warning: commands will be executed using /bin/sh
job 2963 at Fri Mar 14 03:49:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140311/YutaMouse20-140311/YutaMouse20-140311
ElecNo	4
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 1383753 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 461251 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 24257 members 
Mstep: Class 3 contains 24198 members 
Mstep: Class 4 contains 24415 members 
Mstep: Class 5 contains 24215 members 
Mstep: Class 6 contains 24496 members 
Mstep: Class 7 contains 23914 members 
Mstep: Class 8 contains 24183 members 
Mstep: Class 9 contains 24366 members 
Mstep: Class 10 contains 24177 members 
Mstep: Class 11 contains 24337 members 
Mstep: Class 12 contains 24174 members 
Mstep: Class 13 contains 24234 members 
Mstep: Class 14 contains 24202 members 
Mstep: Class 15 contains 24378 members 
Mstep: Class 16 contains 24290 members 
Mstep: Class 17 contains 24307 members 
Mstep: Class 18 contains 24309 members 
Mstep: Class 19 contains 24193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 132.231400 but Gain 3234.343750
Score: -53193028.000000 Penalty: 58218.136719
Iteration 0F: 19 clusters Score -5.319303e+07 nChanged 436080
Entering Unmasked Mstep 
Mstep: Class 0 contains 2989 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 47822 members 
Mstep: Class 3 contains 14357 members 
Mstep: Class 4 contains 23159 members 
Mstep: Class 5 contains 1625 members 
Mstep: Class 6 contains 110742 members 
Mstep: Class 7 contains 1059 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 1591 members 
Mstep: Class 10 contains 26828 members 
Mstep: Class 11 contains 57612 members 
Mstep: Class 12 contains 16070 members 
Mstep: Class 13 contains 9302 members 
Mstep: Class 14 contains 134138 members 
Mstep: Class 15 contains 2781 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 352 members 
Mstep: Class 18 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 748.314087 but Gain 3234.339844
Score: -56921908.000000 Penalty: 54983.796875
Iteration 1F: 18 clusters Score -5.692191e+07 nChanged 144995
Entering Unmasked Mstep 
Mstep: Class 0 contains 2596 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 42866 members 
Mstep: Class 3 contains 9955 members 
Mstep: Class 4 contains 17546 members 
Mstep: Class 5 contains 2122 members 
Mstep: Class 6 contains 103514 members 
Mstep: Class 8 contains 2101 members 
Mstep: Class 9 contains 588 members 
Mstep: Class 10 contains 19416 members 
Mstep: Class 11 contains 47608 members 
Mstep: Class 12 contains 9937 members 
Mstep: Class 13 contains 2501 members 
Mstep: Class 14 contains 194628 members 
Mstep: Class 15 contains 2469 members 
Mstep: Class 16 contains 1784 members 
Mstep: Class 17 contains 276 members 
Mstep: Class 18 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1309.100220 but Gain 3234.339844
Score: -57266852.000000 Penalty: 51749.457031
Iteration 2F: 17 clusters Score -5.726685e+07 nChanged 99298
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 32444 members 
Mstep: Class 3 contains 7484 members 
Mstep: Class 4 contains 11277 members 
Mstep: Class 5 contains 2094 members 
Mstep: Class 6 contains 96249 members 
Mstep: Class 8 contains 1675 members 
Mstep: Class 9 contains 755 members 
Mstep: Class 10 contains 13807 members 
Mstep: Class 11 contains 46372 members 
Mstep: Class 12 contains 7135 members 
Mstep: Class 14 contains 234421 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 1197 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 1435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1748.687866 but Gain 3234.343750
Score: -57370316.000000 Penalty: 48515.113281
Iteration 3F: 16 clusters Score -5.737032e+07 nChanged 68230
Entering Unmasked Mstep 
Mstep: Class 0 contains 1303 members 
Mstep: Class 2 contains 24456 members 
Mstep: Class 3 contains 5726 members 
Mstep: Class 4 contains 7854 members 
Mstep: Class 5 contains 2084 members 
Mstep: Class 6 contains 95645 members 
Mstep: Class 8 contains 1739 members 
Mstep: Class 9 contains 850 members 
Mstep: Class 10 contains 12905 members 
Mstep: Class 11 contains 52541 members 
Mstep: Class 12 contains 4835 members 
Mstep: Class 14 contains 245898 members 
Mstep: Class 15 contains 2388 members 
Mstep: Class 16 contains 1106 members 
Mstep: Class 17 contains 454 members 
Mstep: Class 18 contains 1467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2815.918701 but Gain 3234.339844
Score: -57435308.000000 Penalty: 45280.773438
Iteration 4F: 15 clusters Score -5.743531e+07 nChanged 53882
Entering Unmasked Mstep 
Mstep: Class 0 contains 1127 members 
Mstep: Class 2 contains 19894 members 
Mstep: Class 3 contains 4668 members 
Mstep: Class 4 contains 6526 members 
Mstep: Class 5 contains 2154 members 
Mstep: Class 6 contains 101677 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 992 members 
Mstep: Class 10 contains 14493 members 
Mstep: Class 11 contains 61382 members 
Mstep: Class 14 contains 240714 members 
Mstep: Class 15 contains 2416 members 
Mstep: Class 16 contains 1136 members 
Mstep: Class 17 contains 457 members 
Mstep: Class 18 contains 1401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57499992.000000 Penalty: 45280.773438
Iteration 5F: 15 clusters Score -5.749999e+07 nChanged 41237
Entering Unmasked Mstep 
Mstep: Class 0 contains 970 members 
Mstep: Class 2 contains 17742 members 
Mstep: Class 3 contains 3956 members 
Mstep: Class 4 contains 6455 members 
Mstep: Class 5 contains 2174 members 
Mstep: Class 6 contains 111013 members 
Mstep: Class 8 contains 2810 members 
Mstep: Class 9 contains 1132 members 
Mstep: Class 10 contains 16556 members 
Mstep: Class 11 contains 65579 members 
Mstep: Class 14 contains 227827 members 
Mstep: Class 15 contains 2027 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 454 members 
Mstep: Class 18 contains 1374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57545480.000000 Penalty: 45280.773438
Iteration 6F: 15 clusters Score -5.754548e+07 nChanged 33833
Entering Unmasked Mstep 
Mstep: Class 0 contains 899 members 
Mstep: Class 2 contains 16867 members 
Mstep: Class 3 contains 3791 members 
Mstep: Class 4 contains 6942 members 
Mstep: Class 5 contains 2170 members 
Mstep: Class 6 contains 122666 members 
Mstep: Class 8 contains 3293 members 
Mstep: Class 9 contains 1191 members 
Mstep: Class 10 contains 18510 members 
Mstep: Class 11 contains 67050 members 
Mstep: Class 14 contains 213093 members 
Mstep: Class 15 contains 1769 members 
Mstep: Class 16 contains 1185 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 1370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57583776.000000 Penalty: 45280.773438
Iteration 7F: 15 clusters Score -5.758378e+07 nChanged 27624
Entering Unmasked Mstep 
Mstep: Class 0 contains 845 members 
Mstep: Class 2 contains 16446 members 
Mstep: Class 3 contains 3791 members 
Mstep: Class 4 contains 7484 members 
Mstep: Class 5 contains 2160 members 
Mstep: Class 6 contains 134422 members 
Mstep: Class 8 contains 3613 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 20252 members 
Mstep: Class 11 contains 66325 members 
Mstep: Class 14 contains 200092 members 
Mstep: Class 15 contains 1600 members 
Mstep: Class 16 contains 1158 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57608768.000000 Penalty: 45280.773438
Iteration 8F: 15 clusters Score -5.760877e+07 nChanged 22556
Entering Unmasked Mstep 
Mstep: Class 0 contains 836 members 
Mstep: Class 2 contains 16190 members 
Mstep: Class 3 contains 3788 members 
Mstep: Class 4 contains 7929 members 
Mstep: Class 5 contains 2158 members 
Mstep: Class 6 contains 145568 members 
Mstep: Class 8 contains 3795 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 21930 members 
Mstep: Class 11 contains 64352 members 
Mstep: Class 14 contains 189020 members 
Mstep: Class 15 contains 1491 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57624736.000000 Penalty: 45280.773438
Iteration 9Q: 15 clusters Score -5.762474e+07 nChanged 18875
Entering Unmasked Mstep 
Mstep: Class 0 contains 835 members 
Mstep: Class 2 contains 15994 members 
Mstep: Class 3 contains 3763 members 
Mstep: Class 4 contains 8241 members 
Mstep: Class 5 contains 2163 members 
Mstep: Class 6 contains 156040 members 
Mstep: Class 8 contains 3914 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 23572 members 
Mstep: Class 11 contains 61474 members 
Mstep: Class 14 contains 179663 members 
Mstep: Class 15 contains 1406 members 
Mstep: Class 16 contains 1118 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57635336.000000 Penalty: 45280.773438
Iteration 10Q: 15 clusters Score -5.763534e+07 nChanged 16986
Entering Unmasked Mstep 
Mstep: Class 0 contains 835 members 
Mstep: Class 2 contains 15845 members 
Mstep: Class 3 contains 3695 members 
Mstep: Class 4 contains 8367 members 
Mstep: Class 5 contains 2159 members 
Mstep: Class 6 contains 166747 members 
Mstep: Class 8 contains 4018 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 25207 members 
Mstep: Class 11 contains 58189 members 
Mstep: Class 14 contains 170688 members 
Mstep: Class 15 contains 1316 members 
Mstep: Class 16 contains 1116 members 
Mstep: Class 17 contains 461 members 
Mstep: Class 18 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57644432.000000 Penalty: 45280.773438
Iteration 11Q: 15 clusters Score -5.764443e+07 nChanged 15556
Entering Unmasked Mstep 
Mstep: Class 0 contains 835 members 
Mstep: Class 2 contains 15736 members 
Mstep: Class 3 contains 3581 members 
Mstep: Class 4 contains 8386 members 
Mstep: Class 5 contains 2157 members 
Mstep: Class 6 contains 176677 members 
Mstep: Class 8 contains 4132 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 26894 members 
Mstep: Class 11 contains 54815 members 
Mstep: Class 14 contains 162624 members 
Mstep: Class 15 contains 1231 members 
Mstep: Class 16 contains 1113 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 3221.704346 but Gain 3234.339844
Score: -57651228.000000 Penalty: 42046.433594
Iteration 12Q: 14 clusters Score -5.765123e+07 nChanged 15338
Entering Unmasked Mstep 
Mstep: Class 0 contains 835 members 
Mstep: Class 2 contains 15578 members 
Mstep: Class 3 contains 4182 members 
Mstep: Class 4 contains 8399 members 
Mstep: Class 5 contains 2156 members 
Mstep: Class 6 contains 185477 members 
Mstep: Class 8 contains 4248 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 28448 members 
Mstep: Class 11 contains 52017 members 
Mstep: Class 14 contains 155732 members 
Mstep: Class 16 contains 1109 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57659076.000000 Penalty: 42046.433594
Iteration 13Q: 14 clusters Score -5.765908e+07 nChanged 13785
Entering Unmasked Mstep 
Mstep: Class 0 contains 835 members 
Mstep: Class 2 contains 15375 members 
Mstep: Class 3 contains 4069 members 
Mstep: Class 4 contains 8364 members 
Mstep: Class 5 contains 2156 members 
Mstep: Class 6 contains 193382 members 
Mstep: Class 8 contains 4339 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 29793 members 
Mstep: Class 11 contains 48644 members 
Mstep: Class 14 contains 150117 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57663956.000000 Penalty: 42046.433594
Iteration 14Q: 14 clusters Score -5.766396e+07 nChanged 12684
Entering Unmasked Mstep 
Mstep: Class 0 contains 835 members 
Mstep: Class 2 contains 15101 members 
Mstep: Class 3 contains 3925 members 
Mstep: Class 4 contains 8267 members 
Mstep: Class 5 contains 2156 members 
Mstep: Class 6 contains 200130 members 
Mstep: Class 8 contains 4408 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 30890 members 
Mstep: Class 11 contains 45858 members 
Mstep: Class 14 contains 145505 members 
Mstep: Class 16 contains 1106 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57666840.000000 Penalty: 42046.433594
Iteration 15Q: 14 clusters Score -5.766684e+07 nChanged 11849
Entering Unmasked Mstep 
Mstep: Class 0 contains 835 members 
Mstep: Class 2 contains 14806 members 
Mstep: Class 3 contains 3782 members 
Mstep: Class 4 contains 8103 members 
Mstep: Class 5 contains 2156 members 
Mstep: Class 6 contains 206042 members 
Mstep: Class 8 contains 4472 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 31640 members 
Mstep: Class 11 contains 43421 members 
Mstep: Class 14 contains 141807 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57667904.000000 Penalty: 42046.433594
Iteration 16Q: 14 clusters Score -5.76679e+07 nChanged 10195
Entering Unmasked Mstep 
Mstep: Class 0 contains 835 members 
Mstep: Class 2 contains 14580 members 
Mstep: Class 3 contains 3629 members 
Mstep: Class 4 contains 7911 members 
Mstep: Class 5 contains 2157 members 
Mstep: Class 6 contains 210676 members 
Mstep: Class 8 contains 4560 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 32236 members 
Mstep: Class 11 contains 41443 members 
Mstep: Class 14 contains 139022 members 
Mstep: Class 16 contains 1133 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57667852.000000 Penalty: 42046.433594
Iteration 17Q: 14 clusters Score -5.766785e+07 nChanged 8496
Entering Unmasked Mstep 
Mstep: Class 0 contains 835 members 
Mstep: Class 2 contains 14409 members 
Mstep: Class 3 contains 3483 members 
Mstep: Class 4 contains 7728 members 
Mstep: Class 5 contains 2158 members 
Mstep: Class 6 contains 213927 members 
Mstep: Class 8 contains 4657 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 32783 members 
Mstep: Class 11 contains 39979 members 
Mstep: Class 14 contains 137067 members 
Mstep: Class 16 contains 1156 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57667392.000000 Penalty: 42046.433594
Iteration 18Q: 14 clusters Score -5.766739e+07 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 835 members 
Mstep: Class 2 contains 14254 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 7593 members 
Mstep: Class 5 contains 2157 members 
Mstep: Class 6 contains 216227 members 
Mstep: Class 8 contains 4754 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 33280 members 
Mstep: Class 11 contains 38743 members 
Mstep: Class 14 contains 135762 members 
Mstep: Class 16 contains 1197 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57666780.000000 Penalty: 42046.433594
Iteration 19Q: 14 clusters Score -5.766678e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 835 members 
Mstep: Class 2 contains 14110 members 
Mstep: Class 3 contains 3278 members 
Mstep: Class 4 contains 7511 members 
Mstep: Class 5 contains 2158 members 
Mstep: Class 6 contains 217667 members 
Mstep: Class 8 contains 4846 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 33722 members 
Mstep: Class 11 contains 37763 members 
Mstep: Class 14 contains 135039 members 
Mstep: Class 16 contains 1252 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57666520.000000 Penalty: 42046.433594
Iteration 20F: 14 clusters Score -5.766652e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 832 members 
Mstep: Class 2 contains 13960 members 
Mstep: Class 3 contains 3189 members 
Mstep: Class 4 contains 7451 members 
Mstep: Class 5 contains 2158 members 
Mstep: Class 6 contains 218671 members 
Mstep: Class 8 contains 4920 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 34257 members 
Mstep: Class 11 contains 36952 members 
Mstep: Class 14 contains 134453 members 
Mstep: Class 16 contains 1335 members 
Mstep: Class 17 contains 466 members 
Mstep: Class 18 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57666636.000000 Penalty: 42046.433594
Iteration 21Q: 14 clusters Score -5.766664e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 2 contains 13854 members 
Mstep: Class 3 contains 3109 members 
Mstep: Class 4 contains 7435 members 
Mstep: Class 5 contains 2159 members 
Mstep: Class 6 contains 219266 members 
Mstep: Class 8 contains 4973 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 34744 members 
Mstep: Class 11 contains 36271 members 
Mstep: Class 14 contains 134091 members 
Mstep: Class 16 contains 1445 members 
Mstep: Class 17 contains 466 members 
Mstep: Class 18 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57666576.000000 Penalty: 42046.433594
Iteration 22Q: 14 clusters Score -5.766658e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 2 contains 13736 members 
Mstep: Class 3 contains 3046 members 
Mstep: Class 4 contains 7431 members 
Mstep: Class 5 contains 2161 members 
Mstep: Class 6 contains 219500 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 35167 members 
Mstep: Class 11 contains 35697 members 
Mstep: Class 14 contains 133992 members 
Mstep: Class 16 contains 1588 members 
Mstep: Class 17 contains 466 members 
Mstep: Class 18 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57666496.000000 Penalty: 42046.433594
Iteration 23Q: 14 clusters Score -5.76665e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 2 contains 13627 members 
Mstep: Class 3 contains 2999 members 
Mstep: Class 4 contains 7441 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 219565 members 
Mstep: Class 8 contains 5087 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 35536 members 
Mstep: Class 11 contains 35203 members 
Mstep: Class 14 contains 133975 members 
Mstep: Class 16 contains 1750 members 
Mstep: Class 17 contains 466 members 
Mstep: Class 18 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57666232.000000 Penalty: 42046.433594
Iteration 24Q: 14 clusters Score -5.766623e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 2 contains 13535 members 
Mstep: Class 3 contains 2949 members 
Mstep: Class 4 contains 7442 members 
Mstep: Class 5 contains 2169 members 
Mstep: Class 6 contains 219616 members 
Mstep: Class 8 contains 5150 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 35853 members 
Mstep: Class 11 contains 34713 members 
Mstep: Class 14 contains 134000 members 
Mstep: Class 16 contains 1920 members 
Mstep: Class 17 contains 466 members 
Mstep: Class 18 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57666376.000000 Penalty: 42046.433594
Iteration 25Q: 14 clusters Score -5.766638e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 2 contains 13429 members 
Mstep: Class 3 contains 2904 members 
Mstep: Class 4 contains 7456 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 219603 members 
Mstep: Class 8 contains 5210 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 36142 members 
Mstep: Class 11 contains 34259 members 
Mstep: Class 14 contains 134086 members 
Mstep: Class 16 contains 2079 members 
Mstep: Class 17 contains 466 members 
Mstep: Class 18 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57666468.000000 Penalty: 42046.433594
Iteration 26Q: 14 clusters Score -5.766647e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 2 contains 13346 members 
Mstep: Class 3 contains 2865 members 
Mstep: Class 4 contains 7472 members 
Mstep: Class 5 contains 2186 members 
Mstep: Class 6 contains 219482 members 
Mstep: Class 8 contains 5269 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 36398 members 
Mstep: Class 11 contains 33847 members 
Mstep: Class 14 contains 134240 members 
Mstep: Class 16 contains 2242 members 
Mstep: Class 17 contains 466 members 
Mstep: Class 18 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57666616.000000 Penalty: 42046.433594
Iteration 27Q: 14 clusters Score -5.766662e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 2 contains 13262 members 
Mstep: Class 3 contains 2838 members 
Mstep: Class 4 contains 7481 members 
Mstep: Class 5 contains 2188 members 
Mstep: Class 6 contains 219374 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 36656 members 
Mstep: Class 11 contains 33489 members 
Mstep: Class 14 contains 134334 members 
Mstep: Class 16 contains 2401 members 
Mstep: Class 17 contains 466 members 
Mstep: Class 18 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57666976.000000 Penalty: 42046.433594
Iteration 28Q: 14 clusters Score -5.766698e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 2 contains 13179 members 
Mstep: Class 3 contains 2814 members 
Mstep: Class 4 contains 7494 members 
Mstep: Class 5 contains 2189 members 
Mstep: Class 6 contains 219315 members 
Mstep: Class 8 contains 5369 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 36867 members 
Mstep: Class 11 contains 33121 members 
Mstep: Class 14 contains 134441 members 
Mstep: Class 16 contains 2558 members 
Mstep: Class 17 contains 466 members 
Mstep: Class 18 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57667208.000000 Penalty: 42046.433594
Iteration 29Q: 14 clusters Score -5.766721e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 2 contains 13109 members 
Mstep: Class 3 contains 2784 members 
Mstep: Class 4 contains 7501 members 
Mstep: Class 5 contains 2192 members 
Mstep: Class 6 contains 219290 members 
Mstep: Class 8 contains 5401 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 37076 members 
Mstep: Class 11 contains 32781 members 
Mstep: Class 14 contains 134516 members 
Mstep: Class 16 contains 2697 members 
Mstep: Class 17 contains 466 members 
Mstep: Class 18 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57667408.000000 Penalty: 42046.433594
Iteration 30Q: 14 clusters Score -5.766741e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 2 contains 13051 members 
Mstep: Class 3 contains 2755 members 
Mstep: Class 4 contains 7502 members 
Mstep: Class 5 contains 2193 members 
Mstep: Class 6 contains 219280 members 
Mstep: Class 8 contains 5422 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 37270 members 
Mstep: Class 11 contains 32470 members 
Mstep: Class 14 contains 134565 members 
Mstep: Class 16 contains 2839 members 
Mstep: Class 17 contains 466 members 
Mstep: Class 18 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57667492.000000 Penalty: 42046.433594
Iteration 31Q: 14 clusters Score -5.766749e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 2 contains 13006 members 
Mstep: Class 3 contains 2722 members 
Mstep: Class 4 contains 7509 members 
Mstep: Class 5 contains 2195 members 
Mstep: Class 6 contains 219312 members 
Mstep: Class 8 contains 5453 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 37448 members 
Mstep: Class 11 contains 32170 members 
Mstep: Class 14 contains 134586 members 
Mstep: Class 16 contains 2946 members 
Mstep: Class 17 contains 466 members 
Mstep: Class 18 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57667644.000000 Penalty: 42046.433594
Iteration 32Q: 14 clusters Score -5.766764e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 2 contains 12972 members 
Mstep: Class 3 contains 2693 members 
Mstep: Class 4 contains 7530 members 
Mstep: Class 5 contains 2195 members 
Mstep: Class 6 contains 219380 members 
Mstep: Class 8 contains 5474 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 37608 members 
Mstep: Class 11 contains 31848 members 
Mstep: Class 14 contains 134614 members 
Mstep: Class 16 contains 3033 members 
Mstep: Class 17 contains 466 members 
Mstep: Class 18 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57667660.000000 Penalty: 42046.433594
Iteration 33Q: 14 clusters Score -5.766766e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 2 contains 12952 members 
Mstep: Class 3 contains 2670 members 
Mstep: Class 4 contains 7554 members 
Mstep: Class 5 contains 2195 members 
Mstep: Class 6 contains 219376 members 
Mstep: Class 8 contains 5496 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 37757 members 
Mstep: Class 11 contains 31587 members 
Mstep: Class 14 contains 134631 members 
Mstep: Class 16 contains 3129 members 
Mstep: Class 17 contains 466 members 
Mstep: Class 18 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57667736.000000 Penalty: 42046.433594
Iteration 34Q: 14 clusters Score -5.766774e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 2 contains 12938 members 
Mstep: Class 3 contains 2653 members 
Mstep: Class 4 contains 7578 members 
Mstep: Class 5 contains 2196 members 
Mstep: Class 6 contains 219363 members 
Mstep: Class 8 contains 5516 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 37893 members 
Mstep: Class 11 contains 31350 members 
Mstep: Class 14 contains 134640 members 
Mstep: Class 16 contains 3220 members 
Mstep: Class 17 contains 466 members 
Mstep: Class 18 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57667796.000000 Penalty: 42046.433594
Iteration 35Q: 14 clusters Score -5.76678e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 2 contains 12934 members 
Mstep: Class 3 contains 2631 members 
Mstep: Class 4 contains 7607 members 
Mstep: Class 5 contains 2196 members 
Mstep: Class 6 contains 219360 members 
Mstep: Class 8 contains 5518 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 38014 members 
Mstep: Class 11 contains 31149 members 
Mstep: Class 14 contains 134638 members 
Mstep: Class 16 contains 3300 members 
Mstep: Class 17 contains 466 members 
Mstep: Class 18 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57667976.000000 Penalty: 42046.433594
Iteration 36Q: 14 clusters Score -5.766798e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 2 contains 12932 members 
Mstep: Class 3 contains 2598 members 
Mstep: Class 4 contains 7642 members 
Mstep: Class 5 contains 2196 members 
Mstep: Class 6 contains 219394 members 
Mstep: Class 8 contains 5531 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 38123 members 
Mstep: Class 11 contains 30945 members 
Mstep: Class 14 contains 134628 members 
Mstep: Class 16 contains 3358 members 
Mstep: Class 17 contains 466 members 
Mstep: Class 18 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57668052.000000 Penalty: 42046.433594
Iteration 37Q: 14 clusters Score -5.766805e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 2 contains 12928 members 
Mstep: Class 3 contains 2571 members 
Mstep: Class 4 contains 7672 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 219429 members 
Mstep: Class 8 contains 5549 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 38242 members 
Mstep: Class 11 contains 30755 members 
Mstep: Class 14 contains 134596 members 
Mstep: Class 16 contains 3408 members 
Mstep: Class 17 contains 466 members 
Mstep: Class 18 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57668220.000000 Penalty: 42046.433594
Iteration 38Q: 14 clusters Score -5.766822e+07 nChanged 596
Entering ConstructFrom: 
Score: -57668220.000000 Penalty: 42046.433594
Entering ConstructFrom: 
Trying to split cluster 2 (12920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Entering Unmasked Estep 
Score: -1656482.875000 Penalty: 2347.699951
	Iteration 0F: 2 clusters Score -1656483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1646897.500000 Penalty: 4695.399902
	Iteration 0F: 3 clusters Score -1646898 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1649776.250000 Penalty: 4695.399902
	Iteration 1F: 3 clusters Score -1649776 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1650077.250000 Penalty: 4695.399902
	Iteration 2F: 3 clusters Score -1650077 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1650308.875000 Penalty: 4695.399902
	Iteration 3Q: 3 clusters Score -1650309 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1650517.625000 Penalty: 4695.399902
	Iteration 4Q: 3 clusters Score -1650518 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1650701.375000 Penalty: 4695.399902
	Iteration 5Q: 3 clusters Score -1650701 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1650879.125000 Penalty: 4695.399902
	Iteration 6Q: 3 clusters Score -1650879 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1651070.250000 Penalty: 4695.399902
	Iteration 7Q: 3 clusters Score -1651070 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1651293.375000 Penalty: 4695.399902
	Iteration 8Q: 3 clusters Score -1651293 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1651545.500000 Penalty: 4695.399902
	Iteration 9Q: 3 clusters Score -1651546 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1651875.125000 Penalty: 4695.399902
	Iteration 10Q: 3 clusters Score -1651875 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1652235.500000 Penalty: 4695.399902
	Iteration 11Q: 3 clusters Score -1652236 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1652659.375000 Penalty: 4695.399902
	Iteration 12Q: 3 clusters Score -1652659 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1653094.500000 Penalty: 4695.399902
	Iteration 13Q: 3 clusters Score -1653094 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1653483.500000 Penalty: 4695.399902
	Iteration 14Q: 3 clusters Score -1653484 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1653780.875000 Penalty: 4695.399902
	Iteration 15Q: 3 clusters Score -1653781 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1654022.875000 Penalty: 4695.399902
	Iteration 16Q: 3 clusters Score -1654023 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1654227.875000 Penalty: 4695.399902
	Iteration 17Q: 3 clusters Score -1654228 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1654349.125000 Penalty: 4695.399902
	Iteration 18Q: 3 clusters Score -1654349 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1654412.500000 Penalty: 4695.399902
	Iteration 19Q: 3 clusters Score -1654412 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1654476.625000 Penalty: 4695.399902
	Iteration 20F: 3 clusters Score -1654477 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1654509.375000 Penalty: 4695.399902
	Iteration 21Q: 3 clusters Score -1654509 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1654532.000000 Penalty: 4695.399902
	Iteration 22Q: 3 clusters Score -1654532 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1654545.750000 Penalty: 4695.399902
	Iteration 23Q: 3 clusters Score -1654546 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1654563.250000 Penalty: 4695.399902
	Iteration 24Q: 3 clusters Score -1654563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1654571.000000 Penalty: 4695.399902
	Iteration 25Q: 3 clusters Score -1654571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1654576.625000 Penalty: 4695.399902
	Iteration 26Q: 3 clusters Score -1654577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1654585.500000 Penalty: 4695.399902
	Iteration 27Q: 3 clusters Score -1654586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1654587.125000 Penalty: 4695.399902
	Iteration 28Q: 3 clusters Score -1654587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1654591.500000 Penalty: 4695.399902
	Iteration 29Q: 3 clusters Score -1654592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1654591.000000 Penalty: 4695.399902
	Iteration 30Q: 3 clusters Score -1654591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1654592.000000 Penalty: 4695.399902
	Iteration 31Q: 3 clusters Score -1654592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1654591.000000 Penalty: 4695.399902
	Iteration 32Q: 3 clusters Score -1654591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1654595.375000 Penalty: 4695.399902
	Iteration 33Q: 3 clusters Score -1654595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1654597.875000 Penalty: 4695.399902
	Iteration 34Q: 3 clusters Score -1654598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1654597.250000 Penalty: 4695.399902
	Iteration 35Q: 3 clusters Score -1654597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1654600.375000 Penalty: 4695.399902
	Iteration 36Q: 3 clusters Score -1654600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1654603.250000 Penalty: 4695.399902
	Iteration 37Q: 3 clusters Score -1654603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1654605.375000 Penalty: 4695.399902
	Iteration 38Q: 3 clusters Score -1654605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1654606.250000 Penalty: 4695.399902
	Iteration 39Q: 3 clusters Score -1654606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1654610.000000 Penalty: 4695.399902
	Iteration 40F: 3 clusters Score -1654610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1654613.125000 Penalty: 4695.399902
	Iteration 41Q: 3 clusters Score -1654613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1654615.750000 Penalty: 4695.399902
	Iteration 42Q: 3 clusters Score -1654616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1654620.375000 Penalty: 4695.399902
	Iteration 43Q: 3 clusters Score -1654620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1654621.375000 Penalty: 4695.399902
	Iteration 44Q: 3 clusters Score -1654621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1654621.375000 Penalty: 4695.399902
	Iteration 45F: 3 clusters Score -1654621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Entering Unmasked Estep 
Score: -310967.656250 Penalty: 1944.982544
	Iteration 0F: 2 clusters Score -310967.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -307978.156250 Penalty: 3889.965088
	Iteration 0F: 3 clusters Score -307978.2 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -308548.093750 Penalty: 3889.965088
	Iteration 1F: 3 clusters Score -308548.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -308704.718750 Penalty: 3889.965088
	Iteration 2F: 3 clusters Score -308704.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -308803.687500 Penalty: 3889.965088
	Iteration 3Q: 3 clusters Score -308803.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -308881.000000 Penalty: 3889.965088
	Iteration 4Q: 3 clusters Score -308881 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -308945.312500 Penalty: 3889.965088
	Iteration 5Q: 3 clusters Score -308945.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -309001.968750 Penalty: 3889.965088
	Iteration 6Q: 3 clusters Score -309002 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -309035.593750 Penalty: 3889.965088
	Iteration 7Q: 3 clusters Score -309035.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -309057.562500 Penalty: 3889.965088
	Iteration 8Q: 3 clusters Score -309057.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -309074.156250 Penalty: 3889.965088
	Iteration 9Q: 3 clusters Score -309074.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -309089.000000 Penalty: 3889.965088
	Iteration 10Q: 3 clusters Score -309089 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -309102.437500 Penalty: 3889.965088
	Iteration 11Q: 3 clusters Score -309102.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -309115.531250 Penalty: 3889.965088
	Iteration 12Q: 3 clusters Score -309115.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -309127.406250 Penalty: 3889.965088
	Iteration 13Q: 3 clusters Score -309127.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -309134.125000 Penalty: 3889.965088
	Iteration 14Q: 3 clusters Score -309134.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -309141.281250 Penalty: 3889.965088
	Iteration 15Q: 3 clusters Score -309141.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -309148.156250 Penalty: 3889.965088
	Iteration 16Q: 3 clusters Score -309148.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -309154.187500 Penalty: 3889.965088
	Iteration 17Q: 3 clusters Score -309154.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -309157.843750 Penalty: 3889.965088
	Iteration 18Q: 3 clusters Score -309157.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -309161.562500 Penalty: 3889.965088
	Iteration 19Q: 3 clusters Score -309161.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -309163.531250 Penalty: 3889.965088
	Iteration 20F: 3 clusters Score -309163.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -309164.031250 Penalty: 3889.965088
	Iteration 21Q: 3 clusters Score -309164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -309164.031250 Penalty: 3889.965088
	Iteration 22F: 3 clusters Score -309164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Entering Unmasked Estep 
Score: -994205.062500 Penalty: 2218.894775
	Iteration 0F: 2 clusters Score -994205.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -987966.125000 Penalty: 4437.789551
	Iteration 0F: 3 clusters Score -987966.1 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -989694.000000 Penalty: 4437.789551
	Iteration 1F: 3 clusters Score -989694 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -989979.875000 Penalty: 4437.789551
	Iteration 2F: 3 clusters Score -989979.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -990198.500000 Penalty: 4437.789551
	Iteration 3F: 3 clusters Score -990198.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -990375.187500 Penalty: 4437.789551
	Iteration 4Q: 3 clusters Score -990375.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -990533.062500 Penalty: 4437.789551
	Iteration 5Q: 3 clusters Score -990533.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -990650.687500 Penalty: 4437.789551
	Iteration 6Q: 3 clusters Score -990650.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -990758.000000 Penalty: 4437.789551
	Iteration 7Q: 3 clusters Score -990758 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -990858.750000 Penalty: 4437.789551
	Iteration 8Q: 3 clusters Score -990858.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -990955.562500 Penalty: 4437.789551
	Iteration 9Q: 3 clusters Score -990955.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -991065.187500 Penalty: 4437.789551
	Iteration 10Q: 3 clusters Score -991065.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -991172.875000 Penalty: 4437.789551
	Iteration 11Q: 3 clusters Score -991172.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -991285.500000 Penalty: 4437.789551
	Iteration 12Q: 3 clusters Score -991285.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -991387.187500 Penalty: 4437.789551
	Iteration 13Q: 3 clusters Score -991387.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -991467.125000 Penalty: 4437.789551
	Iteration 14Q: 3 clusters Score -991467.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -991524.312500 Penalty: 4437.789551
	Iteration 15Q: 3 clusters Score -991524.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -991569.312500 Penalty: 4437.789551
	Iteration 16Q: 3 clusters Score -991569.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -991605.687500 Penalty: 4437.789551
	Iteration 17Q: 3 clusters Score -991605.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -991628.062500 Penalty: 4437.789551
	Iteration 18Q: 3 clusters Score -991628.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -991650.875000 Penalty: 4437.789551
	Iteration 19Q: 3 clusters Score -991650.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -991668.812500 Penalty: 4437.789551
	Iteration 20F: 3 clusters Score -991668.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -991685.187500 Penalty: 4437.789551
	Iteration 21Q: 3 clusters Score -991685.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -991696.750000 Penalty: 4437.789551
	Iteration 22Q: 3 clusters Score -991696.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -991705.750000 Penalty: 4437.789551
	Iteration 23Q: 3 clusters Score -991705.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -991711.812500 Penalty: 4437.789551
	Iteration 24Q: 3 clusters Score -991711.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -991718.937500 Penalty: 4437.789551
	Iteration 25Q: 3 clusters Score -991718.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -991727.000000 Penalty: 4437.789551
	Iteration 26Q: 3 clusters Score -991727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -991729.625000 Penalty: 4437.789551
	Iteration 27Q: 3 clusters Score -991729.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -991732.625000 Penalty: 4437.789551
	Iteration 28Q: 3 clusters Score -991732.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -991737.500000 Penalty: 4437.789551
	Iteration 29Q: 3 clusters Score -991737.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -991743.500000 Penalty: 4437.789551
	Iteration 30Q: 3 clusters Score -991743.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -991744.625000 Penalty: 4437.789551
	Iteration 31Q: 3 clusters Score -991744.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -991745.562500 Penalty: 4437.789551
	Iteration 32Q: 3 clusters Score -991745.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -991745.750000 Penalty: 4437.789551
	Iteration 33Q: 3 clusters Score -991745.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -991746.187500 Penalty: 4437.789551
	Iteration 34Q: 3 clusters Score -991746.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -991745.562500 Penalty: 4437.789551
	Iteration 35Q: 3 clusters Score -991745.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -991746.500000 Penalty: 4437.789551
	Iteration 36Q: 3 clusters Score -991746.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -991749.625000 Penalty: 4437.789551
	Iteration 37Q: 3 clusters Score -991749.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -991748.312500 Penalty: 4437.789551
	Iteration 38Q: 3 clusters Score -991748.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -991749.687500 Penalty: 4437.789551
	Iteration 39Q: 3 clusters Score -991749.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -991751.312500 Penalty: 4437.789551
	Iteration 40F: 3 clusters Score -991751.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -991752.625000 Penalty: 4437.789551
	Iteration 41Q: 3 clusters Score -991752.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -991754.312500 Penalty: 4437.789551
	Iteration 42Q: 3 clusters Score -991754.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -991752.500000 Penalty: 4437.789551
	Iteration 43Q: 3 clusters Score -991752.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -991753.187500 Penalty: 4437.789551
	Iteration 44Q: 3 clusters Score -991753.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -991755.875000 Penalty: 4437.789551
	Iteration 45Q: 3 clusters Score -991755.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -991760.187500 Penalty: 4437.789551
	Iteration 46Q: 3 clusters Score -991760.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -991764.187500 Penalty: 4437.789551
	Iteration 47Q: 3 clusters Score -991764.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -991770.562500 Penalty: 4437.789551
	Iteration 48Q: 3 clusters Score -991770.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -991772.500000 Penalty: 4437.789551
	Iteration 49Q: 3 clusters Score -991772.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -991775.250000 Penalty: 4437.789551
	Iteration 50Q: 3 clusters Score -991775.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -991777.937500 Penalty: 4437.789551
	Iteration 51Q: 3 clusters Score -991777.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -991781.500000 Penalty: 4437.789551
	Iteration 52Q: 3 clusters Score -991781.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -991783.062500 Penalty: 4437.789551
	Iteration 53Q: 3 clusters Score -991783.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -991785.875000 Penalty: 4437.789551
	Iteration 54Q: 3 clusters Score -991785.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -991785.125000 Penalty: 4437.789551
	Iteration 55Q: 3 clusters Score -991785.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -991788.625000 Penalty: 4437.789551
	Iteration 56Q: 3 clusters Score -991788.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -991791.625000 Penalty: 4437.789551
	Iteration 57Q: 3 clusters Score -991791.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -991793.312500 Penalty: 4437.789551
	Iteration 58Q: 3 clusters Score -991793.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -991794.875000 Penalty: 4437.789551
	Iteration 59Q: 3 clusters Score -991794.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -991794.937500 Penalty: 4437.789551
	Iteration 60F: 3 clusters Score -991794.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -991799.312500 Penalty: 4437.789551
	Iteration 61Q: 3 clusters Score -991799.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -991800.437500 Penalty: 4437.789551
	Iteration 62Q: 3 clusters Score -991800.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -991803.250000 Penalty: 4437.789551
	Iteration 63Q: 3 clusters Score -991803.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -991803.625000 Penalty: 4437.789551
	Iteration 64Q: 3 clusters Score -991803.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -991805.187500 Penalty: 4437.789551
	Iteration 65Q: 3 clusters Score -991805.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -991809.312500 Penalty: 4437.789551
	Iteration 66Q: 3 clusters Score -991809.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -991808.812500 Penalty: 4437.789551
	Iteration 67Q: 3 clusters Score -991808.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -991810.062500 Penalty: 4437.789551
	Iteration 68Q: 3 clusters Score -991810.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -991813.250000 Penalty: 4437.789551
	Iteration 69Q: 3 clusters Score -991813.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -991813.687500 Penalty: 4437.789551
	Iteration 70Q: 3 clusters Score -991813.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -991814.437500 Penalty: 4437.789551
	Iteration 71Q: 3 clusters Score -991814.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -991814.437500 Penalty: 4437.789551
	Iteration 72Q: 3 clusters Score -991814.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -991815.562500 Penalty: 4437.789551
	Iteration 73Q: 3 clusters Score -991815.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -991817.125000 Penalty: 4437.789551
	Iteration 74Q: 3 clusters Score -991817.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -991815.125000 Penalty: 4437.789551
	Iteration 75Q: 3 clusters Score -991815.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -991814.125000 Penalty: 4437.789551
	Iteration 76Q: 3 clusters Score -991814.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -991813.625000 Penalty: 4437.789551
	Iteration 77Q: 3 clusters Score -991813.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -991813.625000 Penalty: 4437.789551
	Iteration 78F: 3 clusters Score -991813.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Entering Unmasked Estep 
Score: -270950.562500 Penalty: 1908.435181
	Iteration 0F: 2 clusters Score -270950.6 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 1144 members 
Entering Unmasked Estep 
Score: -268247.312500 Penalty: 3816.870361
	Iteration 0F: 3 clusters Score -268247.3 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -268833.718750 Penalty: 3816.870361
	Iteration 1F: 3 clusters Score -268833.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -269118.500000 Penalty: 3816.870361
	Iteration 2F: 3 clusters Score -269118.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -269385.625000 Penalty: 3816.870361
	Iteration 3F: 3 clusters Score -269385.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -269648.187500 Penalty: 3816.870361
	Iteration 4F: 3 clusters Score -269648.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -269939.500000 Penalty: 3816.870361
	Iteration 5F: 3 clusters Score -269939.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -270219.406250 Penalty: 3816.870361
	Iteration 6F: 3 clusters Score -270219.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -270456.437500 Penalty: 3816.870361
	Iteration 7F: 3 clusters Score -270456.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -270691.531250 Penalty: 3816.870361
	Iteration 8F: 3 clusters Score -270691.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -270873.000000 Penalty: 3816.870361
	Iteration 9Q: 3 clusters Score -270873 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -270996.468750 Penalty: 3816.870361
	Iteration 10Q: 3 clusters Score -270996.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -271111.875000 Penalty: 3816.870361
	Iteration 11Q: 3 clusters Score -271111.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -271180.656250 Penalty: 3816.870361
	Iteration 12Q: 3 clusters Score -271180.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -271210.781250 Penalty: 3816.870361
	Iteration 13Q: 3 clusters Score -271210.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -271219.500000 Penalty: 3816.870361
	Iteration 14Q: 3 clusters Score -271219.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -271227.593750 Penalty: 3816.870361
	Iteration 15Q: 3 clusters Score -271227.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -271235.281250 Penalty: 3816.870361
	Iteration 16Q: 3 clusters Score -271235.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -271240.906250 Penalty: 3816.870361
	Iteration 17Q: 3 clusters Score -271240.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -271244.468750 Penalty: 3816.870361
	Iteration 18Q: 3 clusters Score -271244.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -271251.250000 Penalty: 3816.870361
	Iteration 19Q: 3 clusters Score -271251.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -271256.531250 Penalty: 3816.870361
	Iteration 20F: 3 clusters Score -271256.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -271262.218750 Penalty: 3816.870361
	Iteration 21Q: 3 clusters Score -271262.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -271273.343750 Penalty: 3816.870361
	Iteration 22Q: 3 clusters Score -271273.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -271285.656250 Penalty: 3816.870361
	Iteration 23Q: 3 clusters Score -271285.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -271297.406250 Penalty: 3816.870361
	Iteration 24Q: 3 clusters Score -271297.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -271322.500000 Penalty: 3816.870361
	Iteration 25Q: 3 clusters Score -271322.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -271369.125000 Penalty: 3816.870361
	Iteration 26Q: 3 clusters Score -271369.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -271462.781250 Penalty: 3816.870361
	Iteration 27Q: 3 clusters Score -271462.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -271754.656250 Penalty: 3816.870361
	Iteration 28Q: 3 clusters Score -271754.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -272168.000000 Penalty: 3816.870361
	Iteration 29Q: 3 clusters Score -272168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -272190.812500 Penalty: 3816.870361
	Iteration 30Q: 3 clusters Score -272190.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -272192.812500 Penalty: 3816.870361
	Iteration 31Q: 3 clusters Score -272192.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -272192.812500 Penalty: 3816.870361
	Iteration 32F: 3 clusters Score -272192.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 12920 members 
Mstep: Class 3 contains 2547 members 
Mstep: Class 4 contains 7686 members 
Mstep: Class 5 contains 1445 members 
Mstep: Class 6 contains 219497 members 
Mstep: Class 8 contains 5563 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 38326 members 
Mstep: Class 11 contains 30563 members 
Mstep: Class 14 contains 134584 members 
Mstep: Class 16 contains 3463 members 
Mstep: Class 17 contains 466 members 
Mstep: Class 18 contains 1373 members 
Entering Unmasked Estep 
Score: -57667916.000000 Penalty: 45280.773438
Splitting cluster 5 changes total score from -57668220.000000 to -57667916.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (219497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219497 members 
Entering Unmasked Estep 
Score: -27725174.000000 Penalty: 3050.175293
	Iteration 0F: 2 clusters Score -2.772517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110016 members 
Mstep: Class 2 contains 109481 members 
Entering Unmasked Estep 
Score: -27591386.000000 Penalty: 6100.350586
	Iteration 0F: 3 clusters Score -2.759139e+07 nChanged 105488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114420 members 
Mstep: Class 2 contains 105077 members 
Entering Unmasked Estep 
Score: -27653296.000000 Penalty: 6100.350586
	Iteration 1F: 3 clusters Score -2.76533e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117319 members 
Mstep: Class 2 contains 102178 members 
Entering Unmasked Estep 
Score: -27654566.000000 Penalty: 6100.350586
	Iteration 2Q: 3 clusters Score -2.765457e+07 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121846 members 
Mstep: Class 2 contains 97651 members 
Entering Unmasked Estep 
Score: -27656938.000000 Penalty: 6100.350586
	Iteration 3Q: 3 clusters Score -2.765694e+07 nChanged 9256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128680 members 
Mstep: Class 2 contains 90817 members 
Entering Unmasked Estep 
Score: -27660800.000000 Penalty: 6100.350586
	Iteration 4Q: 3 clusters Score -2.76608e+07 nChanged 11858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138462 members 
Mstep: Class 2 contains 81035 members 
Entering Unmasked Estep 
Score: -27667582.000000 Penalty: 6100.350586
	Iteration 5F: 3 clusters Score -2.766758e+07 nChanged 15266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151784 members 
Mstep: Class 2 contains 67713 members 
Entering Unmasked Estep 
Score: -27678884.000000 Penalty: 6100.350586
	Iteration 6F: 3 clusters Score -2.767888e+07 nChanged 17824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167720 members 
Mstep: Class 2 contains 51777 members 
Entering Unmasked Estep 
Score: -27694618.000000 Penalty: 6100.350586
	Iteration 7F: 3 clusters Score -2.769462e+07 nChanged 16932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182620 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -27710228.000000 Penalty: 6100.350586
	Iteration 8F: 3 clusters Score -2.771023e+07 nChanged 12368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193064 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -27721620.000000 Penalty: 6100.350586
	Iteration 9F: 3 clusters Score -2.772162e+07 nChanged 7578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198768 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -27728040.000000 Penalty: 6100.350586
	Iteration 10Q: 3 clusters Score -2.772804e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201527 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -27730858.000000 Penalty: 6100.350586
	Iteration 11Q: 3 clusters Score -2.773086e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202921 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -27732058.000000 Penalty: 6100.350586
	Iteration 12Q: 3 clusters Score -2.773206e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203834 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -27732560.000000 Penalty: 6100.350586
	Iteration 13Q: 3 clusters Score -2.773256e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204503 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -27732642.000000 Penalty: 6100.350586
	Iteration 14Q: 3 clusters Score -2.773264e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204966 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -27732778.000000 Penalty: 6100.350586
	Iteration 15Q: 3 clusters Score -2.773278e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205324 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -27732756.000000 Penalty: 6100.350586
	Iteration 16Q: 3 clusters Score -2.773276e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205609 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -27732744.000000 Penalty: 6100.350586
	Iteration 17Q: 3 clusters Score -2.773274e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205840 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -27732716.000000 Penalty: 6100.350586
	Iteration 18Q: 3 clusters Score -2.773272e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206050 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -27732682.000000 Penalty: 6100.350586
	Iteration 19Q: 3 clusters Score -2.773268e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206224 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -27732720.000000 Penalty: 6100.350586
	Iteration 20F: 3 clusters Score -2.773272e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206358 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -27732738.000000 Penalty: 6100.350586
	Iteration 21Q: 3 clusters Score -2.773274e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206467 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -27732732.000000 Penalty: 6100.350586
	Iteration 22Q: 3 clusters Score -2.773273e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206550 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -27732778.000000 Penalty: 6100.350586
	Iteration 23Q: 3 clusters Score -2.773278e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206604 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -27732752.000000 Penalty: 6100.350586
	Iteration 24Q: 3 clusters Score -2.773275e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206660 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -27732706.000000 Penalty: 6100.350586
	Iteration 25Q: 3 clusters Score -2.773271e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206714 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -27732694.000000 Penalty: 6100.350586
	Iteration 26Q: 3 clusters Score -2.773269e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206767 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -27732724.000000 Penalty: 6100.350586
	Iteration 27Q: 3 clusters Score -2.773272e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206817 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -27732714.000000 Penalty: 6100.350586
	Iteration 28Q: 3 clusters Score -2.773271e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206861 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -27732710.000000 Penalty: 6100.350586
	Iteration 29Q: 3 clusters Score -2.773271e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206902 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -27732710.000000 Penalty: 6100.350586
	Iteration 30Q: 3 clusters Score -2.773271e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206951 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -27732684.000000 Penalty: 6100.350586
	Iteration 31Q: 3 clusters Score -2.773268e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207002 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -27732688.000000 Penalty: 6100.350586
	Iteration 32Q: 3 clusters Score -2.773269e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207045 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -27732692.000000 Penalty: 6100.350586
	Iteration 33Q: 3 clusters Score -2.773269e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207082 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -27732658.000000 Penalty: 6100.350586
	Iteration 34Q: 3 clusters Score -2.773266e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207102 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -27732660.000000 Penalty: 6100.350586
	Iteration 35Q: 3 clusters Score -2.773266e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207144 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -27732604.000000 Penalty: 6100.350586
	Iteration 36Q: 3 clusters Score -2.77326e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207182 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -27732592.000000 Penalty: 6100.350586
	Iteration 37Q: 3 clusters Score -2.773259e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207218 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -27732534.000000 Penalty: 6100.350586
	Iteration 38Q: 3 clusters Score -2.773253e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207250 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -27732532.000000 Penalty: 6100.350586
	Iteration 39Q: 3 clusters Score -2.773253e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207276 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -27732530.000000 Penalty: 6100.350586
	Iteration 40F: 3 clusters Score -2.773253e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207304 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -27732558.000000 Penalty: 6100.350586
	Iteration 41Q: 3 clusters Score -2.773256e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207329 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -27732508.000000 Penalty: 6100.350586
	Iteration 42Q: 3 clusters Score -2.773251e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207355 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -27732510.000000 Penalty: 6100.350586
	Iteration 43Q: 3 clusters Score -2.773251e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207387 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -27732516.000000 Penalty: 6100.350586
	Iteration 44Q: 3 clusters Score -2.773252e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207430 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -27732514.000000 Penalty: 6100.350586
	Iteration 45Q: 3 clusters Score -2.773251e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207474 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -27732484.000000 Penalty: 6100.350586
	Iteration 46Q: 3 clusters Score -2.773248e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207522 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -27732494.000000 Penalty: 6100.350586
	Iteration 47Q: 3 clusters Score -2.773249e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207566 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -27732468.000000 Penalty: 6100.350586
	Iteration 48Q: 3 clusters Score -2.773247e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207622 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -27732470.000000 Penalty: 6100.350586
	Iteration 49Q: 3 clusters Score -2.773247e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207684 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -27732518.000000 Penalty: 6100.350586
	Iteration 50Q: 3 clusters Score -2.773252e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207752 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -27732486.000000 Penalty: 6100.350586
	Iteration 51Q: 3 clusters Score -2.773249e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207839 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -27732554.000000 Penalty: 6100.350586
	Iteration 52Q: 3 clusters Score -2.773255e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207964 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -27732668.000000 Penalty: 6100.350586
	Iteration 53Q: 3 clusters Score -2.773267e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208077 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -27732806.000000 Penalty: 6100.350586
	Iteration 54Q: 3 clusters Score -2.773281e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208209 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -27733024.000000 Penalty: 6100.350586
	Iteration 55Q: 3 clusters Score -2.773302e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208317 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -27733272.000000 Penalty: 6100.350586
	Iteration 56Q: 3 clusters Score -2.773327e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208378 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -27733454.000000 Penalty: 6100.350586
	Iteration 57Q: 3 clusters Score -2.773345e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208422 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -27733500.000000 Penalty: 6100.350586
	Iteration 58Q: 3 clusters Score -2.77335e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208432 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -27733606.000000 Penalty: 6100.350586
	Iteration 59Q: 3 clusters Score -2.773361e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208444 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -27733620.000000 Penalty: 6100.350586
	Iteration 60F: 3 clusters Score -2.773362e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208428 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -27733624.000000 Penalty: 6100.350586
	Iteration 61Q: 3 clusters Score -2.773362e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208401 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -27733690.000000 Penalty: 6100.350586
	Iteration 62Q: 3 clusters Score -2.773369e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208401 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -27733678.000000 Penalty: 6100.350586
	Iteration 63Q: 3 clusters Score -2.773368e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208387 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -27733714.000000 Penalty: 6100.350586
	Iteration 64Q: 3 clusters Score -2.773371e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208370 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -27733682.000000 Penalty: 6100.350586
	Iteration 65Q: 3 clusters Score -2.773368e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208358 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -27733708.000000 Penalty: 6100.350586
	Iteration 66Q: 3 clusters Score -2.773371e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208354 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -27733718.000000 Penalty: 6100.350586
	Iteration 67Q: 3 clusters Score -2.773372e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208348 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -27733708.000000 Penalty: 6100.350586
	Iteration 68Q: 3 clusters Score -2.773371e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208343 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -27733668.000000 Penalty: 6100.350586
	Iteration 69Q: 3 clusters Score -2.773367e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208329 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -27733688.000000 Penalty: 6100.350586
	Iteration 70Q: 3 clusters Score -2.773369e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208312 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -27733672.000000 Penalty: 6100.350586
	Iteration 71Q: 3 clusters Score -2.773367e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208308 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -27733686.000000 Penalty: 6100.350586
	Iteration 72Q: 3 clusters Score -2.773369e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208300 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -27733698.000000 Penalty: 6100.350586
	Iteration 73Q: 3 clusters Score -2.77337e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208290 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -27733720.000000 Penalty: 6100.350586
	Iteration 74Q: 3 clusters Score -2.773372e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208275 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -27733726.000000 Penalty: 6100.350586
	Iteration 75Q: 3 clusters Score -2.773373e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208264 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -27733710.000000 Penalty: 6100.350586
	Iteration 76Q: 3 clusters Score -2.773371e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208255 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -27733710.000000 Penalty: 6100.350586
	Iteration 77Q: 3 clusters Score -2.773371e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208248 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -27733704.000000 Penalty: 6100.350586
	Iteration 78Q: 3 clusters Score -2.77337e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208243 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -27733698.000000 Penalty: 6100.350586
	Iteration 79Q: 3 clusters Score -2.77337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208246 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -27733704.000000 Penalty: 6100.350586
	Iteration 80F: 3 clusters Score -2.77337e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208247 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -27733716.000000 Penalty: 6100.350586
	Iteration 81Q: 3 clusters Score -2.773372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208246 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -27733718.000000 Penalty: 6100.350586
	Iteration 82Q: 3 clusters Score -2.773372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208244 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -27733708.000000 Penalty: 6100.350586
	Iteration 83Q: 3 clusters Score -2.773371e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208238 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -27733720.000000 Penalty: 6100.350586
	Iteration 84Q: 3 clusters Score -2.773372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208238 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -27733732.000000 Penalty: 6100.350586
	Iteration 85Q: 3 clusters Score -2.773373e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208238 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -27733732.000000 Penalty: 6100.350586
	Iteration 86F: 3 clusters Score -2.773373e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 12920 members 
Mstep: Class 3 contains 2547 members 
Mstep: Class 4 contains 7686 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 208238 members 
Mstep: Class 8 contains 5563 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 38326 members 
Mstep: Class 11 contains 30563 members 
Mstep: Class 14 contains 134584 members 
Mstep: Class 16 contains 3463 members 
Mstep: Class 17 contains 466 members 
Mstep: Class 18 contains 1373 members 
Entering Unmasked Estep 
Score: -57676484.000000 Penalty: 45280.773438
Splitting cluster 6 changes total score from -57668220.000000 to -57676484.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 8 (5563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Entering Unmasked Estep 
Score: -706762.625000 Penalty: 2138.725342
	Iteration 0F: 2 clusters Score -706762.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -701893.000000 Penalty: 4277.450684
	Iteration 0F: 3 clusters Score -701893 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -703161.937500 Penalty: 4277.450684
	Iteration 1F: 3 clusters Score -703161.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -703450.375000 Penalty: 4277.450684
	Iteration 2F: 3 clusters Score -703450.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -703637.562500 Penalty: 4277.450684
	Iteration 3F: 3 clusters Score -703637.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -703789.187500 Penalty: 4277.450684
	Iteration 4Q: 3 clusters Score -703789.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -703890.375000 Penalty: 4277.450684
	Iteration 5Q: 3 clusters Score -703890.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -703969.875000 Penalty: 4277.450684
	Iteration 6Q: 3 clusters Score -703969.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -704041.687500 Penalty: 4277.450684
	Iteration 7Q: 3 clusters Score -704041.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -704101.500000 Penalty: 4277.450684
	Iteration 8Q: 3 clusters Score -704101.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -704155.375000 Penalty: 4277.450684
	Iteration 9Q: 3 clusters Score -704155.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -704213.437500 Penalty: 4277.450684
	Iteration 10Q: 3 clusters Score -704213.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -704273.375000 Penalty: 4277.450684
	Iteration 11Q: 3 clusters Score -704273.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -704329.312500 Penalty: 4277.450684
	Iteration 12Q: 3 clusters Score -704329.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -704395.937500 Penalty: 4277.450684
	Iteration 13Q: 3 clusters Score -704395.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -704457.250000 Penalty: 4277.450684
	Iteration 14Q: 3 clusters Score -704457.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -704500.875000 Penalty: 4277.450684
	Iteration 15Q: 3 clusters Score -704500.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -704543.750000 Penalty: 4277.450684
	Iteration 16Q: 3 clusters Score -704543.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -704583.125000 Penalty: 4277.450684
	Iteration 17Q: 3 clusters Score -704583.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -704621.625000 Penalty: 4277.450684
	Iteration 18Q: 3 clusters Score -704621.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -704660.500000 Penalty: 4277.450684
	Iteration 19Q: 3 clusters Score -704660.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -704702.187500 Penalty: 4277.450684
	Iteration 20F: 3 clusters Score -704702.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -704736.750000 Penalty: 4277.450684
	Iteration 21Q: 3 clusters Score -704736.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -704773.062500 Penalty: 4277.450684
	Iteration 22Q: 3 clusters Score -704773.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -704811.062500 Penalty: 4277.450684
	Iteration 23Q: 3 clusters Score -704811.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -704861.187500 Penalty: 4277.450684
	Iteration 24Q: 3 clusters Score -704861.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -704906.812500 Penalty: 4277.450684
	Iteration 25Q: 3 clusters Score -704906.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -704949.750000 Penalty: 4277.450684
	Iteration 26Q: 3 clusters Score -704949.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -704978.437500 Penalty: 4277.450684
	Iteration 27Q: 3 clusters Score -704978.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -705007.562500 Penalty: 4277.450684
	Iteration 28Q: 3 clusters Score -705007.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -705035.250000 Penalty: 4277.450684
	Iteration 29Q: 3 clusters Score -705035.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -705060.750000 Penalty: 4277.450684
	Iteration 30Q: 3 clusters Score -705060.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -705090.875000 Penalty: 4277.450684
	Iteration 31Q: 3 clusters Score -705090.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -705117.500000 Penalty: 4277.450684
	Iteration 32Q: 3 clusters Score -705117.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -705158.500000 Penalty: 4277.450684
	Iteration 33Q: 3 clusters Score -705158.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -705183.687500 Penalty: 4277.450684
	Iteration 34Q: 3 clusters Score -705183.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -705200.562500 Penalty: 4277.450684
	Iteration 35Q: 3 clusters Score -705200.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -705207.375000 Penalty: 4277.450684
	Iteration 36Q: 3 clusters Score -705207.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -705215.375000 Penalty: 4277.450684
	Iteration 37Q: 3 clusters Score -705215.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -705219.000000 Penalty: 4277.450684
	Iteration 38Q: 3 clusters Score -705219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -705225.125000 Penalty: 4277.450684
	Iteration 39Q: 3 clusters Score -705225.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -705229.625000 Penalty: 4277.450684
	Iteration 40F: 3 clusters Score -705229.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -705238.375000 Penalty: 4277.450684
	Iteration 41Q: 3 clusters Score -705238.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -705244.625000 Penalty: 4277.450684
	Iteration 42Q: 3 clusters Score -705244.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -705254.062500 Penalty: 4277.450684
	Iteration 43Q: 3 clusters Score -705254.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -705261.062500 Penalty: 4277.450684
	Iteration 44Q: 3 clusters Score -705261.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -705268.375000 Penalty: 4277.450684
	Iteration 45Q: 3 clusters Score -705268.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -705274.875000 Penalty: 4277.450684
	Iteration 46Q: 3 clusters Score -705274.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -705281.250000 Penalty: 4277.450684
	Iteration 47Q: 3 clusters Score -705281.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -705288.062500 Penalty: 4277.450684
	Iteration 48Q: 3 clusters Score -705288.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -705295.250000 Penalty: 4277.450684
	Iteration 49Q: 3 clusters Score -705295.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -705304.062500 Penalty: 4277.450684
	Iteration 50Q: 3 clusters Score -705304.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -705317.000000 Penalty: 4277.450684
	Iteration 51Q: 3 clusters Score -705317 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -705336.875000 Penalty: 4277.450684
	Iteration 52Q: 3 clusters Score -705336.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -705361.937500 Penalty: 4277.450684
	Iteration 53Q: 3 clusters Score -705361.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -705386.750000 Penalty: 4277.450684
	Iteration 54Q: 3 clusters Score -705386.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -705421.062500 Penalty: 4277.450684
	Iteration 55Q: 3 clusters Score -705421.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -705464.312500 Penalty: 4277.450684
	Iteration 56Q: 3 clusters Score -705464.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -705512.687500 Penalty: 4277.450684
	Iteration 57Q: 3 clusters Score -705512.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -705564.812500 Penalty: 4277.450684
	Iteration 58Q: 3 clusters Score -705564.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -705612.562500 Penalty: 4277.450684
	Iteration 59Q: 3 clusters Score -705612.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -705668.250000 Penalty: 4277.450684
	Iteration 60F: 3 clusters Score -705668.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -705727.937500 Penalty: 4277.450684
	Iteration 61Q: 3 clusters Score -705727.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -705754.750000 Penalty: 4277.450684
	Iteration 62Q: 3 clusters Score -705754.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -705773.875000 Penalty: 4277.450684
	Iteration 63Q: 3 clusters Score -705773.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -705785.875000 Penalty: 4277.450684
	Iteration 64Q: 3 clusters Score -705785.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -705793.375000 Penalty: 4277.450684
	Iteration 65Q: 3 clusters Score -705793.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -705799.687500 Penalty: 4277.450684
	Iteration 66Q: 3 clusters Score -705799.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -705804.812500 Penalty: 4277.450684
	Iteration 67Q: 3 clusters Score -705804.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -705808.812500 Penalty: 4277.450684
	Iteration 68Q: 3 clusters Score -705808.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -705812.812500 Penalty: 4277.450684
	Iteration 69Q: 3 clusters Score -705812.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -705814.812500 Penalty: 4277.450684
	Iteration 70Q: 3 clusters Score -705814.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -705818.375000 Penalty: 4277.450684
	Iteration 71Q: 3 clusters Score -705818.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -705823.437500 Penalty: 4277.450684
	Iteration 72Q: 3 clusters Score -705823.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -705825.312500 Penalty: 4277.450684
	Iteration 73Q: 3 clusters Score -705825.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -705829.187500 Penalty: 4277.450684
	Iteration 74Q: 3 clusters Score -705829.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -705831.125000 Penalty: 4277.450684
	Iteration 75Q: 3 clusters Score -705831.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -705832.062500 Penalty: 4277.450684
	Iteration 76Q: 3 clusters Score -705832.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -705832.687500 Penalty: 4277.450684
	Iteration 77Q: 3 clusters Score -705832.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -705836.250000 Penalty: 4277.450684
	Iteration 78Q: 3 clusters Score -705836.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -705837.125000 Penalty: 4277.450684
	Iteration 79Q: 3 clusters Score -705837.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -705837.125000 Penalty: 4277.450684
	Iteration 80F: 3 clusters Score -705837.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Entering Unmasked Estep 
Score: -126490.031250 Penalty: 1765.268066
	Iteration 0F: 2 clusters Score -126490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -124495.132812 Penalty: 3530.536133
	Iteration 0F: 3 clusters Score -124495.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -125028.148438 Penalty: 3530.536133
	Iteration 1F: 3 clusters Score -125028.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -125190.968750 Penalty: 3530.536133
	Iteration 2F: 3 clusters Score -125191 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -125375.578125 Penalty: 3530.536133
	Iteration 3F: 3 clusters Score -125375.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -125762.453125 Penalty: 3530.536133
	Iteration 4F: 3 clusters Score -125762.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -126447.781250 Penalty: 3530.536133
	Iteration 5F: 3 clusters Score -126447.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -126843.914062 Penalty: 3530.536133
	Iteration 6F: 3 clusters Score -126843.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -127421.093750 Penalty: 3530.536133
	Iteration 7Q: 3 clusters Score -127421.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -127936.882812 Penalty: 3530.536133
	Iteration 8Q: 3 clusters Score -127936.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -128346.898438 Penalty: 3530.536133
	Iteration 9Q: 3 clusters Score -128346.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -128626.851562 Penalty: 3530.536133
	Iteration 10Q: 3 clusters Score -128626.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -128830.367188 Penalty: 3530.536133
	Iteration 11Q: 3 clusters Score -128830.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -128965.242188 Penalty: 3530.536133
	Iteration 12Q: 3 clusters Score -128965.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -129105.281250 Penalty: 3530.536133
	Iteration 13Q: 3 clusters Score -129105.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -129179.554688 Penalty: 3530.536133
	Iteration 14Q: 3 clusters Score -129179.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -129233.132812 Penalty: 3530.536133
	Iteration 15Q: 3 clusters Score -129233.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -129300.171875 Penalty: 3530.536133
	Iteration 16Q: 3 clusters Score -129300.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -129335.000000 Penalty: 3530.536133
	Iteration 17Q: 3 clusters Score -129335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -129370.437500 Penalty: 3530.536133
	Iteration 18Q: 3 clusters Score -129370.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -129375.320312 Penalty: 3530.536133
	Iteration 19Q: 3 clusters Score -129375.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -129379.453125 Penalty: 3530.536133
	Iteration 20F: 3 clusters Score -129379.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -129386.125000 Penalty: 3530.536133
	Iteration 21Q: 3 clusters Score -129386.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -129398.914062 Penalty: 3530.536133
	Iteration 22Q: 3 clusters Score -129398.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -129422.804688 Penalty: 3530.536133
	Iteration 23Q: 3 clusters Score -129422.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -129435.906250 Penalty: 3530.536133
	Iteration 24Q: 3 clusters Score -129435.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -129498.585938 Penalty: 3530.536133
	Iteration 25Q: 3 clusters Score -129498.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -129685.570312 Penalty: 3530.536133
	Iteration 26Q: 3 clusters Score -129685.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -129787.171875 Penalty: 3530.536133
	Iteration 27Q: 3 clusters Score -129787.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -129811.890625 Penalty: 3530.536133
	Iteration 28Q: 3 clusters Score -129811.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -129820.437500 Penalty: 3530.536133
	Iteration 29Q: 3 clusters Score -129820.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -129822.796875 Penalty: 3530.536133
	Iteration 30Q: 3 clusters Score -129822.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -129828.632812 Penalty: 3530.536133
	Iteration 31Q: 3 clusters Score -129828.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -129837.796875 Penalty: 3530.536133
	Iteration 32Q: 3 clusters Score -129837.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -129837.796875 Penalty: 3530.536133
	Iteration 33F: 3 clusters Score -129837.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 12920 members 
Mstep: Class 3 contains 2547 members 
Mstep: Class 4 contains 7686 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 208238 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 5563 members 
Mstep: Class 9 contains 646 members 
Mstep: Class 10 contains 38326 members 
Mstep: Class 11 contains 30563 members 
Mstep: Class 14 contains 134584 members 
Mstep: Class 16 contains 3463 members 
Mstep: Class 17 contains 466 members 
Mstep: Class 18 contains 1373 members 
Entering Unmasked Estep 
Score: -57678400.000000 Penalty: 48515.113281
Splitting cluster 9 changes total score from -57668220.000000 to -57678400.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 10 (38326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38326 members 
Entering Unmasked Estep 
Score: -4919636.500000 Penalty: 2617.363037
	Iteration 0F: 2 clusters Score -4919636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -4893578.500000 Penalty: 5234.726074
	Iteration 0F: 3 clusters Score -4893578 nChanged 17469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -4903267.000000 Penalty: 5234.726074
	Iteration 1F: 3 clusters Score -4903267 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -4903692.500000 Penalty: 5234.726074
	Iteration 2Q: 3 clusters Score -4903692 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -4904090.500000 Penalty: 5234.726074
	Iteration 3Q: 3 clusters Score -4904090 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -4904434.500000 Penalty: 5234.726074
	Iteration 4Q: 3 clusters Score -4904434 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -4904853.000000 Penalty: 5234.726074
	Iteration 5Q: 3 clusters Score -4904853 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -4905329.000000 Penalty: 5234.726074
	Iteration 6Q: 3 clusters Score -4905329 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -4905951.000000 Penalty: 5234.726074
	Iteration 7Q: 3 clusters Score -4905951 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -4906762.500000 Penalty: 5234.726074
	Iteration 8Q: 3 clusters Score -4906762 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -4907823.500000 Penalty: 5234.726074
	Iteration 9Q: 3 clusters Score -4907824 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -4909136.000000 Penalty: 5234.726074
	Iteration 10F: 3 clusters Score -4909136 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -4910479.500000 Penalty: 5234.726074
	Iteration 11F: 3 clusters Score -4910480 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -4911607.000000 Penalty: 5234.726074
	Iteration 12Q: 3 clusters Score -4911607 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -4912532.500000 Penalty: 5234.726074
	Iteration 13Q: 3 clusters Score -4912532 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -4913199.500000 Penalty: 5234.726074
	Iteration 14Q: 3 clusters Score -4913200 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -4913673.000000 Penalty: 5234.726074
	Iteration 15Q: 3 clusters Score -4913673 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -4914162.500000 Penalty: 5234.726074
	Iteration 16Q: 3 clusters Score -4914162 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
Score: -4914577.000000 Penalty: 5234.726074
	Iteration 17Q: 3 clusters Score -4914577 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -4915034.000000 Penalty: 5234.726074
	Iteration 18Q: 3 clusters Score -4915034 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -4915576.000000 Penalty: 5234.726074
	Iteration 19Q: 3 clusters Score -4915576 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -4916149.000000 Penalty: 5234.726074
	Iteration 20F: 3 clusters Score -4916149 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 34387 members 
Entering Unmasked Estep 
Score: -4916575.500000 Penalty: 5234.726074
	Iteration 21Q: 3 clusters Score -4916576 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -4916891.500000 Penalty: 5234.726074
	Iteration 22Q: 3 clusters Score -4916892 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -4917084.500000 Penalty: 5234.726074
	Iteration 23Q: 3 clusters Score -4917084 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -4917191.500000 Penalty: 5234.726074
	Iteration 24Q: 3 clusters Score -4917192 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -4917267.500000 Penalty: 5234.726074
	Iteration 25Q: 3 clusters Score -4917268 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -4917318.000000 Penalty: 5234.726074
	Iteration 26Q: 3 clusters Score -4917318 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -4917345.500000 Penalty: 5234.726074
	Iteration 27Q: 3 clusters Score -4917346 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -4917357.500000 Penalty: 5234.726074
	Iteration 28Q: 3 clusters Score -4917358 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -4917384.500000 Penalty: 5234.726074
	Iteration 29Q: 3 clusters Score -4917384 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -4917407.500000 Penalty: 5234.726074
	Iteration 30Q: 3 clusters Score -4917408 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -4917411.000000 Penalty: 5234.726074
	Iteration 31Q: 3 clusters Score -4917411 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -4917437.500000 Penalty: 5234.726074
	Iteration 32Q: 3 clusters Score -4917438 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -4917447.000000 Penalty: 5234.726074
	Iteration 33Q: 3 clusters Score -4917447 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -4917454.000000 Penalty: 5234.726074
	Iteration 34Q: 3 clusters Score -4917454 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -4917458.500000 Penalty: 5234.726074
	Iteration 35Q: 3 clusters Score -4917458 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -4917470.500000 Penalty: 5234.726074
	Iteration 36Q: 3 clusters Score -4917470 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -4917475.000000 Penalty: 5234.726074
	Iteration 37Q: 3 clusters Score -4917475 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 34565 members 
Entering Unmasked Estep 
Score: -4917481.500000 Penalty: 5234.726074
	Iteration 38Q: 3 clusters Score -4917482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -4917482.000000 Penalty: 5234.726074
	Iteration 39Q: 3 clusters Score -4917482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 34545 members 
Entering Unmasked Estep 
Score: -4917487.000000 Penalty: 5234.726074
	Iteration 40F: 3 clusters Score -4917487 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 34534 members 
Entering Unmasked Estep 
Score: -4917493.000000 Penalty: 5234.726074
	Iteration 41Q: 3 clusters Score -4917493 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -4917490.500000 Penalty: 5234.726074
	Iteration 42Q: 3 clusters Score -4917490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -4917490.000000 Penalty: 5234.726074
	Iteration 43Q: 3 clusters Score -4917490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -4917489.500000 Penalty: 5234.726074
	Iteration 44Q: 3 clusters Score -4917490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -4917498.000000 Penalty: 5234.726074
	Iteration 45Q: 3 clusters Score -4917498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -4917504.000000 Penalty: 5234.726074
	Iteration 46Q: 3 clusters Score -4917504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -4917505.000000 Penalty: 5234.726074
	Iteration 47Q: 3 clusters Score -4917505 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -4917506.000000 Penalty: 5234.726074
	Iteration 48Q: 3 clusters Score -4917506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 34479 members 
Entering Unmasked Estep 
Score: -4917502.500000 Penalty: 5234.726074
	Iteration 49Q: 3 clusters Score -4917502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 34477 members 
Entering Unmasked Estep 
Score: -4917501.000000 Penalty: 5234.726074
	Iteration 50Q: 3 clusters Score -4917501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -4917501.500000 Penalty: 5234.726074
	Iteration 51Q: 3 clusters Score -4917502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -4917506.000000 Penalty: 5234.726074
	Iteration 52Q: 3 clusters Score -4917506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -4917508.500000 Penalty: 5234.726074
	Iteration 53Q: 3 clusters Score -4917508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -4917513.500000 Penalty: 5234.726074
	Iteration 54Q: 3 clusters Score -4917514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -4917513.000000 Penalty: 5234.726074
	Iteration 55Q: 3 clusters Score -4917513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -4917506.000000 Penalty: 5234.726074
	Iteration 56Q: 3 clusters Score -4917506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -4917507.000000 Penalty: 5234.726074
	Iteration 57Q: 3 clusters Score -4917507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -4917507.000000 Penalty: 5234.726074
	Iteration 58F: 3 clusters Score -4917507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (30563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Entering Unmasked Estep 
Score: -3817110.500000 Penalty: 2561.231201
	Iteration 0F: 2 clusters Score -3817110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -3796184.250000 Penalty: 5122.462402
	Iteration 0F: 3 clusters Score -3796184 nChanged 13698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -3803621.000000 Penalty: 5122.462402
	Iteration 1F: 3 clusters Score -3803621 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -3804097.500000 Penalty: 5122.462402
	Iteration 2Q: 3 clusters Score -3804098 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -3804639.000000 Penalty: 5122.462402
	Iteration 3Q: 3 clusters Score -3804639 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -3805282.750000 Penalty: 5122.462402
	Iteration 4Q: 3 clusters Score -3805283 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -3806203.500000 Penalty: 5122.462402
	Iteration 5F: 3 clusters Score -3806204 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -3807573.750000 Penalty: 5122.462402
	Iteration 6F: 3 clusters Score -3807574 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -3809463.000000 Penalty: 5122.462402
	Iteration 7F: 3 clusters Score -3809463 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -3811599.500000 Penalty: 5122.462402
	Iteration 8F: 3 clusters Score -3811600 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -3813270.250000 Penalty: 5122.462402
	Iteration 9F: 3 clusters Score -3813270 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -3814198.000000 Penalty: 5122.462402
	Iteration 10Q: 3 clusters Score -3814198 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -3814592.000000 Penalty: 5122.462402
	Iteration 11Q: 3 clusters Score -3814592 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -3814764.750000 Penalty: 5122.462402
	Iteration 12Q: 3 clusters Score -3814765 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -3814847.500000 Penalty: 5122.462402
	Iteration 13Q: 3 clusters Score -3814848 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -3814906.750000 Penalty: 5122.462402
	Iteration 14Q: 3 clusters Score -3814907 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -3814948.250000 Penalty: 5122.462402
	Iteration 15Q: 3 clusters Score -3814948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -3814978.000000 Penalty: 5122.462402
	Iteration 16Q: 3 clusters Score -3814978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -3815007.750000 Penalty: 5122.462402
	Iteration 17Q: 3 clusters Score -3815008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -3815009.500000 Penalty: 5122.462402
	Iteration 18Q: 3 clusters Score -3815010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -3815018.500000 Penalty: 5122.462402
	Iteration 19Q: 3 clusters Score -3815018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -3815022.250000 Penalty: 5122.462402
	Iteration 20F: 3 clusters Score -3815022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (134584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134584 members 
Entering Unmasked Estep 
Score: -17194094.000000 Penalty: 2928.866211
	Iteration 0F: 2 clusters Score -1.719409e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67283 members 
Mstep: Class 2 contains 67301 members 
Entering Unmasked Estep 
Score: -17104342.000000 Penalty: 5857.732422
	Iteration 0F: 3 clusters Score -1.710434e+07 nChanged 64105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67644 members 
Mstep: Class 2 contains 66940 members 
Entering Unmasked Estep 
Score: -17141980.000000 Penalty: 5857.732422
	Iteration 1F: 3 clusters Score -1.714198e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67610 members 
Mstep: Class 2 contains 66974 members 
Entering Unmasked Estep 
Score: -17143666.000000 Penalty: 5857.732422
	Iteration 2Q: 3 clusters Score -1.714367e+07 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67450 members 
Mstep: Class 2 contains 67134 members 
Entering Unmasked Estep 
Score: -17146408.000000 Penalty: 5857.732422
	Iteration 3Q: 3 clusters Score -1.714641e+07 nChanged 6992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66970 members 
Mstep: Class 2 contains 67614 members 
Entering Unmasked Estep 
Score: -17151098.000000 Penalty: 5857.732422
	Iteration 4F: 3 clusters Score -1.71511e+07 nChanged 8716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65754 members 
Mstep: Class 2 contains 68830 members 
Entering Unmasked Estep 
Score: -17158254.000000 Penalty: 5857.732422
	Iteration 5F: 3 clusters Score -1.715825e+07 nChanged 10219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64049 members 
Mstep: Class 2 contains 70535 members 
Entering Unmasked Estep 
Score: -17167814.000000 Penalty: 5857.732422
	Iteration 6F: 3 clusters Score -1.716781e+07 nChanged 10256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62897 members 
Mstep: Class 2 contains 71687 members 
Entering Unmasked Estep 
Score: -17176430.000000 Penalty: 5857.732422
	Iteration 7F: 3 clusters Score -1.717643e+07 nChanged 8780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62843 members 
Mstep: Class 2 contains 71741 members 
Entering Unmasked Estep 
Score: -17182020.000000 Penalty: 5857.732422
	Iteration 8F: 3 clusters Score -1.718202e+07 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63552 members 
Mstep: Class 2 contains 71032 members 
Entering Unmasked Estep 
Score: -17184304.000000 Penalty: 5857.732422
	Iteration 9Q: 3 clusters Score -1.71843e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64506 members 
Mstep: Class 2 contains 70078 members 
Entering Unmasked Estep 
Score: -17185434.000000 Penalty: 5857.732422
	Iteration 10Q: 3 clusters Score -1.718543e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65661 members 
Mstep: Class 2 contains 68923 members 
Entering Unmasked Estep 
Score: -17186092.000000 Penalty: 5857.732422
	Iteration 11Q: 3 clusters Score -1.718609e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66898 members 
Mstep: Class 2 contains 67686 members 
Entering Unmasked Estep 
Score: -17186440.000000 Penalty: 5857.732422
	Iteration 12Q: 3 clusters Score -1.718644e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68256 members 
Mstep: Class 2 contains 66328 members 
Entering Unmasked Estep 
Score: -17186914.000000 Penalty: 5857.732422
	Iteration 13Q: 3 clusters Score -1.718691e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69775 members 
Mstep: Class 2 contains 64809 members 
Entering Unmasked Estep 
Score: -17187372.000000 Penalty: 5857.732422
	Iteration 14Q: 3 clusters Score -1.718737e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71408 members 
Mstep: Class 2 contains 63176 members 
Entering Unmasked Estep 
Score: -17187852.000000 Penalty: 5857.732422
	Iteration 15Q: 3 clusters Score -1.718785e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73215 members 
Mstep: Class 2 contains 61369 members 
Entering Unmasked Estep 
Score: -17188404.000000 Penalty: 5857.732422
	Iteration 16Q: 3 clusters Score -1.71884e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75154 members 
Mstep: Class 2 contains 59430 members 
Entering Unmasked Estep 
Score: -17188940.000000 Penalty: 5857.732422
	Iteration 17Q: 3 clusters Score -1.718894e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77148 members 
Mstep: Class 2 contains 57436 members 
Entering Unmasked Estep 
Score: -17189546.000000 Penalty: 5857.732422
	Iteration 18Q: 3 clusters Score -1.718955e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79261 members 
Mstep: Class 2 contains 55323 members 
Entering Unmasked Estep 
Score: -17190182.000000 Penalty: 5857.732422
	Iteration 19Q: 3 clusters Score -1.719018e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81396 members 
Mstep: Class 2 contains 53188 members 
Entering Unmasked Estep 
Score: -17190870.000000 Penalty: 5857.732422
	Iteration 20F: 3 clusters Score -1.719087e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83587 members 
Mstep: Class 2 contains 50997 members 
Entering Unmasked Estep 
Score: -17191588.000000 Penalty: 5857.732422
	Iteration 21Q: 3 clusters Score -1.719159e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85928 members 
Mstep: Class 2 contains 48656 members 
Entering Unmasked Estep 
Score: -17192444.000000 Penalty: 5857.732422
	Iteration 22Q: 3 clusters Score -1.719244e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88286 members 
Mstep: Class 2 contains 46298 members 
Entering Unmasked Estep 
Score: -17193220.000000 Penalty: 5857.732422
	Iteration 23Q: 3 clusters Score -1.719322e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90777 members 
Mstep: Class 2 contains 43807 members 
Entering Unmasked Estep 
Score: -17194238.000000 Penalty: 5857.732422
	Iteration 24Q: 3 clusters Score -1.719424e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93274 members 
Mstep: Class 2 contains 41310 members 
Entering Unmasked Estep 
Score: -17195336.000000 Penalty: 5857.732422
	Iteration 25Q: 3 clusters Score -1.719534e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95767 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -17196746.000000 Penalty: 5857.732422
	Iteration 26Q: 3 clusters Score -1.719675e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98249 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -17198218.000000 Penalty: 5857.732422
	Iteration 27Q: 3 clusters Score -1.719822e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100532 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -17199588.000000 Penalty: 5857.732422
	Iteration 28Q: 3 clusters Score -1.719959e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102576 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -17200782.000000 Penalty: 5857.732422
	Iteration 29Q: 3 clusters Score -1.720078e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104267 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -17201534.000000 Penalty: 5857.732422
	Iteration 30Q: 3 clusters Score -1.720153e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105657 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -17202122.000000 Penalty: 5857.732422
	Iteration 31Q: 3 clusters Score -1.720212e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106755 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -17202452.000000 Penalty: 5857.732422
	Iteration 32Q: 3 clusters Score -1.720245e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107613 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -17202622.000000 Penalty: 5857.732422
	Iteration 33Q: 3 clusters Score -1.720262e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108311 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -17202748.000000 Penalty: 5857.732422
	Iteration 34Q: 3 clusters Score -1.720275e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108880 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -17202832.000000 Penalty: 5857.732422
	Iteration 35Q: 3 clusters Score -1.720283e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109331 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -17202852.000000 Penalty: 5857.732422
	Iteration 36Q: 3 clusters Score -1.720285e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109713 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -17202890.000000 Penalty: 5857.732422
	Iteration 37Q: 3 clusters Score -1.720289e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110022 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -17202940.000000 Penalty: 5857.732422
	Iteration 38Q: 3 clusters Score -1.720294e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110267 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -17202956.000000 Penalty: 5857.732422
	Iteration 39Q: 3 clusters Score -1.720296e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110461 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -17202978.000000 Penalty: 5857.732422
	Iteration 40F: 3 clusters Score -1.720298e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110623 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -17202966.000000 Penalty: 5857.732422
	Iteration 41Q: 3 clusters Score -1.720297e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110759 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -17202948.000000 Penalty: 5857.732422
	Iteration 42Q: 3 clusters Score -1.720295e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110863 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -17202956.000000 Penalty: 5857.732422
	Iteration 43Q: 3 clusters Score -1.720296e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110949 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -17202944.000000 Penalty: 5857.732422
	Iteration 44Q: 3 clusters Score -1.720294e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111006 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -17202964.000000 Penalty: 5857.732422
	Iteration 45Q: 3 clusters Score -1.720296e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111053 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -17202972.000000 Penalty: 5857.732422
	Iteration 46Q: 3 clusters Score -1.720297e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111105 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -17202958.000000 Penalty: 5857.732422
	Iteration 47Q: 3 clusters Score -1.720296e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111146 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -17202952.000000 Penalty: 5857.732422
	Iteration 48Q: 3 clusters Score -1.720295e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111171 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -17202968.000000 Penalty: 5857.732422
	Iteration 49Q: 3 clusters Score -1.720297e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111201 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -17202972.000000 Penalty: 5857.732422
	Iteration 50Q: 3 clusters Score -1.720297e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111223 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -17202956.000000 Penalty: 5857.732422
	Iteration 51Q: 3 clusters Score -1.720296e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111244 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -17202960.000000 Penalty: 5857.732422
	Iteration 52Q: 3 clusters Score -1.720296e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111260 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -17202956.000000 Penalty: 5857.732422
	Iteration 53Q: 3 clusters Score -1.720296e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111277 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -17202958.000000 Penalty: 5857.732422
	Iteration 54Q: 3 clusters Score -1.720296e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111291 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -17202970.000000 Penalty: 5857.732422
	Iteration 55Q: 3 clusters Score -1.720297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111297 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -17202964.000000 Penalty: 5857.732422
	Iteration 56Q: 3 clusters Score -1.720296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111300 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -17202972.000000 Penalty: 5857.732422
	Iteration 57Q: 3 clusters Score -1.720297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111303 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -17202970.000000 Penalty: 5857.732422
	Iteration 58Q: 3 clusters Score -1.720297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111305 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -17202980.000000 Penalty: 5857.732422
	Iteration 59Q: 3 clusters Score -1.720298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111308 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -17202984.000000 Penalty: 5857.732422
	Iteration 60F: 3 clusters Score -1.720298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111313 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -17202980.000000 Penalty: 5857.732422
	Iteration 61Q: 3 clusters Score -1.720298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111319 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -17202972.000000 Penalty: 5857.732422
	Iteration 62Q: 3 clusters Score -1.720297e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111328 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -17202974.000000 Penalty: 5857.732422
	Iteration 63Q: 3 clusters Score -1.720297e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111336 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -17202964.000000 Penalty: 5857.732422
	Iteration 64Q: 3 clusters Score -1.720296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111339 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -17202964.000000 Penalty: 5857.732422
	Iteration 65Q: 3 clusters Score -1.720296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111341 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -17202958.000000 Penalty: 5857.732422
	Iteration 66Q: 3 clusters Score -1.720296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111344 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -17202960.000000 Penalty: 5857.732422
	Iteration 67Q: 3 clusters Score -1.720296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111346 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -17202964.000000 Penalty: 5857.732422
	Iteration 68Q: 3 clusters Score -1.720296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111350 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -17202968.000000 Penalty: 5857.732422
	Iteration 69Q: 3 clusters Score -1.720297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111352 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -17202976.000000 Penalty: 5857.732422
	Iteration 70Q: 3 clusters Score -1.720298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111354 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -17202974.000000 Penalty: 5857.732422
	Iteration 71Q: 3 clusters Score -1.720297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111355 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -17202984.000000 Penalty: 5857.732422
	Iteration 72Q: 3 clusters Score -1.720298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111358 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -17202978.000000 Penalty: 5857.732422
	Iteration 73Q: 3 clusters Score -1.720298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111362 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -17202982.000000 Penalty: 5857.732422
	Iteration 74Q: 3 clusters Score -1.720298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111366 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -17202984.000000 Penalty: 5857.732422
	Iteration 75Q: 3 clusters Score -1.720298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111370 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -17202984.000000 Penalty: 5857.732422
	Iteration 76Q: 3 clusters Score -1.720298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111372 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -17202986.000000 Penalty: 5857.732422
	Iteration 77Q: 3 clusters Score -1.720299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111375 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -17202988.000000 Penalty: 5857.732422
	Iteration 78Q: 3 clusters Score -1.720299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111377 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -17202980.000000 Penalty: 5857.732422
	Iteration 79Q: 3 clusters Score -1.720298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111377 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -17202980.000000 Penalty: 5857.732422
	Iteration 80F: 3 clusters Score -1.720298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 12920 members 
Mstep: Class 3 contains 2547 members 
Mstep: Class 4 contains 7686 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 208238 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 5563 members 
Mstep: Class 9 contains 646 members 
Mstep: Class 10 contains 38326 members 
Mstep: Class 11 contains 30563 members 
Mstep: Class 12 contains 23207 members 
Mstep: Class 14 contains 111377 members 
Mstep: Class 16 contains 3463 members 
Mstep: Class 17 contains 466 members 
Mstep: Class 18 contains 1373 members 
Entering Unmasked Estep 
Score: -57687488.000000 Penalty: 51749.457031
Splitting cluster 14 changes total score from -57668220.000000 to -57687488.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 16 (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: -444272.437500 Penalty: 2021.172974
	Iteration 0F: 2 clusters Score -444272.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -440654.531250 Penalty: 4042.345947
	Iteration 0F: 3 clusters Score -440654.5 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -441386.312500 Penalty: 4042.345947
	Iteration 1F: 3 clusters Score -441386.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -441570.187500 Penalty: 4042.345947
	Iteration 2F: 3 clusters Score -441570.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -441701.687500 Penalty: 4042.345947
	Iteration 3F: 3 clusters Score -441701.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -441821.093750 Penalty: 4042.345947
	Iteration 4Q: 3 clusters Score -441821.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -442006.062500 Penalty: 4042.345947
	Iteration 5Q: 3 clusters Score -442006.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -442353.406250 Penalty: 4042.345947
	Iteration 6F: 3 clusters Score -442353.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -443131.718750 Penalty: 4042.345947
	Iteration 7F: 3 clusters Score -443131.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -443999.031250 Penalty: 4042.345947
	Iteration 8F: 3 clusters Score -443999 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -444370.437500 Penalty: 4042.345947
	Iteration 9F: 3 clusters Score -444370.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -444629.468750 Penalty: 4042.345947
	Iteration 10F: 3 clusters Score -444629.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -444811.218750 Penalty: 4042.345947
	Iteration 11Q: 3 clusters Score -444811.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -444942.093750 Penalty: 4042.345947
	Iteration 12Q: 3 clusters Score -444942.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -445036.687500 Penalty: 4042.345947
	Iteration 13Q: 3 clusters Score -445036.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -445124.937500 Penalty: 4042.345947
	Iteration 14Q: 3 clusters Score -445124.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -445204.406250 Penalty: 4042.345947
	Iteration 15Q: 3 clusters Score -445204.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -445218.281250 Penalty: 4042.345947
	Iteration 16Q: 3 clusters Score -445218.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -445220.937500 Penalty: 4042.345947
	Iteration 17Q: 3 clusters Score -445220.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -445220.937500 Penalty: 4042.345947
	Iteration 18F: 3 clusters Score -445220.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 12920 members 
Mstep: Class 3 contains 2547 members 
Mstep: Class 4 contains 7686 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 208238 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 5563 members 
Mstep: Class 9 contains 646 members 
Mstep: Class 10 contains 38326 members 
Mstep: Class 11 contains 30563 members 
Mstep: Class 12 contains 23207 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 111377 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 466 members 
Mstep: Class 18 contains 1373 members 
Entering Unmasked Estep 
Score: -57687252.000000 Penalty: 54983.796875
Splitting cluster 16 changes total score from -57668220.000000 to -57687252.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 17 (466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Entering Unmasked Estep 
Score: -49695.574219 Penalty: 1523.758057
	Iteration 0F: 2 clusters Score -49695.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -48255.242188 Penalty: 3047.516113
	Iteration 0F: 3 clusters Score -48255.24 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -48549.878906 Penalty: 3047.516113
	Iteration 1F: 3 clusters Score -48549.88 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -48702.851562 Penalty: 3047.516113
	Iteration 2F: 3 clusters Score -48702.85 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -49011.031250 Penalty: 3047.516113
	Iteration 3F: 3 clusters Score -49011.03 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -49607.207031 Penalty: 3047.516113
	Iteration 4F: 3 clusters Score -49607.21 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -50039.492188 Penalty: 3047.516113
	Iteration 5F: 3 clusters Score -50039.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -50155.847656 Penalty: 3047.516113
	Iteration 6Q: 3 clusters Score -50155.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -50188.300781 Penalty: 3047.516113
	Iteration 7Q: 3 clusters Score -50188.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -50197.046875 Penalty: 3047.516113
	Iteration 8Q: 3 clusters Score -50197.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -50200.949219 Penalty: 3047.516113
	Iteration 9Q: 3 clusters Score -50200.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -50200.949219 Penalty: 3047.516113
	Iteration 10F: 3 clusters Score -50200.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 12920 members 
Mstep: Class 3 contains 2547 members 
Mstep: Class 4 contains 7686 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 208238 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 5563 members 
Mstep: Class 9 contains 646 members 
Mstep: Class 10 contains 38326 members 
Mstep: Class 11 contains 30563 members 
Mstep: Class 12 contains 23207 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 111377 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 1373 members 
Entering Unmasked Estep 
Score: -57686084.000000 Penalty: 58218.136719
Splitting cluster 17 changes total score from -57668220.000000 to -57686084.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 18 (1373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Entering Unmasked Estep 
Score: -140953.312500 Penalty: 1791.738892
	Iteration 0F: 2 clusters Score -140953.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -139006.640625 Penalty: 3583.477783
	Iteration 0F: 3 clusters Score -139006.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -140534.531250 Penalty: 3583.477783
	Iteration 1F: 3 clusters Score -140534.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -141665.750000 Penalty: 3583.477783
	Iteration 2F: 3 clusters Score -141665.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -142485.546875 Penalty: 3583.477783
	Iteration 3F: 3 clusters Score -142485.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -142996.265625 Penalty: 3583.477783
	Iteration 4F: 3 clusters Score -142996.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -143192.796875 Penalty: 3583.477783
	Iteration 5Q: 3 clusters Score -143192.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -143304.093750 Penalty: 3583.477783
	Iteration 6Q: 3 clusters Score -143304.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -143347.578125 Penalty: 3583.477783
	Iteration 7Q: 3 clusters Score -143347.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -143388.093750 Penalty: 3583.477783
	Iteration 8Q: 3 clusters Score -143388.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -143441.640625 Penalty: 3583.477783
	Iteration 9Q: 3 clusters Score -143441.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -143498.437500 Penalty: 3583.477783
	Iteration 10Q: 3 clusters Score -143498.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -143531.718750 Penalty: 3583.477783
	Iteration 11Q: 3 clusters Score -143531.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -143553.000000 Penalty: 3583.477783
	Iteration 12Q: 3 clusters Score -143553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -143555.359375 Penalty: 3583.477783
	Iteration 13Q: 3 clusters Score -143555.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -143570.875000 Penalty: 3583.477783
	Iteration 14Q: 3 clusters Score -143570.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -143587.000000 Penalty: 3583.477783
	Iteration 15Q: 3 clusters Score -143587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -143610.593750 Penalty: 3583.477783
	Iteration 16Q: 3 clusters Score -143610.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -143652.453125 Penalty: 3583.477783
	Iteration 17Q: 3 clusters Score -143652.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -143693.531250 Penalty: 3583.477783
	Iteration 18Q: 3 clusters Score -143693.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -143693.531250 Penalty: 3583.477783
	Iteration 19F: 3 clusters Score -143693.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 12920 members 
Mstep: Class 3 contains 2547 members 
Mstep: Class 4 contains 7686 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 208238 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 5563 members 
Mstep: Class 9 contains 646 members 
Mstep: Class 10 contains 38326 members 
Mstep: Class 11 contains 30563 members 
Mstep: Class 12 contains 23207 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 111377 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 1146 members 
Entering Unmasked Estep 
Score: -57687432.000000 Penalty: 61452.480469
Splitting cluster 18 changes total score from -57668220.000000 to -57687432.000000
So it's getting split into cluster 19.
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 2 contains 12920 members 
Mstep: Class 3 contains 2547 members 
Mstep: Class 4 contains 7686 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 208238 members 
Mstep: Class 8 contains 5563 members 
Mstep: Class 9 contains 646 members 
Mstep: Class 10 contains 38326 members 
Mstep: Class 11 contains 30563 members 
Mstep: Class 14 contains 111377 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57692356.000000 Penalty: 61452.480469
Iteration 39Q: 20 clusters Score -5.769236e+07 nChanged 13352
Entering Unmasked Mstep 
Mstep: Class 0 contains 830 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 12688 members 
Mstep: Class 3 contains 2520 members 
Mstep: Class 4 contains 7701 members 
Mstep: Class 5 contains 2188 members 
Mstep: Class 6 contains 211998 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 5869 members 
Mstep: Class 9 contains 649 members 
Mstep: Class 10 contains 38678 members 
Mstep: Class 11 contains 29216 members 
Mstep: Class 12 contains 21797 members 
Mstep: Class 13 contains 3049 members 
Mstep: Class 14 contains 109650 members 
Mstep: Class 15 contains 359 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 109 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 1141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57697056.000000 Penalty: 61452.480469
Iteration 40F: 20 clusters Score -5.769706e+07 nChanged 9026
Entering Unmasked Mstep 
Mstep: Class 0 contains 809 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 12512 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 7685 members 
Mstep: Class 5 contains 2181 members 
Mstep: Class 6 contains 213715 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 651 members 
Mstep: Class 10 contains 38836 members 
Mstep: Class 11 contains 28256 members 
Mstep: Class 12 contains 21548 members 
Mstep: Class 13 contains 3699 members 
Mstep: Class 14 contains 107813 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 786 members 
Mstep: Class 17 contains 129 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 1135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57700640.000000 Penalty: 61452.480469
Iteration 41Q: 20 clusters Score -5.770064e+07 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 802 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 12357 members 
Mstep: Class 3 contains 2402 members 
Mstep: Class 4 contains 7667 members 
Mstep: Class 5 contains 2177 members 
Mstep: Class 6 contains 215136 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 5741 members 
Mstep: Class 9 contains 652 members 
Mstep: Class 10 contains 39012 members 
Mstep: Class 11 contains 27369 members 
Mstep: Class 12 contains 21285 members 
Mstep: Class 13 contains 4295 members 
Mstep: Class 14 contains 106389 members 
Mstep: Class 15 contains 364 members 
Mstep: Class 16 contains 793 members 
Mstep: Class 17 contains 135 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 1130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57701900.000000 Penalty: 61452.480469
Iteration 42Q: 20 clusters Score -5.77019e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 802 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 12217 members 
Mstep: Class 3 contains 2348 members 
Mstep: Class 4 contains 7673 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 216238 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 5697 members 
Mstep: Class 9 contains 652 members 
Mstep: Class 10 contains 39186 members 
Mstep: Class 11 contains 26606 members 
Mstep: Class 12 contains 21036 members 
Mstep: Class 13 contains 4845 members 
Mstep: Class 14 contains 105221 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 796 members 
Mstep: Class 17 contains 133 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 1128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57702524.000000 Penalty: 61452.480469
Iteration 43Q: 20 clusters Score -5.770252e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 802 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 12118 members 
Mstep: Class 3 contains 2302 members 
Mstep: Class 4 contains 7653 members 
Mstep: Class 5 contains 2177 members 
Mstep: Class 6 contains 217052 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 5627 members 
Mstep: Class 9 contains 653 members 
Mstep: Class 10 contains 39344 members 
Mstep: Class 11 contains 25962 members 
Mstep: Class 12 contains 20860 members 
Mstep: Class 13 contains 5354 members 
Mstep: Class 14 contains 104228 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 133 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57703048.000000 Penalty: 61452.480469
Iteration 44Q: 20 clusters Score -5.770305e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 802 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 12044 members 
Mstep: Class 3 contains 2254 members 
Mstep: Class 4 contains 7643 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 217733 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 5553 members 
Mstep: Class 9 contains 653 members 
Mstep: Class 10 contains 39480 members 
Mstep: Class 11 contains 25393 members 
Mstep: Class 12 contains 20732 members 
Mstep: Class 13 contains 5774 members 
Mstep: Class 14 contains 103371 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 133 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 1115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57703380.000000 Penalty: 61452.480469
Iteration 45Q: 20 clusters Score -5.770338e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 802 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 12006 members 
Mstep: Class 3 contains 2214 members 
Mstep: Class 4 contains 7629 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 218219 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 5484 members 
Mstep: Class 9 contains 653 members 
Mstep: Class 10 contains 39649 members 
Mstep: Class 11 contains 24915 members 
Mstep: Class 12 contains 20605 members 
Mstep: Class 13 contains 6164 members 
Mstep: Class 14 contains 102640 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 133 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57703952.000000 Penalty: 61452.480469
Iteration 46Q: 20 clusters Score -5.770395e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 802 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 11961 members 
Mstep: Class 3 contains 2177 members 
Mstep: Class 4 contains 7607 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 218612 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 5446 members 
Mstep: Class 9 contains 653 members 
Mstep: Class 10 contains 39791 members 
Mstep: Class 11 contains 24522 members 
Mstep: Class 12 contains 20476 members 
Mstep: Class 13 contains 6509 members 
Mstep: Class 14 contains 102024 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 133 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57704160.000000 Penalty: 61452.480469
Iteration 47Q: 20 clusters Score -5.770416e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 802 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 11939 members 
Mstep: Class 3 contains 2152 members 
Mstep: Class 4 contains 7606 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 218853 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 5396 members 
Mstep: Class 9 contains 653 members 
Mstep: Class 10 contains 39905 members 
Mstep: Class 11 contains 24166 members 
Mstep: Class 12 contains 20365 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 101540 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 133 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57704252.000000 Penalty: 61452.480469
Iteration 48Q: 20 clusters Score -5.770425e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 802 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 11932 members 
Mstep: Class 3 contains 2130 members 
Mstep: Class 4 contains 7606 members 
Mstep: Class 5 contains 2177 members 
Mstep: Class 6 contains 219003 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 5345 members 
Mstep: Class 9 contains 653 members 
Mstep: Class 10 contains 40028 members 
Mstep: Class 11 contains 23893 members 
Mstep: Class 12 contains 20272 members 
Mstep: Class 13 contains 7025 members 
Mstep: Class 14 contains 101126 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 133 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57704368.000000 Penalty: 61452.480469
Iteration 49Q: 20 clusters Score -5.770437e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 802 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 11915 members 
Mstep: Class 3 contains 2110 members 
Mstep: Class 4 contains 7614 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 219065 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 5304 members 
Mstep: Class 9 contains 653 members 
Mstep: Class 10 contains 40143 members 
Mstep: Class 11 contains 23644 members 
Mstep: Class 12 contains 20221 members 
Mstep: Class 13 contains 7210 members 
Mstep: Class 14 contains 100788 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 133 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57704588.000000 Penalty: 61452.480469
Iteration 50Q: 20 clusters Score -5.770459e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 802 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 11905 members 
Mstep: Class 3 contains 2086 members 
Mstep: Class 4 contains 7610 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 219107 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 5265 members 
Mstep: Class 9 contains 653 members 
Mstep: Class 10 contains 40266 members 
Mstep: Class 11 contains 23426 members 
Mstep: Class 12 contains 20175 members 
Mstep: Class 13 contains 7355 members 
Mstep: Class 14 contains 100518 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 133 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57704720.000000 Penalty: 61452.480469
Iteration 51Q: 20 clusters Score -5.770472e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 802 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 11920 members 
Mstep: Class 3 contains 2075 members 
Mstep: Class 4 contains 7611 members 
Mstep: Class 5 contains 2180 members 
Mstep: Class 6 contains 219164 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 5228 members 
Mstep: Class 9 contains 653 members 
Mstep: Class 10 contains 40371 members 
Mstep: Class 11 contains 23220 members 
Mstep: Class 12 contains 20157 members 
Mstep: Class 13 contains 7461 members 
Mstep: Class 14 contains 100250 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 133 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57704604.000000 Penalty: 61452.480469
Iteration 52Q: 20 clusters Score -5.77046e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 802 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 11930 members 
Mstep: Class 3 contains 2071 members 
Mstep: Class 4 contains 7616 members 
Mstep: Class 5 contains 2181 members 
Mstep: Class 6 contains 219184 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 5195 members 
Mstep: Class 9 contains 653 members 
Mstep: Class 10 contains 40468 members 
Mstep: Class 11 contains 23033 members 
Mstep: Class 12 contains 20145 members 
Mstep: Class 13 contains 7555 members 
Mstep: Class 14 contains 100025 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 133 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57704884.000000 Penalty: 61452.480469
Iteration 53Q: 20 clusters Score -5.770488e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 802 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 11938 members 
Mstep: Class 3 contains 2067 members 
Mstep: Class 4 contains 7619 members 
Mstep: Class 5 contains 2181 members 
Mstep: Class 6 contains 219180 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 5171 members 
Mstep: Class 9 contains 653 members 
Mstep: Class 10 contains 40547 members 
Mstep: Class 11 contains 22867 members 
Mstep: Class 12 contains 20141 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 99845 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 133 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57704952.000000 Penalty: 61452.480469
Iteration 54Q: 20 clusters Score -5.770495e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 802 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 11934 members 
Mstep: Class 3 contains 2063 members 
Mstep: Class 4 contains 7628 members 
Mstep: Class 5 contains 2181 members 
Mstep: Class 6 contains 219130 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 5158 members 
Mstep: Class 9 contains 653 members 
Mstep: Class 10 contains 40650 members 
Mstep: Class 11 contains 22717 members 
Mstep: Class 12 contains 20137 members 
Mstep: Class 13 contains 7715 members 
Mstep: Class 14 contains 99688 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 133 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57705012.000000 Penalty: 61452.480469
Iteration 55Q: 20 clusters Score -5.770501e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 802 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 11936 members 
Mstep: Class 3 contains 2059 members 
Mstep: Class 4 contains 7634 members 
Mstep: Class 5 contains 2182 members 
Mstep: Class 6 contains 219068 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 5130 members 
Mstep: Class 9 contains 653 members 
Mstep: Class 10 contains 40747 members 
Mstep: Class 11 contains 22581 members 
Mstep: Class 12 contains 20135 members 
Mstep: Class 13 contains 7781 members 
Mstep: Class 14 contains 99548 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 133 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57705144.000000 Penalty: 61452.480469
Iteration 56Q: 20 clusters Score -5.770514e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 802 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 11946 members 
Mstep: Class 3 contains 2056 members 
Mstep: Class 4 contains 7636 members 
Mstep: Class 5 contains 2182 members 
Mstep: Class 6 contains 219020 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 5109 members 
Mstep: Class 9 contains 653 members 
Mstep: Class 10 contains 40832 members 
Mstep: Class 11 contains 22476 members 
Mstep: Class 12 contains 20139 members 
Mstep: Class 13 contains 7825 members 
Mstep: Class 14 contains 99423 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 133 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57705316.000000 Penalty: 61452.480469
Iteration 57Q: 20 clusters Score -5.770532e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 802 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 11945 members 
Mstep: Class 3 contains 2054 members 
Mstep: Class 4 contains 7642 members 
Mstep: Class 5 contains 2182 members 
Mstep: Class 6 contains 218981 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 5089 members 
Mstep: Class 9 contains 653 members 
Mstep: Class 10 contains 40904 members 
Mstep: Class 11 contains 22375 members 
Mstep: Class 12 contains 20134 members 
Mstep: Class 13 contains 7880 members 
Mstep: Class 14 contains 99319 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 133 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57705348.000000 Penalty: 61452.480469
Iteration 58Q: 20 clusters Score -5.770535e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 802 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 11940 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 7646 members 
Mstep: Class 5 contains 2182 members 
Mstep: Class 6 contains 218937 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 5078 members 
Mstep: Class 9 contains 653 members 
Mstep: Class 10 contains 40973 members 
Mstep: Class 11 contains 22288 members 
Mstep: Class 12 contains 20127 members 
Mstep: Class 13 contains 7925 members 
Mstep: Class 14 contains 99226 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 133 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57705380.000000 Penalty: 61452.480469
Iteration 59Q: 20 clusters Score -5.770538e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 802 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 11937 members 
Mstep: Class 3 contains 2047 members 
Mstep: Class 4 contains 7652 members 
Mstep: Class 5 contains 2183 members 
Mstep: Class 6 contains 218906 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 5058 members 
Mstep: Class 9 contains 653 members 
Mstep: Class 10 contains 41034 members 
Mstep: Class 11 contains 22206 members 
Mstep: Class 12 contains 20120 members 
Mstep: Class 13 contains 7964 members 
Mstep: Class 14 contains 99144 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 133 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57732064.000000 Penalty: 61452.480469
Iteration 60F: 20 clusters Score -5.773206e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 395 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 11935 members 
Mstep: Class 3 contains 2044 members 
Mstep: Class 4 contains 7661 members 
Mstep: Class 5 contains 2182 members 
Mstep: Class 6 contains 218882 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 653 members 
Mstep: Class 10 contains 41087 members 
Mstep: Class 11 contains 22133 members 
Mstep: Class 12 contains 20123 members 
Mstep: Class 13 contains 8002 members 
Mstep: Class 14 contains 99070 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57747064.000000 Penalty: 61452.480469
Iteration 61Q: 20 clusters Score -5.774706e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 11936 members 
Mstep: Class 3 contains 2041 members 
Mstep: Class 4 contains 7667 members 
Mstep: Class 5 contains 2181 members 
Mstep: Class 6 contains 218827 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 5004 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 41147 members 
Mstep: Class 11 contains 22087 members 
Mstep: Class 12 contains 20126 members 
Mstep: Class 13 contains 8041 members 
Mstep: Class 14 contains 99006 members 
Mstep: Class 15 contains 373 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 541 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57747100.000000 Penalty: 61452.480469
Iteration 62Q: 20 clusters Score -5.77471e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 11933 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 7673 members 
Mstep: Class 5 contains 2181 members 
Mstep: Class 6 contains 218793 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 4986 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 41196 members 
Mstep: Class 11 contains 22037 members 
Mstep: Class 12 contains 20124 members 
Mstep: Class 13 contains 8066 members 
Mstep: Class 14 contains 98977 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 539 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57747196.000000 Penalty: 61452.480469
Iteration 63Q: 20 clusters Score -5.77472e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 11925 members 
Mstep: Class 3 contains 2034 members 
Mstep: Class 4 contains 7683 members 
Mstep: Class 5 contains 2181 members 
Mstep: Class 6 contains 218737 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 4978 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 41249 members 
Mstep: Class 11 contains 21999 members 
Mstep: Class 12 contains 20123 members 
Mstep: Class 13 contains 8091 members 
Mstep: Class 14 contains 98952 members 
Mstep: Class 15 contains 376 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 538 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57747280.000000 Penalty: 61452.480469
Iteration 64Q: 20 clusters Score -5.774728e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 11921 members 
Mstep: Class 3 contains 2034 members 
Mstep: Class 4 contains 7690 members 
Mstep: Class 5 contains 2181 members 
Mstep: Class 6 contains 218692 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 4960 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 41295 members 
Mstep: Class 11 contains 21954 members 
Mstep: Class 12 contains 20124 members 
Mstep: Class 13 contains 8113 members 
Mstep: Class 14 contains 98927 members 
Mstep: Class 15 contains 376 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 538 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57747388.000000 Penalty: 61452.480469
Iteration 65Q: 20 clusters Score -5.774739e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 11917 members 
Mstep: Class 3 contains 2034 members 
Mstep: Class 4 contains 7693 members 
Mstep: Class 5 contains 2181 members 
Mstep: Class 6 contains 218651 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 4939 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 41338 members 
Mstep: Class 11 contains 21920 members 
Mstep: Class 12 contains 20129 members 
Mstep: Class 13 contains 8127 members 
Mstep: Class 14 contains 98904 members 
Mstep: Class 15 contains 376 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 538 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57747408.000000 Penalty: 61452.480469
Iteration 66Q: 20 clusters Score -5.774741e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 11915 members 
Mstep: Class 3 contains 2032 members 
Mstep: Class 4 contains 7696 members 
Mstep: Class 5 contains 2181 members 
Mstep: Class 6 contains 218640 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 4923 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 41362 members 
Mstep: Class 11 contains 21885 members 
Mstep: Class 12 contains 20128 members 
Mstep: Class 13 contains 8141 members 
Mstep: Class 14 contains 98886 members 
Mstep: Class 15 contains 376 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 538 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57747456.000000 Penalty: 61452.480469
Iteration 67Q: 20 clusters Score -5.774746e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 11920 members 
Mstep: Class 3 contains 2032 members 
Mstep: Class 4 contains 7697 members 
Mstep: Class 5 contains 2181 members 
Mstep: Class 6 contains 218634 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 4910 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 41384 members 
Mstep: Class 11 contains 21850 members 
Mstep: Class 12 contains 20126 members 
Mstep: Class 13 contains 8154 members 
Mstep: Class 14 contains 98869 members 
Mstep: Class 15 contains 376 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 538 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57747568.000000 Penalty: 61452.480469
Iteration 68Q: 20 clusters Score -5.774757e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 11926 members 
Mstep: Class 3 contains 2033 members 
Mstep: Class 4 contains 7701 members 
Mstep: Class 5 contains 2181 members 
Mstep: Class 6 contains 218609 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 4901 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 41407 members 
Mstep: Class 11 contains 21830 members 
Mstep: Class 12 contains 20123 members 
Mstep: Class 13 contains 8170 members 
Mstep: Class 14 contains 98843 members 
Mstep: Class 15 contains 376 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 538 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 1103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57747512.000000 Penalty: 61452.480469
Iteration 69Q: 20 clusters Score -5.774751e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 11932 members 
Mstep: Class 3 contains 2032 members 
Mstep: Class 4 contains 7703 members 
Mstep: Class 5 contains 2181 members 
Mstep: Class 6 contains 218594 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 4893 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 41439 members 
Mstep: Class 11 contains 21810 members 
Mstep: Class 12 contains 20117 members 
Mstep: Class 13 contains 8183 members 
Mstep: Class 14 contains 98815 members 
Mstep: Class 15 contains 376 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 538 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 1103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57747592.000000 Penalty: 61452.480469
Iteration 70Q: 20 clusters Score -5.774759e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 11939 members 
Mstep: Class 3 contains 2032 members 
Mstep: Class 4 contains 7703 members 
Mstep: Class 5 contains 2181 members 
Mstep: Class 6 contains 218574 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 41460 members 
Mstep: Class 11 contains 21793 members 
Mstep: Class 12 contains 20113 members 
Mstep: Class 13 contains 8194 members 
Mstep: Class 14 contains 98789 members 
Mstep: Class 15 contains 376 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 538 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 1103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57747564.000000 Penalty: 61452.480469
Iteration 71Q: 20 clusters Score -5.774756e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 11941 members 
Mstep: Class 3 contains 2032 members 
Mstep: Class 4 contains 7706 members 
Mstep: Class 5 contains 2181 members 
Mstep: Class 6 contains 218546 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 4886 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 41478 members 
Mstep: Class 11 contains 21780 members 
Mstep: Class 12 contains 20111 members 
Mstep: Class 13 contains 8204 members 
Mstep: Class 14 contains 98773 members 
Mstep: Class 15 contains 376 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 538 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 1103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57747604.000000 Penalty: 61452.480469
Iteration 72Q: 20 clusters Score -5.77476e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 11947 members 
Mstep: Class 3 contains 2032 members 
Mstep: Class 4 contains 7706 members 
Mstep: Class 5 contains 2181 members 
Mstep: Class 6 contains 218510 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 4878 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 41492 members 
Mstep: Class 11 contains 21771 members 
Mstep: Class 12 contains 20108 members 
Mstep: Class 13 contains 8214 members 
Mstep: Class 14 contains 98766 members 
Mstep: Class 15 contains 376 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 538 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 1103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57747648.000000 Penalty: 61452.480469
Iteration 73Q: 20 clusters Score -5.774765e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 11947 members 
Mstep: Class 3 contains 2032 members 
Mstep: Class 4 contains 7707 members 
Mstep: Class 5 contains 2181 members 
Mstep: Class 6 contains 218471 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 4874 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 41507 members 
Mstep: Class 11 contains 21766 members 
Mstep: Class 12 contains 20109 members 
Mstep: Class 13 contains 8222 members 
Mstep: Class 14 contains 98756 members 
Mstep: Class 15 contains 376 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 538 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 1103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57747664.000000 Penalty: 61452.480469
Iteration 74Q: 20 clusters Score -5.774766e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 11950 members 
Mstep: Class 3 contains 2032 members 
Mstep: Class 4 contains 7703 members 
Mstep: Class 5 contains 2181 members 
Mstep: Class 6 contains 218448 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 4874 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 41519 members 
Mstep: Class 11 contains 21761 members 
Mstep: Class 12 contains 20109 members 
Mstep: Class 13 contains 8228 members 
Mstep: Class 14 contains 98744 members 
Mstep: Class 15 contains 376 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 538 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 1103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57747704.000000 Penalty: 61452.480469
Iteration 75Q: 20 clusters Score -5.77477e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 11951 members 
Mstep: Class 3 contains 2032 members 
Mstep: Class 4 contains 7703 members 
Mstep: Class 5 contains 2181 members 
Mstep: Class 6 contains 218417 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 4869 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 41539 members 
Mstep: Class 11 contains 21753 members 
Mstep: Class 12 contains 20111 members 
Mstep: Class 13 contains 8233 members 
Mstep: Class 14 contains 98737 members 
Mstep: Class 15 contains 376 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 538 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 1103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57747720.000000 Penalty: 61452.480469
Iteration 76Q: 20 clusters Score -5.774772e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 11953 members 
Mstep: Class 3 contains 2032 members 
Mstep: Class 4 contains 7707 members 
Mstep: Class 5 contains 2182 members 
Mstep: Class 6 contains 218373 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 4862 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 41564 members 
Mstep: Class 11 contains 21750 members 
Mstep: Class 12 contains 20111 members 
Mstep: Class 13 contains 8240 members 
Mstep: Class 14 contains 98729 members 
Mstep: Class 15 contains 376 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 538 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 1103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57747740.000000 Penalty: 61452.480469
Iteration 77Q: 20 clusters Score -5.774774e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 11959 members 
Mstep: Class 3 contains 2032 members 
Mstep: Class 4 contains 7714 members 
Mstep: Class 5 contains 2183 members 
Mstep: Class 6 contains 218324 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 4854 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 41584 members 
Mstep: Class 11 contains 21748 members 
Mstep: Class 12 contains 20112 members 
Mstep: Class 13 contains 8248 members 
Mstep: Class 14 contains 98717 members 
Mstep: Class 15 contains 376 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 538 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 1103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57747724.000000 Penalty: 61452.480469
Iteration 78Q: 20 clusters Score -5.774772e+07 nChanged 97
Entering ConstructFrom: 
Score: -57747724.000000 Penalty: 61452.480469
Entering ConstructFrom: 
Trying to split cluster 1 (19123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Entering Unmasked Estep 
Score: -2470737.000000 Penalty: 2444.944580
	Iteration 0F: 2 clusters Score -2470737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2457204.250000 Penalty: 4889.889160
	Iteration 0F: 3 clusters Score -2457204 nChanged 8387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2461550.000000 Penalty: 4889.889160
	Iteration 1F: 3 clusters Score -2461550 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -2461900.500000 Penalty: 4889.889160
	Iteration 2F: 3 clusters Score -2461900 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -2462190.000000 Penalty: 4889.889160
	Iteration 3Q: 3 clusters Score -2462190 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -2462459.000000 Penalty: 4889.889160
	Iteration 4Q: 3 clusters Score -2462459 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -2462722.000000 Penalty: 4889.889160
	Iteration 5Q: 3 clusters Score -2462722 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2462985.000000 Penalty: 4889.889160
	Iteration 6Q: 3 clusters Score -2462985 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2463275.750000 Penalty: 4889.889160
	Iteration 7Q: 3 clusters Score -2463276 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2463673.250000 Penalty: 4889.889160
	Iteration 8Q: 3 clusters Score -2463673 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2464169.750000 Penalty: 4889.889160
	Iteration 9Q: 3 clusters Score -2464170 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2464849.750000 Penalty: 4889.889160
	Iteration 10Q: 3 clusters Score -2464850 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -2465597.000000 Penalty: 4889.889160
	Iteration 11F: 3 clusters Score -2465597 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2466236.250000 Penalty: 4889.889160
	Iteration 12F: 3 clusters Score -2466236 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -2466668.750000 Penalty: 4889.889160
	Iteration 13Q: 3 clusters Score -2466669 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2466853.500000 Penalty: 4889.889160
	Iteration 14Q: 3 clusters Score -2466854 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2466968.750000 Penalty: 4889.889160
	Iteration 15Q: 3 clusters Score -2466969 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2467027.750000 Penalty: 4889.889160
	Iteration 16Q: 3 clusters Score -2467028 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -2467062.500000 Penalty: 4889.889160
	Iteration 17Q: 3 clusters Score -2467062 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2467084.500000 Penalty: 4889.889160
	Iteration 18Q: 3 clusters Score -2467084 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -2467099.250000 Penalty: 4889.889160
	Iteration 19Q: 3 clusters Score -2467099 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2467115.750000 Penalty: 4889.889160
	Iteration 20F: 3 clusters Score -2467116 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -2467120.500000 Penalty: 4889.889160
	Iteration 21Q: 3 clusters Score -2467120 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -2467121.000000 Penalty: 4889.889160
	Iteration 22Q: 3 clusters Score -2467121 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -2467140.000000 Penalty: 4889.889160
	Iteration 23Q: 3 clusters Score -2467140 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2467145.000000 Penalty: 4889.889160
	Iteration 24Q: 3 clusters Score -2467145 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -2467147.000000 Penalty: 4889.889160
	Iteration 25Q: 3 clusters Score -2467147 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -2467152.500000 Penalty: 4889.889160
	Iteration 26Q: 3 clusters Score -2467152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2467148.000000 Penalty: 4889.889160
	Iteration 27Q: 3 clusters Score -2467148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2467151.500000 Penalty: 4889.889160
	Iteration 28Q: 3 clusters Score -2467152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -2467153.750000 Penalty: 4889.889160
	Iteration 29Q: 3 clusters Score -2467154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -2467149.250000 Penalty: 4889.889160
	Iteration 30Q: 3 clusters Score -2467149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -2467150.250000 Penalty: 4889.889160
	Iteration 31Q: 3 clusters Score -2467150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -2467156.000000 Penalty: 4889.889160
	Iteration 32Q: 3 clusters Score -2467156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -2467154.000000 Penalty: 4889.889160
	Iteration 33Q: 3 clusters Score -2467154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -2467156.750000 Penalty: 4889.889160
	Iteration 34Q: 3 clusters Score -2467157 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -2467164.500000 Penalty: 4889.889160
	Iteration 35Q: 3 clusters Score -2467164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -2467157.000000 Penalty: 4889.889160
	Iteration 36Q: 3 clusters Score -2467157 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2467164.500000 Penalty: 4889.889160
	Iteration 37Q: 3 clusters Score -2467164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -2467170.500000 Penalty: 4889.889160
	Iteration 38Q: 3 clusters Score -2467170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -2467165.750000 Penalty: 4889.889160
	Iteration 39Q: 3 clusters Score -2467166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -2467168.250000 Penalty: 4889.889160
	Iteration 40F: 3 clusters Score -2467168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -2467169.250000 Penalty: 4889.889160
	Iteration 41Q: 3 clusters Score -2467169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2467174.000000 Penalty: 4889.889160
	Iteration 42Q: 3 clusters Score -2467174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -2467171.500000 Penalty: 4889.889160
	Iteration 43Q: 3 clusters Score -2467172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -2467179.250000 Penalty: 4889.889160
	Iteration 44Q: 3 clusters Score -2467179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -2467175.250000 Penalty: 4889.889160
	Iteration 45Q: 3 clusters Score -2467175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -2467181.250000 Penalty: 4889.889160
	Iteration 46Q: 3 clusters Score -2467181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -2467181.000000 Penalty: 4889.889160
	Iteration 47Q: 3 clusters Score -2467181 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2467187.500000 Penalty: 4889.889160
	Iteration 48Q: 3 clusters Score -2467188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -2467182.750000 Penalty: 4889.889160
	Iteration 49Q: 3 clusters Score -2467183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -2467183.750000 Penalty: 4889.889160
	Iteration 50Q: 3 clusters Score -2467184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -2467191.250000 Penalty: 4889.889160
	Iteration 51Q: 3 clusters Score -2467191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -2467188.250000 Penalty: 4889.889160
	Iteration 52Q: 3 clusters Score -2467188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -2467193.500000 Penalty: 4889.889160
	Iteration 53Q: 3 clusters Score -2467194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -2467185.250000 Penalty: 4889.889160
	Iteration 54Q: 3 clusters Score -2467185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -2467190.000000 Penalty: 4889.889160
	Iteration 55Q: 3 clusters Score -2467190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -2467191.000000 Penalty: 4889.889160
	Iteration 56Q: 3 clusters Score -2467191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -2467189.000000 Penalty: 4889.889160
	Iteration 57Q: 3 clusters Score -2467189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -2467185.000000 Penalty: 4889.889160
	Iteration 58Q: 3 clusters Score -2467185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -2467186.500000 Penalty: 4889.889160
	Iteration 59Q: 3 clusters Score -2467186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -2467186.250000 Penalty: 4889.889160
	Iteration 60F: 3 clusters Score -2467186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2467188.250000 Penalty: 4889.889160
	Iteration 61Q: 3 clusters Score -2467188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -2467192.250000 Penalty: 4889.889160
	Iteration 62Q: 3 clusters Score -2467192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -2467184.750000 Penalty: 4889.889160
	Iteration 63Q: 3 clusters Score -2467185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2467185.250000 Penalty: 4889.889160
	Iteration 64Q: 3 clusters Score -2467185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2467188.000000 Penalty: 4889.889160
	Iteration 65Q: 3 clusters Score -2467188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -2467191.250000 Penalty: 4889.889160
	Iteration 66Q: 3 clusters Score -2467191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -2467187.500000 Penalty: 4889.889160
	Iteration 67Q: 3 clusters Score -2467188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -2467182.250000 Penalty: 4889.889160
	Iteration 68Q: 3 clusters Score -2467182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -2467183.500000 Penalty: 4889.889160
	Iteration 69Q: 3 clusters Score -2467184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -2467185.750000 Penalty: 4889.889160
	Iteration 70Q: 3 clusters Score -2467186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -2467187.500000 Penalty: 4889.889160
	Iteration 71Q: 3 clusters Score -2467188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -2467186.750000 Penalty: 4889.889160
	Iteration 72Q: 3 clusters Score -2467187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2467190.750000 Penalty: 4889.889160
	Iteration 73Q: 3 clusters Score -2467191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2467190.250000 Penalty: 4889.889160
	Iteration 74Q: 3 clusters Score -2467190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -2467191.500000 Penalty: 4889.889160
	Iteration 75Q: 3 clusters Score -2467192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2467192.750000 Penalty: 4889.889160
	Iteration 76Q: 3 clusters Score -2467193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -2467193.750000 Penalty: 4889.889160
	Iteration 77Q: 3 clusters Score -2467194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -2467198.500000 Penalty: 4889.889160
	Iteration 78Q: 3 clusters Score -2467198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2467202.500000 Penalty: 4889.889160
	Iteration 79Q: 3 clusters Score -2467202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -2467203.750000 Penalty: 4889.889160
	Iteration 80F: 3 clusters Score -2467204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2467207.250000 Penalty: 4889.889160
	Iteration 81Q: 3 clusters Score -2467207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -2467203.500000 Penalty: 4889.889160
	Iteration 82Q: 3 clusters Score -2467204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2467205.000000 Penalty: 4889.889160
	Iteration 83Q: 3 clusters Score -2467205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2467213.000000 Penalty: 4889.889160
	Iteration 84Q: 3 clusters Score -2467213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -2467211.250000 Penalty: 4889.889160
	Iteration 85Q: 3 clusters Score -2467211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -2467211.000000 Penalty: 4889.889160
	Iteration 86Q: 3 clusters Score -2467211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -2467208.000000 Penalty: 4889.889160
	Iteration 87Q: 3 clusters Score -2467208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -2467208.000000 Penalty: 4889.889160
	Iteration 88Q: 3 clusters Score -2467208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2467214.000000 Penalty: 4889.889160
	Iteration 89Q: 3 clusters Score -2467214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -2467212.250000 Penalty: 4889.889160
	Iteration 90Q: 3 clusters Score -2467212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -2467213.000000 Penalty: 4889.889160
	Iteration 91Q: 3 clusters Score -2467213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -2467215.500000 Penalty: 4889.889160
	Iteration 92Q: 3 clusters Score -2467216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -2467211.500000 Penalty: 4889.889160
	Iteration 93Q: 3 clusters Score -2467212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -2467211.000000 Penalty: 4889.889160
	Iteration 94Q: 3 clusters Score -2467211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -2467216.500000 Penalty: 4889.889160
	Iteration 95Q: 3 clusters Score -2467216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -2467212.500000 Penalty: 4889.889160
	Iteration 96Q: 3 clusters Score -2467212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2467214.750000 Penalty: 4889.889160
	Iteration 97Q: 3 clusters Score -2467215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -2467214.500000 Penalty: 4889.889160
	Iteration 98Q: 3 clusters Score -2467214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -2467217.000000 Penalty: 4889.889160
	Iteration 99Q: 3 clusters Score -2467217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -2467218.000000 Penalty: 4889.889160
	Iteration 100F: 3 clusters Score -2467218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Entering Unmasked Estep 
Score: -1534609.875000 Penalty: 2328.676514
	Iteration 0F: 2 clusters Score -1534610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1525636.750000 Penalty: 4657.353027
	Iteration 0F: 3 clusters Score -1525637 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1528335.750000 Penalty: 4657.353027
	Iteration 1F: 3 clusters Score -1528336 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1528655.500000 Penalty: 4657.353027
	Iteration 2F: 3 clusters Score -1528656 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1528917.000000 Penalty: 4657.353027
	Iteration 3Q: 3 clusters Score -1528917 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1529154.250000 Penalty: 4657.353027
	Iteration 4Q: 3 clusters Score -1529154 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1529406.000000 Penalty: 4657.353027
	Iteration 5Q: 3 clusters Score -1529406 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1529666.875000 Penalty: 4657.353027
	Iteration 6Q: 3 clusters Score -1529667 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1529944.250000 Penalty: 4657.353027
	Iteration 7Q: 3 clusters Score -1529944 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1530243.125000 Penalty: 4657.353027
	Iteration 8Q: 3 clusters Score -1530243 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1530596.875000 Penalty: 4657.353027
	Iteration 9Q: 3 clusters Score -1530597 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1530995.750000 Penalty: 4657.353027
	Iteration 10Q: 3 clusters Score -1530996 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1531405.625000 Penalty: 4657.353027
	Iteration 11Q: 3 clusters Score -1531406 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1531755.875000 Penalty: 4657.353027
	Iteration 12Q: 3 clusters Score -1531756 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1532038.875000 Penalty: 4657.353027
	Iteration 13Q: 3 clusters Score -1532039 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1532244.250000 Penalty: 4657.353027
	Iteration 14Q: 3 clusters Score -1532244 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1532387.250000 Penalty: 4657.353027
	Iteration 15Q: 3 clusters Score -1532387 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1532472.000000 Penalty: 4657.353027
	Iteration 16Q: 3 clusters Score -1532472 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1532506.875000 Penalty: 4657.353027
	Iteration 17Q: 3 clusters Score -1532507 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1532535.250000 Penalty: 4657.353027
	Iteration 18Q: 3 clusters Score -1532535 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1532562.875000 Penalty: 4657.353027
	Iteration 19Q: 3 clusters Score -1532563 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1532581.625000 Penalty: 4657.353027
	Iteration 20F: 3 clusters Score -1532582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1532595.250000 Penalty: 4657.353027
	Iteration 21Q: 3 clusters Score -1532595 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1532615.250000 Penalty: 4657.353027
	Iteration 22Q: 3 clusters Score -1532615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1532621.375000 Penalty: 4657.353027
	Iteration 23Q: 3 clusters Score -1532621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1532630.375000 Penalty: 4657.353027
	Iteration 24Q: 3 clusters Score -1532630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1532640.125000 Penalty: 4657.353027
	Iteration 25Q: 3 clusters Score -1532640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1532650.625000 Penalty: 4657.353027
	Iteration 26Q: 3 clusters Score -1532651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1532666.875000 Penalty: 4657.353027
	Iteration 27Q: 3 clusters Score -1532667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1532686.250000 Penalty: 4657.353027
	Iteration 28Q: 3 clusters Score -1532686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1532702.000000 Penalty: 4657.353027
	Iteration 29Q: 3 clusters Score -1532702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1532706.125000 Penalty: 4657.353027
	Iteration 30Q: 3 clusters Score -1532706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1532716.625000 Penalty: 4657.353027
	Iteration 31Q: 3 clusters Score -1532717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1532730.625000 Penalty: 4657.353027
	Iteration 32Q: 3 clusters Score -1532731 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1532747.750000 Penalty: 4657.353027
	Iteration 33Q: 3 clusters Score -1532748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1532746.375000 Penalty: 4657.353027
	Iteration 34Q: 3 clusters Score -1532746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1532749.750000 Penalty: 4657.353027
	Iteration 35Q: 3 clusters Score -1532750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1532752.500000 Penalty: 4657.353027
	Iteration 36Q: 3 clusters Score -1532752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1532751.750000 Penalty: 4657.353027
	Iteration 37Q: 3 clusters Score -1532752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1532751.750000 Penalty: 4657.353027
	Iteration 38F: 3 clusters Score -1532752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Entering Unmasked Estep 
Score: -247904.156250 Penalty: 1888.960449
	Iteration 0F: 2 clusters Score -247904.2 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 1021 members 
Entering Unmasked Estep 
Score: -245283.359375 Penalty: 3777.920898
	Iteration 0F: 3 clusters Score -245283.4 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -245827.015625 Penalty: 3777.920898
	Iteration 1F: 3 clusters Score -245827 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -245986.687500 Penalty: 3777.920898
	Iteration 2F: 3 clusters Score -245986.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -246060.250000 Penalty: 3777.920898
	Iteration 3Q: 3 clusters Score -246060.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -246115.875000 Penalty: 3777.920898
	Iteration 4Q: 3 clusters Score -246115.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -246156.250000 Penalty: 3777.920898
	Iteration 5Q: 3 clusters Score -246156.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -246183.359375 Penalty: 3777.920898
	Iteration 6Q: 3 clusters Score -246183.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -246201.828125 Penalty: 3777.920898
	Iteration 7Q: 3 clusters Score -246201.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -246217.796875 Penalty: 3777.920898
	Iteration 8Q: 3 clusters Score -246217.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -246228.875000 Penalty: 3777.920898
	Iteration 9Q: 3 clusters Score -246228.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -246241.765625 Penalty: 3777.920898
	Iteration 10Q: 3 clusters Score -246241.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -246251.593750 Penalty: 3777.920898
	Iteration 11Q: 3 clusters Score -246251.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -246261.468750 Penalty: 3777.920898
	Iteration 12Q: 3 clusters Score -246261.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -246269.906250 Penalty: 3777.920898
	Iteration 13Q: 3 clusters Score -246269.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -246277.375000 Penalty: 3777.920898
	Iteration 14Q: 3 clusters Score -246277.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -246284.078125 Penalty: 3777.920898
	Iteration 15Q: 3 clusters Score -246284.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -246288.515625 Penalty: 3777.920898
	Iteration 16Q: 3 clusters Score -246288.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -246292.562500 Penalty: 3777.920898
	Iteration 17Q: 3 clusters Score -246292.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -246297.437500 Penalty: 3777.920898
	Iteration 18Q: 3 clusters Score -246297.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -246302.828125 Penalty: 3777.920898
	Iteration 19Q: 3 clusters Score -246302.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -246307.781250 Penalty: 3777.920898
	Iteration 20F: 3 clusters Score -246307.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -246313.171875 Penalty: 3777.920898
	Iteration 21Q: 3 clusters Score -246313.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -246319.015625 Penalty: 3777.920898
	Iteration 22Q: 3 clusters Score -246319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -246325.484375 Penalty: 3777.920898
	Iteration 23Q: 3 clusters Score -246325.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -246329.203125 Penalty: 3777.920898
	Iteration 24Q: 3 clusters Score -246329.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -246331.828125 Penalty: 3777.920898
	Iteration 25Q: 3 clusters Score -246331.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -246332.468750 Penalty: 3777.920898
	Iteration 26Q: 3 clusters Score -246332.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -246333.781250 Penalty: 3777.920898
	Iteration 27Q: 3 clusters Score -246333.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -246334.953125 Penalty: 3777.920898
	Iteration 28Q: 3 clusters Score -246335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -246334.796875 Penalty: 3777.920898
	Iteration 29Q: 3 clusters Score -246334.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -246335.781250 Penalty: 3777.920898
	Iteration 30Q: 3 clusters Score -246335.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -246337.156250 Penalty: 3777.920898
	Iteration 31Q: 3 clusters Score -246337.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -246339.890625 Penalty: 3777.920898
	Iteration 32Q: 3 clusters Score -246339.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -246341.250000 Penalty: 3777.920898
	Iteration 33Q: 3 clusters Score -246341.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -246342.046875 Penalty: 3777.920898
	Iteration 34Q: 3 clusters Score -246342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -246342.046875 Penalty: 3777.920898
	Iteration 35F: 3 clusters Score -246342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Entering Unmasked Estep 
Score: -998729.812500 Penalty: 2219.893066
	Iteration 0F: 2 clusters Score -998729.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -992516.062500 Penalty: 4439.786133
	Iteration 0F: 3 clusters Score -992516.1 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -994173.937500 Penalty: 4439.786133
	Iteration 1F: 3 clusters Score -994173.9 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -994429.687500 Penalty: 4439.786133
	Iteration 2F: 3 clusters Score -994429.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -994616.625000 Penalty: 4439.786133
	Iteration 3F: 3 clusters Score -994616.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -994756.312500 Penalty: 4439.786133
	Iteration 4Q: 3 clusters Score -994756.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -994849.625000 Penalty: 4439.786133
	Iteration 5Q: 3 clusters Score -994849.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -994909.625000 Penalty: 4439.786133
	Iteration 6Q: 3 clusters Score -994909.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -994960.812500 Penalty: 4439.786133
	Iteration 7Q: 3 clusters Score -994960.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -995006.875000 Penalty: 4439.786133
	Iteration 8Q: 3 clusters Score -995006.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -995049.625000 Penalty: 4439.786133
	Iteration 9Q: 3 clusters Score -995049.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -995091.125000 Penalty: 4439.786133
	Iteration 10Q: 3 clusters Score -995091.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -995134.812500 Penalty: 4439.786133
	Iteration 11Q: 3 clusters Score -995134.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -995180.625000 Penalty: 4439.786133
	Iteration 12Q: 3 clusters Score -995180.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -995233.562500 Penalty: 4439.786133
	Iteration 13Q: 3 clusters Score -995233.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -995283.562500 Penalty: 4439.786133
	Iteration 14Q: 3 clusters Score -995283.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -995345.562500 Penalty: 4439.786133
	Iteration 15Q: 3 clusters Score -995345.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -995404.000000 Penalty: 4439.786133
	Iteration 16Q: 3 clusters Score -995404 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -995467.375000 Penalty: 4439.786133
	Iteration 17Q: 3 clusters Score -995467.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -995538.250000 Penalty: 4439.786133
	Iteration 18Q: 3 clusters Score -995538.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -995609.000000 Penalty: 4439.786133
	Iteration 19Q: 3 clusters Score -995609 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -995679.687500 Penalty: 4439.786133
	Iteration 20F: 3 clusters Score -995679.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -995753.375000 Penalty: 4439.786133
	Iteration 21Q: 3 clusters Score -995753.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -995815.937500 Penalty: 4439.786133
	Iteration 22Q: 3 clusters Score -995815.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -995871.437500 Penalty: 4439.786133
	Iteration 23Q: 3 clusters Score -995871.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -995903.687500 Penalty: 4439.786133
	Iteration 24Q: 3 clusters Score -995903.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -995936.937500 Penalty: 4439.786133
	Iteration 25Q: 3 clusters Score -995936.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -995967.375000 Penalty: 4439.786133
	Iteration 26Q: 3 clusters Score -995967.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -995997.125000 Penalty: 4439.786133
	Iteration 27Q: 3 clusters Score -995997.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -996019.187500 Penalty: 4439.786133
	Iteration 28Q: 3 clusters Score -996019.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -996035.937500 Penalty: 4439.786133
	Iteration 29Q: 3 clusters Score -996035.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -996049.500000 Penalty: 4439.786133
	Iteration 30Q: 3 clusters Score -996049.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -996061.687500 Penalty: 4439.786133
	Iteration 31Q: 3 clusters Score -996061.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -996075.250000 Penalty: 4439.786133
	Iteration 32Q: 3 clusters Score -996075.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -996090.687500 Penalty: 4439.786133
	Iteration 33Q: 3 clusters Score -996090.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -996105.500000 Penalty: 4439.786133
	Iteration 34Q: 3 clusters Score -996105.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -996113.125000 Penalty: 4439.786133
	Iteration 35Q: 3 clusters Score -996113.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -996119.750000 Penalty: 4439.786133
	Iteration 36Q: 3 clusters Score -996119.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -996126.625000 Penalty: 4439.786133
	Iteration 37Q: 3 clusters Score -996126.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -996131.187500 Penalty: 4439.786133
	Iteration 38Q: 3 clusters Score -996131.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -996135.750000 Penalty: 4439.786133
	Iteration 39Q: 3 clusters Score -996135.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -996145.312500 Penalty: 4439.786133
	Iteration 40F: 3 clusters Score -996145.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -996148.062500 Penalty: 4439.786133
	Iteration 41Q: 3 clusters Score -996148.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -996154.125000 Penalty: 4439.786133
	Iteration 42Q: 3 clusters Score -996154.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -996156.875000 Penalty: 4439.786133
	Iteration 43Q: 3 clusters Score -996156.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -996156.937500 Penalty: 4439.786133
	Iteration 44Q: 3 clusters Score -996156.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -996159.625000 Penalty: 4439.786133
	Iteration 45Q: 3 clusters Score -996159.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -996161.562500 Penalty: 4439.786133
	Iteration 46Q: 3 clusters Score -996161.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -996162.000000 Penalty: 4439.786133
	Iteration 47Q: 3 clusters Score -996162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -996161.375000 Penalty: 4439.786133
	Iteration 48Q: 3 clusters Score -996161.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -996165.562500 Penalty: 4439.786133
	Iteration 49Q: 3 clusters Score -996165.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -996167.500000 Penalty: 4439.786133
	Iteration 50Q: 3 clusters Score -996167.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -996169.500000 Penalty: 4439.786133
	Iteration 51Q: 3 clusters Score -996169.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -996170.687500 Penalty: 4439.786133
	Iteration 52Q: 3 clusters Score -996170.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -996172.875000 Penalty: 4439.786133
	Iteration 53Q: 3 clusters Score -996172.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -996173.312500 Penalty: 4439.786133
	Iteration 54Q: 3 clusters Score -996173.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -996172.562500 Penalty: 4439.786133
	Iteration 55Q: 3 clusters Score -996172.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -996172.500000 Penalty: 4439.786133
	Iteration 56Q: 3 clusters Score -996172.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -996175.000000 Penalty: 4439.786133
	Iteration 57Q: 3 clusters Score -996175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -996178.312500 Penalty: 4439.786133
	Iteration 58Q: 3 clusters Score -996178.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -996181.125000 Penalty: 4439.786133
	Iteration 59Q: 3 clusters Score -996181.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -996183.687500 Penalty: 4439.786133
	Iteration 60F: 3 clusters Score -996183.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -996186.125000 Penalty: 4439.786133
	Iteration 61Q: 3 clusters Score -996186.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -996192.687500 Penalty: 4439.786133
	Iteration 62Q: 3 clusters Score -996192.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -996195.187500 Penalty: 4439.786133
	Iteration 63Q: 3 clusters Score -996195.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -996200.562500 Penalty: 4439.786133
	Iteration 64Q: 3 clusters Score -996200.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -996199.562500 Penalty: 4439.786133
	Iteration 65Q: 3 clusters Score -996199.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -996202.750000 Penalty: 4439.786133
	Iteration 66Q: 3 clusters Score -996202.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -996203.937500 Penalty: 4439.786133
	Iteration 67Q: 3 clusters Score -996203.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -996204.250000 Penalty: 4439.786133
	Iteration 68Q: 3 clusters Score -996204.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -996205.375000 Penalty: 4439.786133
	Iteration 69Q: 3 clusters Score -996205.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -996206.812500 Penalty: 4439.786133
	Iteration 70Q: 3 clusters Score -996206.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -996206.562500 Penalty: 4439.786133
	Iteration 71Q: 3 clusters Score -996206.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -996208.687500 Penalty: 4439.786133
	Iteration 72Q: 3 clusters Score -996208.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -996207.937500 Penalty: 4439.786133
	Iteration 73Q: 3 clusters Score -996207.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -996207.937500 Penalty: 4439.786133
	Iteration 74F: 3 clusters Score -996207.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Entering Unmasked Estep 
Score: -269469.625000 Penalty: 1906.850464
	Iteration 0F: 2 clusters Score -269469.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -266698.062500 Penalty: 3813.700928
	Iteration 0F: 3 clusters Score -266698.1 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -267229.125000 Penalty: 3813.700928
	Iteration 1F: 3 clusters Score -267229.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -267552.406250 Penalty: 3813.700928
	Iteration 2F: 3 clusters Score -267552.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -268025.656250 Penalty: 3813.700928
	Iteration 3F: 3 clusters Score -268025.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -268653.781250 Penalty: 3813.700928
	Iteration 4F: 3 clusters Score -268653.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -268987.843750 Penalty: 3813.700928
	Iteration 5F: 3 clusters Score -268987.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -269236.906250 Penalty: 3813.700928
	Iteration 6F: 3 clusters Score -269236.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -269410.812500 Penalty: 3813.700928
	Iteration 7Q: 3 clusters Score -269410.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -269542.875000 Penalty: 3813.700928
	Iteration 8Q: 3 clusters Score -269542.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -269691.437500 Penalty: 3813.700928
	Iteration 9Q: 3 clusters Score -269691.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -269794.343750 Penalty: 3813.700928
	Iteration 10Q: 3 clusters Score -269794.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -269952.031250 Penalty: 3813.700928
	Iteration 11Q: 3 clusters Score -269952 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -270322.875000 Penalty: 3813.700928
	Iteration 12Q: 3 clusters Score -270322.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -270665.906250 Penalty: 3813.700928
	Iteration 13Q: 3 clusters Score -270665.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -270687.593750 Penalty: 3813.700928
	Iteration 14Q: 3 clusters Score -270687.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -270688.156250 Penalty: 3813.700928
	Iteration 15Q: 3 clusters Score -270688.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -270688.156250 Penalty: 3813.700928
	Iteration 16F: 3 clusters Score -270688.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 11966 members 
Mstep: Class 3 contains 2032 members 
Mstep: Class 4 contains 7717 members 
Mstep: Class 5 contains 1452 members 
Mstep: Class 6 contains 218297 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 4840 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 41601 members 
Mstep: Class 11 contains 21745 members 
Mstep: Class 12 contains 20112 members 
Mstep: Class 13 contains 8261 members 
Mstep: Class 14 contains 98702 members 
Mstep: Class 15 contains 376 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 538 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 1103 members 
Mstep: Class 20 contains 732 members 
Entering Unmasked Estep 
Score: -57747560.000000 Penalty: 64686.820312
Splitting cluster 5 changes total score from -57747724.000000 to -57747560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (218297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218297 members 
Entering Unmasked Estep 
Score: -27562116.000000 Penalty: 3048.815674
	Iteration 0F: 2 clusters Score -2.756212e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109158 members 
Mstep: Class 2 contains 109139 members 
Entering Unmasked Estep 
Score: -27426000.000000 Penalty: 6097.631348
	Iteration 0F: 3 clusters Score -2.7426e+07 nChanged 105276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109722 members 
Mstep: Class 2 contains 108575 members 
Entering Unmasked Estep 
Score: -27487376.000000 Penalty: 6097.631348
	Iteration 1F: 3 clusters Score -2.748738e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110148 members 
Mstep: Class 2 contains 108149 members 
Entering Unmasked Estep 
Score: -27488342.000000 Penalty: 6097.631348
	Iteration 2Q: 3 clusters Score -2.748834e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110740 members 
Mstep: Class 2 contains 107557 members 
Entering Unmasked Estep 
Score: -27489460.000000 Penalty: 6097.631348
	Iteration 3Q: 3 clusters Score -2.748946e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111681 members 
Mstep: Class 2 contains 106616 members 
Entering Unmasked Estep 
Score: -27490832.000000 Penalty: 6097.631348
	Iteration 4Q: 3 clusters Score -2.749083e+07 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113045 members 
Mstep: Class 2 contains 105252 members 
Entering Unmasked Estep 
Score: -27492236.000000 Penalty: 6097.631348
	Iteration 5Q: 3 clusters Score -2.749224e+07 nChanged 7481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115120 members 
Mstep: Class 2 contains 103177 members 
Entering Unmasked Estep 
Score: -27494386.000000 Penalty: 6097.631348
	Iteration 6Q: 3 clusters Score -2.749439e+07 nChanged 8714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118090 members 
Mstep: Class 2 contains 100207 members 
Entering Unmasked Estep 
Score: -27497848.000000 Penalty: 6097.631348
	Iteration 7Q: 3 clusters Score -2.749785e+07 nChanged 9992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122066 members 
Mstep: Class 2 contains 96231 members 
Entering Unmasked Estep 
Score: -27502666.000000 Penalty: 6097.631348
	Iteration 8Q: 3 clusters Score -2.750267e+07 nChanged 11978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127770 members 
Mstep: Class 2 contains 90527 members 
Entering Unmasked Estep 
Score: -27509750.000000 Penalty: 6097.631348
	Iteration 9F: 3 clusters Score -2.750975e+07 nChanged 13172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134730 members 
Mstep: Class 2 contains 83567 members 
Entering Unmasked Estep 
Score: -27518778.000000 Penalty: 6097.631348
	Iteration 10F: 3 clusters Score -2.751878e+07 nChanged 13531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142315 members 
Mstep: Class 2 contains 75982 members 
Entering Unmasked Estep 
Score: -27528530.000000 Penalty: 6097.631348
	Iteration 11F: 3 clusters Score -2.752853e+07 nChanged 12129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149450 members 
Mstep: Class 2 contains 68847 members 
Entering Unmasked Estep 
Score: -27536128.000000 Penalty: 6097.631348
	Iteration 12F: 3 clusters Score -2.753613e+07 nChanged 9416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155630 members 
Mstep: Class 2 contains 62667 members 
Entering Unmasked Estep 
Score: -27541128.000000 Penalty: 6097.631348
	Iteration 13Q: 3 clusters Score -2.754113e+07 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161138 members 
Mstep: Class 2 contains 57159 members 
Entering Unmasked Estep 
Score: -27544594.000000 Penalty: 6097.631348
	Iteration 14Q: 3 clusters Score -2.754459e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166200 members 
Mstep: Class 2 contains 52097 members 
Entering Unmasked Estep 
Score: -27547044.000000 Penalty: 6097.631348
	Iteration 15Q: 3 clusters Score -2.754704e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170986 members 
Mstep: Class 2 contains 47311 members 
Entering Unmasked Estep 
Score: -27549132.000000 Penalty: 6097.631348
	Iteration 16Q: 3 clusters Score -2.754913e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175595 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
Score: -27551036.000000 Penalty: 6097.631348
	Iteration 17Q: 3 clusters Score -2.755104e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180173 members 
Mstep: Class 2 contains 38124 members 
Entering Unmasked Estep 
Score: -27553114.000000 Penalty: 6097.631348
	Iteration 18Q: 3 clusters Score -2.755311e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184611 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -27555024.000000 Penalty: 6097.631348
	Iteration 19Q: 3 clusters Score -2.755502e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188808 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -27557182.000000 Penalty: 6097.631348
	Iteration 20F: 3 clusters Score -2.755718e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192664 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -27559262.000000 Penalty: 6097.631348
	Iteration 21Q: 3 clusters Score -2.755926e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196108 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -27560836.000000 Penalty: 6097.631348
	Iteration 22Q: 3 clusters Score -2.756084e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199067 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -27562158.000000 Penalty: 6097.631348
	Iteration 23Q: 3 clusters Score -2.756216e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201610 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -27563126.000000 Penalty: 6097.631348
	Iteration 24Q: 3 clusters Score -2.756313e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203693 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -27563672.000000 Penalty: 6097.631348
	Iteration 25Q: 3 clusters Score -2.756367e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205400 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -27564066.000000 Penalty: 6097.631348
	Iteration 26Q: 3 clusters Score -2.756407e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206773 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -27564314.000000 Penalty: 6097.631348
	Iteration 27Q: 3 clusters Score -2.756431e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207823 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -27564400.000000 Penalty: 6097.631348
	Iteration 28Q: 3 clusters Score -2.75644e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208674 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -27564468.000000 Penalty: 6097.631348
	Iteration 29Q: 3 clusters Score -2.756447e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209343 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -27564402.000000 Penalty: 6097.631348
	Iteration 30Q: 3 clusters Score -2.75644e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209874 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -27564466.000000 Penalty: 6097.631348
	Iteration 31Q: 3 clusters Score -2.756447e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210293 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -27564390.000000 Penalty: 6097.631348
	Iteration 32Q: 3 clusters Score -2.756439e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210632 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -27564318.000000 Penalty: 6097.631348
	Iteration 33Q: 3 clusters Score -2.756432e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210906 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -27564240.000000 Penalty: 6097.631348
	Iteration 34Q: 3 clusters Score -2.756424e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211128 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -27564154.000000 Penalty: 6097.631348
	Iteration 35Q: 3 clusters Score -2.756415e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211310 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -27564072.000000 Penalty: 6097.631348
	Iteration 36Q: 3 clusters Score -2.756407e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211458 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -27564060.000000 Penalty: 6097.631348
	Iteration 37Q: 3 clusters Score -2.756406e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211582 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -27564018.000000 Penalty: 6097.631348
	Iteration 38Q: 3 clusters Score -2.756402e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211691 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -27563966.000000 Penalty: 6097.631348
	Iteration 39Q: 3 clusters Score -2.756397e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211793 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -27563940.000000 Penalty: 6097.631348
	Iteration 40F: 3 clusters Score -2.756394e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211883 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -27563942.000000 Penalty: 6097.631348
	Iteration 41Q: 3 clusters Score -2.756394e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211962 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -27563918.000000 Penalty: 6097.631348
	Iteration 42Q: 3 clusters Score -2.756392e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212031 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -27563900.000000 Penalty: 6097.631348
	Iteration 43Q: 3 clusters Score -2.75639e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212077 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -27563910.000000 Penalty: 6097.631348
	Iteration 44Q: 3 clusters Score -2.756391e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212116 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -27563906.000000 Penalty: 6097.631348
	Iteration 45Q: 3 clusters Score -2.756391e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212167 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -27563896.000000 Penalty: 6097.631348
	Iteration 46Q: 3 clusters Score -2.75639e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212203 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -27563870.000000 Penalty: 6097.631348
	Iteration 47Q: 3 clusters Score -2.756387e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212224 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -27563878.000000 Penalty: 6097.631348
	Iteration 48Q: 3 clusters Score -2.756388e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212241 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -27563886.000000 Penalty: 6097.631348
	Iteration 49Q: 3 clusters Score -2.756389e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212260 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -27563872.000000 Penalty: 6097.631348
	Iteration 50Q: 3 clusters Score -2.756387e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212274 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -27563880.000000 Penalty: 6097.631348
	Iteration 51Q: 3 clusters Score -2.756388e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212292 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -27563886.000000 Penalty: 6097.631348
	Iteration 52Q: 3 clusters Score -2.756389e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212318 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -27563888.000000 Penalty: 6097.631348
	Iteration 53Q: 3 clusters Score -2.756389e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212339 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -27563888.000000 Penalty: 6097.631348
	Iteration 54Q: 3 clusters Score -2.756389e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212365 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -27563880.000000 Penalty: 6097.631348
	Iteration 55Q: 3 clusters Score -2.756388e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212386 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -27563864.000000 Penalty: 6097.631348
	Iteration 56Q: 3 clusters Score -2.756386e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212399 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -27563878.000000 Penalty: 6097.631348
	Iteration 57Q: 3 clusters Score -2.756388e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212409 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -27563870.000000 Penalty: 6097.631348
	Iteration 58Q: 3 clusters Score -2.756387e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212415 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -27563878.000000 Penalty: 6097.631348
	Iteration 59Q: 3 clusters Score -2.756388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212421 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -27563864.000000 Penalty: 6097.631348
	Iteration 60F: 3 clusters Score -2.756386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212424 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -27563830.000000 Penalty: 6097.631348
	Iteration 61Q: 3 clusters Score -2.756383e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212428 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -27563824.000000 Penalty: 6097.631348
	Iteration 62Q: 3 clusters Score -2.756382e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212431 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -27563834.000000 Penalty: 6097.631348
	Iteration 63Q: 3 clusters Score -2.756383e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212433 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -27563832.000000 Penalty: 6097.631348
	Iteration 64Q: 3 clusters Score -2.756383e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212435 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -27563832.000000 Penalty: 6097.631348
	Iteration 65Q: 3 clusters Score -2.756383e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212435 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -27563836.000000 Penalty: 6097.631348
	Iteration 66Q: 3 clusters Score -2.756384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212435 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -27563836.000000 Penalty: 6097.631348
	Iteration 67F: 3 clusters Score -2.756384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 11966 members 
Mstep: Class 3 contains 2032 members 
Mstep: Class 4 contains 7717 members 
Mstep: Class 5 contains 2184 members 
Mstep: Class 6 contains 212435 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 4840 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 41601 members 
Mstep: Class 11 contains 21745 members 
Mstep: Class 12 contains 20112 members 
Mstep: Class 13 contains 8261 members 
Mstep: Class 14 contains 98702 members 
Mstep: Class 15 contains 376 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 538 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 1103 members 
Mstep: Class 20 contains 5862 members 
Entering Unmasked Estep 
Score: -57749420.000000 Penalty: 64686.820312
Splitting cluster 6 changes total score from -57747724.000000 to -57749420.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 7 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -66091.625000 Penalty: 1581.849609
	Iteration 0F: 2 clusters Score -66091.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -64506.886719 Penalty: 3163.699219
	Iteration 0F: 3 clusters Score -64506.89 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -64752.734375 Penalty: 3163.699219
	Iteration 1F: 3 clusters Score -64752.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -64820.738281 Penalty: 3163.699219
	Iteration 2F: 3 clusters Score -64820.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -64860.109375 Penalty: 3163.699219
	Iteration 3Q: 3 clusters Score -64860.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -64876.527344 Penalty: 3163.699219
	Iteration 4Q: 3 clusters Score -64876.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -64887.613281 Penalty: 3163.699219
	Iteration 5Q: 3 clusters Score -64887.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -64894.023438 Penalty: 3163.699219
	Iteration 6Q: 3 clusters Score -64894.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -64894.023438 Penalty: 3163.699219
	Iteration 7F: 3 clusters Score -64894.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Entering Unmasked Estep 
Score: -612237.250000 Penalty: 2104.197998
	Iteration 0F: 2 clusters Score -612237.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -607831.250000 Penalty: 4208.395996
	Iteration 0F: 3 clusters Score -607831.2 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -608855.687500 Penalty: 4208.395996
	Iteration 1F: 3 clusters Score -608855.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -609080.562500 Penalty: 4208.395996
	Iteration 2F: 3 clusters Score -609080.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -609239.812500 Penalty: 4208.395996
	Iteration 3F: 3 clusters Score -609239.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -609370.187500 Penalty: 4208.395996
	Iteration 4Q: 3 clusters Score -609370.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -609471.625000 Penalty: 4208.395996
	Iteration 5Q: 3 clusters Score -609471.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -609550.125000 Penalty: 4208.395996
	Iteration 6Q: 3 clusters Score -609550.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -609629.250000 Penalty: 4208.395996
	Iteration 7Q: 3 clusters Score -609629.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -609719.437500 Penalty: 4208.395996
	Iteration 8Q: 3 clusters Score -609719.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -609809.187500 Penalty: 4208.395996
	Iteration 9Q: 3 clusters Score -609809.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -609880.375000 Penalty: 4208.395996
	Iteration 10Q: 3 clusters Score -609880.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -609945.375000 Penalty: 4208.395996
	Iteration 11Q: 3 clusters Score -609945.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -610003.000000 Penalty: 4208.395996
	Iteration 12Q: 3 clusters Score -610003 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -610060.000000 Penalty: 4208.395996
	Iteration 13Q: 3 clusters Score -610060 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -610107.250000 Penalty: 4208.395996
	Iteration 14Q: 3 clusters Score -610107.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -610156.062500 Penalty: 4208.395996
	Iteration 15Q: 3 clusters Score -610156.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -610199.500000 Penalty: 4208.395996
	Iteration 16Q: 3 clusters Score -610199.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -610242.750000 Penalty: 4208.395996
	Iteration 17Q: 3 clusters Score -610242.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -610279.000000 Penalty: 4208.395996
	Iteration 18Q: 3 clusters Score -610279 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -610311.812500 Penalty: 4208.395996
	Iteration 19Q: 3 clusters Score -610311.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -610336.625000 Penalty: 4208.395996
	Iteration 20F: 3 clusters Score -610336.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -610361.562500 Penalty: 4208.395996
	Iteration 21Q: 3 clusters Score -610361.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -610397.437500 Penalty: 4208.395996
	Iteration 22Q: 3 clusters Score -610397.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -610450.062500 Penalty: 4208.395996
	Iteration 23Q: 3 clusters Score -610450.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -610502.500000 Penalty: 4208.395996
	Iteration 24Q: 3 clusters Score -610502.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -610546.687500 Penalty: 4208.395996
	Iteration 25Q: 3 clusters Score -610546.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -610576.500000 Penalty: 4208.395996
	Iteration 26Q: 3 clusters Score -610576.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -610603.125000 Penalty: 4208.395996
	Iteration 27Q: 3 clusters Score -610603.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -610628.187500 Penalty: 4208.395996
	Iteration 28Q: 3 clusters Score -610628.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -610648.625000 Penalty: 4208.395996
	Iteration 29Q: 3 clusters Score -610648.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -610660.562500 Penalty: 4208.395996
	Iteration 30Q: 3 clusters Score -610660.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -610670.250000 Penalty: 4208.395996
	Iteration 31Q: 3 clusters Score -610670.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -610680.562500 Penalty: 4208.395996
	Iteration 32Q: 3 clusters Score -610680.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -610685.375000 Penalty: 4208.395996
	Iteration 33Q: 3 clusters Score -610685.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -610690.625000 Penalty: 4208.395996
	Iteration 34Q: 3 clusters Score -610690.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -610695.500000 Penalty: 4208.395996
	Iteration 35Q: 3 clusters Score -610695.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -610697.125000 Penalty: 4208.395996
	Iteration 36Q: 3 clusters Score -610697.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -610699.187500 Penalty: 4208.395996
	Iteration 37Q: 3 clusters Score -610699.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -610700.875000 Penalty: 4208.395996
	Iteration 38Q: 3 clusters Score -610700.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -610701.562500 Penalty: 4208.395996
	Iteration 39Q: 3 clusters Score -610701.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -610701.437500 Penalty: 4208.395996
	Iteration 40F: 3 clusters Score -610701.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -610703.312500 Penalty: 4208.395996
	Iteration 41Q: 3 clusters Score -610703.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -610703.312500 Penalty: 4208.395996
	Iteration 42F: 3 clusters Score -610703.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -65815.289062 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -65815.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -64317.769531 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -64317.77 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -64999.167969 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -64999.17 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -65711.062500 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -65711.06 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -66511.046875 Penalty: 3216.379150
	Iteration 3F: 3 clusters Score -66511.05 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -67157.015625 Penalty: 3216.379150
	Iteration 4F: 3 clusters Score -67157.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -67231.242188 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -67231.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -67280.945312 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -67280.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -67300.429688 Penalty: 3216.379150
	Iteration 7Q: 3 clusters Score -67300.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -67300.429688 Penalty: 3216.379150
	Iteration 8F: 3 clusters Score -67300.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 11966 members 
Mstep: Class 3 contains 2032 members 
Mstep: Class 4 contains 7717 members 
Mstep: Class 5 contains 2184 members 
Mstep: Class 6 contains 212435 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 4840 members 
Mstep: Class 9 contains 544 members 
Mstep: Class 10 contains 41601 members 
Mstep: Class 11 contains 21745 members 
Mstep: Class 12 contains 20112 members 
Mstep: Class 13 contains 8261 members 
Mstep: Class 14 contains 98702 members 
Mstep: Class 15 contains 376 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 538 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 1103 members 
Mstep: Class 20 contains 5862 members 
Mstep: Class 21 contains 111 members 
Entering Unmasked Estep 
Score: -57749244.000000 Penalty: 67921.164062
Splitting cluster 9 changes total score from -57747724.000000 to -57749244.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 10 (41601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Entering Unmasked Estep 
Score: -5339541.500000 Penalty: 2637.698242
	Iteration 0F: 2 clusters Score -5339542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -5311203.500000 Penalty: 5275.396484
	Iteration 0F: 3 clusters Score -5311204 nChanged 19141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -5321622.000000 Penalty: 5275.396484
	Iteration 1F: 3 clusters Score -5321622 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -5322228.000000 Penalty: 5275.396484
	Iteration 2Q: 3 clusters Score -5322228 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -5322791.000000 Penalty: 5275.396484
	Iteration 3Q: 3 clusters Score -5322791 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -5323430.500000 Penalty: 5275.396484
	Iteration 4Q: 3 clusters Score -5323430 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -5324282.500000 Penalty: 5275.396484
	Iteration 5Q: 3 clusters Score -5324282 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -5325423.500000 Penalty: 5275.396484
	Iteration 6F: 3 clusters Score -5325424 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -5327202.000000 Penalty: 5275.396484
	Iteration 7F: 3 clusters Score -5327202 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -5329620.500000 Penalty: 5275.396484
	Iteration 8F: 3 clusters Score -5329620 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -5332205.500000 Penalty: 5275.396484
	Iteration 9F: 3 clusters Score -5332206 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -5334423.500000 Penalty: 5275.396484
	Iteration 10F: 3 clusters Score -5334424 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -5335941.000000 Penalty: 5275.396484
	Iteration 11Q: 3 clusters Score -5335941 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
Score: -5336648.500000 Penalty: 5275.396484
	Iteration 12Q: 3 clusters Score -5336648 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 38973 members 
Entering Unmasked Estep 
Score: -5336912.500000 Penalty: 5275.396484
	Iteration 13Q: 3 clusters Score -5336912 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -5337034.000000 Penalty: 5275.396484
	Iteration 14Q: 3 clusters Score -5337034 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -5337151.000000 Penalty: 5275.396484
	Iteration 15Q: 3 clusters Score -5337151 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
Score: -5337200.000000 Penalty: 5275.396484
	Iteration 16Q: 3 clusters Score -5337200 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -5337234.000000 Penalty: 5275.396484
	Iteration 17Q: 3 clusters Score -5337234 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -5337256.500000 Penalty: 5275.396484
	Iteration 18Q: 3 clusters Score -5337256 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -5337266.500000 Penalty: 5275.396484
	Iteration 19Q: 3 clusters Score -5337266 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 39381 members 
Entering Unmasked Estep 
Score: -5337281.500000 Penalty: 5275.396484
	Iteration 20F: 3 clusters Score -5337282 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -5337300.500000 Penalty: 5275.396484
	Iteration 21Q: 3 clusters Score -5337300 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -5337316.000000 Penalty: 5275.396484
	Iteration 22Q: 3 clusters Score -5337316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 39443 members 
Entering Unmasked Estep 
Score: -5337311.500000 Penalty: 5275.396484
	Iteration 23Q: 3 clusters Score -5337312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 39453 members 
Entering Unmasked Estep 
Score: -5337311.000000 Penalty: 5275.396484
	Iteration 24Q: 3 clusters Score -5337311 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 39464 members 
Entering Unmasked Estep 
Score: -5337318.000000 Penalty: 5275.396484
	Iteration 25Q: 3 clusters Score -5337318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -5337327.000000 Penalty: 5275.396484
	Iteration 26Q: 3 clusters Score -5337327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -5337333.000000 Penalty: 5275.396484
	Iteration 27Q: 3 clusters Score -5337333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 39496 members 
Entering Unmasked Estep 
Score: -5337329.000000 Penalty: 5275.396484
	Iteration 28Q: 3 clusters Score -5337329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -5337323.500000 Penalty: 5275.396484
	Iteration 29Q: 3 clusters Score -5337324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 39515 members 
Entering Unmasked Estep 
Score: -5337325.500000 Penalty: 5275.396484
	Iteration 30Q: 3 clusters Score -5337326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -5337329.500000 Penalty: 5275.396484
	Iteration 31Q: 3 clusters Score -5337330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 39519 members 
Entering Unmasked Estep 
Score: -5337333.500000 Penalty: 5275.396484
	Iteration 32Q: 3 clusters Score -5337334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
Score: -5337336.000000 Penalty: 5275.396484
	Iteration 33Q: 3 clusters Score -5337336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -5337336.500000 Penalty: 5275.396484
	Iteration 34Q: 3 clusters Score -5337336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 39527 members 
Entering Unmasked Estep 
Score: -5337335.000000 Penalty: 5275.396484
	Iteration 35Q: 3 clusters Score -5337335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
Score: -5337340.000000 Penalty: 5275.396484
	Iteration 36Q: 3 clusters Score -5337340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -5337348.500000 Penalty: 5275.396484
	Iteration 37Q: 3 clusters Score -5337348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
Score: -5337348.000000 Penalty: 5275.396484
	Iteration 38Q: 3 clusters Score -5337348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 39552 members 
Entering Unmasked Estep 
Score: -5337344.500000 Penalty: 5275.396484
	Iteration 39Q: 3 clusters Score -5337344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 39560 members 
Entering Unmasked Estep 
Score: -5337349.500000 Penalty: 5275.396484
	Iteration 40F: 3 clusters Score -5337350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -5337349.000000 Penalty: 5275.396484
	Iteration 41Q: 3 clusters Score -5337349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 39567 members 
Entering Unmasked Estep 
Score: -5337354.000000 Penalty: 5275.396484
	Iteration 42Q: 3 clusters Score -5337354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -5337355.000000 Penalty: 5275.396484
	Iteration 43Q: 3 clusters Score -5337355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 39567 members 
Entering Unmasked Estep 
Score: -5337356.500000 Penalty: 5275.396484
	Iteration 44Q: 3 clusters Score -5337356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -5337351.000000 Penalty: 5275.396484
	Iteration 45Q: 3 clusters Score -5337351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -5337353.500000 Penalty: 5275.396484
	Iteration 46Q: 3 clusters Score -5337354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 39571 members 
Entering Unmasked Estep 
Score: -5337352.500000 Penalty: 5275.396484
	Iteration 47Q: 3 clusters Score -5337352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 39572 members 
Entering Unmasked Estep 
Score: -5337355.500000 Penalty: 5275.396484
	Iteration 48Q: 3 clusters Score -5337356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 39572 members 
Entering Unmasked Estep 
Score: -5337355.500000 Penalty: 5275.396484
	Iteration 49F: 3 clusters Score -5337356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Entering Unmasked Estep 
Score: -2713748.250000 Penalty: 2476.810303
	Iteration 0F: 2 clusters Score -2713748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2698591.250000 Penalty: 4953.620605
	Iteration 0F: 3 clusters Score -2698591 nChanged 9598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2703775.250000 Penalty: 4953.620605
	Iteration 1F: 3 clusters Score -2703775 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -2704206.500000 Penalty: 4953.620605
	Iteration 2F: 3 clusters Score -2704206 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -2704681.750000 Penalty: 4953.620605
	Iteration 3F: 3 clusters Score -2704682 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -2705184.250000 Penalty: 4953.620605
	Iteration 4Q: 3 clusters Score -2705184 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -2705881.750000 Penalty: 4953.620605
	Iteration 5F: 3 clusters Score -2705882 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -2706875.000000 Penalty: 4953.620605
	Iteration 6F: 3 clusters Score -2706875 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -2708067.250000 Penalty: 4953.620605
	Iteration 7F: 3 clusters Score -2708067 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -2709254.500000 Penalty: 4953.620605
	Iteration 8F: 3 clusters Score -2709254 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2710303.250000 Penalty: 4953.620605
	Iteration 9F: 3 clusters Score -2710303 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2710950.750000 Penalty: 4953.620605
	Iteration 10Q: 3 clusters Score -2710951 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2711322.250000 Penalty: 4953.620605
	Iteration 11Q: 3 clusters Score -2711322 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2711486.250000 Penalty: 4953.620605
	Iteration 12Q: 3 clusters Score -2711486 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2711572.000000 Penalty: 4953.620605
	Iteration 13Q: 3 clusters Score -2711572 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2711608.000000 Penalty: 4953.620605
	Iteration 14Q: 3 clusters Score -2711608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2711629.250000 Penalty: 4953.620605
	Iteration 15Q: 3 clusters Score -2711629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2711633.000000 Penalty: 4953.620605
	Iteration 16Q: 3 clusters Score -2711633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2711644.500000 Penalty: 4953.620605
	Iteration 17Q: 3 clusters Score -2711644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2711652.750000 Penalty: 4953.620605
	Iteration 18Q: 3 clusters Score -2711653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2711665.250000 Penalty: 4953.620605
	Iteration 19Q: 3 clusters Score -2711665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2711675.750000 Penalty: 4953.620605
	Iteration 20F: 3 clusters Score -2711676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2711682.250000 Penalty: 4953.620605
	Iteration 21Q: 3 clusters Score -2711682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2711679.000000 Penalty: 4953.620605
	Iteration 22Q: 3 clusters Score -2711679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2711679.000000 Penalty: 4953.620605
	Iteration 23Q: 3 clusters Score -2711679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2711690.500000 Penalty: 4953.620605
	Iteration 24Q: 3 clusters Score -2711690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2711694.250000 Penalty: 4953.620605
	Iteration 25Q: 3 clusters Score -2711694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2711694.250000 Penalty: 4953.620605
	Iteration 26F: 3 clusters Score -2711694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Entering Unmasked Estep 
Score: -2598268.250000 Penalty: 2457.449951
	Iteration 0F: 2 clusters Score -2598268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2584159.750000 Penalty: 4914.899902
	Iteration 0F: 3 clusters Score -2584160 nChanged 8775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2588839.250000 Penalty: 4914.899902
	Iteration 1F: 3 clusters Score -2588839 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -2589299.500000 Penalty: 4914.899902
	Iteration 2F: 3 clusters Score -2589300 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -2589708.250000 Penalty: 4914.899902
	Iteration 3Q: 3 clusters Score -2589708 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -2590135.500000 Penalty: 4914.899902
	Iteration 4Q: 3 clusters Score -2590136 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -2590576.000000 Penalty: 4914.899902
	Iteration 5Q: 3 clusters Score -2590576 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -2591100.000000 Penalty: 4914.899902
	Iteration 6F: 3 clusters Score -2591100 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2591815.000000 Penalty: 4914.899902
	Iteration 7F: 3 clusters Score -2591815 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -2592811.250000 Penalty: 4914.899902
	Iteration 8F: 3 clusters Score -2592811 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -2594071.000000 Penalty: 4914.899902
	Iteration 9F: 3 clusters Score -2594071 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -2595271.750000 Penalty: 4914.899902
	Iteration 10F: 3 clusters Score -2595272 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -2596260.000000 Penalty: 4914.899902
	Iteration 11Q: 3 clusters Score -2596260 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -2597057.250000 Penalty: 4914.899902
	Iteration 12Q: 3 clusters Score -2597057 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -2597615.750000 Penalty: 4914.899902
	Iteration 13Q: 3 clusters Score -2597616 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -2598003.000000 Penalty: 4914.899902
	Iteration 14Q: 3 clusters Score -2598003 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -2598197.250000 Penalty: 4914.899902
	Iteration 15Q: 3 clusters Score -2598197 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -2598308.250000 Penalty: 4914.899902
	Iteration 16Q: 3 clusters Score -2598308 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -2598359.750000 Penalty: 4914.899902
	Iteration 17Q: 3 clusters Score -2598360 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -2598403.750000 Penalty: 4914.899902
	Iteration 18Q: 3 clusters Score -2598404 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -2598422.500000 Penalty: 4914.899902
	Iteration 19Q: 3 clusters Score -2598422 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -2598443.250000 Penalty: 4914.899902
	Iteration 20F: 3 clusters Score -2598443 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -2598454.250000 Penalty: 4914.899902
	Iteration 21Q: 3 clusters Score -2598454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -2598463.000000 Penalty: 4914.899902
	Iteration 22Q: 3 clusters Score -2598463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -2598468.250000 Penalty: 4914.899902
	Iteration 23Q: 3 clusters Score -2598468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -2598468.750000 Penalty: 4914.899902
	Iteration 24Q: 3 clusters Score -2598469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -2598465.250000 Penalty: 4914.899902
	Iteration 25Q: 3 clusters Score -2598465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -2598467.250000 Penalty: 4914.899902
	Iteration 26Q: 3 clusters Score -2598467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -2598466.250000 Penalty: 4914.899902
	Iteration 27Q: 3 clusters Score -2598466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -2598468.500000 Penalty: 4914.899902
	Iteration 28Q: 3 clusters Score -2598468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -2598469.500000 Penalty: 4914.899902
	Iteration 29Q: 3 clusters Score -2598470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -2598471.250000 Penalty: 4914.899902
	Iteration 30Q: 3 clusters Score -2598471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -2598466.750000 Penalty: 4914.899902
	Iteration 31Q: 3 clusters Score -2598467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -2598472.000000 Penalty: 4914.899902
	Iteration 32Q: 3 clusters Score -2598472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -2598471.000000 Penalty: 4914.899902
	Iteration 33Q: 3 clusters Score -2598471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -2598468.250000 Penalty: 4914.899902
	Iteration 34Q: 3 clusters Score -2598468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -2598468.250000 Penalty: 4914.899902
	Iteration 35F: 3 clusters Score -2598468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 11966 members 
Mstep: Class 3 contains 2032 members 
Mstep: Class 4 contains 7717 members 
Mstep: Class 5 contains 2184 members 
Mstep: Class 6 contains 212435 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 4840 members 
Mstep: Class 9 contains 544 members 
Mstep: Class 10 contains 41601 members 
Mstep: Class 11 contains 21745 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 8261 members 
Mstep: Class 14 contains 98702 members 
Mstep: Class 15 contains 376 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 538 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 1103 members 
Mstep: Class 20 contains 5862 members 
Mstep: Class 21 contains 111 members 
Mstep: Class 22 contains 19480 members 
Entering Unmasked Estep 
Score: -57748660.000000 Penalty: 71155.500000
Splitting cluster 12 changes total score from -57747724.000000 to -57748660.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 13 (8261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Entering Unmasked Estep 
Score: -1069272.500000 Penalty: 2236.786621
	Iteration 0F: 2 clusters Score -1069272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1062741.750000 Penalty: 4473.573242
	Iteration 0F: 3 clusters Score -1062742 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1064477.000000 Penalty: 4473.573242
	Iteration 1F: 3 clusters Score -1064477 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1064717.250000 Penalty: 4473.573242
	Iteration 2F: 3 clusters Score -1064717 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1064850.375000 Penalty: 4473.573242
	Iteration 3Q: 3 clusters Score -1064850 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1064966.125000 Penalty: 4473.573242
	Iteration 4Q: 3 clusters Score -1064966 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1065069.375000 Penalty: 4473.573242
	Iteration 5Q: 3 clusters Score -1065069 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1065150.000000 Penalty: 4473.573242
	Iteration 6Q: 3 clusters Score -1065150 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1065225.875000 Penalty: 4473.573242
	Iteration 7Q: 3 clusters Score -1065226 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1065293.125000 Penalty: 4473.573242
	Iteration 8Q: 3 clusters Score -1065293 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1065353.375000 Penalty: 4473.573242
	Iteration 9Q: 3 clusters Score -1065353 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1065428.000000 Penalty: 4473.573242
	Iteration 10Q: 3 clusters Score -1065428 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1065504.000000 Penalty: 4473.573242
	Iteration 11Q: 3 clusters Score -1065504 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1065573.125000 Penalty: 4473.573242
	Iteration 12Q: 3 clusters Score -1065573 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1065641.750000 Penalty: 4473.573242
	Iteration 13Q: 3 clusters Score -1065642 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1065708.000000 Penalty: 4473.573242
	Iteration 14Q: 3 clusters Score -1065708 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1065778.250000 Penalty: 4473.573242
	Iteration 15Q: 3 clusters Score -1065778 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1065863.500000 Penalty: 4473.573242
	Iteration 16Q: 3 clusters Score -1065864 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1065960.250000 Penalty: 4473.573242
	Iteration 17Q: 3 clusters Score -1065960 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1066074.875000 Penalty: 4473.573242
	Iteration 18Q: 3 clusters Score -1066075 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1066198.125000 Penalty: 4473.573242
	Iteration 19Q: 3 clusters Score -1066198 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1066310.875000 Penalty: 4473.573242
	Iteration 20F: 3 clusters Score -1066311 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1066416.875000 Penalty: 4473.573242
	Iteration 21Q: 3 clusters Score -1066417 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1066511.000000 Penalty: 4473.573242
	Iteration 22Q: 3 clusters Score -1066511 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1066590.500000 Penalty: 4473.573242
	Iteration 23Q: 3 clusters Score -1066590 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1066673.500000 Penalty: 4473.573242
	Iteration 24Q: 3 clusters Score -1066674 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1066755.125000 Penalty: 4473.573242
	Iteration 25Q: 3 clusters Score -1066755 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1066823.875000 Penalty: 4473.573242
	Iteration 26Q: 3 clusters Score -1066824 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1066898.125000 Penalty: 4473.573242
	Iteration 27Q: 3 clusters Score -1066898 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1066958.375000 Penalty: 4473.573242
	Iteration 28Q: 3 clusters Score -1066958 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1067010.750000 Penalty: 4473.573242
	Iteration 29Q: 3 clusters Score -1067011 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1067055.125000 Penalty: 4473.573242
	Iteration 30Q: 3 clusters Score -1067055 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1067093.875000 Penalty: 4473.573242
	Iteration 31Q: 3 clusters Score -1067094 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1067122.750000 Penalty: 4473.573242
	Iteration 32Q: 3 clusters Score -1067123 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1067151.625000 Penalty: 4473.573242
	Iteration 33Q: 3 clusters Score -1067152 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1067176.250000 Penalty: 4473.573242
	Iteration 34Q: 3 clusters Score -1067176 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1067189.250000 Penalty: 4473.573242
	Iteration 35Q: 3 clusters Score -1067189 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1067204.125000 Penalty: 4473.573242
	Iteration 36Q: 3 clusters Score -1067204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1067211.750000 Penalty: 4473.573242
	Iteration 37Q: 3 clusters Score -1067212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1067216.125000 Penalty: 4473.573242
	Iteration 38Q: 3 clusters Score -1067216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1067222.500000 Penalty: 4473.573242
	Iteration 39Q: 3 clusters Score -1067222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1067228.500000 Penalty: 4473.573242
	Iteration 40F: 3 clusters Score -1067228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1067229.750000 Penalty: 4473.573242
	Iteration 41Q: 3 clusters Score -1067230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1067236.250000 Penalty: 4473.573242
	Iteration 42Q: 3 clusters Score -1067236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1067237.625000 Penalty: 4473.573242
	Iteration 43Q: 3 clusters Score -1067238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1067241.125000 Penalty: 4473.573242
	Iteration 44Q: 3 clusters Score -1067241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1067245.375000 Penalty: 4473.573242
	Iteration 45Q: 3 clusters Score -1067245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1067248.500000 Penalty: 4473.573242
	Iteration 46Q: 3 clusters Score -1067248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1067254.375000 Penalty: 4473.573242
	Iteration 47Q: 3 clusters Score -1067254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1067254.875000 Penalty: 4473.573242
	Iteration 48Q: 3 clusters Score -1067255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1067256.500000 Penalty: 4473.573242
	Iteration 49Q: 3 clusters Score -1067256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1067262.625000 Penalty: 4473.573242
	Iteration 50Q: 3 clusters Score -1067263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1067268.375000 Penalty: 4473.573242
	Iteration 51Q: 3 clusters Score -1067268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1067272.000000 Penalty: 4473.573242
	Iteration 52Q: 3 clusters Score -1067272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1067272.375000 Penalty: 4473.573242
	Iteration 53Q: 3 clusters Score -1067272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1067273.500000 Penalty: 4473.573242
	Iteration 54Q: 3 clusters Score -1067274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1067278.250000 Penalty: 4473.573242
	Iteration 55Q: 3 clusters Score -1067278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1067283.500000 Penalty: 4473.573242
	Iteration 56Q: 3 clusters Score -1067284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1067290.000000 Penalty: 4473.573242
	Iteration 57Q: 3 clusters Score -1067290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1067300.250000 Penalty: 4473.573242
	Iteration 58Q: 3 clusters Score -1067300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1067307.375000 Penalty: 4473.573242
	Iteration 59Q: 3 clusters Score -1067307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1067308.625000 Penalty: 4473.573242
	Iteration 60F: 3 clusters Score -1067309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1067311.375000 Penalty: 4473.573242
	Iteration 61Q: 3 clusters Score -1067311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1067313.250000 Penalty: 4473.573242
	Iteration 62Q: 3 clusters Score -1067313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1067317.500000 Penalty: 4473.573242
	Iteration 63Q: 3 clusters Score -1067318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1067316.375000 Penalty: 4473.573242
	Iteration 64Q: 3 clusters Score -1067316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1067321.625000 Penalty: 4473.573242
	Iteration 65Q: 3 clusters Score -1067322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1067322.375000 Penalty: 4473.573242
	Iteration 66Q: 3 clusters Score -1067322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1067323.000000 Penalty: 4473.573242
	Iteration 67Q: 3 clusters Score -1067323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1067323.000000 Penalty: 4473.573242
	Iteration 68F: 3 clusters Score -1067323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (98702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98702 members 
Entering Unmasked Estep 
Score: -12673917.000000 Penalty: 2851.965576
	Iteration 0F: 2 clusters Score -1.267392e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49546 members 
Mstep: Class 2 contains 49156 members 
Entering Unmasked Estep 
Score: -12608205.000000 Penalty: 5703.931152
	Iteration 0F: 3 clusters Score -1.26082e+07 nChanged 46497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51407 members 
Mstep: Class 2 contains 47295 members 
Entering Unmasked Estep 
Score: -12634852.000000 Penalty: 5703.931152
	Iteration 1F: 3 clusters Score -1.263485e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52557 members 
Mstep: Class 2 contains 46145 members 
Entering Unmasked Estep 
Score: -12635790.000000 Penalty: 5703.931152
	Iteration 2Q: 3 clusters Score -1.263579e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54181 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
Score: -12637089.000000 Penalty: 5703.931152
	Iteration 3Q: 3 clusters Score -1.263709e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56299 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -12638868.000000 Penalty: 5703.931152
	Iteration 4Q: 3 clusters Score -1.263887e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59011 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -12641422.000000 Penalty: 5703.931152
	Iteration 5Q: 3 clusters Score -1.264142e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62408 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -12644553.000000 Penalty: 5703.931152
	Iteration 6F: 3 clusters Score -1.264455e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66314 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -12648037.000000 Penalty: 5703.931152
	Iteration 7F: 3 clusters Score -1.264804e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70727 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -12651614.000000 Penalty: 5703.931152
	Iteration 8F: 3 clusters Score -1.265161e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75346 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -12654867.000000 Penalty: 5703.931152
	Iteration 9F: 3 clusters Score -1.265487e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79921 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -12657971.000000 Penalty: 5703.931152
	Iteration 10Q: 3 clusters Score -1.265797e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84331 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -12661025.000000 Penalty: 5703.931152
	Iteration 11Q: 3 clusters Score -1.266102e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88504 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -12664003.000000 Penalty: 5703.931152
	Iteration 12Q: 3 clusters Score -1.2664e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91995 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -12666555.000000 Penalty: 5703.931152
	Iteration 13Q: 3 clusters Score -1.266656e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94579 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -12668452.000000 Penalty: 5703.931152
	Iteration 14Q: 3 clusters Score -1.266845e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96291 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -12669803.000000 Penalty: 5703.931152
	Iteration 15Q: 3 clusters Score -1.26698e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97239 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -12670469.000000 Penalty: 5703.931152
	Iteration 16Q: 3 clusters Score -1.267047e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97708 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -12670829.000000 Penalty: 5703.931152
	Iteration 17Q: 3 clusters Score -1.267083e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97966 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -12671034.000000 Penalty: 5703.931152
	Iteration 18Q: 3 clusters Score -1.267103e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98107 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -12671162.000000 Penalty: 5703.931152
	Iteration 19Q: 3 clusters Score -1.267116e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98184 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -12671236.000000 Penalty: 5703.931152
	Iteration 20F: 3 clusters Score -1.267124e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98230 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -12671297.000000 Penalty: 5703.931152
	Iteration 21Q: 3 clusters Score -1.26713e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98262 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -12671356.000000 Penalty: 5703.931152
	Iteration 22Q: 3 clusters Score -1.267136e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98278 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -12671386.000000 Penalty: 5703.931152
	Iteration 23Q: 3 clusters Score -1.267139e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98282 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -12671395.000000 Penalty: 5703.931152
	Iteration 24Q: 3 clusters Score -1.26714e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98288 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -12671405.000000 Penalty: 5703.931152
	Iteration 25Q: 3 clusters Score -1.26714e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98292 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -12671405.000000 Penalty: 5703.931152
	Iteration 26Q: 3 clusters Score -1.26714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98294 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -12671413.000000 Penalty: 5703.931152
	Iteration 27Q: 3 clusters Score -1.267141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98295 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -12671419.000000 Penalty: 5703.931152
	Iteration 28Q: 3 clusters Score -1.267142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98296 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -12671412.000000 Penalty: 5703.931152
	Iteration 29Q: 3 clusters Score -1.267141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98296 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -12671418.000000 Penalty: 5703.931152
	Iteration 30Q: 3 clusters Score -1.267142e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98296 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -12671418.000000 Penalty: 5703.931152
	Iteration 31F: 3 clusters Score -1.267142e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -42360.324219 Penalty: 1470.538086
	Iteration 0F: 2 clusters Score -42360.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -40975.132812 Penalty: 2941.076172
	Iteration 0F: 3 clusters Score -40975.13 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -41132.664062 Penalty: 2941.076172
	Iteration 1F: 3 clusters Score -41132.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -41167.707031 Penalty: 2941.076172
	Iteration 2Q: 3 clusters Score -41167.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -41171.164062 Penalty: 2941.076172
	Iteration 3Q: 3 clusters Score -41171.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -41173.554688 Penalty: 2941.076172
	Iteration 4Q: 3 clusters Score -41173.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -41176.070312 Penalty: 2941.076172
	Iteration 5Q: 3 clusters Score -41176.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -41176.070312 Penalty: 2941.076172
	Iteration 6F: 3 clusters Score -41176.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Entering Unmasked Estep 
Score: -100683.343750 Penalty: 1656.852051
	Iteration 0F: 2 clusters Score -100683.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -98915.195312 Penalty: 3313.704102
	Iteration 0F: 3 clusters Score -98915.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -99139.078125 Penalty: 3313.704102
	Iteration 1F: 3 clusters Score -99139.08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -99179.437500 Penalty: 3313.704102
	Iteration 2Q: 3 clusters Score -99179.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -99205.500000 Penalty: 3313.704102
	Iteration 3Q: 3 clusters Score -99205.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -99227.281250 Penalty: 3313.704102
	Iteration 4Q: 3 clusters Score -99227.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -99236.867188 Penalty: 3313.704102
	Iteration 5Q: 3 clusters Score -99236.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -99238.320312 Penalty: 3313.704102
	Iteration 6Q: 3 clusters Score -99238.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -99239.445312 Penalty: 3313.704102
	Iteration 7Q: 3 clusters Score -99239.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -99239.445312 Penalty: 3313.704102
	Iteration 8F: 3 clusters Score -99239.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -53506.101562 Penalty: 1559.388916
	Iteration 0F: 2 clusters Score -53506.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -51991.515625 Penalty: 3118.777832
	Iteration 0F: 3 clusters Score -51991.52 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -52305.015625 Penalty: 3118.777832
	Iteration 1F: 3 clusters Score -52305.02 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -52542.722656 Penalty: 3118.777832
	Iteration 2F: 3 clusters Score -52542.72 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -52772.707031 Penalty: 3118.777832
	Iteration 3F: 3 clusters Score -52772.71 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -52996.089844 Penalty: 3118.777832
	Iteration 4F: 3 clusters Score -52996.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -53133.375000 Penalty: 3118.777832
	Iteration 5F: 3 clusters Score -53133.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -53203.792969 Penalty: 3118.777832
	Iteration 6Q: 3 clusters Score -53203.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -53250.425781 Penalty: 3118.777832
	Iteration 7Q: 3 clusters Score -53250.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -53295.046875 Penalty: 3118.777832
	Iteration 8Q: 3 clusters Score -53295.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -53304.773438 Penalty: 3118.777832
	Iteration 9Q: 3 clusters Score -53304.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -53314.425781 Penalty: 3118.777832
	Iteration 10Q: 3 clusters Score -53314.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -53317.433594 Penalty: 3118.777832
	Iteration 11Q: 3 clusters Score -53317.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -53317.433594 Penalty: 3118.777832
	Iteration 12F: 3 clusters Score -53317.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -22577.750000 Penalty: 1345.387573
	Iteration 0F: 2 clusters Score -22577.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21564.570312 Penalty: 2690.775146
	Iteration 0F: 3 clusters Score -21564.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21690.503906 Penalty: 2690.775146
	Iteration 1F: 3 clusters Score -21690.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21794.003906 Penalty: 2690.775146
	Iteration 2F: 3 clusters Score -21794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21805.398438 Penalty: 2690.775146
	Iteration 3Q: 3 clusters Score -21805.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21820.888672 Penalty: 2690.775146
	Iteration 4Q: 3 clusters Score -21820.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21827.302734 Penalty: 2690.775146
	Iteration 5Q: 3 clusters Score -21827.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21827.302734 Penalty: 2690.775146
	Iteration 6F: 3 clusters Score -21827.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Entering Unmasked Estep 
Score: -118243.468750 Penalty: 1737.435669
	Iteration 0F: 2 clusters Score -118243.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -116350.742188 Penalty: 3474.871338
	Iteration 0F: 3 clusters Score -116350.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -117036.304688 Penalty: 3474.871338
	Iteration 1F: 3 clusters Score -117036.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -117541.140625 Penalty: 3474.871338
	Iteration 2F: 3 clusters Score -117541.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -117868.429688 Penalty: 3474.871338
	Iteration 3F: 3 clusters Score -117868.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -118074.421875 Penalty: 3474.871338
	Iteration 4F: 3 clusters Score -118074.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -118174.796875 Penalty: 3474.871338
	Iteration 5Q: 3 clusters Score -118174.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -118211.812500 Penalty: 3474.871338
	Iteration 6Q: 3 clusters Score -118211.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -118238.039062 Penalty: 3474.871338
	Iteration 7Q: 3 clusters Score -118238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -118259.960938 Penalty: 3474.871338
	Iteration 8Q: 3 clusters Score -118260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -118319.273438 Penalty: 3474.871338
	Iteration 9Q: 3 clusters Score -118319.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -118359.296875 Penalty: 3474.871338
	Iteration 10Q: 3 clusters Score -118359.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -118390.984375 Penalty: 3474.871338
	Iteration 11Q: 3 clusters Score -118391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -118409.835938 Penalty: 3474.871338
	Iteration 12Q: 3 clusters Score -118409.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -118430.664062 Penalty: 3474.871338
	Iteration 13Q: 3 clusters Score -118430.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -118442.210938 Penalty: 3474.871338
	Iteration 14Q: 3 clusters Score -118442.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -118449.203125 Penalty: 3474.871338
	Iteration 15Q: 3 clusters Score -118449.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -118451.921875 Penalty: 3474.871338
	Iteration 16Q: 3 clusters Score -118451.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -118452.914062 Penalty: 3474.871338
	Iteration 17Q: 3 clusters Score -118452.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -118455.335938 Penalty: 3474.871338
	Iteration 18Q: 3 clusters Score -118455.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -118457.132812 Penalty: 3474.871338
	Iteration 19Q: 3 clusters Score -118457.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -118485.468750 Penalty: 3474.871338
	Iteration 20F: 3 clusters Score -118485.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -118600.484375 Penalty: 3474.871338
	Iteration 21Q: 3 clusters Score -118600.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -118650.289062 Penalty: 3474.871338
	Iteration 22Q: 3 clusters Score -118650.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -118660.007812 Penalty: 3474.871338
	Iteration 23Q: 3 clusters Score -118660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -118666.210938 Penalty: 3474.871338
	Iteration 24Q: 3 clusters Score -118666.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -118676.023438 Penalty: 3474.871338
	Iteration 25Q: 3 clusters Score -118676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -118690.765625 Penalty: 3474.871338
	Iteration 26Q: 3 clusters Score -118690.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -118705.625000 Penalty: 3474.871338
	Iteration 27Q: 3 clusters Score -118705.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -118742.531250 Penalty: 3474.871338
	Iteration 28Q: 3 clusters Score -118742.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -118916.062500 Penalty: 3474.871338
	Iteration 29Q: 3 clusters Score -118916.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -119574.875000 Penalty: 3474.871338
	Iteration 30Q: 3 clusters Score -119574.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -119925.562500 Penalty: 3474.871338
	Iteration 31Q: 3 clusters Score -119925.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -120077.375000 Penalty: 3474.871338
	Iteration 32Q: 3 clusters Score -120077.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -120083.875000 Penalty: 3474.871338
	Iteration 33Q: 3 clusters Score -120083.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -120089.921875 Penalty: 3474.871338
	Iteration 34Q: 3 clusters Score -120089.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -120090.609375 Penalty: 3474.871338
	Iteration 35F: 3 clusters Score -120090.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -120096.203125 Penalty: 3474.871338
	Iteration 36Q: 3 clusters Score -120096.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -120097.414062 Penalty: 3474.871338
	Iteration 37Q: 3 clusters Score -120097.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -120097.414062 Penalty: 3474.871338
	Iteration 38F: 3 clusters Score -120097.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 11966 members 
Mstep: Class 3 contains 2032 members 
Mstep: Class 4 contains 7717 members 
Mstep: Class 5 contains 2184 members 
Mstep: Class 6 contains 212435 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 4840 members 
Mstep: Class 9 contains 544 members 
Mstep: Class 10 contains 41601 members 
Mstep: Class 11 contains 21745 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 8261 members 
Mstep: Class 14 contains 98702 members 
Mstep: Class 15 contains 376 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 538 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 349 members 
Mstep: Class 20 contains 5862 members 
Mstep: Class 21 contains 111 members 
Mstep: Class 22 contains 19480 members 
Mstep: Class 23 contains 754 members 
Entering Unmasked Estep 
Score: -57749064.000000 Penalty: 74389.843750
Splitting cluster 19 changes total score from -57747724.000000 to -57749064.000000
So it's getting split into cluster 23.
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 11966 members 
Mstep: Class 3 contains 2032 members 
Mstep: Class 4 contains 7717 members 
Mstep: Class 5 contains 2184 members 
Mstep: Class 6 contains 212435 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 4840 members 
Mstep: Class 9 contains 544 members 
Mstep: Class 10 contains 41601 members 
Mstep: Class 11 contains 21745 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 8261 members 
Mstep: Class 14 contains 98702 members 
Mstep: Class 15 contains 376 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 538 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57749560.000000 Penalty: 74389.843750
Iteration 79Q: 24 clusters Score -5.774956e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 12012 members 
Mstep: Class 3 contains 2032 members 
Mstep: Class 4 contains 7759 members 
Mstep: Class 5 contains 2188 members 
Mstep: Class 6 contains 212674 members 
Mstep: Class 7 contains 587 members 
Mstep: Class 8 contains 4881 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 41844 members 
Mstep: Class 11 contains 21378 members 
Mstep: Class 12 contains 651 members 
Mstep: Class 13 contains 8282 members 
Mstep: Class 14 contains 98672 members 
Mstep: Class 15 contains 376 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 538 members 
Mstep: Class 18 contains 230 members 
Mstep: Class 19 contains 349 members 
Mstep: Class 20 contains 5863 members 
Mstep: Class 21 contains 103 members 
Mstep: Class 22 contains 19137 members 
Mstep: Class 23 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57764356.000000 Penalty: 74389.843750
Iteration 80F: 24 clusters Score -5.776436e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 222 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 12027 members 
Mstep: Class 3 contains 2027 members 
Mstep: Class 4 contains 7789 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 212354 members 
Mstep: Class 7 contains 584 members 
Mstep: Class 8 contains 4840 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 41871 members 
Mstep: Class 11 contains 21168 members 
Mstep: Class 12 contains 653 members 
Mstep: Class 13 contains 8307 members 
Mstep: Class 14 contains 98531 members 
Mstep: Class 15 contains 376 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 702 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 349 members 
Mstep: Class 20 contains 6226 members 
Mstep: Class 21 contains 110 members 
Mstep: Class 22 contains 19332 members 
Mstep: Class 23 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57766916.000000 Penalty: 74389.843750
Iteration 81Q: 24 clusters Score -5.776692e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 12041 members 
Mstep: Class 3 contains 2024 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 212154 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 4829 members 
Mstep: Class 9 contains 548 members 
Mstep: Class 10 contains 41948 members 
Mstep: Class 11 contains 20993 members 
Mstep: Class 12 contains 650 members 
Mstep: Class 13 contains 8332 members 
Mstep: Class 14 contains 98473 members 
Mstep: Class 15 contains 379 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 699 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 6401 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19396 members 
Mstep: Class 23 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57767220.000000 Penalty: 74389.843750
Iteration 82Q: 24 clusters Score -5.776722e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 12055 members 
Mstep: Class 3 contains 2023 members 
Mstep: Class 4 contains 7849 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 211908 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4819 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42043 members 
Mstep: Class 11 contains 20877 members 
Mstep: Class 12 contains 648 members 
Mstep: Class 13 contains 8348 members 
Mstep: Class 14 contains 98431 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 697 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 6547 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19451 members 
Mstep: Class 23 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57767196.000000 Penalty: 74389.843750
Iteration 83Q: 24 clusters Score -5.77672e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 12081 members 
Mstep: Class 3 contains 2023 members 
Mstep: Class 4 contains 7871 members 
Mstep: Class 5 contains 2177 members 
Mstep: Class 6 contains 211695 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4804 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42130 members 
Mstep: Class 11 contains 20788 members 
Mstep: Class 12 contains 645 members 
Mstep: Class 13 contains 8366 members 
Mstep: Class 14 contains 98381 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 697 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 6654 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19510 members 
Mstep: Class 23 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57767224.000000 Penalty: 74389.843750
Iteration 84Q: 24 clusters Score -5.776722e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 12101 members 
Mstep: Class 3 contains 2021 members 
Mstep: Class 4 contains 7892 members 
Mstep: Class 5 contains 2177 members 
Mstep: Class 6 contains 211530 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42188 members 
Mstep: Class 11 contains 20731 members 
Mstep: Class 12 contains 643 members 
Mstep: Class 13 contains 8385 members 
Mstep: Class 14 contains 98339 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 697 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 6748 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19535 members 
Mstep: Class 23 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57767332.000000 Penalty: 74389.843750
Iteration 85Q: 24 clusters Score -5.776733e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 12118 members 
Mstep: Class 3 contains 2020 members 
Mstep: Class 4 contains 7907 members 
Mstep: Class 5 contains 2177 members 
Mstep: Class 6 contains 211394 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4789 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42227 members 
Mstep: Class 11 contains 20673 members 
Mstep: Class 12 contains 647 members 
Mstep: Class 13 contains 8398 members 
Mstep: Class 14 contains 98298 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 697 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 6837 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19562 members 
Mstep: Class 23 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57767396.000000 Penalty: 74389.843750
Iteration 86Q: 24 clusters Score -5.77674e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 12128 members 
Mstep: Class 3 contains 2020 members 
Mstep: Class 4 contains 7913 members 
Mstep: Class 5 contains 2177 members 
Mstep: Class 6 contains 211290 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4789 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42265 members 
Mstep: Class 11 contains 20623 members 
Mstep: Class 12 contains 651 members 
Mstep: Class 13 contains 8402 members 
Mstep: Class 14 contains 98258 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 697 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 6923 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19582 members 
Mstep: Class 23 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57767472.000000 Penalty: 74389.843750
Iteration 87Q: 24 clusters Score -5.776747e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 12135 members 
Mstep: Class 3 contains 2020 members 
Mstep: Class 4 contains 7927 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 211206 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42286 members 
Mstep: Class 11 contains 20590 members 
Mstep: Class 12 contains 653 members 
Mstep: Class 13 contains 8409 members 
Mstep: Class 14 contains 98216 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 697 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 6999 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19595 members 
Mstep: Class 23 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57767596.000000 Penalty: 74389.843750
Iteration 88Q: 24 clusters Score -5.77676e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 12141 members 
Mstep: Class 3 contains 2020 members 
Mstep: Class 4 contains 7933 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 211099 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4773 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42312 members 
Mstep: Class 11 contains 20559 members 
Mstep: Class 12 contains 654 members 
Mstep: Class 13 contains 8426 members 
Mstep: Class 14 contains 98203 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 697 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7057 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19609 members 
Mstep: Class 23 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57767684.000000 Penalty: 74389.843750
Iteration 89Q: 24 clusters Score -5.776768e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 12153 members 
Mstep: Class 3 contains 2020 members 
Mstep: Class 4 contains 7945 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 211019 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4764 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42339 members 
Mstep: Class 11 contains 20529 members 
Mstep: Class 12 contains 654 members 
Mstep: Class 13 contains 8434 members 
Mstep: Class 14 contains 98192 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 697 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7090 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19616 members 
Mstep: Class 23 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57767652.000000 Penalty: 74389.843750
Iteration 90Q: 24 clusters Score -5.776765e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 12168 members 
Mstep: Class 3 contains 2020 members 
Mstep: Class 4 contains 7954 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210952 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4759 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42363 members 
Mstep: Class 11 contains 20499 members 
Mstep: Class 12 contains 654 members 
Mstep: Class 13 contains 8436 members 
Mstep: Class 14 contains 98171 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 697 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7121 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19625 members 
Mstep: Class 23 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57767764.000000 Penalty: 74389.843750
Iteration 91Q: 24 clusters Score -5.776776e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 12180 members 
Mstep: Class 3 contains 2020 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210878 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4758 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42384 members 
Mstep: Class 11 contains 20478 members 
Mstep: Class 12 contains 655 members 
Mstep: Class 13 contains 8442 members 
Mstep: Class 14 contains 98149 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 697 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7151 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19633 members 
Mstep: Class 23 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57767848.000000 Penalty: 74389.843750
Iteration 92Q: 24 clusters Score -5.776785e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 12187 members 
Mstep: Class 3 contains 2020 members 
Mstep: Class 4 contains 7960 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210824 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4758 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42405 members 
Mstep: Class 11 contains 20465 members 
Mstep: Class 12 contains 655 members 
Mstep: Class 13 contains 8444 members 
Mstep: Class 14 contains 98133 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 697 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7172 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19642 members 
Mstep: Class 23 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57767872.000000 Penalty: 74389.843750
Iteration 93Q: 24 clusters Score -5.776787e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 12187 members 
Mstep: Class 3 contains 2020 members 
Mstep: Class 4 contains 7963 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210792 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4753 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42427 members 
Mstep: Class 11 contains 20453 members 
Mstep: Class 12 contains 656 members 
Mstep: Class 13 contains 8442 members 
Mstep: Class 14 contains 98116 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 697 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7197 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19643 members 
Mstep: Class 23 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57767860.000000 Penalty: 74389.843750
Iteration 94Q: 24 clusters Score -5.776786e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 12186 members 
Mstep: Class 3 contains 2020 members 
Mstep: Class 4 contains 7963 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210756 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4750 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42452 members 
Mstep: Class 11 contains 20438 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8448 members 
Mstep: Class 14 contains 98103 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 697 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7223 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19641 members 
Mstep: Class 23 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57767880.000000 Penalty: 74389.843750
Iteration 95Q: 24 clusters Score -5.776788e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 12188 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 7968 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210726 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4749 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42474 members 
Mstep: Class 11 contains 20425 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8451 members 
Mstep: Class 14 contains 98084 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 697 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7245 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19642 members 
Mstep: Class 23 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57767952.000000 Penalty: 74389.843750
Iteration 96Q: 24 clusters Score -5.776795e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 12192 members 
Mstep: Class 3 contains 2018 members 
Mstep: Class 4 contains 7972 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210689 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4747 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42489 members 
Mstep: Class 11 contains 20412 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8453 members 
Mstep: Class 14 contains 98076 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 697 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7269 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19648 members 
Mstep: Class 23 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57767948.000000 Penalty: 74389.843750
Iteration 97Q: 24 clusters Score -5.776795e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 12197 members 
Mstep: Class 3 contains 2018 members 
Mstep: Class 4 contains 7981 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210650 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4747 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42500 members 
Mstep: Class 11 contains 20401 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8454 members 
Mstep: Class 14 contains 98066 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 697 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7292 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19652 members 
Mstep: Class 23 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57767912.000000 Penalty: 74389.843750
Iteration 98Q: 24 clusters Score -5.776791e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 12200 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 7986 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210625 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4747 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42508 members 
Mstep: Class 11 contains 20389 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8451 members 
Mstep: Class 14 contains 98063 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 697 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7316 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19651 members 
Mstep: Class 23 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57768108.000000 Penalty: 74389.843750
Iteration 99Q: 24 clusters Score -5.776811e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 12200 members 
Mstep: Class 3 contains 2020 members 
Mstep: Class 4 contains 7988 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210610 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4750 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42512 members 
Mstep: Class 11 contains 20376 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8452 members 
Mstep: Class 14 contains 98054 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 697 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7330 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19657 members 
Mstep: Class 23 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57771160.000000 Penalty: 74389.843750
Iteration 100F: 24 clusters Score -5.777116e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 12203 members 
Mstep: Class 3 contains 2020 members 
Mstep: Class 4 contains 7991 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210585 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4750 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42515 members 
Mstep: Class 11 contains 20368 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8455 members 
Mstep: Class 14 contains 98051 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 757 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7343 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19659 members 
Mstep: Class 23 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57773452.000000 Penalty: 74389.843750
Iteration 101Q: 24 clusters Score -5.777345e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 12208 members 
Mstep: Class 3 contains 2021 members 
Mstep: Class 4 contains 7991 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 210567 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4749 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42523 members 
Mstep: Class 11 contains 20358 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8455 members 
Mstep: Class 14 contains 98051 members 
Mstep: Class 15 contains 384 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7357 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19656 members 
Mstep: Class 23 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57773516.000000 Penalty: 74389.843750
Iteration 102Q: 24 clusters Score -5.777352e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 12209 members 
Mstep: Class 3 contains 2020 members 
Mstep: Class 4 contains 7992 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 210550 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4748 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42531 members 
Mstep: Class 11 contains 20352 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8456 members 
Mstep: Class 14 contains 98049 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 752 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7368 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19657 members 
Mstep: Class 23 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57773524.000000 Penalty: 74389.843750
Iteration 103Q: 24 clusters Score -5.777352e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 12213 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 7994 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 210531 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4748 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42534 members 
Mstep: Class 11 contains 20350 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8457 members 
Mstep: Class 14 contains 98050 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 751 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7376 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19655 members 
Mstep: Class 23 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57773492.000000 Penalty: 74389.843750
Iteration 104Q: 24 clusters Score -5.777349e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 12213 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 7994 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 210515 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4747 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42543 members 
Mstep: Class 11 contains 20349 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8457 members 
Mstep: Class 14 contains 98051 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 751 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7382 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19654 members 
Mstep: Class 23 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57773520.000000 Penalty: 74389.843750
Iteration 105Q: 24 clusters Score -5.777352e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 12212 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 7994 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 210504 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4747 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42549 members 
Mstep: Class 11 contains 20349 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8457 members 
Mstep: Class 14 contains 98049 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 751 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7388 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19654 members 
Mstep: Class 23 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57773548.000000 Penalty: 74389.843750
Iteration 106Q: 24 clusters Score -5.777355e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 12211 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 7994 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 210494 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4747 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42553 members 
Mstep: Class 11 contains 20349 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8457 members 
Mstep: Class 14 contains 98048 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 751 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7393 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19653 members 
Mstep: Class 23 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57773520.000000 Penalty: 74389.843750
Iteration 107Q: 24 clusters Score -5.777352e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 12210 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 7995 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 210481 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4747 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42561 members 
Mstep: Class 11 contains 20349 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8456 members 
Mstep: Class 14 contains 98048 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 751 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7397 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19653 members 
Mstep: Class 23 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57773508.000000 Penalty: 74389.843750
Iteration 108Q: 24 clusters Score -5.777351e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 12208 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 7996 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 210466 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4747 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42567 members 
Mstep: Class 11 contains 20349 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8457 members 
Mstep: Class 14 contains 98046 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 751 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7406 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19653 members 
Mstep: Class 23 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57773504.000000 Penalty: 74389.843750
Iteration 109Q: 24 clusters Score -5.77735e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 12208 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 7997 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 210450 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4748 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42574 members 
Mstep: Class 11 contains 20349 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8457 members 
Mstep: Class 14 contains 98045 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 751 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7414 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19653 members 
Mstep: Class 23 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57773524.000000 Penalty: 74389.843750
Iteration 110Q: 24 clusters Score -5.777352e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 12209 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 7997 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 210439 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4749 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42578 members 
Mstep: Class 11 contains 20347 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8457 members 
Mstep: Class 14 contains 98042 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 751 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7424 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19653 members 
Mstep: Class 23 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57773564.000000 Penalty: 74389.843750
Iteration 111Q: 24 clusters Score -5.777356e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 12208 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 7997 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 210431 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4749 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42585 members 
Mstep: Class 11 contains 20345 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8457 members 
Mstep: Class 14 contains 98040 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 751 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7430 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19653 members 
Mstep: Class 23 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57773580.000000 Penalty: 74389.843750
Iteration 112Q: 24 clusters Score -5.777358e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 12210 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 7997 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 210421 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4749 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42591 members 
Mstep: Class 11 contains 20345 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8457 members 
Mstep: Class 14 contains 98037 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 751 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7435 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19653 members 
Mstep: Class 23 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57773548.000000 Penalty: 74389.843750
Iteration 113Q: 24 clusters Score -5.777355e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 12212 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 7998 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 210415 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4748 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42594 members 
Mstep: Class 11 contains 20344 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8456 members 
Mstep: Class 14 contains 98034 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 751 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7440 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19653 members 
Mstep: Class 23 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57773540.000000 Penalty: 74389.843750
Iteration 114Q: 24 clusters Score -5.777354e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 12214 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 7998 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 210402 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4748 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42599 members 
Mstep: Class 11 contains 20344 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8457 members 
Mstep: Class 14 contains 98033 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 751 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7445 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19653 members 
Mstep: Class 23 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57773552.000000 Penalty: 74389.843750
Iteration 115Q: 24 clusters Score -5.777355e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 12215 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 7998 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 210391 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4748 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42599 members 
Mstep: Class 11 contains 20344 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8454 members 
Mstep: Class 14 contains 98033 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 751 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7459 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19651 members 
Mstep: Class 23 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57773480.000000 Penalty: 74389.843750
Iteration 116Q: 24 clusters Score -5.777348e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 12215 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 7999 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 210391 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4748 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42594 members 
Mstep: Class 11 contains 20343 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8450 members 
Mstep: Class 14 contains 98033 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 751 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7468 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19650 members 
Mstep: Class 23 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57773488.000000 Penalty: 74389.843750
Iteration 117Q: 24 clusters Score -5.777349e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 12215 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 7998 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 210381 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4748 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42592 members 
Mstep: Class 11 contains 20341 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8451 members 
Mstep: Class 14 contains 98032 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 751 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7479 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19650 members 
Mstep: Class 23 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57773520.000000 Penalty: 74389.843750
Iteration 118Q: 24 clusters Score -5.777352e+07 nChanged 10
Entering ConstructFrom: 
Score: -57773520.000000 Penalty: 74389.843750
Entering ConstructFrom: 
Trying to split cluster 1 (19841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Entering Unmasked Estep 
Score: -2562268.250000 Penalty: 2454.085449
	Iteration 0F: 2 clusters Score -2562268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -2548343.000000 Penalty: 4908.170898
	Iteration 0F: 3 clusters Score -2548343 nChanged 8683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -2552699.000000 Penalty: 4908.170898
	Iteration 1F: 3 clusters Score -2552699 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2553060.750000 Penalty: 4908.170898
	Iteration 2F: 3 clusters Score -2553061 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2553380.250000 Penalty: 4908.170898
	Iteration 3Q: 3 clusters Score -2553380 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -2553738.000000 Penalty: 4908.170898
	Iteration 4Q: 3 clusters Score -2553738 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2554181.500000 Penalty: 4908.170898
	Iteration 5Q: 3 clusters Score -2554182 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -2554696.500000 Penalty: 4908.170898
	Iteration 6F: 3 clusters Score -2554696 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -2555322.500000 Penalty: 4908.170898
	Iteration 7F: 3 clusters Score -2555322 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -2556152.750000 Penalty: 4908.170898
	Iteration 8F: 3 clusters Score -2556153 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -2557073.750000 Penalty: 4908.170898
	Iteration 9F: 3 clusters Score -2557074 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -2557990.000000 Penalty: 4908.170898
	Iteration 10F: 3 clusters Score -2557990 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -2558714.250000 Penalty: 4908.170898
	Iteration 11Q: 3 clusters Score -2558714 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -2559183.000000 Penalty: 4908.170898
	Iteration 12Q: 3 clusters Score -2559183 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -2559469.250000 Penalty: 4908.170898
	Iteration 13Q: 3 clusters Score -2559469 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -2559683.250000 Penalty: 4908.170898
	Iteration 14Q: 3 clusters Score -2559683 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -2559795.750000 Penalty: 4908.170898
	Iteration 15Q: 3 clusters Score -2559796 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -2559873.750000 Penalty: 4908.170898
	Iteration 16Q: 3 clusters Score -2559874 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -2559935.750000 Penalty: 4908.170898
	Iteration 17Q: 3 clusters Score -2559936 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -2559979.250000 Penalty: 4908.170898
	Iteration 18Q: 3 clusters Score -2559979 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -2560024.000000 Penalty: 4908.170898
	Iteration 19Q: 3 clusters Score -2560024 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -2560045.750000 Penalty: 4908.170898
	Iteration 20F: 3 clusters Score -2560046 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -2560079.250000 Penalty: 4908.170898
	Iteration 21Q: 3 clusters Score -2560079 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -2560115.000000 Penalty: 4908.170898
	Iteration 22Q: 3 clusters Score -2560115 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -2560141.750000 Penalty: 4908.170898
	Iteration 23Q: 3 clusters Score -2560142 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -2560159.250000 Penalty: 4908.170898
	Iteration 24Q: 3 clusters Score -2560159 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -2560180.500000 Penalty: 4908.170898
	Iteration 25Q: 3 clusters Score -2560180 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -2560201.000000 Penalty: 4908.170898
	Iteration 26Q: 3 clusters Score -2560201 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -2560209.750000 Penalty: 4908.170898
	Iteration 27Q: 3 clusters Score -2560210 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -2560217.500000 Penalty: 4908.170898
	Iteration 28Q: 3 clusters Score -2560218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -2560231.500000 Penalty: 4908.170898
	Iteration 29Q: 3 clusters Score -2560232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -2560237.000000 Penalty: 4908.170898
	Iteration 30Q: 3 clusters Score -2560237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -2560240.500000 Penalty: 4908.170898
	Iteration 31Q: 3 clusters Score -2560240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -2560245.250000 Penalty: 4908.170898
	Iteration 32Q: 3 clusters Score -2560245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -2560250.250000 Penalty: 4908.170898
	Iteration 33Q: 3 clusters Score -2560250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -2560253.250000 Penalty: 4908.170898
	Iteration 34Q: 3 clusters Score -2560253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -2560253.750000 Penalty: 4908.170898
	Iteration 35Q: 3 clusters Score -2560254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -2560259.750000 Penalty: 4908.170898
	Iteration 36Q: 3 clusters Score -2560260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -2560260.000000 Penalty: 4908.170898
	Iteration 37Q: 3 clusters Score -2560260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -2560263.000000 Penalty: 4908.170898
	Iteration 38Q: 3 clusters Score -2560263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -2560268.500000 Penalty: 4908.170898
	Iteration 39Q: 3 clusters Score -2560268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -2560270.750000 Penalty: 4908.170898
	Iteration 40F: 3 clusters Score -2560271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -2560273.250000 Penalty: 4908.170898
	Iteration 41Q: 3 clusters Score -2560273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -2560273.500000 Penalty: 4908.170898
	Iteration 42Q: 3 clusters Score -2560274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -2560279.000000 Penalty: 4908.170898
	Iteration 43Q: 3 clusters Score -2560279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -2560278.750000 Penalty: 4908.170898
	Iteration 44Q: 3 clusters Score -2560279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -2560279.500000 Penalty: 4908.170898
	Iteration 45Q: 3 clusters Score -2560280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -2560277.750000 Penalty: 4908.170898
	Iteration 46Q: 3 clusters Score -2560278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -2560277.750000 Penalty: 4908.170898
	Iteration 47F: 3 clusters Score -2560278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Entering Unmasked Estep 
Score: -1566114.125000 Penalty: 2333.784180
	Iteration 0F: 2 clusters Score -1566114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1557087.250000 Penalty: 4667.568359
	Iteration 0F: 3 clusters Score -1557087 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1559779.250000 Penalty: 4667.568359
	Iteration 1F: 3 clusters Score -1559779 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1560046.000000 Penalty: 4667.568359
	Iteration 2F: 3 clusters Score -1560046 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1560254.000000 Penalty: 4667.568359
	Iteration 3Q: 3 clusters Score -1560254 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1560442.250000 Penalty: 4667.568359
	Iteration 4Q: 3 clusters Score -1560442 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1560635.250000 Penalty: 4667.568359
	Iteration 5Q: 3 clusters Score -1560635 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1560829.125000 Penalty: 4667.568359
	Iteration 6Q: 3 clusters Score -1560829 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1561021.750000 Penalty: 4667.568359
	Iteration 7Q: 3 clusters Score -1561022 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1561257.500000 Penalty: 4667.568359
	Iteration 8Q: 3 clusters Score -1561258 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1561562.125000 Penalty: 4667.568359
	Iteration 9Q: 3 clusters Score -1561562 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1561923.250000 Penalty: 4667.568359
	Iteration 10Q: 3 clusters Score -1561923 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1562341.250000 Penalty: 4667.568359
	Iteration 11Q: 3 clusters Score -1562341 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1562771.375000 Penalty: 4667.568359
	Iteration 12Q: 3 clusters Score -1562771 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1563158.250000 Penalty: 4667.568359
	Iteration 13Q: 3 clusters Score -1563158 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1563456.375000 Penalty: 4667.568359
	Iteration 14Q: 3 clusters Score -1563456 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1563656.125000 Penalty: 4667.568359
	Iteration 15Q: 3 clusters Score -1563656 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1563783.750000 Penalty: 4667.568359
	Iteration 16Q: 3 clusters Score -1563784 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1563859.250000 Penalty: 4667.568359
	Iteration 17Q: 3 clusters Score -1563859 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1563899.875000 Penalty: 4667.568359
	Iteration 18Q: 3 clusters Score -1563900 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1563925.000000 Penalty: 4667.568359
	Iteration 19Q: 3 clusters Score -1563925 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1563945.750000 Penalty: 4667.568359
	Iteration 20F: 3 clusters Score -1563946 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1563959.375000 Penalty: 4667.568359
	Iteration 21Q: 3 clusters Score -1563959 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1563972.750000 Penalty: 4667.568359
	Iteration 22Q: 3 clusters Score -1563973 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1563991.000000 Penalty: 4667.568359
	Iteration 23Q: 3 clusters Score -1563991 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1564009.500000 Penalty: 4667.568359
	Iteration 24Q: 3 clusters Score -1564010 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1564026.500000 Penalty: 4667.568359
	Iteration 25Q: 3 clusters Score -1564026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1564038.125000 Penalty: 4667.568359
	Iteration 26Q: 3 clusters Score -1564038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1564045.750000 Penalty: 4667.568359
	Iteration 27Q: 3 clusters Score -1564046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1564050.000000 Penalty: 4667.568359
	Iteration 28Q: 3 clusters Score -1564050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1564053.875000 Penalty: 4667.568359
	Iteration 29Q: 3 clusters Score -1564054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1564056.250000 Penalty: 4667.568359
	Iteration 30Q: 3 clusters Score -1564056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1564058.875000 Penalty: 4667.568359
	Iteration 31Q: 3 clusters Score -1564059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1564063.750000 Penalty: 4667.568359
	Iteration 32Q: 3 clusters Score -1564064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1564066.625000 Penalty: 4667.568359
	Iteration 33Q: 3 clusters Score -1564067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1564067.125000 Penalty: 4667.568359
	Iteration 34Q: 3 clusters Score -1564067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1564066.875000 Penalty: 4667.568359
	Iteration 35Q: 3 clusters Score -1564067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1564071.500000 Penalty: 4667.568359
	Iteration 36Q: 3 clusters Score -1564072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1564075.000000 Penalty: 4667.568359
	Iteration 37Q: 3 clusters Score -1564075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1564081.250000 Penalty: 4667.568359
	Iteration 38Q: 3 clusters Score -1564081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1564078.125000 Penalty: 4667.568359
	Iteration 39Q: 3 clusters Score -1564078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1564080.375000 Penalty: 4667.568359
	Iteration 40F: 3 clusters Score -1564080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1564084.500000 Penalty: 4667.568359
	Iteration 41Q: 3 clusters Score -1564084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1564086.625000 Penalty: 4667.568359
	Iteration 42Q: 3 clusters Score -1564087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1564083.125000 Penalty: 4667.568359
	Iteration 43Q: 3 clusters Score -1564083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1564085.875000 Penalty: 4667.568359
	Iteration 44Q: 3 clusters Score -1564086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1564085.250000 Penalty: 4667.568359
	Iteration 45Q: 3 clusters Score -1564085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1564085.625000 Penalty: 4667.568359
	Iteration 46Q: 3 clusters Score -1564086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1564087.375000 Penalty: 4667.568359
	Iteration 47Q: 3 clusters Score -1564087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1564087.625000 Penalty: 4667.568359
	Iteration 48Q: 3 clusters Score -1564088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1564093.125000 Penalty: 4667.568359
	Iteration 49Q: 3 clusters Score -1564093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1564100.750000 Penalty: 4667.568359
	Iteration 50Q: 3 clusters Score -1564101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1564103.375000 Penalty: 4667.568359
	Iteration 51Q: 3 clusters Score -1564103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1564100.375000 Penalty: 4667.568359
	Iteration 52Q: 3 clusters Score -1564100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1564106.250000 Penalty: 4667.568359
	Iteration 53Q: 3 clusters Score -1564106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1564109.625000 Penalty: 4667.568359
	Iteration 54Q: 3 clusters Score -1564110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1564111.125000 Penalty: 4667.568359
	Iteration 55Q: 3 clusters Score -1564111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1564111.125000 Penalty: 4667.568359
	Iteration 56Q: 3 clusters Score -1564111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1564111.000000 Penalty: 4667.568359
	Iteration 57Q: 3 clusters Score -1564111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1564112.125000 Penalty: 4667.568359
	Iteration 58Q: 3 clusters Score -1564112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1564111.750000 Penalty: 4667.568359
	Iteration 59Q: 3 clusters Score -1564112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1564113.375000 Penalty: 4667.568359
	Iteration 60F: 3 clusters Score -1564113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1564117.250000 Penalty: 4667.568359
	Iteration 61Q: 3 clusters Score -1564117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1564118.250000 Penalty: 4667.568359
	Iteration 62Q: 3 clusters Score -1564118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1564122.375000 Penalty: 4667.568359
	Iteration 63Q: 3 clusters Score -1564122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1564122.500000 Penalty: 4667.568359
	Iteration 64Q: 3 clusters Score -1564122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1564124.625000 Penalty: 4667.568359
	Iteration 65Q: 3 clusters Score -1564125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1564125.125000 Penalty: 4667.568359
	Iteration 66Q: 3 clusters Score -1564125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1564127.500000 Penalty: 4667.568359
	Iteration 67Q: 3 clusters Score -1564128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1564127.500000 Penalty: 4667.568359
	Iteration 68F: 3 clusters Score -1564128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Entering Unmasked Estep 
Score: -246301.046875 Penalty: 1887.368774
	Iteration 0F: 2 clusters Score -246301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -243638.593750 Penalty: 3774.737549
	Iteration 0F: 3 clusters Score -243638.6 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -244176.593750 Penalty: 3774.737549
	Iteration 1F: 3 clusters Score -244176.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -244323.015625 Penalty: 3774.737549
	Iteration 2F: 3 clusters Score -244323 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -244402.234375 Penalty: 3774.737549
	Iteration 3Q: 3 clusters Score -244402.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -244452.328125 Penalty: 3774.737549
	Iteration 4Q: 3 clusters Score -244452.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -244483.562500 Penalty: 3774.737549
	Iteration 5Q: 3 clusters Score -244483.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -244507.859375 Penalty: 3774.737549
	Iteration 6Q: 3 clusters Score -244507.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -244529.609375 Penalty: 3774.737549
	Iteration 7Q: 3 clusters Score -244529.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -244548.437500 Penalty: 3774.737549
	Iteration 8Q: 3 clusters Score -244548.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -244561.812500 Penalty: 3774.737549
	Iteration 9Q: 3 clusters Score -244561.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -244574.093750 Penalty: 3774.737549
	Iteration 10Q: 3 clusters Score -244574.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -244583.671875 Penalty: 3774.737549
	Iteration 11Q: 3 clusters Score -244583.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -244591.812500 Penalty: 3774.737549
	Iteration 12Q: 3 clusters Score -244591.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -244603.156250 Penalty: 3774.737549
	Iteration 13Q: 3 clusters Score -244603.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -244613.265625 Penalty: 3774.737549
	Iteration 14Q: 3 clusters Score -244613.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -244622.781250 Penalty: 3774.737549
	Iteration 15Q: 3 clusters Score -244622.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -244631.171875 Penalty: 3774.737549
	Iteration 16Q: 3 clusters Score -244631.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -244639.734375 Penalty: 3774.737549
	Iteration 17Q: 3 clusters Score -244639.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -244650.421875 Penalty: 3774.737549
	Iteration 18Q: 3 clusters Score -244650.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -244657.406250 Penalty: 3774.737549
	Iteration 19Q: 3 clusters Score -244657.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -244662.656250 Penalty: 3774.737549
	Iteration 20F: 3 clusters Score -244662.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -244667.921875 Penalty: 3774.737549
	Iteration 21Q: 3 clusters Score -244667.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -244672.500000 Penalty: 3774.737549
	Iteration 22Q: 3 clusters Score -244672.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -244678.453125 Penalty: 3774.737549
	Iteration 23Q: 3 clusters Score -244678.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -244683.750000 Penalty: 3774.737549
	Iteration 24Q: 3 clusters Score -244683.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -244688.421875 Penalty: 3774.737549
	Iteration 25Q: 3 clusters Score -244688.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -244692.984375 Penalty: 3774.737549
	Iteration 26Q: 3 clusters Score -244693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -244698.437500 Penalty: 3774.737549
	Iteration 27Q: 3 clusters Score -244698.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -244700.484375 Penalty: 3774.737549
	Iteration 28Q: 3 clusters Score -244700.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -244703.828125 Penalty: 3774.737549
	Iteration 29Q: 3 clusters Score -244703.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -244707.437500 Penalty: 3774.737549
	Iteration 30Q: 3 clusters Score -244707.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -244708.140625 Penalty: 3774.737549
	Iteration 31Q: 3 clusters Score -244708.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -244708.234375 Penalty: 3774.737549
	Iteration 32Q: 3 clusters Score -244708.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -244708.843750 Penalty: 3774.737549
	Iteration 33Q: 3 clusters Score -244708.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -244708.843750 Penalty: 3774.737549
	Iteration 34F: 3 clusters Score -244708.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Entering Unmasked Estep 
Score: -1034940.375000 Penalty: 2228.793945
	Iteration 0F: 2 clusters Score -1034940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1028478.312500 Penalty: 4457.587891
	Iteration 0F: 3 clusters Score -1028478 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1030193.500000 Penalty: 4457.587891
	Iteration 1F: 3 clusters Score -1030194 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1030454.625000 Penalty: 4457.587891
	Iteration 2F: 3 clusters Score -1030455 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1030633.375000 Penalty: 4457.587891
	Iteration 3Q: 3 clusters Score -1030633 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1030757.125000 Penalty: 4457.587891
	Iteration 4Q: 3 clusters Score -1030757 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1030837.750000 Penalty: 4457.587891
	Iteration 5Q: 3 clusters Score -1030838 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1030898.312500 Penalty: 4457.587891
	Iteration 6Q: 3 clusters Score -1030898 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1030952.625000 Penalty: 4457.587891
	Iteration 7Q: 3 clusters Score -1030953 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1030996.250000 Penalty: 4457.587891
	Iteration 8Q: 3 clusters Score -1030996 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1031053.000000 Penalty: 4457.587891
	Iteration 9Q: 3 clusters Score -1031053 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1031104.312500 Penalty: 4457.587891
	Iteration 10Q: 3 clusters Score -1031104 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1031164.125000 Penalty: 4457.587891
	Iteration 11Q: 3 clusters Score -1031164 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1031241.375000 Penalty: 4457.587891
	Iteration 12Q: 3 clusters Score -1031241 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1031332.187500 Penalty: 4457.587891
	Iteration 13Q: 3 clusters Score -1031332 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1031414.000000 Penalty: 4457.587891
	Iteration 14Q: 3 clusters Score -1031414 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1031502.562500 Penalty: 4457.587891
	Iteration 15Q: 3 clusters Score -1031503 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1031613.750000 Penalty: 4457.587891
	Iteration 16Q: 3 clusters Score -1031614 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1031749.125000 Penalty: 4457.587891
	Iteration 17Q: 3 clusters Score -1031749 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1031887.687500 Penalty: 4457.587891
	Iteration 18Q: 3 clusters Score -1031888 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1032051.000000 Penalty: 4457.587891
	Iteration 19Q: 3 clusters Score -1032051 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1032206.125000 Penalty: 4457.587891
	Iteration 20F: 3 clusters Score -1032206 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1032345.187500 Penalty: 4457.587891
	Iteration 21Q: 3 clusters Score -1032345 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1032490.312500 Penalty: 4457.587891
	Iteration 22Q: 3 clusters Score -1032490 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1032609.500000 Penalty: 4457.587891
	Iteration 23Q: 3 clusters Score -1032610 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1032703.250000 Penalty: 4457.587891
	Iteration 24Q: 3 clusters Score -1032703 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1032780.312500 Penalty: 4457.587891
	Iteration 25Q: 3 clusters Score -1032780 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1032848.062500 Penalty: 4457.587891
	Iteration 26Q: 3 clusters Score -1032848 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1032888.125000 Penalty: 4457.587891
	Iteration 27Q: 3 clusters Score -1032888 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1032914.437500 Penalty: 4457.587891
	Iteration 28Q: 3 clusters Score -1032914 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1032937.750000 Penalty: 4457.587891
	Iteration 29Q: 3 clusters Score -1032938 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1032956.812500 Penalty: 4457.587891
	Iteration 30Q: 3 clusters Score -1032957 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1032965.187500 Penalty: 4457.587891
	Iteration 31Q: 3 clusters Score -1032965 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1032974.375000 Penalty: 4457.587891
	Iteration 32Q: 3 clusters Score -1032974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1032980.000000 Penalty: 4457.587891
	Iteration 33Q: 3 clusters Score -1032980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1032983.875000 Penalty: 4457.587891
	Iteration 34Q: 3 clusters Score -1032984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1032986.687500 Penalty: 4457.587891
	Iteration 35Q: 3 clusters Score -1032987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1032991.125000 Penalty: 4457.587891
	Iteration 36Q: 3 clusters Score -1032991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1032995.437500 Penalty: 4457.587891
	Iteration 37Q: 3 clusters Score -1032995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1033002.562500 Penalty: 4457.587891
	Iteration 38Q: 3 clusters Score -1033003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1033016.250000 Penalty: 4457.587891
	Iteration 39Q: 3 clusters Score -1033016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1033025.000000 Penalty: 4457.587891
	Iteration 40F: 3 clusters Score -1033025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1033032.625000 Penalty: 4457.587891
	Iteration 41Q: 3 clusters Score -1033033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1033039.937500 Penalty: 4457.587891
	Iteration 42Q: 3 clusters Score -1033040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1033045.125000 Penalty: 4457.587891
	Iteration 43Q: 3 clusters Score -1033045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1033054.437500 Penalty: 4457.587891
	Iteration 44Q: 3 clusters Score -1033054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1033064.562500 Penalty: 4457.587891
	Iteration 45Q: 3 clusters Score -1033065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1033071.937500 Penalty: 4457.587891
	Iteration 46Q: 3 clusters Score -1033072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1033076.187500 Penalty: 4457.587891
	Iteration 47Q: 3 clusters Score -1033076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1033083.125000 Penalty: 4457.587891
	Iteration 48Q: 3 clusters Score -1033083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1033084.812500 Penalty: 4457.587891
	Iteration 49Q: 3 clusters Score -1033085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1033087.750000 Penalty: 4457.587891
	Iteration 50Q: 3 clusters Score -1033088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1033088.500000 Penalty: 4457.587891
	Iteration 51Q: 3 clusters Score -1033088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1033090.437500 Penalty: 4457.587891
	Iteration 52Q: 3 clusters Score -1033090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1033091.375000 Penalty: 4457.587891
	Iteration 53Q: 3 clusters Score -1033091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1033091.375000 Penalty: 4457.587891
	Iteration 54F: 3 clusters Score -1033091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Entering Unmasked Estep 
Score: -268441.062500 Penalty: 1905.940430
	Iteration 0F: 2 clusters Score -268441.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -265670.125000 Penalty: 3811.880859
	Iteration 0F: 3 clusters Score -265670.1 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -266203.531250 Penalty: 3811.880859
	Iteration 1F: 3 clusters Score -266203.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -266376.687500 Penalty: 3811.880859
	Iteration 2F: 3 clusters Score -266376.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -266505.218750 Penalty: 3811.880859
	Iteration 3Q: 3 clusters Score -266505.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -266634.312500 Penalty: 3811.880859
	Iteration 4Q: 3 clusters Score -266634.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -266745.468750 Penalty: 3811.880859
	Iteration 5Q: 3 clusters Score -266745.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -266902.406250 Penalty: 3811.880859
	Iteration 6Q: 3 clusters Score -266902.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -267188.718750 Penalty: 3811.880859
	Iteration 7Q: 3 clusters Score -267188.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -267561.281250 Penalty: 3811.880859
	Iteration 8Q: 3 clusters Score -267561.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -267807.968750 Penalty: 3811.880859
	Iteration 9Q: 3 clusters Score -267808 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -267896.812500 Penalty: 3811.880859
	Iteration 10Q: 3 clusters Score -267896.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -267938.906250 Penalty: 3811.880859
	Iteration 11Q: 3 clusters Score -267938.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -267976.156250 Penalty: 3811.880859
	Iteration 12Q: 3 clusters Score -267976.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -267994.937500 Penalty: 3811.880859
	Iteration 13Q: 3 clusters Score -267994.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -268011.656250 Penalty: 3811.880859
	Iteration 14Q: 3 clusters Score -268011.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -268023.281250 Penalty: 3811.880859
	Iteration 15Q: 3 clusters Score -268023.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -268028.625000 Penalty: 3811.880859
	Iteration 16Q: 3 clusters Score -268028.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -268031.500000 Penalty: 3811.880859
	Iteration 17Q: 3 clusters Score -268031.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -268032.968750 Penalty: 3811.880859
	Iteration 18Q: 3 clusters Score -268033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -268035.937500 Penalty: 3811.880859
	Iteration 19Q: 3 clusters Score -268035.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -268040.281250 Penalty: 3811.880859
	Iteration 20F: 3 clusters Score -268040.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -268052.250000 Penalty: 3811.880859
	Iteration 21Q: 3 clusters Score -268052.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -268059.531250 Penalty: 3811.880859
	Iteration 22Q: 3 clusters Score -268059.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -268068.906250 Penalty: 3811.880859
	Iteration 23Q: 3 clusters Score -268068.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -268081.156250 Penalty: 3811.880859
	Iteration 24Q: 3 clusters Score -268081.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -268096.718750 Penalty: 3811.880859
	Iteration 25Q: 3 clusters Score -268096.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -268108.250000 Penalty: 3811.880859
	Iteration 26Q: 3 clusters Score -268108.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -268122.906250 Penalty: 3811.880859
	Iteration 27Q: 3 clusters Score -268122.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -268135.625000 Penalty: 3811.880859
	Iteration 28Q: 3 clusters Score -268135.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -268150.468750 Penalty: 3811.880859
	Iteration 29Q: 3 clusters Score -268150.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -268163.812500 Penalty: 3811.880859
	Iteration 30Q: 3 clusters Score -268163.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -268177.343750 Penalty: 3811.880859
	Iteration 31Q: 3 clusters Score -268177.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -268188.843750 Penalty: 3811.880859
	Iteration 32Q: 3 clusters Score -268188.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -268208.437500 Penalty: 3811.880859
	Iteration 33Q: 3 clusters Score -268208.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -268233.468750 Penalty: 3811.880859
	Iteration 34Q: 3 clusters Score -268233.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -268267.156250 Penalty: 3811.880859
	Iteration 35Q: 3 clusters Score -268267.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -268303.875000 Penalty: 3811.880859
	Iteration 36Q: 3 clusters Score -268303.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -268331.187500 Penalty: 3811.880859
	Iteration 37Q: 3 clusters Score -268331.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -268362.500000 Penalty: 3811.880859
	Iteration 38Q: 3 clusters Score -268362.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -268387.750000 Penalty: 3811.880859
	Iteration 39Q: 3 clusters Score -268387.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -268408.062500 Penalty: 3811.880859
	Iteration 40F: 3 clusters Score -268408.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -268426.687500 Penalty: 3811.880859
	Iteration 41Q: 3 clusters Score -268426.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -268441.531250 Penalty: 3811.880859
	Iteration 42Q: 3 clusters Score -268441.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -268456.000000 Penalty: 3811.880859
	Iteration 43Q: 3 clusters Score -268456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -268463.093750 Penalty: 3811.880859
	Iteration 44Q: 3 clusters Score -268463.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -268468.812500 Penalty: 3811.880859
	Iteration 45Q: 3 clusters Score -268468.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -268474.375000 Penalty: 3811.880859
	Iteration 46Q: 3 clusters Score -268474.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -268476.312500 Penalty: 3811.880859
	Iteration 47Q: 3 clusters Score -268476.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -268479.312500 Penalty: 3811.880859
	Iteration 48Q: 3 clusters Score -268479.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -268481.500000 Penalty: 3811.880859
	Iteration 49Q: 3 clusters Score -268481.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -268481.500000 Penalty: 3811.880859
	Iteration 50F: 3 clusters Score -268481.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 12215 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 7999 members 
Mstep: Class 5 contains 1641 members 
Mstep: Class 6 contains 210377 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4748 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42589 members 
Mstep: Class 11 contains 20341 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8451 members 
Mstep: Class 14 contains 98031 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 751 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7485 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19650 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 535 members 
Entering Unmasked Estep 
Score: -57772176.000000 Penalty: 77624.179688
Splitting cluster 5 changes total score from -57773520.000000 to -57772176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (210377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210377 members 
Entering Unmasked Estep 
Score: -26575320.000000 Penalty: 3039.650879
	Iteration 0F: 2 clusters Score -2.657532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105373 members 
Mstep: Class 2 contains 105004 members 
Entering Unmasked Estep 
Score: -26440720.000000 Penalty: 6079.301758
	Iteration 0F: 3 clusters Score -2.644072e+07 nChanged 101139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107816 members 
Mstep: Class 2 contains 102561 members 
Entering Unmasked Estep 
Score: -26499386.000000 Penalty: 6079.301758
	Iteration 1F: 3 clusters Score -2.649939e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109428 members 
Mstep: Class 2 contains 100949 members 
Entering Unmasked Estep 
Score: -26500438.000000 Penalty: 6079.301758
	Iteration 2Q: 3 clusters Score -2.650044e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112124 members 
Mstep: Class 2 contains 98253 members 
Entering Unmasked Estep 
Score: -26501686.000000 Penalty: 6079.301758
	Iteration 3Q: 3 clusters Score -2.650169e+07 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116306 members 
Mstep: Class 2 contains 94071 members 
Entering Unmasked Estep 
Score: -26503658.000000 Penalty: 6079.301758
	Iteration 4Q: 3 clusters Score -2.650366e+07 nChanged 8369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122673 members 
Mstep: Class 2 contains 87704 members 
Entering Unmasked Estep 
Score: -26506860.000000 Penalty: 6079.301758
	Iteration 5Q: 3 clusters Score -2.650686e+07 nChanged 10656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132041 members 
Mstep: Class 2 contains 78336 members 
Entering Unmasked Estep 
Score: -26512210.000000 Penalty: 6079.301758
	Iteration 6F: 3 clusters Score -2.651221e+07 nChanged 13586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144913 members 
Mstep: Class 2 contains 65464 members 
Entering Unmasked Estep 
Score: -26520448.000000 Penalty: 6079.301758
	Iteration 7F: 3 clusters Score -2.652045e+07 nChanged 16230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160863 members 
Mstep: Class 2 contains 49514 members 
Entering Unmasked Estep 
Score: -26532602.000000 Penalty: 6079.301758
	Iteration 8F: 3 clusters Score -2.65326e+07 nChanged 16704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177513 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -26545980.000000 Penalty: 6079.301758
	Iteration 9F: 3 clusters Score -2.654598e+07 nChanged 14439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191944 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -26558362.000000 Penalty: 6079.301758
	Iteration 10F: 3 clusters Score -2.655836e+07 nChanged 9779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201711 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -26566548.000000 Penalty: 6079.301758
	Iteration 11Q: 3 clusters Score -2.656655e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206768 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -26570370.000000 Penalty: 6079.301758
	Iteration 12Q: 3 clusters Score -2.657037e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208844 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -26571854.000000 Penalty: 6079.301758
	Iteration 13Q: 3 clusters Score -2.657185e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209516 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -26572358.000000 Penalty: 6079.301758
	Iteration 14Q: 3 clusters Score -2.657236e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209746 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -26572568.000000 Penalty: 6079.301758
	Iteration 15Q: 3 clusters Score -2.657257e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209874 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -26572684.000000 Penalty: 6079.301758
	Iteration 16Q: 3 clusters Score -2.657268e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209926 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -26572690.000000 Penalty: 6079.301758
	Iteration 17Q: 3 clusters Score -2.657269e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209948 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -26572698.000000 Penalty: 6079.301758
	Iteration 18Q: 3 clusters Score -2.65727e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209961 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -26572744.000000 Penalty: 6079.301758
	Iteration 19Q: 3 clusters Score -2.657274e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209973 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -26572760.000000 Penalty: 6079.301758
	Iteration 20F: 3 clusters Score -2.657276e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209982 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -26572746.000000 Penalty: 6079.301758
	Iteration 21Q: 3 clusters Score -2.657275e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209989 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -26572752.000000 Penalty: 6079.301758
	Iteration 22Q: 3 clusters Score -2.657275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209992 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -26572760.000000 Penalty: 6079.301758
	Iteration 23Q: 3 clusters Score -2.657276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209998 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -26572760.000000 Penalty: 6079.301758
	Iteration 24Q: 3 clusters Score -2.657276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210000 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -26572754.000000 Penalty: 6079.301758
	Iteration 25Q: 3 clusters Score -2.657275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210005 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -26572774.000000 Penalty: 6079.301758
	Iteration 26Q: 3 clusters Score -2.657277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210009 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -26572768.000000 Penalty: 6079.301758
	Iteration 27Q: 3 clusters Score -2.657277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210012 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -26572770.000000 Penalty: 6079.301758
	Iteration 28Q: 3 clusters Score -2.657277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210014 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -26572766.000000 Penalty: 6079.301758
	Iteration 29Q: 3 clusters Score -2.657277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210019 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -26572768.000000 Penalty: 6079.301758
	Iteration 30Q: 3 clusters Score -2.657277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210018 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -26572770.000000 Penalty: 6079.301758
	Iteration 31Q: 3 clusters Score -2.657277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210017 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -26572784.000000 Penalty: 6079.301758
	Iteration 32Q: 3 clusters Score -2.657278e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210016 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -26572772.000000 Penalty: 6079.301758
	Iteration 33Q: 3 clusters Score -2.657277e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210016 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -26572772.000000 Penalty: 6079.301758
	Iteration 34F: 3 clusters Score -2.657277e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Entering Unmasked Estep 
Score: -65321.929688 Penalty: 1578.458252
	Iteration 0F: 2 clusters Score -65321.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -63772.257812 Penalty: 3156.916504
	Iteration 0F: 3 clusters Score -63772.26 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -64018.472656 Penalty: 3156.916504
	Iteration 1F: 3 clusters Score -64018.47 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -64085.148438 Penalty: 3156.916504
	Iteration 2Q: 3 clusters Score -64085.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -64118.601562 Penalty: 3156.916504
	Iteration 3Q: 3 clusters Score -64118.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -64129.914062 Penalty: 3156.916504
	Iteration 4Q: 3 clusters Score -64129.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -64134.796875 Penalty: 3156.916504
	Iteration 5Q: 3 clusters Score -64134.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64141.246094 Penalty: 3156.916504
	Iteration 6Q: 3 clusters Score -64141.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64146.093750 Penalty: 3156.916504
	Iteration 7Q: 3 clusters Score -64146.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -64148.773438 Penalty: 3156.916504
	Iteration 8Q: 3 clusters Score -64148.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -64148.773438 Penalty: 3156.916504
	Iteration 9F: 3 clusters Score -64148.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Entering Unmasked Estep 
Score: -600123.875000 Penalty: 2099.438721
	Iteration 0F: 2 clusters Score -600123.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -595733.437500 Penalty: 4198.877441
	Iteration 0F: 3 clusters Score -595733.4 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -596712.187500 Penalty: 4198.877441
	Iteration 1F: 3 clusters Score -596712.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -596940.625000 Penalty: 4198.877441
	Iteration 2F: 3 clusters Score -596940.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -597082.000000 Penalty: 4198.877441
	Iteration 3F: 3 clusters Score -597082 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -597169.562500 Penalty: 4198.877441
	Iteration 4Q: 3 clusters Score -597169.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -597241.125000 Penalty: 4198.877441
	Iteration 5Q: 3 clusters Score -597241.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -597319.750000 Penalty: 4198.877441
	Iteration 6Q: 3 clusters Score -597319.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -597396.437500 Penalty: 4198.877441
	Iteration 7Q: 3 clusters Score -597396.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -597464.562500 Penalty: 4198.877441
	Iteration 8Q: 3 clusters Score -597464.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -597530.937500 Penalty: 4198.877441
	Iteration 9Q: 3 clusters Score -597530.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -597605.375000 Penalty: 4198.877441
	Iteration 10Q: 3 clusters Score -597605.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -597681.187500 Penalty: 4198.877441
	Iteration 11Q: 3 clusters Score -597681.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -597775.125000 Penalty: 4198.877441
	Iteration 12Q: 3 clusters Score -597775.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -597872.437500 Penalty: 4198.877441
	Iteration 13Q: 3 clusters Score -597872.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -597971.062500 Penalty: 4198.877441
	Iteration 14Q: 3 clusters Score -597971.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -598067.437500 Penalty: 4198.877441
	Iteration 15Q: 3 clusters Score -598067.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -598155.250000 Penalty: 4198.877441
	Iteration 16Q: 3 clusters Score -598155.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -598214.625000 Penalty: 4198.877441
	Iteration 17Q: 3 clusters Score -598214.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -598272.687500 Penalty: 4198.877441
	Iteration 18Q: 3 clusters Score -598272.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -598317.500000 Penalty: 4198.877441
	Iteration 19Q: 3 clusters Score -598317.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -598359.750000 Penalty: 4198.877441
	Iteration 20F: 3 clusters Score -598359.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -598398.187500 Penalty: 4198.877441
	Iteration 21Q: 3 clusters Score -598398.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -598426.812500 Penalty: 4198.877441
	Iteration 22Q: 3 clusters Score -598426.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -598468.875000 Penalty: 4198.877441
	Iteration 23Q: 3 clusters Score -598468.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -598509.625000 Penalty: 4198.877441
	Iteration 24Q: 3 clusters Score -598509.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -598545.500000 Penalty: 4198.877441
	Iteration 25Q: 3 clusters Score -598545.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -598579.375000 Penalty: 4198.877441
	Iteration 26Q: 3 clusters Score -598579.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -598618.250000 Penalty: 4198.877441
	Iteration 27Q: 3 clusters Score -598618.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -598657.375000 Penalty: 4198.877441
	Iteration 28Q: 3 clusters Score -598657.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -598696.250000 Penalty: 4198.877441
	Iteration 29Q: 3 clusters Score -598696.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -598734.937500 Penalty: 4198.877441
	Iteration 30Q: 3 clusters Score -598734.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -598768.437500 Penalty: 4198.877441
	Iteration 31Q: 3 clusters Score -598768.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -598795.750000 Penalty: 4198.877441
	Iteration 32Q: 3 clusters Score -598795.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -598835.312500 Penalty: 4198.877441
	Iteration 33Q: 3 clusters Score -598835.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -598873.562500 Penalty: 4198.877441
	Iteration 34Q: 3 clusters Score -598873.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -598917.625000 Penalty: 4198.877441
	Iteration 35Q: 3 clusters Score -598917.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -598955.125000 Penalty: 4198.877441
	Iteration 36Q: 3 clusters Score -598955.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -598993.937500 Penalty: 4198.877441
	Iteration 37Q: 3 clusters Score -598993.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -599022.187500 Penalty: 4198.877441
	Iteration 38Q: 3 clusters Score -599022.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -599044.500000 Penalty: 4198.877441
	Iteration 39Q: 3 clusters Score -599044.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -599052.750000 Penalty: 4198.877441
	Iteration 40F: 3 clusters Score -599052.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -599057.437500 Penalty: 4198.877441
	Iteration 41Q: 3 clusters Score -599057.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -599059.750000 Penalty: 4198.877441
	Iteration 42Q: 3 clusters Score -599059.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -599060.312500 Penalty: 4198.877441
	Iteration 43Q: 3 clusters Score -599060.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -599061.812500 Penalty: 4198.877441
	Iteration 44Q: 3 clusters Score -599061.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -599063.625000 Penalty: 4198.877441
	Iteration 45Q: 3 clusters Score -599063.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -599063.562500 Penalty: 4198.877441
	Iteration 46Q: 3 clusters Score -599063.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -599063.562500 Penalty: 4198.877441
	Iteration 47F: 3 clusters Score -599063.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -58336.835938 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -58336.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -56756.910156 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -56756.91 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -56941.648438 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -56941.65 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -57020.117188 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -57020.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -57101.730469 Penalty: 3128.816650
	Iteration 3Q: 3 clusters Score -57101.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -57199.839844 Penalty: 3128.816650
	Iteration 4Q: 3 clusters Score -57199.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -57295.984375 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -57295.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -57352.800781 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -57352.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -57403.968750 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -57403.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -57435.031250 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -57435.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -57461.261719 Penalty: 3128.816650
	Iteration 9Q: 3 clusters Score -57461.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -57494.550781 Penalty: 3128.816650
	Iteration 10Q: 3 clusters Score -57494.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -57521.570312 Penalty: 3128.816650
	Iteration 11Q: 3 clusters Score -57521.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -57569.496094 Penalty: 3128.816650
	Iteration 12Q: 3 clusters Score -57569.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -57596.023438 Penalty: 3128.816650
	Iteration 13Q: 3 clusters Score -57596.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -57614.738281 Penalty: 3128.816650
	Iteration 14Q: 3 clusters Score -57614.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -57625.832031 Penalty: 3128.816650
	Iteration 15Q: 3 clusters Score -57625.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -57633.085938 Penalty: 3128.816650
	Iteration 16Q: 3 clusters Score -57633.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -57634.152344 Penalty: 3128.816650
	Iteration 17Q: 3 clusters Score -57634.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -57634.152344 Penalty: 3128.816650
	Iteration 18F: 3 clusters Score -57634.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42589 members 
Entering Unmasked Estep 
Score: -5465855.500000 Penalty: 2643.519043
	Iteration 0F: 2 clusters Score -5465856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -5437133.000000 Penalty: 5287.038086
	Iteration 0F: 3 clusters Score -5437133 nChanged 19435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -5448131.500000 Penalty: 5287.038086
	Iteration 1F: 3 clusters Score -5448132 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -5448896.000000 Penalty: 5287.038086
	Iteration 2Q: 3 clusters Score -5448896 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -5449698.500000 Penalty: 5287.038086
	Iteration 3Q: 3 clusters Score -5449698 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -5450697.500000 Penalty: 5287.038086
	Iteration 4Q: 3 clusters Score -5450698 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -5451793.500000 Penalty: 5287.038086
	Iteration 5Q: 3 clusters Score -5451794 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -5453030.500000 Penalty: 5287.038086
	Iteration 6F: 3 clusters Score -5453030 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -5454412.500000 Penalty: 5287.038086
	Iteration 7F: 3 clusters Score -5454412 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -5455798.000000 Penalty: 5287.038086
	Iteration 8F: 3 clusters Score -5455798 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -5457068.000000 Penalty: 5287.038086
	Iteration 9F: 3 clusters Score -5457068 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -5457969.000000 Penalty: 5287.038086
	Iteration 10Q: 3 clusters Score -5457969 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -5458598.500000 Penalty: 5287.038086
	Iteration 11Q: 3 clusters Score -5458598 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -5458928.000000 Penalty: 5287.038086
	Iteration 12Q: 3 clusters Score -5458928 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -5459148.000000 Penalty: 5287.038086
	Iteration 13Q: 3 clusters Score -5459148 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -5459330.500000 Penalty: 5287.038086
	Iteration 14Q: 3 clusters Score -5459330 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -5459506.500000 Penalty: 5287.038086
	Iteration 15Q: 3 clusters Score -5459506 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -5459686.500000 Penalty: 5287.038086
	Iteration 16Q: 3 clusters Score -5459686 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -5459875.000000 Penalty: 5287.038086
	Iteration 17Q: 3 clusters Score -5459875 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -5460054.000000 Penalty: 5287.038086
	Iteration 18Q: 3 clusters Score -5460054 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -5460282.000000 Penalty: 5287.038086
	Iteration 19Q: 3 clusters Score -5460282 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
Score: -5460501.000000 Penalty: 5287.038086
	Iteration 20F: 3 clusters Score -5460501 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -5460714.000000 Penalty: 5287.038086
	Iteration 21Q: 3 clusters Score -5460714 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -5460918.500000 Penalty: 5287.038086
	Iteration 22Q: 3 clusters Score -5460918 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -5461136.000000 Penalty: 5287.038086
	Iteration 23Q: 3 clusters Score -5461136 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
Score: -5461415.000000 Penalty: 5287.038086
	Iteration 24Q: 3 clusters Score -5461415 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -5461665.500000 Penalty: 5287.038086
	Iteration 25Q: 3 clusters Score -5461666 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 38207 members 
Entering Unmasked Estep 
Score: -5461918.000000 Penalty: 5287.038086
	Iteration 26Q: 3 clusters Score -5461918 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 38722 members 
Entering Unmasked Estep 
Score: -5462195.000000 Penalty: 5287.038086
	Iteration 27Q: 3 clusters Score -5462195 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 39162 members 
Entering Unmasked Estep 
Score: -5462406.000000 Penalty: 5287.038086
	Iteration 28Q: 3 clusters Score -5462406 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
Score: -5462623.500000 Penalty: 5287.038086
	Iteration 29Q: 3 clusters Score -5462624 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 39904 members 
Entering Unmasked Estep 
Score: -5462774.500000 Penalty: 5287.038086
	Iteration 30Q: 3 clusters Score -5462774 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -5462911.500000 Penalty: 5287.038086
	Iteration 31Q: 3 clusters Score -5462912 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -5463019.500000 Penalty: 5287.038086
	Iteration 32Q: 3 clusters Score -5463020 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 40637 members 
Entering Unmasked Estep 
Score: -5463116.000000 Penalty: 5287.038086
	Iteration 33Q: 3 clusters Score -5463116 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -5463204.500000 Penalty: 5287.038086
	Iteration 34Q: 3 clusters Score -5463204 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -5463278.000000 Penalty: 5287.038086
	Iteration 35Q: 3 clusters Score -5463278 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
Score: -5463327.000000 Penalty: 5287.038086
	Iteration 36Q: 3 clusters Score -5463327 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -5463388.500000 Penalty: 5287.038086
	Iteration 37Q: 3 clusters Score -5463388 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -5463441.000000 Penalty: 5287.038086
	Iteration 38Q: 3 clusters Score -5463441 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 41360 members 
Entering Unmasked Estep 
Score: -5463479.500000 Penalty: 5287.038086
	Iteration 39Q: 3 clusters Score -5463480 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -5463521.000000 Penalty: 5287.038086
	Iteration 40F: 3 clusters Score -5463521 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -5463564.000000 Penalty: 5287.038086
	Iteration 41Q: 3 clusters Score -5463564 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -5463593.500000 Penalty: 5287.038086
	Iteration 42Q: 3 clusters Score -5463594 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
Score: -5463619.000000 Penalty: 5287.038086
	Iteration 43Q: 3 clusters Score -5463619 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -5463631.000000 Penalty: 5287.038086
	Iteration 44Q: 3 clusters Score -5463631 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 41641 members 
Entering Unmasked Estep 
Score: -5463649.000000 Penalty: 5287.038086
	Iteration 45Q: 3 clusters Score -5463649 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -5463654.000000 Penalty: 5287.038086
	Iteration 46Q: 3 clusters Score -5463654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -5463660.000000 Penalty: 5287.038086
	Iteration 47Q: 3 clusters Score -5463660 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 41695 members 
Entering Unmasked Estep 
Score: -5463684.500000 Penalty: 5287.038086
	Iteration 48Q: 3 clusters Score -5463684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -5463691.000000 Penalty: 5287.038086
	Iteration 49Q: 3 clusters Score -5463691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 41730 members 
Entering Unmasked Estep 
Score: -5463692.000000 Penalty: 5287.038086
	Iteration 50Q: 3 clusters Score -5463692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 41741 members 
Entering Unmasked Estep 
Score: -5463694.500000 Penalty: 5287.038086
	Iteration 51Q: 3 clusters Score -5463694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 41747 members 
Entering Unmasked Estep 
Score: -5463700.500000 Penalty: 5287.038086
	Iteration 52Q: 3 clusters Score -5463700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -5463702.500000 Penalty: 5287.038086
	Iteration 53Q: 3 clusters Score -5463702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 41757 members 
Entering Unmasked Estep 
Score: -5463702.500000 Penalty: 5287.038086
	Iteration 54Q: 3 clusters Score -5463702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -5463706.500000 Penalty: 5287.038086
	Iteration 55Q: 3 clusters Score -5463706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -5463712.500000 Penalty: 5287.038086
	Iteration 56Q: 3 clusters Score -5463712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -5463712.500000 Penalty: 5287.038086
	Iteration 57Q: 3 clusters Score -5463712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 41773 members 
Entering Unmasked Estep 
Score: -5463711.000000 Penalty: 5287.038086
	Iteration 58Q: 3 clusters Score -5463711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 41777 members 
Entering Unmasked Estep 
Score: -5463706.000000 Penalty: 5287.038086
	Iteration 59Q: 3 clusters Score -5463706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 41781 members 
Entering Unmasked Estep 
Score: -5463712.000000 Penalty: 5287.038086
	Iteration 60F: 3 clusters Score -5463712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 41782 members 
Entering Unmasked Estep 
Score: -5463711.500000 Penalty: 5287.038086
	Iteration 61Q: 3 clusters Score -5463712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
Score: -5463717.500000 Penalty: 5287.038086
	Iteration 62Q: 3 clusters Score -5463718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
Score: -5463719.500000 Penalty: 5287.038086
	Iteration 63Q: 3 clusters Score -5463720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -5463722.000000 Penalty: 5287.038086
	Iteration 64Q: 3 clusters Score -5463722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -5463720.500000 Penalty: 5287.038086
	Iteration 65Q: 3 clusters Score -5463720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -5463720.500000 Penalty: 5287.038086
	Iteration 66F: 3 clusters Score -5463720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Entering Unmasked Estep 
Score: -2538438.000000 Penalty: 2460.257812
	Iteration 0F: 2 clusters Score -2538438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -2524094.000000 Penalty: 4920.515625
	Iteration 0F: 3 clusters Score -2524094 nChanged 8946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2528834.500000 Penalty: 4920.515625
	Iteration 1F: 3 clusters Score -2528834 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -2529144.250000 Penalty: 4920.515625
	Iteration 2Q: 3 clusters Score -2529144 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -2529398.250000 Penalty: 4920.515625
	Iteration 3Q: 3 clusters Score -2529398 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -2529594.500000 Penalty: 4920.515625
	Iteration 4Q: 3 clusters Score -2529594 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2529754.750000 Penalty: 4920.515625
	Iteration 5Q: 3 clusters Score -2529755 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -2529894.500000 Penalty: 4920.515625
	Iteration 6Q: 3 clusters Score -2529894 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -2529994.250000 Penalty: 4920.515625
	Iteration 7Q: 3 clusters Score -2529994 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -2530081.000000 Penalty: 4920.515625
	Iteration 8Q: 3 clusters Score -2530081 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -2530151.500000 Penalty: 4920.515625
	Iteration 9Q: 3 clusters Score -2530152 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2530214.500000 Penalty: 4920.515625
	Iteration 10Q: 3 clusters Score -2530214 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2530260.250000 Penalty: 4920.515625
	Iteration 11Q: 3 clusters Score -2530260 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -2530316.500000 Penalty: 4920.515625
	Iteration 12Q: 3 clusters Score -2530316 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -2530367.250000 Penalty: 4920.515625
	Iteration 13Q: 3 clusters Score -2530367 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2530423.000000 Penalty: 4920.515625
	Iteration 14Q: 3 clusters Score -2530423 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -2530467.000000 Penalty: 4920.515625
	Iteration 15Q: 3 clusters Score -2530467 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -2530523.000000 Penalty: 4920.515625
	Iteration 16Q: 3 clusters Score -2530523 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -2530568.000000 Penalty: 4920.515625
	Iteration 17Q: 3 clusters Score -2530568 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -2530602.000000 Penalty: 4920.515625
	Iteration 18Q: 3 clusters Score -2530602 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -2530644.250000 Penalty: 4920.515625
	Iteration 19Q: 3 clusters Score -2530644 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -2530709.250000 Penalty: 4920.515625
	Iteration 20F: 3 clusters Score -2530709 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -2530771.750000 Penalty: 4920.515625
	Iteration 21Q: 3 clusters Score -2530772 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -2530864.750000 Penalty: 4920.515625
	Iteration 22Q: 3 clusters Score -2530865 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -2530970.500000 Penalty: 4920.515625
	Iteration 23Q: 3 clusters Score -2530970 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -2531094.500000 Penalty: 4920.515625
	Iteration 24Q: 3 clusters Score -2531094 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -2531282.250000 Penalty: 4920.515625
	Iteration 25Q: 3 clusters Score -2531282 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2531538.000000 Penalty: 4920.515625
	Iteration 26Q: 3 clusters Score -2531538 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -2531863.250000 Penalty: 4920.515625
	Iteration 27Q: 3 clusters Score -2531863 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -2532321.500000 Penalty: 4920.515625
	Iteration 28Q: 3 clusters Score -2532322 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -2532849.250000 Penalty: 4920.515625
	Iteration 29Q: 3 clusters Score -2532849 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -2533462.000000 Penalty: 4920.515625
	Iteration 30Q: 3 clusters Score -2533462 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -2534074.500000 Penalty: 4920.515625
	Iteration 31Q: 3 clusters Score -2534074 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2534613.500000 Penalty: 4920.515625
	Iteration 32Q: 3 clusters Score -2534614 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2535042.750000 Penalty: 4920.515625
	Iteration 33Q: 3 clusters Score -2535043 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2535350.500000 Penalty: 4920.515625
	Iteration 34Q: 3 clusters Score -2535350 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2535592.000000 Penalty: 4920.515625
	Iteration 35Q: 3 clusters Score -2535592 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2535760.750000 Penalty: 4920.515625
	Iteration 36Q: 3 clusters Score -2535761 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2535898.500000 Penalty: 4920.515625
	Iteration 37Q: 3 clusters Score -2535898 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2536028.250000 Penalty: 4920.515625
	Iteration 38Q: 3 clusters Score -2536028 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2536119.500000 Penalty: 4920.515625
	Iteration 39Q: 3 clusters Score -2536120 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2536188.000000 Penalty: 4920.515625
	Iteration 40F: 3 clusters Score -2536188 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2536230.000000 Penalty: 4920.515625
	Iteration 41Q: 3 clusters Score -2536230 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2536258.250000 Penalty: 4920.515625
	Iteration 42Q: 3 clusters Score -2536258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2536268.000000 Penalty: 4920.515625
	Iteration 43Q: 3 clusters Score -2536268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2536280.000000 Penalty: 4920.515625
	Iteration 44Q: 3 clusters Score -2536280 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2536294.750000 Penalty: 4920.515625
	Iteration 45Q: 3 clusters Score -2536295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2536303.500000 Penalty: 4920.515625
	Iteration 46Q: 3 clusters Score -2536304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2536316.500000 Penalty: 4920.515625
	Iteration 47Q: 3 clusters Score -2536316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2536317.750000 Penalty: 4920.515625
	Iteration 48Q: 3 clusters Score -2536318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2536329.750000 Penalty: 4920.515625
	Iteration 49Q: 3 clusters Score -2536330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2536341.000000 Penalty: 4920.515625
	Iteration 50Q: 3 clusters Score -2536341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2536342.500000 Penalty: 4920.515625
	Iteration 51Q: 3 clusters Score -2536342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2536342.750000 Penalty: 4920.515625
	Iteration 52Q: 3 clusters Score -2536343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2536350.750000 Penalty: 4920.515625
	Iteration 53Q: 3 clusters Score -2536351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2536353.250000 Penalty: 4920.515625
	Iteration 54Q: 3 clusters Score -2536353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2536356.500000 Penalty: 4920.515625
	Iteration 55Q: 3 clusters Score -2536356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2536360.000000 Penalty: 4920.515625
	Iteration 56Q: 3 clusters Score -2536360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2536366.250000 Penalty: 4920.515625
	Iteration 57Q: 3 clusters Score -2536366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2536380.250000 Penalty: 4920.515625
	Iteration 58Q: 3 clusters Score -2536380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2536392.000000 Penalty: 4920.515625
	Iteration 59Q: 3 clusters Score -2536392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2536400.000000 Penalty: 4920.515625
	Iteration 60F: 3 clusters Score -2536400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2536405.750000 Penalty: 4920.515625
	Iteration 61Q: 3 clusters Score -2536406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2536410.250000 Penalty: 4920.515625
	Iteration 62Q: 3 clusters Score -2536410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2536417.000000 Penalty: 4920.515625
	Iteration 63Q: 3 clusters Score -2536417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2536418.500000 Penalty: 4920.515625
	Iteration 64Q: 3 clusters Score -2536418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2536422.750000 Penalty: 4920.515625
	Iteration 65Q: 3 clusters Score -2536423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2536428.750000 Penalty: 4920.515625
	Iteration 66Q: 3 clusters Score -2536429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2536429.500000 Penalty: 4920.515625
	Iteration 67Q: 3 clusters Score -2536430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2536428.500000 Penalty: 4920.515625
	Iteration 68Q: 3 clusters Score -2536428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2536431.500000 Penalty: 4920.515625
	Iteration 69Q: 3 clusters Score -2536432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2536436.000000 Penalty: 4920.515625
	Iteration 70Q: 3 clusters Score -2536436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2536436.000000 Penalty: 4920.515625
	Iteration 71F: 3 clusters Score -2536436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -81366.664062 Penalty: 1608.945679
	Iteration 0F: 2 clusters Score -81366.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -79697.562500 Penalty: 3217.891357
	Iteration 0F: 3 clusters Score -79697.56 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -79900.187500 Penalty: 3217.891357
	Iteration 1F: 3 clusters Score -79900.19 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -79948.085938 Penalty: 3217.891357
	Iteration 2Q: 3 clusters Score -79948.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -79964.609375 Penalty: 3217.891357
	Iteration 3Q: 3 clusters Score -79964.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -79967.156250 Penalty: 3217.891357
	Iteration 4Q: 3 clusters Score -79967.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -79980.343750 Penalty: 3217.891357
	Iteration 5Q: 3 clusters Score -79980.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -79983.414062 Penalty: 3217.891357
	Iteration 6Q: 3 clusters Score -79983.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -79987.445312 Penalty: 3217.891357
	Iteration 7Q: 3 clusters Score -79987.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -79987.953125 Penalty: 3217.891357
	Iteration 8Q: 3 clusters Score -79987.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -79989.257812 Penalty: 3217.891357
	Iteration 9Q: 3 clusters Score -79989.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -79990.539062 Penalty: 3217.891357
	Iteration 10Q: 3 clusters Score -79990.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -79991.046875 Penalty: 3217.891357
	Iteration 11Q: 3 clusters Score -79991.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -79992.062500 Penalty: 3217.891357
	Iteration 12Q: 3 clusters Score -79992.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -79992.062500 Penalty: 3217.891357
	Iteration 13F: 3 clusters Score -79992.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Entering Unmasked Estep 
Score: -1093240.250000 Penalty: 2242.425781
	Iteration 0F: 2 clusters Score -1093240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1086545.500000 Penalty: 4484.851562
	Iteration 0F: 3 clusters Score -1086546 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1088323.125000 Penalty: 4484.851562
	Iteration 1F: 3 clusters Score -1088323 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1088562.125000 Penalty: 4484.851562
	Iteration 2F: 3 clusters Score -1088562 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1088718.375000 Penalty: 4484.851562
	Iteration 3Q: 3 clusters Score -1088718 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1088831.875000 Penalty: 4484.851562
	Iteration 4Q: 3 clusters Score -1088832 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1088917.625000 Penalty: 4484.851562
	Iteration 5Q: 3 clusters Score -1088918 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1088968.625000 Penalty: 4484.851562
	Iteration 6Q: 3 clusters Score -1088969 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1089010.000000 Penalty: 4484.851562
	Iteration 7Q: 3 clusters Score -1089010 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1089041.375000 Penalty: 4484.851562
	Iteration 8Q: 3 clusters Score -1089041 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1089063.125000 Penalty: 4484.851562
	Iteration 9Q: 3 clusters Score -1089063 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1089083.375000 Penalty: 4484.851562
	Iteration 10Q: 3 clusters Score -1089083 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1089105.500000 Penalty: 4484.851562
	Iteration 11Q: 3 clusters Score -1089106 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1089130.625000 Penalty: 4484.851562
	Iteration 12Q: 3 clusters Score -1089131 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1089148.000000 Penalty: 4484.851562
	Iteration 13Q: 3 clusters Score -1089148 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1089179.750000 Penalty: 4484.851562
	Iteration 14Q: 3 clusters Score -1089180 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1089201.000000 Penalty: 4484.851562
	Iteration 15Q: 3 clusters Score -1089201 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1089220.500000 Penalty: 4484.851562
	Iteration 16Q: 3 clusters Score -1089220 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1089246.750000 Penalty: 4484.851562
	Iteration 17Q: 3 clusters Score -1089247 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1089281.750000 Penalty: 4484.851562
	Iteration 18Q: 3 clusters Score -1089282 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1089321.000000 Penalty: 4484.851562
	Iteration 19Q: 3 clusters Score -1089321 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1089373.000000 Penalty: 4484.851562
	Iteration 20F: 3 clusters Score -1089373 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1089437.875000 Penalty: 4484.851562
	Iteration 21Q: 3 clusters Score -1089438 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1089519.625000 Penalty: 4484.851562
	Iteration 22Q: 3 clusters Score -1089520 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1089626.125000 Penalty: 4484.851562
	Iteration 23Q: 3 clusters Score -1089626 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1089780.875000 Penalty: 4484.851562
	Iteration 24Q: 3 clusters Score -1089781 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1089972.375000 Penalty: 4484.851562
	Iteration 25Q: 3 clusters Score -1089972 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1090189.375000 Penalty: 4484.851562
	Iteration 26Q: 3 clusters Score -1090189 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1090423.000000 Penalty: 4484.851562
	Iteration 27Q: 3 clusters Score -1090423 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1090618.125000 Penalty: 4484.851562
	Iteration 28Q: 3 clusters Score -1090618 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1090787.000000 Penalty: 4484.851562
	Iteration 29Q: 3 clusters Score -1090787 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1090921.000000 Penalty: 4484.851562
	Iteration 30Q: 3 clusters Score -1090921 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1091027.375000 Penalty: 4484.851562
	Iteration 31Q: 3 clusters Score -1091027 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1091108.125000 Penalty: 4484.851562
	Iteration 32Q: 3 clusters Score -1091108 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1091163.875000 Penalty: 4484.851562
	Iteration 33Q: 3 clusters Score -1091164 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1091202.000000 Penalty: 4484.851562
	Iteration 34Q: 3 clusters Score -1091202 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1091242.875000 Penalty: 4484.851562
	Iteration 35Q: 3 clusters Score -1091243 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1091269.750000 Penalty: 4484.851562
	Iteration 36Q: 3 clusters Score -1091270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1091288.750000 Penalty: 4484.851562
	Iteration 37Q: 3 clusters Score -1091289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1091306.125000 Penalty: 4484.851562
	Iteration 38Q: 3 clusters Score -1091306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1091322.875000 Penalty: 4484.851562
	Iteration 39Q: 3 clusters Score -1091323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1091336.000000 Penalty: 4484.851562
	Iteration 40F: 3 clusters Score -1091336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1091344.375000 Penalty: 4484.851562
	Iteration 41Q: 3 clusters Score -1091344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1091345.750000 Penalty: 4484.851562
	Iteration 42Q: 3 clusters Score -1091346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1091345.750000 Penalty: 4484.851562
	Iteration 43F: 3 clusters Score -1091346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (98031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98031 members 
Entering Unmasked Estep 
Score: -12589082.000000 Penalty: 2850.273682
	Iteration 0F: 2 clusters Score -1.258908e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48926 members 
Mstep: Class 2 contains 49105 members 
Entering Unmasked Estep 
Score: -12523502.000000 Penalty: 5700.547363
	Iteration 0F: 3 clusters Score -1.25235e+07 nChanged 46409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48909 members 
Mstep: Class 2 contains 49122 members 
Entering Unmasked Estep 
Score: -12550237.000000 Penalty: 5700.547363
	Iteration 1F: 3 clusters Score -1.255024e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48887 members 
Mstep: Class 2 contains 49144 members 
Entering Unmasked Estep 
Score: -12551332.000000 Penalty: 5700.547363
	Iteration 2Q: 3 clusters Score -1.255133e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48941 members 
Mstep: Class 2 contains 49090 members 
Entering Unmasked Estep 
Score: -12552638.000000 Penalty: 5700.547363
	Iteration 3Q: 3 clusters Score -1.255264e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49121 members 
Mstep: Class 2 contains 48910 members 
Entering Unmasked Estep 
Score: -12554051.000000 Penalty: 5700.547363
	Iteration 4Q: 3 clusters Score -1.255405e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49468 members 
Mstep: Class 2 contains 48563 members 
Entering Unmasked Estep 
Score: -12555443.000000 Penalty: 5700.547363
	Iteration 5Q: 3 clusters Score -1.255544e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49961 members 
Mstep: Class 2 contains 48070 members 
Entering Unmasked Estep 
Score: -12556960.000000 Penalty: 5700.547363
	Iteration 6Q: 3 clusters Score -1.255696e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50583 members 
Mstep: Class 2 contains 47448 members 
Entering Unmasked Estep 
Score: -12558877.000000 Penalty: 5700.547363
	Iteration 7Q: 3 clusters Score -1.255888e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51468 members 
Mstep: Class 2 contains 46563 members 
Entering Unmasked Estep 
Score: -12561572.000000 Penalty: 5700.547363
	Iteration 8Q: 3 clusters Score -1.256157e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52468 members 
Mstep: Class 2 contains 45563 members 
Entering Unmasked Estep 
Score: -12565302.000000 Penalty: 5700.547363
	Iteration 9F: 3 clusters Score -1.25653e+07 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53487 members 
Mstep: Class 2 contains 44544 members 
Entering Unmasked Estep 
Score: -12569215.000000 Penalty: 5700.547363
	Iteration 10F: 3 clusters Score -1.256922e+07 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54428 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -12572353.000000 Penalty: 5700.547363
	Iteration 11F: 3 clusters Score -1.257235e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55346 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -12573990.000000 Penalty: 5700.547363
	Iteration 12Q: 3 clusters Score -1.257399e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56367 members 
Mstep: Class 2 contains 41664 members 
Entering Unmasked Estep 
Score: -12574862.000000 Penalty: 5700.547363
	Iteration 13Q: 3 clusters Score -1.257486e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57504 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -12575493.000000 Penalty: 5700.547363
	Iteration 14Q: 3 clusters Score -1.257549e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58719 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -12576069.000000 Penalty: 5700.547363
	Iteration 15Q: 3 clusters Score -1.257607e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60110 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -12576664.000000 Penalty: 5700.547363
	Iteration 16Q: 3 clusters Score -1.257666e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61697 members 
Mstep: Class 2 contains 36334 members 
Entering Unmasked Estep 
Score: -12577496.000000 Penalty: 5700.547363
	Iteration 17Q: 3 clusters Score -1.25775e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63394 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -12578342.000000 Penalty: 5700.547363
	Iteration 18Q: 3 clusters Score -1.257834e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65275 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -12579324.000000 Penalty: 5700.547363
	Iteration 19Q: 3 clusters Score -1.257932e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67320 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -12580482.000000 Penalty: 5700.547363
	Iteration 20F: 3 clusters Score -1.258048e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69371 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -12581596.000000 Penalty: 5700.547363
	Iteration 21Q: 3 clusters Score -1.25816e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71365 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -12582881.000000 Penalty: 5700.547363
	Iteration 22Q: 3 clusters Score -1.258288e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73224 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -12583948.000000 Penalty: 5700.547363
	Iteration 23Q: 3 clusters Score -1.258395e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74956 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -12584899.000000 Penalty: 5700.547363
	Iteration 24Q: 3 clusters Score -1.25849e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76476 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -12585520.000000 Penalty: 5700.547363
	Iteration 25Q: 3 clusters Score -1.258552e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77764 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -12586133.000000 Penalty: 5700.547363
	Iteration 26Q: 3 clusters Score -1.258613e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78887 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -12586486.000000 Penalty: 5700.547363
	Iteration 27Q: 3 clusters Score -1.258649e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79845 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -12586750.000000 Penalty: 5700.547363
	Iteration 28Q: 3 clusters Score -1.258675e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80669 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -12586977.000000 Penalty: 5700.547363
	Iteration 29Q: 3 clusters Score -1.258698e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81371 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -12587161.000000 Penalty: 5700.547363
	Iteration 30Q: 3 clusters Score -1.258716e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81978 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -12587283.000000 Penalty: 5700.547363
	Iteration 31Q: 3 clusters Score -1.258728e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82504 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -12587409.000000 Penalty: 5700.547363
	Iteration 32Q: 3 clusters Score -1.258741e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82935 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -12587494.000000 Penalty: 5700.547363
	Iteration 33Q: 3 clusters Score -1.258749e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83346 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -12587553.000000 Penalty: 5700.547363
	Iteration 34Q: 3 clusters Score -1.258755e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83725 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -12587577.000000 Penalty: 5700.547363
	Iteration 35Q: 3 clusters Score -1.258758e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84049 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -12587619.000000 Penalty: 5700.547363
	Iteration 36Q: 3 clusters Score -1.258762e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84367 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -12587696.000000 Penalty: 5700.547363
	Iteration 37Q: 3 clusters Score -1.25877e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84675 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -12587736.000000 Penalty: 5700.547363
	Iteration 38Q: 3 clusters Score -1.258774e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84950 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -12587756.000000 Penalty: 5700.547363
	Iteration 39Q: 3 clusters Score -1.258776e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85188 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -12587796.000000 Penalty: 5700.547363
	Iteration 40F: 3 clusters Score -1.25878e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85439 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -12587841.000000 Penalty: 5700.547363
	Iteration 41Q: 3 clusters Score -1.258784e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85662 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -12587875.000000 Penalty: 5700.547363
	Iteration 42Q: 3 clusters Score -1.258788e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85861 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -12587892.000000 Penalty: 5700.547363
	Iteration 43Q: 3 clusters Score -1.258789e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86028 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -12587913.000000 Penalty: 5700.547363
	Iteration 44Q: 3 clusters Score -1.258791e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86178 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -12587908.000000 Penalty: 5700.547363
	Iteration 45Q: 3 clusters Score -1.258791e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86301 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -12587927.000000 Penalty: 5700.547363
	Iteration 46Q: 3 clusters Score -1.258793e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86405 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -12587933.000000 Penalty: 5700.547363
	Iteration 47Q: 3 clusters Score -1.258793e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86493 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -12587958.000000 Penalty: 5700.547363
	Iteration 48Q: 3 clusters Score -1.258796e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86576 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -12587964.000000 Penalty: 5700.547363
	Iteration 49Q: 3 clusters Score -1.258796e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86644 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -12587958.000000 Penalty: 5700.547363
	Iteration 50Q: 3 clusters Score -1.258796e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86697 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -12587966.000000 Penalty: 5700.547363
	Iteration 51Q: 3 clusters Score -1.258797e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86741 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -12587996.000000 Penalty: 5700.547363
	Iteration 52Q: 3 clusters Score -1.2588e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86778 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -12587986.000000 Penalty: 5700.547363
	Iteration 53Q: 3 clusters Score -1.258799e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86810 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -12587995.000000 Penalty: 5700.547363
	Iteration 54Q: 3 clusters Score -1.2588e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86827 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -12587997.000000 Penalty: 5700.547363
	Iteration 55Q: 3 clusters Score -1.2588e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86845 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -12587992.000000 Penalty: 5700.547363
	Iteration 56Q: 3 clusters Score -1.258799e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86864 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -12587995.000000 Penalty: 5700.547363
	Iteration 57Q: 3 clusters Score -1.2588e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86884 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -12587989.000000 Penalty: 5700.547363
	Iteration 58Q: 3 clusters Score -1.258799e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86902 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -12587988.000000 Penalty: 5700.547363
	Iteration 59Q: 3 clusters Score -1.258799e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86929 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -12588014.000000 Penalty: 5700.547363
	Iteration 60F: 3 clusters Score -1.258801e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86951 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -12588037.000000 Penalty: 5700.547363
	Iteration 61Q: 3 clusters Score -1.258804e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86979 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -12588039.000000 Penalty: 5700.547363
	Iteration 62Q: 3 clusters Score -1.258804e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87005 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -12588035.000000 Penalty: 5700.547363
	Iteration 63Q: 3 clusters Score -1.258804e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87037 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -12588033.000000 Penalty: 5700.547363
	Iteration 64Q: 3 clusters Score -1.258803e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87072 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -12588038.000000 Penalty: 5700.547363
	Iteration 65Q: 3 clusters Score -1.258804e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87106 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -12588022.000000 Penalty: 5700.547363
	Iteration 66Q: 3 clusters Score -1.258802e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87136 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -12588026.000000 Penalty: 5700.547363
	Iteration 67Q: 3 clusters Score -1.258803e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87166 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -12588031.000000 Penalty: 5700.547363
	Iteration 68Q: 3 clusters Score -1.258803e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87197 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -12588031.000000 Penalty: 5700.547363
	Iteration 69Q: 3 clusters Score -1.258803e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87223 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -12588029.000000 Penalty: 5700.547363
	Iteration 70Q: 3 clusters Score -1.258803e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87240 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -12588024.000000 Penalty: 5700.547363
	Iteration 71Q: 3 clusters Score -1.258802e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87256 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -12588023.000000 Penalty: 5700.547363
	Iteration 72Q: 3 clusters Score -1.258802e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87272 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -12588027.000000 Penalty: 5700.547363
	Iteration 73Q: 3 clusters Score -1.258803e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87291 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -12588033.000000 Penalty: 5700.547363
	Iteration 74Q: 3 clusters Score -1.258803e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87303 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -12588022.000000 Penalty: 5700.547363
	Iteration 75Q: 3 clusters Score -1.258802e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87318 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -12588033.000000 Penalty: 5700.547363
	Iteration 76Q: 3 clusters Score -1.258803e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87329 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -12588042.000000 Penalty: 5700.547363
	Iteration 77Q: 3 clusters Score -1.258804e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87340 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -12588042.000000 Penalty: 5700.547363
	Iteration 78Q: 3 clusters Score -1.258804e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87352 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -12588044.000000 Penalty: 5700.547363
	Iteration 79Q: 3 clusters Score -1.258804e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87363 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -12588037.000000 Penalty: 5700.547363
	Iteration 80F: 3 clusters Score -1.258804e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87379 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -12588038.000000 Penalty: 5700.547363
	Iteration 81Q: 3 clusters Score -1.258804e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87391 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -12588041.000000 Penalty: 5700.547363
	Iteration 82Q: 3 clusters Score -1.258804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87398 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -12588041.000000 Penalty: 5700.547363
	Iteration 83Q: 3 clusters Score -1.258804e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87408 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -12588054.000000 Penalty: 5700.547363
	Iteration 84Q: 3 clusters Score -1.258805e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87419 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -12588058.000000 Penalty: 5700.547363
	Iteration 85Q: 3 clusters Score -1.258806e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87425 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -12588043.000000 Penalty: 5700.547363
	Iteration 86Q: 3 clusters Score -1.258804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87430 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -12588050.000000 Penalty: 5700.547363
	Iteration 87Q: 3 clusters Score -1.258805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87432 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -12588054.000000 Penalty: 5700.547363
	Iteration 88Q: 3 clusters Score -1.258805e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87436 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -12588051.000000 Penalty: 5700.547363
	Iteration 89Q: 3 clusters Score -1.258805e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87442 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -12588051.000000 Penalty: 5700.547363
	Iteration 90Q: 3 clusters Score -1.258805e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87450 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -12588039.000000 Penalty: 5700.547363
	Iteration 91Q: 3 clusters Score -1.258804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87457 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -12588048.000000 Penalty: 5700.547363
	Iteration 92Q: 3 clusters Score -1.258805e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87465 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -12588059.000000 Penalty: 5700.547363
	Iteration 93Q: 3 clusters Score -1.258806e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87475 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -12588073.000000 Penalty: 5700.547363
	Iteration 94Q: 3 clusters Score -1.258807e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87483 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -12588064.000000 Penalty: 5700.547363
	Iteration 95Q: 3 clusters Score -1.258806e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87491 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -12588062.000000 Penalty: 5700.547363
	Iteration 96Q: 3 clusters Score -1.258806e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87498 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -12588066.000000 Penalty: 5700.547363
	Iteration 97Q: 3 clusters Score -1.258807e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87505 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -12588061.000000 Penalty: 5700.547363
	Iteration 98Q: 3 clusters Score -1.258806e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87511 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -12588060.000000 Penalty: 5700.547363
	Iteration 99Q: 3 clusters Score -1.258806e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87516 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -12588051.000000 Penalty: 5700.547363
	Iteration 100F: 3 clusters Score -1.258805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87520 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -12588051.000000 Penalty: 5700.547363
	Iteration 101Q: 3 clusters Score -1.258805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87523 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -12588055.000000 Penalty: 5700.547363
	Iteration 102Q: 3 clusters Score -1.258806e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87524 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -12588056.000000 Penalty: 5700.547363
	Iteration 103Q: 3 clusters Score -1.258806e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87525 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -12588046.000000 Penalty: 5700.547363
	Iteration 104Q: 3 clusters Score -1.258805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87526 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -12588052.000000 Penalty: 5700.547363
	Iteration 105Q: 3 clusters Score -1.258805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87527 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -12588054.000000 Penalty: 5700.547363
	Iteration 106Q: 3 clusters Score -1.258805e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87527 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -12588054.000000 Penalty: 5700.547363
	Iteration 107F: 3 clusters Score -1.258805e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Entering Unmasked Estep 
Score: -43312.699219 Penalty: 1477.047607
	Iteration 0F: 2 clusters Score -43312.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41966.503906 Penalty: 2954.095215
	Iteration 0F: 3 clusters Score -41966.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -42074.851562 Penalty: 2954.095215
	Iteration 1F: 3 clusters Score -42074.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -42113.359375 Penalty: 2954.095215
	Iteration 2Q: 3 clusters Score -42113.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -42116.246094 Penalty: 2954.095215
	Iteration 3Q: 3 clusters Score -42116.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -42116.937500 Penalty: 2954.095215
	Iteration 4Q: 3 clusters Score -42116.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -42116.937500 Penalty: 2954.095215
	Iteration 5F: 3 clusters Score -42116.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Entering Unmasked Estep 
Score: -100683.343750 Penalty: 1656.852051
	Iteration 0F: 2 clusters Score -100683.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -98897.492188 Penalty: 3313.704102
	Iteration 0F: 3 clusters Score -98897.49 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -99130.007812 Penalty: 3313.704102
	Iteration 1F: 3 clusters Score -99130.01 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -99184.437500 Penalty: 3313.704102
	Iteration 2F: 3 clusters Score -99184.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -99205.203125 Penalty: 3313.704102
	Iteration 3Q: 3 clusters Score -99205.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -99214.195312 Penalty: 3313.704102
	Iteration 4Q: 3 clusters Score -99214.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -99219.945312 Penalty: 3313.704102
	Iteration 5Q: 3 clusters Score -99219.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -99227.265625 Penalty: 3313.704102
	Iteration 6Q: 3 clusters Score -99227.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -99229.265625 Penalty: 3313.704102
	Iteration 7Q: 3 clusters Score -99229.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -99232.851562 Penalty: 3313.704102
	Iteration 8Q: 3 clusters Score -99232.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -99232.851562 Penalty: 3313.704102
	Iteration 9F: 3 clusters Score -99232.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -73139.828125 Penalty: 1642.108643
	Iteration 0F: 2 clusters Score -73139.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -71531.375000 Penalty: 3284.217285
	Iteration 0F: 3 clusters Score -71531.38 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -72433.617188 Penalty: 3284.217285
	Iteration 1F: 3 clusters Score -72433.62 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -73282.093750 Penalty: 3284.217285
	Iteration 2F: 3 clusters Score -73282.09 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -73763.375000 Penalty: 3284.217285
	Iteration 3F: 3 clusters Score -73763.38 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -74419.195312 Penalty: 3284.217285
	Iteration 4F: 3 clusters Score -74419.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -74724.843750 Penalty: 3284.217285
	Iteration 5Q: 3 clusters Score -74724.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -74785.281250 Penalty: 3284.217285
	Iteration 6Q: 3 clusters Score -74785.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -74787.390625 Penalty: 3284.217285
	Iteration 7Q: 3 clusters Score -74787.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -74787.390625 Penalty: 3284.217285
	Iteration 8F: 3 clusters Score -74787.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 12215 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 7999 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 210377 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4748 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42589 members 
Mstep: Class 11 contains 20341 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8451 members 
Mstep: Class 14 contains 98031 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7485 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19650 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 233 members 
Entering Unmasked Estep 
Score: -57773592.000000 Penalty: 77624.179688
Splitting cluster 17 changes total score from -57773520.000000 to -57773592.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 18 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -23099.164062 Penalty: 1350.790894
	Iteration 0F: 2 clusters Score -23099.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21942.021484 Penalty: 2701.581787
	Iteration 0F: 3 clusters Score -21942.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -22081.521484 Penalty: 2701.581787
	Iteration 1F: 3 clusters Score -22081.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22151.982422 Penalty: 2701.581787
	Iteration 2Q: 3 clusters Score -22151.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22170.056641 Penalty: 2701.581787
	Iteration 3Q: 3 clusters Score -22170.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -22192.716797 Penalty: 2701.581787
	Iteration 4Q: 3 clusters Score -22192.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22195.152344 Penalty: 2701.581787
	Iteration 5Q: 3 clusters Score -22195.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22195.152344 Penalty: 2701.581787
	Iteration 6F: 3 clusters Score -22195.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -37514.984375 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -37514.98 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 185 members 
Entering Unmasked Estep 
Score: -36242.125000 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -36242.12 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -36369.742188 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -36369.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -36433.828125 Penalty: 2905.534668
	Iteration 2Q: 3 clusters Score -36433.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -36475.402344 Penalty: 2905.534668
	Iteration 3Q: 3 clusters Score -36475.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -36481.941406 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -36481.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -36491.031250 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -36491.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36501.738281 Penalty: 2905.534668
	Iteration 6Q: 3 clusters Score -36501.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36505.542969 Penalty: 2905.534668
	Iteration 7Q: 3 clusters Score -36505.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36505.542969 Penalty: 2905.534668
	Iteration 8F: 3 clusters Score -36505.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Entering Unmasked Estep 
Score: -967824.250000 Penalty: 2212.322754
	Iteration 0F: 2 clusters Score -967824.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -961721.437500 Penalty: 4424.645508
	Iteration 0F: 3 clusters Score -961721.4 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -963332.625000 Penalty: 4424.645508
	Iteration 1F: 3 clusters Score -963332.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -963602.812500 Penalty: 4424.645508
	Iteration 2F: 3 clusters Score -963602.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -963800.937500 Penalty: 4424.645508
	Iteration 3F: 3 clusters Score -963800.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -963947.062500 Penalty: 4424.645508
	Iteration 4Q: 3 clusters Score -963947.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -964062.500000 Penalty: 4424.645508
	Iteration 5Q: 3 clusters Score -964062.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -964149.375000 Penalty: 4424.645508
	Iteration 6Q: 3 clusters Score -964149.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -964215.562500 Penalty: 4424.645508
	Iteration 7Q: 3 clusters Score -964215.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -964278.500000 Penalty: 4424.645508
	Iteration 8Q: 3 clusters Score -964278.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -964329.375000 Penalty: 4424.645508
	Iteration 9Q: 3 clusters Score -964329.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -964381.875000 Penalty: 4424.645508
	Iteration 10Q: 3 clusters Score -964381.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -964437.937500 Penalty: 4424.645508
	Iteration 11Q: 3 clusters Score -964437.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -964505.500000 Penalty: 4424.645508
	Iteration 12Q: 3 clusters Score -964505.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -964583.250000 Penalty: 4424.645508
	Iteration 13Q: 3 clusters Score -964583.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -964661.312500 Penalty: 4424.645508
	Iteration 14Q: 3 clusters Score -964661.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -964741.875000 Penalty: 4424.645508
	Iteration 15Q: 3 clusters Score -964741.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -964830.375000 Penalty: 4424.645508
	Iteration 16Q: 3 clusters Score -964830.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -964917.687500 Penalty: 4424.645508
	Iteration 17Q: 3 clusters Score -964917.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -964996.812500 Penalty: 4424.645508
	Iteration 18Q: 3 clusters Score -964996.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -965072.500000 Penalty: 4424.645508
	Iteration 19Q: 3 clusters Score -965072.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -965147.625000 Penalty: 4424.645508
	Iteration 20F: 3 clusters Score -965147.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -965202.187500 Penalty: 4424.645508
	Iteration 21Q: 3 clusters Score -965202.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -965251.312500 Penalty: 4424.645508
	Iteration 22Q: 3 clusters Score -965251.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -965294.750000 Penalty: 4424.645508
	Iteration 23Q: 3 clusters Score -965294.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -965324.750000 Penalty: 4424.645508
	Iteration 24Q: 3 clusters Score -965324.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -965351.875000 Penalty: 4424.645508
	Iteration 25Q: 3 clusters Score -965351.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -965372.937500 Penalty: 4424.645508
	Iteration 26Q: 3 clusters Score -965372.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -965390.250000 Penalty: 4424.645508
	Iteration 27Q: 3 clusters Score -965390.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -965396.000000 Penalty: 4424.645508
	Iteration 28Q: 3 clusters Score -965396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -965402.625000 Penalty: 4424.645508
	Iteration 29Q: 3 clusters Score -965402.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -965406.687500 Penalty: 4424.645508
	Iteration 30Q: 3 clusters Score -965406.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -965410.937500 Penalty: 4424.645508
	Iteration 31Q: 3 clusters Score -965410.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -965412.000000 Penalty: 4424.645508
	Iteration 32Q: 3 clusters Score -965412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -965417.000000 Penalty: 4424.645508
	Iteration 33Q: 3 clusters Score -965417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -965421.437500 Penalty: 4424.645508
	Iteration 34Q: 3 clusters Score -965421.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -965428.000000 Penalty: 4424.645508
	Iteration 35Q: 3 clusters Score -965428 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -965437.625000 Penalty: 4424.645508
	Iteration 36Q: 3 clusters Score -965437.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -965442.312500 Penalty: 4424.645508
	Iteration 37Q: 3 clusters Score -965442.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -965448.187500 Penalty: 4424.645508
	Iteration 38Q: 3 clusters Score -965448.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -965454.000000 Penalty: 4424.645508
	Iteration 39Q: 3 clusters Score -965454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -965461.250000 Penalty: 4424.645508
	Iteration 40F: 3 clusters Score -965461.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -965463.875000 Penalty: 4424.645508
	Iteration 41Q: 3 clusters Score -965463.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -965468.812500 Penalty: 4424.645508
	Iteration 42Q: 3 clusters Score -965468.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -965472.125000 Penalty: 4424.645508
	Iteration 43Q: 3 clusters Score -965472.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -965480.187500 Penalty: 4424.645508
	Iteration 44Q: 3 clusters Score -965480.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -965487.250000 Penalty: 4424.645508
	Iteration 45Q: 3 clusters Score -965487.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -965488.562500 Penalty: 4424.645508
	Iteration 46Q: 3 clusters Score -965488.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -965494.625000 Penalty: 4424.645508
	Iteration 47Q: 3 clusters Score -965494.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -965497.687500 Penalty: 4424.645508
	Iteration 48Q: 3 clusters Score -965497.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -965500.062500 Penalty: 4424.645508
	Iteration 49Q: 3 clusters Score -965500.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -965503.187500 Penalty: 4424.645508
	Iteration 50Q: 3 clusters Score -965503.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -965504.312500 Penalty: 4424.645508
	Iteration 51Q: 3 clusters Score -965504.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -965507.875000 Penalty: 4424.645508
	Iteration 52Q: 3 clusters Score -965507.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -965509.937500 Penalty: 4424.645508
	Iteration 53Q: 3 clusters Score -965509.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -965511.312500 Penalty: 4424.645508
	Iteration 54Q: 3 clusters Score -965511.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -965513.687500 Penalty: 4424.645508
	Iteration 55Q: 3 clusters Score -965513.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -965515.500000 Penalty: 4424.645508
	Iteration 56Q: 3 clusters Score -965515.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -965518.062500 Penalty: 4424.645508
	Iteration 57Q: 3 clusters Score -965518.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -965520.562500 Penalty: 4424.645508
	Iteration 58Q: 3 clusters Score -965520.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -965519.187500 Penalty: 4424.645508
	Iteration 59Q: 3 clusters Score -965519.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -965523.875000 Penalty: 4424.645508
	Iteration 60F: 3 clusters Score -965523.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -965526.187500 Penalty: 4424.645508
	Iteration 61Q: 3 clusters Score -965526.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -965529.562500 Penalty: 4424.645508
	Iteration 62Q: 3 clusters Score -965529.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -965530.125000 Penalty: 4424.645508
	Iteration 63Q: 3 clusters Score -965530.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -965533.562500 Penalty: 4424.645508
	Iteration 64Q: 3 clusters Score -965533.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -965538.937500 Penalty: 4424.645508
	Iteration 65Q: 3 clusters Score -965538.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -965543.375000 Penalty: 4424.645508
	Iteration 66Q: 3 clusters Score -965543.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -965544.250000 Penalty: 4424.645508
	Iteration 67Q: 3 clusters Score -965544.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -965545.937500 Penalty: 4424.645508
	Iteration 68Q: 3 clusters Score -965545.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -965544.750000 Penalty: 4424.645508
	Iteration 69Q: 3 clusters Score -965544.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -965544.750000 Penalty: 4424.645508
	Iteration 70F: 3 clusters Score -965544.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -10365.354492 Penalty: 1170.187622
	Iteration 0F: 2 clusters Score -10365.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -9563.892578 Penalty: 2340.375244
	Iteration 0F: 3 clusters Score -9563.893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -9594.958984 Penalty: 2340.375244
	Iteration 1Q: 3 clusters Score -9594.959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -9597.912109 Penalty: 2340.375244
	Iteration 2Q: 3 clusters Score -9597.912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -9597.912109 Penalty: 2340.375244
	Iteration 3F: 3 clusters Score -9597.912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Entering Unmasked Estep 
Score: -2545310.250000 Penalty: 2451.686523
	Iteration 0F: 2 clusters Score -2545310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2531492.250000 Penalty: 4903.373047
	Iteration 0F: 3 clusters Score -2531492 nChanged 8613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -2535970.750000 Penalty: 4903.373047
	Iteration 1F: 3 clusters Score -2535971 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2536298.000000 Penalty: 4903.373047
	Iteration 2Q: 3 clusters Score -2536298 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -2536536.000000 Penalty: 4903.373047
	Iteration 3Q: 3 clusters Score -2536536 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -2536728.750000 Penalty: 4903.373047
	Iteration 4Q: 3 clusters Score -2536729 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -2536899.250000 Penalty: 4903.373047
	Iteration 5Q: 3 clusters Score -2536899 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -2537043.500000 Penalty: 4903.373047
	Iteration 6Q: 3 clusters Score -2537044 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -2537162.250000 Penalty: 4903.373047
	Iteration 7Q: 3 clusters Score -2537162 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -2537302.000000 Penalty: 4903.373047
	Iteration 8Q: 3 clusters Score -2537302 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2537469.000000 Penalty: 4903.373047
	Iteration 9Q: 3 clusters Score -2537469 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2537637.500000 Penalty: 4903.373047
	Iteration 10Q: 3 clusters Score -2537638 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -2537863.750000 Penalty: 4903.373047
	Iteration 11Q: 3 clusters Score -2537864 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -2538180.500000 Penalty: 4903.373047
	Iteration 12Q: 3 clusters Score -2538180 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -2538653.000000 Penalty: 4903.373047
	Iteration 13Q: 3 clusters Score -2538653 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -2539311.000000 Penalty: 4903.373047
	Iteration 14Q: 3 clusters Score -2539311 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -2540009.250000 Penalty: 4903.373047
	Iteration 15Q: 3 clusters Score -2540009 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -2540654.000000 Penalty: 4903.373047
	Iteration 16Q: 3 clusters Score -2540654 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2541136.250000 Penalty: 4903.373047
	Iteration 17Q: 3 clusters Score -2541136 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -2541451.000000 Penalty: 4903.373047
	Iteration 18Q: 3 clusters Score -2541451 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2541668.250000 Penalty: 4903.373047
	Iteration 19Q: 3 clusters Score -2541668 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -2541837.000000 Penalty: 4903.373047
	Iteration 20F: 3 clusters Score -2541837 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -2541959.750000 Penalty: 4903.373047
	Iteration 21Q: 3 clusters Score -2541960 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -2542055.000000 Penalty: 4903.373047
	Iteration 22Q: 3 clusters Score -2542055 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -2542147.000000 Penalty: 4903.373047
	Iteration 23Q: 3 clusters Score -2542147 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -2542216.500000 Penalty: 4903.373047
	Iteration 24Q: 3 clusters Score -2542216 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -2542267.000000 Penalty: 4903.373047
	Iteration 25Q: 3 clusters Score -2542267 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -2542327.500000 Penalty: 4903.373047
	Iteration 26Q: 3 clusters Score -2542328 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -2542376.250000 Penalty: 4903.373047
	Iteration 27Q: 3 clusters Score -2542376 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -2542423.000000 Penalty: 4903.373047
	Iteration 28Q: 3 clusters Score -2542423 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -2542475.750000 Penalty: 4903.373047
	Iteration 29Q: 3 clusters Score -2542476 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -2542496.000000 Penalty: 4903.373047
	Iteration 30Q: 3 clusters Score -2542496 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -2542522.000000 Penalty: 4903.373047
	Iteration 31Q: 3 clusters Score -2542522 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2542542.750000 Penalty: 4903.373047
	Iteration 32Q: 3 clusters Score -2542543 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -2542560.250000 Penalty: 4903.373047
	Iteration 33Q: 3 clusters Score -2542560 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -2542575.500000 Penalty: 4903.373047
	Iteration 34Q: 3 clusters Score -2542576 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -2542598.250000 Penalty: 4903.373047
	Iteration 35Q: 3 clusters Score -2542598 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -2542614.000000 Penalty: 4903.373047
	Iteration 36Q: 3 clusters Score -2542614 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -2542627.750000 Penalty: 4903.373047
	Iteration 37Q: 3 clusters Score -2542628 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -2542639.750000 Penalty: 4903.373047
	Iteration 38Q: 3 clusters Score -2542640 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -2542654.750000 Penalty: 4903.373047
	Iteration 39Q: 3 clusters Score -2542655 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -2542654.750000 Penalty: 4903.373047
	Iteration 40F: 3 clusters Score -2542655 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -2542669.500000 Penalty: 4903.373047
	Iteration 41Q: 3 clusters Score -2542670 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -2542676.750000 Penalty: 4903.373047
	Iteration 42Q: 3 clusters Score -2542677 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -2542679.000000 Penalty: 4903.373047
	Iteration 43Q: 3 clusters Score -2542679 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -2542686.250000 Penalty: 4903.373047
	Iteration 44Q: 3 clusters Score -2542686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -2542687.500000 Penalty: 4903.373047
	Iteration 45Q: 3 clusters Score -2542688 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -2542691.250000 Penalty: 4903.373047
	Iteration 46Q: 3 clusters Score -2542691 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2542695.500000 Penalty: 4903.373047
	Iteration 47Q: 3 clusters Score -2542696 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -2542703.750000 Penalty: 4903.373047
	Iteration 48Q: 3 clusters Score -2542704 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -2542709.500000 Penalty: 4903.373047
	Iteration 49Q: 3 clusters Score -2542710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -2542716.250000 Penalty: 4903.373047
	Iteration 50Q: 3 clusters Score -2542716 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -2542724.250000 Penalty: 4903.373047
	Iteration 51Q: 3 clusters Score -2542724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -2542730.750000 Penalty: 4903.373047
	Iteration 52Q: 3 clusters Score -2542731 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -2542736.500000 Penalty: 4903.373047
	Iteration 53Q: 3 clusters Score -2542736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -2542737.000000 Penalty: 4903.373047
	Iteration 54Q: 3 clusters Score -2542737 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -2542750.750000 Penalty: 4903.373047
	Iteration 55Q: 3 clusters Score -2542751 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -2542762.000000 Penalty: 4903.373047
	Iteration 56Q: 3 clusters Score -2542762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -2542765.750000 Penalty: 4903.373047
	Iteration 57Q: 3 clusters Score -2542766 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -2542775.250000 Penalty: 4903.373047
	Iteration 58Q: 3 clusters Score -2542775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -2542775.000000 Penalty: 4903.373047
	Iteration 59Q: 3 clusters Score -2542775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -2542780.250000 Penalty: 4903.373047
	Iteration 60F: 3 clusters Score -2542780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -2542785.000000 Penalty: 4903.373047
	Iteration 61Q: 3 clusters Score -2542785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -2542785.500000 Penalty: 4903.373047
	Iteration 62Q: 3 clusters Score -2542786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -2542790.250000 Penalty: 4903.373047
	Iteration 63Q: 3 clusters Score -2542790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -2542787.500000 Penalty: 4903.373047
	Iteration 64Q: 3 clusters Score -2542788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -2542795.750000 Penalty: 4903.373047
	Iteration 65Q: 3 clusters Score -2542796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -2542789.750000 Penalty: 4903.373047
	Iteration 66Q: 3 clusters Score -2542790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -2542797.750000 Penalty: 4903.373047
	Iteration 67Q: 3 clusters Score -2542798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -2542792.750000 Penalty: 4903.373047
	Iteration 68Q: 3 clusters Score -2542793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -2542794.500000 Penalty: 4903.373047
	Iteration 69Q: 3 clusters Score -2542794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -2542802.250000 Penalty: 4903.373047
	Iteration 70Q: 3 clusters Score -2542802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2542800.250000 Penalty: 4903.373047
	Iteration 71Q: 3 clusters Score -2542800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -2542812.250000 Penalty: 4903.373047
	Iteration 72Q: 3 clusters Score -2542812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -2542810.000000 Penalty: 4903.373047
	Iteration 73Q: 3 clusters Score -2542810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -2542813.500000 Penalty: 4903.373047
	Iteration 74Q: 3 clusters Score -2542814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -2542818.250000 Penalty: 4903.373047
	Iteration 75Q: 3 clusters Score -2542818 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -2542830.000000 Penalty: 4903.373047
	Iteration 76Q: 3 clusters Score -2542830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -2542832.500000 Penalty: 4903.373047
	Iteration 77Q: 3 clusters Score -2542832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2542836.250000 Penalty: 4903.373047
	Iteration 78Q: 3 clusters Score -2542836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -2542841.000000 Penalty: 4903.373047
	Iteration 79Q: 3 clusters Score -2542841 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -2542845.250000 Penalty: 4903.373047
	Iteration 80F: 3 clusters Score -2542845 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -2542846.750000 Penalty: 4903.373047
	Iteration 81Q: 3 clusters Score -2542847 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -2542849.250000 Penalty: 4903.373047
	Iteration 82Q: 3 clusters Score -2542849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -2542852.500000 Penalty: 4903.373047
	Iteration 83Q: 3 clusters Score -2542852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -2542855.250000 Penalty: 4903.373047
	Iteration 84Q: 3 clusters Score -2542855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -2542856.250000 Penalty: 4903.373047
	Iteration 85Q: 3 clusters Score -2542856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -2542860.250000 Penalty: 4903.373047
	Iteration 86Q: 3 clusters Score -2542860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -2542864.750000 Penalty: 4903.373047
	Iteration 87Q: 3 clusters Score -2542865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -2542865.250000 Penalty: 4903.373047
	Iteration 88Q: 3 clusters Score -2542865 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2542868.000000 Penalty: 4903.373047
	Iteration 89Q: 3 clusters Score -2542868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -2542877.250000 Penalty: 4903.373047
	Iteration 90Q: 3 clusters Score -2542877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -2542878.000000 Penalty: 4903.373047
	Iteration 91Q: 3 clusters Score -2542878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -2542886.000000 Penalty: 4903.373047
	Iteration 92Q: 3 clusters Score -2542886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -2542888.500000 Penalty: 4903.373047
	Iteration 93Q: 3 clusters Score -2542888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -2542891.500000 Penalty: 4903.373047
	Iteration 94Q: 3 clusters Score -2542892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -2542901.000000 Penalty: 4903.373047
	Iteration 95Q: 3 clusters Score -2542901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -2542902.500000 Penalty: 4903.373047
	Iteration 96Q: 3 clusters Score -2542902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -2542903.000000 Penalty: 4903.373047
	Iteration 97Q: 3 clusters Score -2542903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -2542911.500000 Penalty: 4903.373047
	Iteration 98Q: 3 clusters Score -2542912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -2542918.000000 Penalty: 4903.373047
	Iteration 99Q: 3 clusters Score -2542918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -2542933.750000 Penalty: 4903.373047
	Iteration 100F: 3 clusters Score -2542934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -2542930.750000 Penalty: 4903.373047
	Iteration 101Q: 3 clusters Score -2542931 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -2542934.750000 Penalty: 4903.373047
	Iteration 102Q: 3 clusters Score -2542935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -2542943.500000 Penalty: 4903.373047
	Iteration 103Q: 3 clusters Score -2542944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -2542941.000000 Penalty: 4903.373047
	Iteration 104Q: 3 clusters Score -2542941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -2542949.500000 Penalty: 4903.373047
	Iteration 105Q: 3 clusters Score -2542950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -2542950.750000 Penalty: 4903.373047
	Iteration 106Q: 3 clusters Score -2542951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -2542964.000000 Penalty: 4903.373047
	Iteration 107Q: 3 clusters Score -2542964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -2542969.250000 Penalty: 4903.373047
	Iteration 108Q: 3 clusters Score -2542969 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -2542983.500000 Penalty: 4903.373047
	Iteration 109Q: 3 clusters Score -2542984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -2542991.250000 Penalty: 4903.373047
	Iteration 110Q: 3 clusters Score -2542991 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -2542993.750000 Penalty: 4903.373047
	Iteration 111Q: 3 clusters Score -2542994 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -2542995.000000 Penalty: 4903.373047
	Iteration 112Q: 3 clusters Score -2542995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -2543002.750000 Penalty: 4903.373047
	Iteration 113Q: 3 clusters Score -2543003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -2543009.000000 Penalty: 4903.373047
	Iteration 114Q: 3 clusters Score -2543009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -2543013.750000 Penalty: 4903.373047
	Iteration 115Q: 3 clusters Score -2543014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -2543018.000000 Penalty: 4903.373047
	Iteration 116Q: 3 clusters Score -2543018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -2543021.500000 Penalty: 4903.373047
	Iteration 117Q: 3 clusters Score -2543022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -2543025.250000 Penalty: 4903.373047
	Iteration 118Q: 3 clusters Score -2543025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -2543022.750000 Penalty: 4903.373047
	Iteration 119Q: 3 clusters Score -2543023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -2543031.000000 Penalty: 4903.373047
	Iteration 120F: 3 clusters Score -2543031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -2543030.000000 Penalty: 4903.373047
	Iteration 121Q: 3 clusters Score -2543030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -2543034.250000 Penalty: 4903.373047
	Iteration 122Q: 3 clusters Score -2543034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -2543037.250000 Penalty: 4903.373047
	Iteration 123Q: 3 clusters Score -2543037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -2543045.250000 Penalty: 4903.373047
	Iteration 124Q: 3 clusters Score -2543045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -2543053.750000 Penalty: 4903.373047
	Iteration 125Q: 3 clusters Score -2543054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -2543056.250000 Penalty: 4903.373047
	Iteration 126Q: 3 clusters Score -2543056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -2543062.000000 Penalty: 4903.373047
	Iteration 127Q: 3 clusters Score -2543062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -2543064.250000 Penalty: 4903.373047
	Iteration 128Q: 3 clusters Score -2543064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -2543069.750000 Penalty: 4903.373047
	Iteration 129Q: 3 clusters Score -2543070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -2543068.250000 Penalty: 4903.373047
	Iteration 130Q: 3 clusters Score -2543068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -2543076.750000 Penalty: 4903.373047
	Iteration 131Q: 3 clusters Score -2543077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -2543079.250000 Penalty: 4903.373047
	Iteration 132Q: 3 clusters Score -2543079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -2543084.750000 Penalty: 4903.373047
	Iteration 133Q: 3 clusters Score -2543085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -2543085.750000 Penalty: 4903.373047
	Iteration 134Q: 3 clusters Score -2543086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -2543087.500000 Penalty: 4903.373047
	Iteration 135Q: 3 clusters Score -2543088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -2543089.500000 Penalty: 4903.373047
	Iteration 136Q: 3 clusters Score -2543090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -2543088.250000 Penalty: 4903.373047
	Iteration 137Q: 3 clusters Score -2543088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -2543091.500000 Penalty: 4903.373047
	Iteration 138Q: 3 clusters Score -2543092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -2543092.000000 Penalty: 4903.373047
	Iteration 139Q: 3 clusters Score -2543092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -2543092.250000 Penalty: 4903.373047
	Iteration 140F: 3 clusters Score -2543092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Entering Unmasked Estep 
Score: -83859.070312 Penalty: 1643.097290
	Iteration 0F: 2 clusters Score -83859.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -82159.382812 Penalty: 3286.194580
	Iteration 0F: 3 clusters Score -82159.38 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -82429.882812 Penalty: 3286.194580
	Iteration 1F: 3 clusters Score -82429.88 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -82511.257812 Penalty: 3286.194580
	Iteration 2F: 3 clusters Score -82511.26 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -82568.554688 Penalty: 3286.194580
	Iteration 3Q: 3 clusters Score -82568.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -82599.781250 Penalty: 3286.194580
	Iteration 4Q: 3 clusters Score -82599.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -82609.960938 Penalty: 3286.194580
	Iteration 5Q: 3 clusters Score -82609.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -82614.710938 Penalty: 3286.194580
	Iteration 6Q: 3 clusters Score -82614.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -82616.453125 Penalty: 3286.194580
	Iteration 7Q: 3 clusters Score -82616.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -82619.203125 Penalty: 3286.194580
	Iteration 8Q: 3 clusters Score -82619.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -82620.156250 Penalty: 3286.194580
	Iteration 9Q: 3 clusters Score -82620.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -82620.156250 Penalty: 3286.194580
	Iteration 10F: 3 clusters Score -82620.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 12215 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 7999 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 210377 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4748 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42589 members 
Mstep: Class 11 contains 20341 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8451 members 
Mstep: Class 14 contains 98031 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7485 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19650 members 
Mstep: Class 23 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774332.000000 Penalty: 77624.179688
Iteration 119Q: 25 clusters Score -5.777433e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 12214 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 8000 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 210376 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4748 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42585 members 
Mstep: Class 11 contains 20341 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8451 members 
Mstep: Class 14 contains 98027 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7494 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19650 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774480.000000 Penalty: 77624.179688
Iteration 120F: 25 clusters Score -5.777448e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 12214 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210369 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4748 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42578 members 
Mstep: Class 11 contains 20341 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8451 members 
Mstep: Class 14 contains 98025 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7509 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19650 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774520.000000 Penalty: 77624.179688
Iteration 121Q: 25 clusters Score -5.777452e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 12214 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 8002 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210369 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4747 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42572 members 
Mstep: Class 11 contains 20341 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8451 members 
Mstep: Class 14 contains 98022 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7518 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19650 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774492.000000 Penalty: 77624.179688
Iteration 122Q: 25 clusters Score -5.777449e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 12213 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 8002 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210365 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4748 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42568 members 
Mstep: Class 11 contains 20341 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8451 members 
Mstep: Class 14 contains 98018 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7530 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19650 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774500.000000 Penalty: 77624.179688
Iteration 123Q: 25 clusters Score -5.77745e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 12212 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 8002 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210356 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4748 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42565 members 
Mstep: Class 11 contains 20341 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8452 members 
Mstep: Class 14 contains 98016 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7542 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19650 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774528.000000 Penalty: 77624.179688
Iteration 124Q: 25 clusters Score -5.777453e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 12210 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 8002 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210351 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4748 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42565 members 
Mstep: Class 11 contains 20340 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8451 members 
Mstep: Class 14 contains 98014 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7553 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19649 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774496.000000 Penalty: 77624.179688
Iteration 125Q: 25 clusters Score -5.77745e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 12210 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 8002 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210349 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4746 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42564 members 
Mstep: Class 11 contains 20340 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8450 members 
Mstep: Class 14 contains 98012 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7559 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19648 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774512.000000 Penalty: 77624.179688
Iteration 126Q: 25 clusters Score -5.777451e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 12210 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 8002 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210347 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4745 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42563 members 
Mstep: Class 11 contains 20340 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8449 members 
Mstep: Class 14 contains 98012 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7562 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19649 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774496.000000 Penalty: 77624.179688
Iteration 127Q: 25 clusters Score -5.77745e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 12210 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210346 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4745 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42563 members 
Mstep: Class 11 contains 20340 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8448 members 
Mstep: Class 14 contains 98011 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7563 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19650 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774532.000000 Penalty: 77624.179688
Iteration 128Q: 25 clusters Score -5.777453e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 12210 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210345 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4743 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42562 members 
Mstep: Class 11 contains 20339 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8449 members 
Mstep: Class 14 contains 98011 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7564 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19650 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774532.000000 Penalty: 77624.179688
Iteration 129Q: 25 clusters Score -5.777453e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 12210 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210347 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4738 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42562 members 
Mstep: Class 11 contains 20336 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8449 members 
Mstep: Class 14 contains 98011 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7566 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19650 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774556.000000 Penalty: 77624.179688
Iteration 130Q: 25 clusters Score -5.777456e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 12210 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210350 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4738 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42563 members 
Mstep: Class 11 contains 20335 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8449 members 
Mstep: Class 14 contains 98009 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7566 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19650 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774544.000000 Penalty: 77624.179688
Iteration 131Q: 25 clusters Score -5.777454e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 12210 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210347 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4737 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42563 members 
Mstep: Class 11 contains 20335 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8449 members 
Mstep: Class 14 contains 98009 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7570 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19650 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774528.000000 Penalty: 77624.179688
Iteration 132Q: 25 clusters Score -5.777453e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 12210 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210343 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4737 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42562 members 
Mstep: Class 11 contains 20335 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8449 members 
Mstep: Class 14 contains 98009 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7576 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19650 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774540.000000 Penalty: 77624.179688
Iteration 133Q: 25 clusters Score -5.777454e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 12210 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210335 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4737 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42564 members 
Mstep: Class 11 contains 20335 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8449 members 
Mstep: Class 14 contains 98010 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7581 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19650 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774548.000000 Penalty: 77624.179688
Iteration 134Q: 25 clusters Score -5.777455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 12210 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210332 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4737 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42565 members 
Mstep: Class 11 contains 20335 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8449 members 
Mstep: Class 14 contains 98010 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19650 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774544.000000 Penalty: 77624.179688
Iteration 135Q: 25 clusters Score -5.777454e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 12210 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210325 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4737 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42568 members 
Mstep: Class 11 contains 20335 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8449 members 
Mstep: Class 14 contains 98011 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7586 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19650 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774532.000000 Penalty: 77624.179688
Iteration 136Q: 25 clusters Score -5.777453e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 12210 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210318 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4737 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42569 members 
Mstep: Class 11 contains 20335 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8449 members 
Mstep: Class 14 contains 98012 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7591 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19650 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774524.000000 Penalty: 77624.179688
Iteration 137Q: 25 clusters Score -5.777452e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 12210 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210313 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4737 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42569 members 
Mstep: Class 11 contains 20335 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8449 members 
Mstep: Class 14 contains 98013 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7595 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19650 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774532.000000 Penalty: 77624.179688
Iteration 138Q: 25 clusters Score -5.777453e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 12210 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210306 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4737 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42569 members 
Mstep: Class 11 contains 20335 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8449 members 
Mstep: Class 14 contains 98014 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7601 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19650 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774568.000000 Penalty: 77624.179688
Iteration 139Q: 25 clusters Score -5.777457e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 12210 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210300 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4736 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42568 members 
Mstep: Class 11 contains 20335 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8449 members 
Mstep: Class 14 contains 98015 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7608 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19650 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774516.000000 Penalty: 77624.179688
Iteration 140F: 25 clusters Score -5.777452e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 12209 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210291 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4737 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42568 members 
Mstep: Class 11 contains 20335 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8449 members 
Mstep: Class 14 contains 98015 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7617 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19650 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774504.000000 Penalty: 77624.179688
Iteration 141Q: 25 clusters Score -5.77745e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 12208 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210281 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4738 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42567 members 
Mstep: Class 11 contains 20335 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8449 members 
Mstep: Class 14 contains 98014 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7628 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19651 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774544.000000 Penalty: 77624.179688
Iteration 142Q: 25 clusters Score -5.777454e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 12210 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210274 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4738 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42565 members 
Mstep: Class 11 contains 20334 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8449 members 
Mstep: Class 14 contains 98016 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7633 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19652 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774560.000000 Penalty: 77624.179688
Iteration 143Q: 25 clusters Score -5.777456e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 12212 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210270 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4737 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42563 members 
Mstep: Class 11 contains 20334 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8449 members 
Mstep: Class 14 contains 98018 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7636 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19652 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774560.000000 Penalty: 77624.179688
Iteration 144Q: 25 clusters Score -5.777456e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 12215 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210266 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4735 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42563 members 
Mstep: Class 11 contains 20334 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8449 members 
Mstep: Class 14 contains 98018 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7639 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19652 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774580.000000 Penalty: 77624.179688
Iteration 145Q: 25 clusters Score -5.777458e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 12219 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210260 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4734 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42562 members 
Mstep: Class 11 contains 20333 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8449 members 
Mstep: Class 14 contains 98017 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7645 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19652 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774576.000000 Penalty: 77624.179688
Iteration 146Q: 25 clusters Score -5.777458e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 12223 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210255 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4736 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42559 members 
Mstep: Class 11 contains 20331 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8449 members 
Mstep: Class 14 contains 98016 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7651 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19652 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774560.000000 Penalty: 77624.179688
Iteration 147Q: 25 clusters Score -5.777456e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 12226 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210253 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4737 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42553 members 
Mstep: Class 11 contains 20331 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8450 members 
Mstep: Class 14 contains 98017 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7654 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19651 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774572.000000 Penalty: 77624.179688
Iteration 148Q: 25 clusters Score -5.777457e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 12228 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210248 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4739 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42552 members 
Mstep: Class 11 contains 20331 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8450 members 
Mstep: Class 14 contains 98016 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7657 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19651 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774592.000000 Penalty: 77624.179688
Iteration 149Q: 25 clusters Score -5.777459e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 8000 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210242 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4741 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42553 members 
Mstep: Class 11 contains 20331 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8450 members 
Mstep: Class 14 contains 98017 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7659 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19651 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774612.000000 Penalty: 77624.179688
Iteration 150Q: 25 clusters Score -5.777461e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 12231 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 7999 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210239 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4740 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42552 members 
Mstep: Class 11 contains 20330 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8450 members 
Mstep: Class 14 contains 98019 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7661 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19651 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774612.000000 Penalty: 77624.179688
Iteration 151Q: 25 clusters Score -5.777461e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 12230 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 8000 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210238 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4739 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42552 members 
Mstep: Class 11 contains 20330 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8450 members 
Mstep: Class 14 contains 98019 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7663 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19651 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774604.000000 Penalty: 77624.179688
Iteration 152Q: 25 clusters Score -5.77746e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210235 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4739 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42553 members 
Mstep: Class 11 contains 20330 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8450 members 
Mstep: Class 14 contains 98019 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7665 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19651 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774616.000000 Penalty: 77624.179688
Iteration 153Q: 25 clusters Score -5.777462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210232 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4739 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42554 members 
Mstep: Class 11 contains 20330 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8450 members 
Mstep: Class 14 contains 98019 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7667 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19651 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774620.000000 Penalty: 77624.179688
Iteration 154Q: 25 clusters Score -5.777462e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210227 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4739 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42556 members 
Mstep: Class 11 contains 20330 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8450 members 
Mstep: Class 14 contains 98022 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7667 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19651 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774612.000000 Penalty: 77624.179688
Iteration 155Q: 25 clusters Score -5.777461e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210226 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4739 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42556 members 
Mstep: Class 11 contains 20330 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8450 members 
Mstep: Class 14 contains 98022 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7668 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19651 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774608.000000 Penalty: 77624.179688
Iteration 156Q: 25 clusters Score -5.777461e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210223 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4739 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42556 members 
Mstep: Class 11 contains 20331 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8450 members 
Mstep: Class 14 contains 98023 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7669 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19651 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774584.000000 Penalty: 77624.179688
Iteration 157Q: 25 clusters Score -5.777458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210220 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4739 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42556 members 
Mstep: Class 11 contains 20332 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8450 members 
Mstep: Class 14 contains 98022 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7672 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19651 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774592.000000 Penalty: 77624.179688
Iteration 158Q: 25 clusters Score -5.777459e+07 nChanged 5
Entering ConstructFrom: 
Score: -57774592.000000 Penalty: 77624.179688
Entering ConstructFrom: 
Trying to split cluster 1 (19855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Entering Unmasked Estep 
Score: -2564031.500000 Penalty: 2454.260498
	Iteration 0F: 2 clusters Score -2564032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -2550098.500000 Penalty: 4908.520996
	Iteration 0F: 3 clusters Score -2550098 nChanged 8689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -2554711.500000 Penalty: 4908.520996
	Iteration 1F: 3 clusters Score -2554712 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2555003.750000 Penalty: 4908.520996
	Iteration 2Q: 3 clusters Score -2555004 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -2555231.000000 Penalty: 4908.520996
	Iteration 3Q: 3 clusters Score -2555231 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -2555451.250000 Penalty: 4908.520996
	Iteration 4Q: 3 clusters Score -2555451 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2555651.250000 Penalty: 4908.520996
	Iteration 5Q: 3 clusters Score -2555651 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -2555849.000000 Penalty: 4908.520996
	Iteration 6Q: 3 clusters Score -2555849 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2556028.000000 Penalty: 4908.520996
	Iteration 7Q: 3 clusters Score -2556028 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -2556263.750000 Penalty: 4908.520996
	Iteration 8Q: 3 clusters Score -2556264 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2556545.250000 Penalty: 4908.520996
	Iteration 9Q: 3 clusters Score -2556545 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -2556910.000000 Penalty: 4908.520996
	Iteration 10Q: 3 clusters Score -2556910 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -2557370.500000 Penalty: 4908.520996
	Iteration 11Q: 3 clusters Score -2557370 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -2557882.750000 Penalty: 4908.520996
	Iteration 12Q: 3 clusters Score -2557883 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -2558506.750000 Penalty: 4908.520996
	Iteration 13Q: 3 clusters Score -2558507 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -2559257.500000 Penalty: 4908.520996
	Iteration 14Q: 3 clusters Score -2559258 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -2559985.750000 Penalty: 4908.520996
	Iteration 15Q: 3 clusters Score -2559986 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2560664.500000 Penalty: 4908.520996
	Iteration 16Q: 3 clusters Score -2560664 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2561080.750000 Penalty: 4908.520996
	Iteration 17Q: 3 clusters Score -2561081 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2561325.000000 Penalty: 4908.520996
	Iteration 18Q: 3 clusters Score -2561325 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2561465.500000 Penalty: 4908.520996
	Iteration 19Q: 3 clusters Score -2561466 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2561551.000000 Penalty: 4908.520996
	Iteration 20F: 3 clusters Score -2561551 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2561610.000000 Penalty: 4908.520996
	Iteration 21Q: 3 clusters Score -2561610 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2561637.000000 Penalty: 4908.520996
	Iteration 22Q: 3 clusters Score -2561637 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2561664.500000 Penalty: 4908.520996
	Iteration 23Q: 3 clusters Score -2561664 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2561697.750000 Penalty: 4908.520996
	Iteration 24Q: 3 clusters Score -2561698 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2561724.250000 Penalty: 4908.520996
	Iteration 25Q: 3 clusters Score -2561724 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2561751.000000 Penalty: 4908.520996
	Iteration 26Q: 3 clusters Score -2561751 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2561769.250000 Penalty: 4908.520996
	Iteration 27Q: 3 clusters Score -2561769 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2561776.750000 Penalty: 4908.520996
	Iteration 28Q: 3 clusters Score -2561777 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2561787.250000 Penalty: 4908.520996
	Iteration 29Q: 3 clusters Score -2561787 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2561790.000000 Penalty: 4908.520996
	Iteration 30Q: 3 clusters Score -2561790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2561797.250000 Penalty: 4908.520996
	Iteration 31Q: 3 clusters Score -2561797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2561802.750000 Penalty: 4908.520996
	Iteration 32Q: 3 clusters Score -2561803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2561804.750000 Penalty: 4908.520996
	Iteration 33Q: 3 clusters Score -2561805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2561811.500000 Penalty: 4908.520996
	Iteration 34Q: 3 clusters Score -2561812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2561816.250000 Penalty: 4908.520996
	Iteration 35Q: 3 clusters Score -2561816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2561819.250000 Penalty: 4908.520996
	Iteration 36Q: 3 clusters Score -2561819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2561820.000000 Penalty: 4908.520996
	Iteration 37Q: 3 clusters Score -2561820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2561821.750000 Penalty: 4908.520996
	Iteration 38Q: 3 clusters Score -2561822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2561829.500000 Penalty: 4908.520996
	Iteration 39Q: 3 clusters Score -2561830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2561830.250000 Penalty: 4908.520996
	Iteration 40F: 3 clusters Score -2561830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2561835.000000 Penalty: 4908.520996
	Iteration 41Q: 3 clusters Score -2561835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2561835.250000 Penalty: 4908.520996
	Iteration 42Q: 3 clusters Score -2561835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2561835.500000 Penalty: 4908.520996
	Iteration 43Q: 3 clusters Score -2561836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2561836.750000 Penalty: 4908.520996
	Iteration 44Q: 3 clusters Score -2561837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2561840.000000 Penalty: 4908.520996
	Iteration 45Q: 3 clusters Score -2561840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2561839.250000 Penalty: 4908.520996
	Iteration 46Q: 3 clusters Score -2561839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2561838.000000 Penalty: 4908.520996
	Iteration 47Q: 3 clusters Score -2561838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2561840.750000 Penalty: 4908.520996
	Iteration 48Q: 3 clusters Score -2561841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2561839.750000 Penalty: 4908.520996
	Iteration 49Q: 3 clusters Score -2561840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2561840.250000 Penalty: 4908.520996
	Iteration 50Q: 3 clusters Score -2561840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2561840.250000 Penalty: 4908.520996
	Iteration 51F: 3 clusters Score -2561840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Entering Unmasked Estep 
Score: -1567856.125000 Penalty: 2334.068359
	Iteration 0F: 2 clusters Score -1567856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1558815.375000 Penalty: 4668.136719
	Iteration 0F: 3 clusters Score -1558815 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1561569.750000 Penalty: 4668.136719
	Iteration 1F: 3 clusters Score -1561570 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1561940.375000 Penalty: 4668.136719
	Iteration 2F: 3 clusters Score -1561940 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1562279.750000 Penalty: 4668.136719
	Iteration 3F: 3 clusters Score -1562280 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1562609.750000 Penalty: 4668.136719
	Iteration 4F: 3 clusters Score -1562610 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1562956.250000 Penalty: 4668.136719
	Iteration 5F: 3 clusters Score -1562956 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1563340.750000 Penalty: 4668.136719
	Iteration 6Q: 3 clusters Score -1563341 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1563755.875000 Penalty: 4668.136719
	Iteration 7Q: 3 clusters Score -1563756 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1564189.500000 Penalty: 4668.136719
	Iteration 8Q: 3 clusters Score -1564190 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1564622.125000 Penalty: 4668.136719
	Iteration 9Q: 3 clusters Score -1564622 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1564968.750000 Penalty: 4668.136719
	Iteration 10Q: 3 clusters Score -1564969 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1565177.625000 Penalty: 4668.136719
	Iteration 11Q: 3 clusters Score -1565178 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1565313.375000 Penalty: 4668.136719
	Iteration 12Q: 3 clusters Score -1565313 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1565417.125000 Penalty: 4668.136719
	Iteration 13Q: 3 clusters Score -1565417 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1565479.250000 Penalty: 4668.136719
	Iteration 14Q: 3 clusters Score -1565479 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1565532.625000 Penalty: 4668.136719
	Iteration 15Q: 3 clusters Score -1565533 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1565563.875000 Penalty: 4668.136719
	Iteration 16Q: 3 clusters Score -1565564 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1565588.000000 Penalty: 4668.136719
	Iteration 17Q: 3 clusters Score -1565588 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1565619.125000 Penalty: 4668.136719
	Iteration 18Q: 3 clusters Score -1565619 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1565658.625000 Penalty: 4668.136719
	Iteration 19Q: 3 clusters Score -1565659 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1565682.625000 Penalty: 4668.136719
	Iteration 20F: 3 clusters Score -1565683 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1565698.875000 Penalty: 4668.136719
	Iteration 21Q: 3 clusters Score -1565699 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1565715.250000 Penalty: 4668.136719
	Iteration 22Q: 3 clusters Score -1565715 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1565734.000000 Penalty: 4668.136719
	Iteration 23Q: 3 clusters Score -1565734 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1565742.000000 Penalty: 4668.136719
	Iteration 24Q: 3 clusters Score -1565742 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1565759.000000 Penalty: 4668.136719
	Iteration 25Q: 3 clusters Score -1565759 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1565773.500000 Penalty: 4668.136719
	Iteration 26Q: 3 clusters Score -1565774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1565786.000000 Penalty: 4668.136719
	Iteration 27Q: 3 clusters Score -1565786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1565787.250000 Penalty: 4668.136719
	Iteration 28Q: 3 clusters Score -1565787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1565795.750000 Penalty: 4668.136719
	Iteration 29Q: 3 clusters Score -1565796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1565799.625000 Penalty: 4668.136719
	Iteration 30Q: 3 clusters Score -1565800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1565802.375000 Penalty: 4668.136719
	Iteration 31Q: 3 clusters Score -1565802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1565802.500000 Penalty: 4668.136719
	Iteration 32Q: 3 clusters Score -1565802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1565809.250000 Penalty: 4668.136719
	Iteration 33Q: 3 clusters Score -1565809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1565812.625000 Penalty: 4668.136719
	Iteration 34Q: 3 clusters Score -1565813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1565814.000000 Penalty: 4668.136719
	Iteration 35Q: 3 clusters Score -1565814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1565813.875000 Penalty: 4668.136719
	Iteration 36Q: 3 clusters Score -1565814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1565815.750000 Penalty: 4668.136719
	Iteration 37Q: 3 clusters Score -1565816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1565815.750000 Penalty: 4668.136719
	Iteration 38Q: 3 clusters Score -1565816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1565816.750000 Penalty: 4668.136719
	Iteration 39Q: 3 clusters Score -1565817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1565817.750000 Penalty: 4668.136719
	Iteration 40F: 3 clusters Score -1565818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1565817.375000 Penalty: 4668.136719
	Iteration 41Q: 3 clusters Score -1565817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1565816.875000 Penalty: 4668.136719
	Iteration 42Q: 3 clusters Score -1565817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1565814.750000 Penalty: 4668.136719
	Iteration 43Q: 3 clusters Score -1565815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1565819.125000 Penalty: 4668.136719
	Iteration 44Q: 3 clusters Score -1565819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1565818.625000 Penalty: 4668.136719
	Iteration 45Q: 3 clusters Score -1565819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1565818.625000 Penalty: 4668.136719
	Iteration 46Q: 3 clusters Score -1565819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1565821.500000 Penalty: 4668.136719
	Iteration 47Q: 3 clusters Score -1565822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1565824.250000 Penalty: 4668.136719
	Iteration 48Q: 3 clusters Score -1565824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1565824.250000 Penalty: 4668.136719
	Iteration 49F: 3 clusters Score -1565824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Entering Unmasked Estep 
Score: -246301.046875 Penalty: 1887.368774
	Iteration 0F: 2 clusters Score -246301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -243663.781250 Penalty: 3774.737549
	Iteration 0F: 3 clusters Score -243663.8 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -244109.515625 Penalty: 3774.737549
	Iteration 1F: 3 clusters Score -244109.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -244240.109375 Penalty: 3774.737549
	Iteration 2F: 3 clusters Score -244240.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -244318.984375 Penalty: 3774.737549
	Iteration 3Q: 3 clusters Score -244319 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -244383.015625 Penalty: 3774.737549
	Iteration 4Q: 3 clusters Score -244383 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -244431.140625 Penalty: 3774.737549
	Iteration 5Q: 3 clusters Score -244431.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -244469.093750 Penalty: 3774.737549
	Iteration 6Q: 3 clusters Score -244469.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -244494.562500 Penalty: 3774.737549
	Iteration 7Q: 3 clusters Score -244494.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -244512.218750 Penalty: 3774.737549
	Iteration 8Q: 3 clusters Score -244512.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -244529.156250 Penalty: 3774.737549
	Iteration 9Q: 3 clusters Score -244529.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -244548.531250 Penalty: 3774.737549
	Iteration 10Q: 3 clusters Score -244548.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -244571.218750 Penalty: 3774.737549
	Iteration 11Q: 3 clusters Score -244571.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -244586.921875 Penalty: 3774.737549
	Iteration 12Q: 3 clusters Score -244586.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -244595.500000 Penalty: 3774.737549
	Iteration 13Q: 3 clusters Score -244595.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -244607.968750 Penalty: 3774.737549
	Iteration 14Q: 3 clusters Score -244608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -244623.343750 Penalty: 3774.737549
	Iteration 15Q: 3 clusters Score -244623.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -244632.296875 Penalty: 3774.737549
	Iteration 16Q: 3 clusters Score -244632.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -244637.921875 Penalty: 3774.737549
	Iteration 17Q: 3 clusters Score -244637.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -244643.671875 Penalty: 3774.737549
	Iteration 18Q: 3 clusters Score -244643.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -244648.781250 Penalty: 3774.737549
	Iteration 19Q: 3 clusters Score -244648.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -244651.609375 Penalty: 3774.737549
	Iteration 20F: 3 clusters Score -244651.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -244655.578125 Penalty: 3774.737549
	Iteration 21Q: 3 clusters Score -244655.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -244657.421875 Penalty: 3774.737549
	Iteration 22Q: 3 clusters Score -244657.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -244661.328125 Penalty: 3774.737549
	Iteration 23Q: 3 clusters Score -244661.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -244668.593750 Penalty: 3774.737549
	Iteration 24Q: 3 clusters Score -244668.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -244671.937500 Penalty: 3774.737549
	Iteration 25Q: 3 clusters Score -244671.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -244674.093750 Penalty: 3774.737549
	Iteration 26Q: 3 clusters Score -244674.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -244676.718750 Penalty: 3774.737549
	Iteration 27Q: 3 clusters Score -244676.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -244678.140625 Penalty: 3774.737549
	Iteration 28Q: 3 clusters Score -244678.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -244678.468750 Penalty: 3774.737549
	Iteration 29Q: 3 clusters Score -244678.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -244678.468750 Penalty: 3774.737549
	Iteration 30F: 3 clusters Score -244678.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Entering Unmasked Estep 
Score: -1035206.687500 Penalty: 2228.855713
	Iteration 0F: 2 clusters Score -1035207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1028733.437500 Penalty: 4457.711426
	Iteration 0F: 3 clusters Score -1028733 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1030474.500000 Penalty: 4457.711426
	Iteration 1F: 3 clusters Score -1030474 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1030692.687500 Penalty: 4457.711426
	Iteration 2F: 3 clusters Score -1030693 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1030840.187500 Penalty: 4457.711426
	Iteration 3Q: 3 clusters Score -1030840 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1030956.312500 Penalty: 4457.711426
	Iteration 4Q: 3 clusters Score -1030956 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1031040.812500 Penalty: 4457.711426
	Iteration 5Q: 3 clusters Score -1031041 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1031117.187500 Penalty: 4457.711426
	Iteration 6Q: 3 clusters Score -1031117 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1031170.125000 Penalty: 4457.711426
	Iteration 7Q: 3 clusters Score -1031170 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1031214.062500 Penalty: 4457.711426
	Iteration 8Q: 3 clusters Score -1031214 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1031248.187500 Penalty: 4457.711426
	Iteration 9Q: 3 clusters Score -1031248 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1031277.125000 Penalty: 4457.711426
	Iteration 10Q: 3 clusters Score -1031277 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1031297.937500 Penalty: 4457.711426
	Iteration 11Q: 3 clusters Score -1031298 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1031320.562500 Penalty: 4457.711426
	Iteration 12Q: 3 clusters Score -1031321 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1031333.875000 Penalty: 4457.711426
	Iteration 13Q: 3 clusters Score -1031334 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1031346.625000 Penalty: 4457.711426
	Iteration 14Q: 3 clusters Score -1031347 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1031360.312500 Penalty: 4457.711426
	Iteration 15Q: 3 clusters Score -1031360 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1031372.687500 Penalty: 4457.711426
	Iteration 16Q: 3 clusters Score -1031373 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1031383.062500 Penalty: 4457.711426
	Iteration 17Q: 3 clusters Score -1031383 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1031396.375000 Penalty: 4457.711426
	Iteration 18Q: 3 clusters Score -1031396 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1031404.937500 Penalty: 4457.711426
	Iteration 19Q: 3 clusters Score -1031405 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1031414.000000 Penalty: 4457.711426
	Iteration 20F: 3 clusters Score -1031414 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1031421.750000 Penalty: 4457.711426
	Iteration 21Q: 3 clusters Score -1031422 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1031429.437500 Penalty: 4457.711426
	Iteration 22Q: 3 clusters Score -1031429 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1031434.250000 Penalty: 4457.711426
	Iteration 23Q: 3 clusters Score -1031434 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1031443.812500 Penalty: 4457.711426
	Iteration 24Q: 3 clusters Score -1031444 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1031453.812500 Penalty: 4457.711426
	Iteration 25Q: 3 clusters Score -1031454 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1031463.250000 Penalty: 4457.711426
	Iteration 26Q: 3 clusters Score -1031463 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1031473.625000 Penalty: 4457.711426
	Iteration 27Q: 3 clusters Score -1031474 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1031480.250000 Penalty: 4457.711426
	Iteration 28Q: 3 clusters Score -1031480 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1031487.062500 Penalty: 4457.711426
	Iteration 29Q: 3 clusters Score -1031487 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1031498.937500 Penalty: 4457.711426
	Iteration 30Q: 3 clusters Score -1031499 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1031504.937500 Penalty: 4457.711426
	Iteration 31Q: 3 clusters Score -1031505 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1031512.437500 Penalty: 4457.711426
	Iteration 32Q: 3 clusters Score -1031512 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1031520.312500 Penalty: 4457.711426
	Iteration 33Q: 3 clusters Score -1031520 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1031529.125000 Penalty: 4457.711426
	Iteration 34Q: 3 clusters Score -1031529 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1031533.562500 Penalty: 4457.711426
	Iteration 35Q: 3 clusters Score -1031534 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1031541.375000 Penalty: 4457.711426
	Iteration 36Q: 3 clusters Score -1031541 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1031551.437500 Penalty: 4457.711426
	Iteration 37Q: 3 clusters Score -1031551 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1031567.812500 Penalty: 4457.711426
	Iteration 38Q: 3 clusters Score -1031568 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1031580.937500 Penalty: 4457.711426
	Iteration 39Q: 3 clusters Score -1031581 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1031602.312500 Penalty: 4457.711426
	Iteration 40F: 3 clusters Score -1031602 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1031625.875000 Penalty: 4457.711426
	Iteration 41Q: 3 clusters Score -1031626 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1031640.875000 Penalty: 4457.711426
	Iteration 42Q: 3 clusters Score -1031641 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1031659.812500 Penalty: 4457.711426
	Iteration 43Q: 3 clusters Score -1031660 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1031685.750000 Penalty: 4457.711426
	Iteration 44Q: 3 clusters Score -1031686 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1031708.812500 Penalty: 4457.711426
	Iteration 45Q: 3 clusters Score -1031709 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1031733.125000 Penalty: 4457.711426
	Iteration 46Q: 3 clusters Score -1031733 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1031759.687500 Penalty: 4457.711426
	Iteration 47Q: 3 clusters Score -1031760 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1031784.000000 Penalty: 4457.711426
	Iteration 48Q: 3 clusters Score -1031784 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1031822.750000 Penalty: 4457.711426
	Iteration 49Q: 3 clusters Score -1031823 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1031871.875000 Penalty: 4457.711426
	Iteration 50Q: 3 clusters Score -1031872 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1031931.062500 Penalty: 4457.711426
	Iteration 51Q: 3 clusters Score -1031931 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1031995.875000 Penalty: 4457.711426
	Iteration 52Q: 3 clusters Score -1031996 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1032061.312500 Penalty: 4457.711426
	Iteration 53Q: 3 clusters Score -1032061 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1032125.500000 Penalty: 4457.711426
	Iteration 54Q: 3 clusters Score -1032126 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1032191.062500 Penalty: 4457.711426
	Iteration 55Q: 3 clusters Score -1032191 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1032267.375000 Penalty: 4457.711426
	Iteration 56Q: 3 clusters Score -1032267 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1032356.500000 Penalty: 4457.711426
	Iteration 57Q: 3 clusters Score -1032356 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1032429.750000 Penalty: 4457.711426
	Iteration 58Q: 3 clusters Score -1032430 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1032494.312500 Penalty: 4457.711426
	Iteration 59Q: 3 clusters Score -1032494 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1032550.562500 Penalty: 4457.711426
	Iteration 60F: 3 clusters Score -1032551 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1032605.812500 Penalty: 4457.711426
	Iteration 61Q: 3 clusters Score -1032606 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1032657.875000 Penalty: 4457.711426
	Iteration 62Q: 3 clusters Score -1032658 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1032709.625000 Penalty: 4457.711426
	Iteration 63Q: 3 clusters Score -1032710 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1032767.000000 Penalty: 4457.711426
	Iteration 64Q: 3 clusters Score -1032767 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1032818.500000 Penalty: 4457.711426
	Iteration 65Q: 3 clusters Score -1032818 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1032869.812500 Penalty: 4457.711426
	Iteration 66Q: 3 clusters Score -1032870 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1032912.562500 Penalty: 4457.711426
	Iteration 67Q: 3 clusters Score -1032913 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1032943.812500 Penalty: 4457.711426
	Iteration 68Q: 3 clusters Score -1032944 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1032964.500000 Penalty: 4457.711426
	Iteration 69Q: 3 clusters Score -1032964 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1032985.187500 Penalty: 4457.711426
	Iteration 70Q: 3 clusters Score -1032985 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1033000.562500 Penalty: 4457.711426
	Iteration 71Q: 3 clusters Score -1033001 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1033015.812500 Penalty: 4457.711426
	Iteration 72Q: 3 clusters Score -1033016 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1033034.812500 Penalty: 4457.711426
	Iteration 73Q: 3 clusters Score -1033035 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1033055.812500 Penalty: 4457.711426
	Iteration 74Q: 3 clusters Score -1033056 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1033070.437500 Penalty: 4457.711426
	Iteration 75Q: 3 clusters Score -1033070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1033079.500000 Penalty: 4457.711426
	Iteration 76Q: 3 clusters Score -1033080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1033086.000000 Penalty: 4457.711426
	Iteration 77Q: 3 clusters Score -1033086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1033096.500000 Penalty: 4457.711426
	Iteration 78Q: 3 clusters Score -1033096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1033104.000000 Penalty: 4457.711426
	Iteration 79Q: 3 clusters Score -1033104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1033108.312500 Penalty: 4457.711426
	Iteration 80F: 3 clusters Score -1033108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1033112.500000 Penalty: 4457.711426
	Iteration 81Q: 3 clusters Score -1033112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1033117.562500 Penalty: 4457.711426
	Iteration 82Q: 3 clusters Score -1033118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1033125.250000 Penalty: 4457.711426
	Iteration 83Q: 3 clusters Score -1033125 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1033132.625000 Penalty: 4457.711426
	Iteration 84Q: 3 clusters Score -1033133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1033138.687500 Penalty: 4457.711426
	Iteration 85Q: 3 clusters Score -1033139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1033145.812500 Penalty: 4457.711426
	Iteration 86Q: 3 clusters Score -1033146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1033151.062500 Penalty: 4457.711426
	Iteration 87Q: 3 clusters Score -1033151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1033152.812500 Penalty: 4457.711426
	Iteration 88Q: 3 clusters Score -1033153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1033154.937500 Penalty: 4457.711426
	Iteration 89Q: 3 clusters Score -1033155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1033157.312500 Penalty: 4457.711426
	Iteration 90Q: 3 clusters Score -1033157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1033160.625000 Penalty: 4457.711426
	Iteration 91Q: 3 clusters Score -1033161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1033160.687500 Penalty: 4457.711426
	Iteration 92Q: 3 clusters Score -1033161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1033161.937500 Penalty: 4457.711426
	Iteration 93Q: 3 clusters Score -1033162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1033162.437500 Penalty: 4457.711426
	Iteration 94Q: 3 clusters Score -1033162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1033163.687500 Penalty: 4457.711426
	Iteration 95Q: 3 clusters Score -1033164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1033164.562500 Penalty: 4457.711426
	Iteration 96Q: 3 clusters Score -1033165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1033164.562500 Penalty: 4457.711426
	Iteration 97F: 3 clusters Score -1033165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Entering Unmasked Estep 
Score: -268355.062500 Penalty: 1905.826416
	Iteration 0F: 2 clusters Score -268355.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -265648.593750 Penalty: 3811.652832
	Iteration 0F: 3 clusters Score -265648.6 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -266528.937500 Penalty: 3811.652832
	Iteration 1F: 3 clusters Score -266528.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -267323.031250 Penalty: 3811.652832
	Iteration 2F: 3 clusters Score -267323 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -267847.562500 Penalty: 3811.652832
	Iteration 3F: 3 clusters Score -267847.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -268108.593750 Penalty: 3811.652832
	Iteration 4F: 3 clusters Score -268108.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -268271.562500 Penalty: 3811.652832
	Iteration 5Q: 3 clusters Score -268271.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -268364.375000 Penalty: 3811.652832
	Iteration 6Q: 3 clusters Score -268364.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -268423.062500 Penalty: 3811.652832
	Iteration 7Q: 3 clusters Score -268423.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -268474.968750 Penalty: 3811.652832
	Iteration 8Q: 3 clusters Score -268475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -268500.468750 Penalty: 3811.652832
	Iteration 9Q: 3 clusters Score -268500.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -268507.531250 Penalty: 3811.652832
	Iteration 10Q: 3 clusters Score -268507.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -268508.906250 Penalty: 3811.652832
	Iteration 11Q: 3 clusters Score -268508.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -268508.906250 Penalty: 3811.652832
	Iteration 12F: 3 clusters Score -268508.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 1780 members 
Mstep: Class 6 contains 210219 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4739 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42556 members 
Mstep: Class 11 contains 20332 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8451 members 
Mstep: Class 14 contains 98020 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7674 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19651 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 243 members 
Mstep: Class 25 contains 395 members 
Entering Unmasked Estep 
Score: -57773308.000000 Penalty: 80858.523438
Splitting cluster 5 changes total score from -57774592.000000 to -57773308.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (210219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210219 members 
Entering Unmasked Estep 
Score: -26555626.000000 Penalty: 3039.464355
	Iteration 0F: 2 clusters Score -2.655563e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105290 members 
Mstep: Class 2 contains 104929 members 
Entering Unmasked Estep 
Score: -26421270.000000 Penalty: 6078.928711
	Iteration 0F: 3 clusters Score -2.642127e+07 nChanged 101066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105668 members 
Mstep: Class 2 contains 104551 members 
Entering Unmasked Estep 
Score: -26480548.000000 Penalty: 6078.928711
	Iteration 1F: 3 clusters Score -2.648055e+07 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105808 members 
Mstep: Class 2 contains 104411 members 
Entering Unmasked Estep 
Score: -26481966.000000 Penalty: 6078.928711
	Iteration 2Q: 3 clusters Score -2.648197e+07 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105952 members 
Mstep: Class 2 contains 104267 members 
Entering Unmasked Estep 
Score: -26483672.000000 Penalty: 6078.928711
	Iteration 3Q: 3 clusters Score -2.648367e+07 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106144 members 
Mstep: Class 2 contains 104075 members 
Entering Unmasked Estep 
Score: -26486044.000000 Penalty: 6078.928711
	Iteration 4Q: 3 clusters Score -2.648604e+07 nChanged 8066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106662 members 
Mstep: Class 2 contains 103557 members 
Entering Unmasked Estep 
Score: -26488756.000000 Penalty: 6078.928711
	Iteration 5Q: 3 clusters Score -2.648876e+07 nChanged 8767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107451 members 
Mstep: Class 2 contains 102768 members 
Entering Unmasked Estep 
Score: -26492100.000000 Penalty: 6078.928711
	Iteration 6Q: 3 clusters Score -2.64921e+07 nChanged 9478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108695 members 
Mstep: Class 2 contains 101524 members 
Entering Unmasked Estep 
Score: -26496188.000000 Penalty: 6078.928711
	Iteration 7Q: 3 clusters Score -2.649619e+07 nChanged 10070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110619 members 
Mstep: Class 2 contains 99600 members 
Entering Unmasked Estep 
Score: -26500708.000000 Penalty: 6078.928711
	Iteration 8Q: 3 clusters Score -2.650071e+07 nChanged 10432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113393 members 
Mstep: Class 2 contains 96826 members 
Entering Unmasked Estep 
Score: -26505894.000000 Penalty: 6078.928711
	Iteration 9Q: 3 clusters Score -2.650589e+07 nChanged 10542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117153 members 
Mstep: Class 2 contains 93066 members 
Entering Unmasked Estep 
Score: -26511338.000000 Penalty: 6078.928711
	Iteration 10F: 3 clusters Score -2.651134e+07 nChanged 10148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121273 members 
Mstep: Class 2 contains 88946 members 
Entering Unmasked Estep 
Score: -26516552.000000 Penalty: 6078.928711
	Iteration 11Q: 3 clusters Score -2.651655e+07 nChanged 8954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125129 members 
Mstep: Class 2 contains 85090 members 
Entering Unmasked Estep 
Score: -26520766.000000 Penalty: 6078.928711
	Iteration 12Q: 3 clusters Score -2.652077e+07 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128565 members 
Mstep: Class 2 contains 81654 members 
Entering Unmasked Estep 
Score: -26523560.000000 Penalty: 6078.928711
	Iteration 13Q: 3 clusters Score -2.652356e+07 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131544 members 
Mstep: Class 2 contains 78675 members 
Entering Unmasked Estep 
Score: -26525192.000000 Penalty: 6078.928711
	Iteration 14Q: 3 clusters Score -2.652519e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134335 members 
Mstep: Class 2 contains 75884 members 
Entering Unmasked Estep 
Score: -26526398.000000 Penalty: 6078.928711
	Iteration 15Q: 3 clusters Score -2.65264e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137028 members 
Mstep: Class 2 contains 73191 members 
Entering Unmasked Estep 
Score: -26527278.000000 Penalty: 6078.928711
	Iteration 16Q: 3 clusters Score -2.652728e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139776 members 
Mstep: Class 2 contains 70443 members 
Entering Unmasked Estep 
Score: -26527836.000000 Penalty: 6078.928711
	Iteration 17Q: 3 clusters Score -2.652784e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142656 members 
Mstep: Class 2 contains 67563 members 
Entering Unmasked Estep 
Score: -26528536.000000 Penalty: 6078.928711
	Iteration 18Q: 3 clusters Score -2.652854e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145749 members 
Mstep: Class 2 contains 64470 members 
Entering Unmasked Estep 
Score: -26529364.000000 Penalty: 6078.928711
	Iteration 19Q: 3 clusters Score -2.652936e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149087 members 
Mstep: Class 2 contains 61132 members 
Entering Unmasked Estep 
Score: -26530108.000000 Penalty: 6078.928711
	Iteration 20F: 3 clusters Score -2.653011e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152653 members 
Mstep: Class 2 contains 57566 members 
Entering Unmasked Estep 
Score: -26531020.000000 Penalty: 6078.928711
	Iteration 21Q: 3 clusters Score -2.653102e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156441 members 
Mstep: Class 2 contains 53778 members 
Entering Unmasked Estep 
Score: -26532258.000000 Penalty: 6078.928711
	Iteration 22Q: 3 clusters Score -2.653226e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160515 members 
Mstep: Class 2 contains 49704 members 
Entering Unmasked Estep 
Score: -26533392.000000 Penalty: 6078.928711
	Iteration 23Q: 3 clusters Score -2.653339e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164801 members 
Mstep: Class 2 contains 45418 members 
Entering Unmasked Estep 
Score: -26534578.000000 Penalty: 6078.928711
	Iteration 24Q: 3 clusters Score -2.653458e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169163 members 
Mstep: Class 2 contains 41056 members 
Entering Unmasked Estep 
Score: -26536164.000000 Penalty: 6078.928711
	Iteration 25Q: 3 clusters Score -2.653616e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173587 members 
Mstep: Class 2 contains 36632 members 
Entering Unmasked Estep 
Score: -26537830.000000 Penalty: 6078.928711
	Iteration 26Q: 3 clusters Score -2.653783e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178047 members 
Mstep: Class 2 contains 32172 members 
Entering Unmasked Estep 
Score: -26539716.000000 Penalty: 6078.928711
	Iteration 27Q: 3 clusters Score -2.653972e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182480 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -26541434.000000 Penalty: 6078.928711
	Iteration 28Q: 3 clusters Score -2.654143e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186878 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -26543416.000000 Penalty: 6078.928711
	Iteration 29Q: 3 clusters Score -2.654342e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191219 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -26545622.000000 Penalty: 6078.928711
	Iteration 30Q: 3 clusters Score -2.654562e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195326 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -26547644.000000 Penalty: 6078.928711
	Iteration 31Q: 3 clusters Score -2.654764e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199135 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -26549472.000000 Penalty: 6078.928711
	Iteration 32Q: 3 clusters Score -2.654947e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202418 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -26550888.000000 Penalty: 6078.928711
	Iteration 33Q: 3 clusters Score -2.655089e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204952 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -26551936.000000 Penalty: 6078.928711
	Iteration 34Q: 3 clusters Score -2.655194e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206734 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -26552548.000000 Penalty: 6078.928711
	Iteration 35Q: 3 clusters Score -2.655255e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207854 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -26552816.000000 Penalty: 6078.928711
	Iteration 36Q: 3 clusters Score -2.655282e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208547 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -26552914.000000 Penalty: 6078.928711
	Iteration 37Q: 3 clusters Score -2.655291e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208989 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -26553106.000000 Penalty: 6078.928711
	Iteration 38Q: 3 clusters Score -2.655311e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209242 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -26553208.000000 Penalty: 6078.928711
	Iteration 39Q: 3 clusters Score -2.655321e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209371 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -26553210.000000 Penalty: 6078.928711
	Iteration 40F: 3 clusters Score -2.655321e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209456 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -26553232.000000 Penalty: 6078.928711
	Iteration 41Q: 3 clusters Score -2.655323e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209504 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -26553230.000000 Penalty: 6078.928711
	Iteration 42Q: 3 clusters Score -2.655323e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209531 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -26553264.000000 Penalty: 6078.928711
	Iteration 43Q: 3 clusters Score -2.655326e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209544 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -26553264.000000 Penalty: 6078.928711
	Iteration 44Q: 3 clusters Score -2.655326e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209566 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -26553278.000000 Penalty: 6078.928711
	Iteration 45Q: 3 clusters Score -2.655328e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209579 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -26553292.000000 Penalty: 6078.928711
	Iteration 46Q: 3 clusters Score -2.655329e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209589 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -26553292.000000 Penalty: 6078.928711
	Iteration 47Q: 3 clusters Score -2.655329e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209600 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -26553294.000000 Penalty: 6078.928711
	Iteration 48Q: 3 clusters Score -2.655329e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209608 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -26553324.000000 Penalty: 6078.928711
	Iteration 49Q: 3 clusters Score -2.655332e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209615 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -26553298.000000 Penalty: 6078.928711
	Iteration 50Q: 3 clusters Score -2.65533e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209620 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -26553308.000000 Penalty: 6078.928711
	Iteration 51Q: 3 clusters Score -2.655331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209626 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -26553318.000000 Penalty: 6078.928711
	Iteration 52Q: 3 clusters Score -2.655332e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209632 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -26553336.000000 Penalty: 6078.928711
	Iteration 53Q: 3 clusters Score -2.655334e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209638 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -26553338.000000 Penalty: 6078.928711
	Iteration 54Q: 3 clusters Score -2.655334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209641 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -26553334.000000 Penalty: 6078.928711
	Iteration 55Q: 3 clusters Score -2.655333e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209641 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -26553334.000000 Penalty: 6078.928711
	Iteration 56F: 3 clusters Score -2.655333e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Entering Unmasked Estep 
Score: -65321.929688 Penalty: 1578.458252
	Iteration 0F: 2 clusters Score -65321.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -63717.214844 Penalty: 3156.916504
	Iteration 0F: 3 clusters Score -63717.21 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -63900.769531 Penalty: 3156.916504
	Iteration 1F: 3 clusters Score -63900.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -63953.921875 Penalty: 3156.916504
	Iteration 2Q: 3 clusters Score -63953.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -63992.164062 Penalty: 3156.916504
	Iteration 3Q: 3 clusters Score -63992.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -64006.835938 Penalty: 3156.916504
	Iteration 4Q: 3 clusters Score -64006.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -64020.929688 Penalty: 3156.916504
	Iteration 5Q: 3 clusters Score -64020.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -64036.164062 Penalty: 3156.916504
	Iteration 6Q: 3 clusters Score -64036.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -64041.121094 Penalty: 3156.916504
	Iteration 7Q: 3 clusters Score -64041.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -64044.890625 Penalty: 3156.916504
	Iteration 8Q: 3 clusters Score -64044.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -64048.738281 Penalty: 3156.916504
	Iteration 9Q: 3 clusters Score -64048.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -64050.867188 Penalty: 3156.916504
	Iteration 10Q: 3 clusters Score -64050.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -64052.652344 Penalty: 3156.916504
	Iteration 11Q: 3 clusters Score -64052.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -64058.703125 Penalty: 3156.916504
	Iteration 12Q: 3 clusters Score -64058.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -64062.699219 Penalty: 3156.916504
	Iteration 13Q: 3 clusters Score -64062.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -64068.070312 Penalty: 3156.916504
	Iteration 14Q: 3 clusters Score -64068.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -64072.984375 Penalty: 3156.916504
	Iteration 15Q: 3 clusters Score -64072.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -64084.488281 Penalty: 3156.916504
	Iteration 16Q: 3 clusters Score -64084.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -64100.917969 Penalty: 3156.916504
	Iteration 17Q: 3 clusters Score -64100.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -64106.296875 Penalty: 3156.916504
	Iteration 18Q: 3 clusters Score -64106.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -64109.765625 Penalty: 3156.916504
	Iteration 19Q: 3 clusters Score -64109.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -64109.765625 Penalty: 3156.916504
	Iteration 20F: 3 clusters Score -64109.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Entering Unmasked Estep 
Score: -598990.000000 Penalty: 2098.968018
	Iteration 0F: 2 clusters Score -598990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -594562.937500 Penalty: 4197.936035
	Iteration 0F: 3 clusters Score -594562.9 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -595648.812500 Penalty: 4197.936035
	Iteration 1F: 3 clusters Score -595648.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -595904.187500 Penalty: 4197.936035
	Iteration 2F: 3 clusters Score -595904.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -596063.812500 Penalty: 4197.936035
	Iteration 3F: 3 clusters Score -596063.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -596179.937500 Penalty: 4197.936035
	Iteration 4Q: 3 clusters Score -596179.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -596268.812500 Penalty: 4197.936035
	Iteration 5Q: 3 clusters Score -596268.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -596333.875000 Penalty: 4197.936035
	Iteration 6Q: 3 clusters Score -596333.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -596392.625000 Penalty: 4197.936035
	Iteration 7Q: 3 clusters Score -596392.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -596437.000000 Penalty: 4197.936035
	Iteration 8Q: 3 clusters Score -596437 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -596473.562500 Penalty: 4197.936035
	Iteration 9Q: 3 clusters Score -596473.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -596502.250000 Penalty: 4197.936035
	Iteration 10Q: 3 clusters Score -596502.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -596523.687500 Penalty: 4197.936035
	Iteration 11Q: 3 clusters Score -596523.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -596547.000000 Penalty: 4197.936035
	Iteration 12Q: 3 clusters Score -596547 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -596572.437500 Penalty: 4197.936035
	Iteration 13Q: 3 clusters Score -596572.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -596601.812500 Penalty: 4197.936035
	Iteration 14Q: 3 clusters Score -596601.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -596644.125000 Penalty: 4197.936035
	Iteration 15Q: 3 clusters Score -596644.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -596703.250000 Penalty: 4197.936035
	Iteration 16Q: 3 clusters Score -596703.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -596780.687500 Penalty: 4197.936035
	Iteration 17Q: 3 clusters Score -596780.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -596889.625000 Penalty: 4197.936035
	Iteration 18Q: 3 clusters Score -596889.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -597023.062500 Penalty: 4197.936035
	Iteration 19Q: 3 clusters Score -597023.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -597130.250000 Penalty: 4197.936035
	Iteration 20F: 3 clusters Score -597130.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -597223.562500 Penalty: 4197.936035
	Iteration 21Q: 3 clusters Score -597223.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -597322.062500 Penalty: 4197.936035
	Iteration 22Q: 3 clusters Score -597322.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -597423.625000 Penalty: 4197.936035
	Iteration 23Q: 3 clusters Score -597423.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -597531.125000 Penalty: 4197.936035
	Iteration 24Q: 3 clusters Score -597531.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -597646.937500 Penalty: 4197.936035
	Iteration 25Q: 3 clusters Score -597646.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -597738.562500 Penalty: 4197.936035
	Iteration 26Q: 3 clusters Score -597738.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -597797.687500 Penalty: 4197.936035
	Iteration 27Q: 3 clusters Score -597797.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -597842.312500 Penalty: 4197.936035
	Iteration 28Q: 3 clusters Score -597842.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -597871.875000 Penalty: 4197.936035
	Iteration 29Q: 3 clusters Score -597871.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -597886.937500 Penalty: 4197.936035
	Iteration 30Q: 3 clusters Score -597886.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -597898.625000 Penalty: 4197.936035
	Iteration 31Q: 3 clusters Score -597898.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -597903.937500 Penalty: 4197.936035
	Iteration 32Q: 3 clusters Score -597903.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -597907.500000 Penalty: 4197.936035
	Iteration 33Q: 3 clusters Score -597907.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -597907.000000 Penalty: 4197.936035
	Iteration 34Q: 3 clusters Score -597907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -597908.937500 Penalty: 4197.936035
	Iteration 35Q: 3 clusters Score -597908.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -597910.187500 Penalty: 4197.936035
	Iteration 36Q: 3 clusters Score -597910.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -597910.812500 Penalty: 4197.936035
	Iteration 37Q: 3 clusters Score -597910.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -597910.625000 Penalty: 4197.936035
	Iteration 38Q: 3 clusters Score -597910.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -597911.500000 Penalty: 4197.936035
	Iteration 39Q: 3 clusters Score -597911.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -597911.500000 Penalty: 4197.936035
	Iteration 40F: 3 clusters Score -597911.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -58336.835938 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -58336.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -56761.296875 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -56761.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -56994.609375 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -56994.61 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -57118.613281 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -57118.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -57231.500000 Penalty: 3128.816650
	Iteration 3Q: 3 clusters Score -57231.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -57335.132812 Penalty: 3128.816650
	Iteration 4Q: 3 clusters Score -57335.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -57441.601562 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -57441.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -57544.265625 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -57544.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -57628.722656 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -57628.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -57726.945312 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -57726.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -57800.203125 Penalty: 3128.816650
	Iteration 9Q: 3 clusters Score -57800.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -57878.500000 Penalty: 3128.816650
	Iteration 10Q: 3 clusters Score -57878.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -57930.496094 Penalty: 3128.816650
	Iteration 11Q: 3 clusters Score -57930.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -57951.019531 Penalty: 3128.816650
	Iteration 12Q: 3 clusters Score -57951.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -57954.468750 Penalty: 3128.816650
	Iteration 13Q: 3 clusters Score -57954.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -57954.468750 Penalty: 3128.816650
	Iteration 14F: 3 clusters Score -57954.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42556 members 
Entering Unmasked Estep 
Score: -5461627.500000 Penalty: 2643.326904
	Iteration 0F: 2 clusters Score -5461628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -5432759.000000 Penalty: 5286.653809
	Iteration 0F: 3 clusters Score -5432759 nChanged 19513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -5443590.000000 Penalty: 5286.653809
	Iteration 1F: 3 clusters Score -5443590 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -5444128.000000 Penalty: 5286.653809
	Iteration 2Q: 3 clusters Score -5444128 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -5444773.000000 Penalty: 5286.653809
	Iteration 3Q: 3 clusters Score -5444773 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -5445560.500000 Penalty: 5286.653809
	Iteration 4Q: 3 clusters Score -5445560 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -5446570.000000 Penalty: 5286.653809
	Iteration 5Q: 3 clusters Score -5446570 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -5447823.000000 Penalty: 5286.653809
	Iteration 6F: 3 clusters Score -5447823 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -5449471.000000 Penalty: 5286.653809
	Iteration 7F: 3 clusters Score -5449471 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -5451562.000000 Penalty: 5286.653809
	Iteration 8F: 3 clusters Score -5451562 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -5453862.500000 Penalty: 5286.653809
	Iteration 9F: 3 clusters Score -5453862 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -5455991.500000 Penalty: 5286.653809
	Iteration 10F: 3 clusters Score -5455992 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -5457494.000000 Penalty: 5286.653809
	Iteration 11Q: 3 clusters Score -5457494 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -5458277.000000 Penalty: 5286.653809
	Iteration 12Q: 3 clusters Score -5458277 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -5458701.000000 Penalty: 5286.653809
	Iteration 13Q: 3 clusters Score -5458701 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -5458929.000000 Penalty: 5286.653809
	Iteration 14Q: 3 clusters Score -5458929 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -5459112.500000 Penalty: 5286.653809
	Iteration 15Q: 3 clusters Score -5459112 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -5459220.000000 Penalty: 5286.653809
	Iteration 16Q: 3 clusters Score -5459220 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -5459273.000000 Penalty: 5286.653809
	Iteration 17Q: 3 clusters Score -5459273 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -5459290.500000 Penalty: 5286.653809
	Iteration 18Q: 3 clusters Score -5459290 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -5459311.500000 Penalty: 5286.653809
	Iteration 19Q: 3 clusters Score -5459312 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -5459328.000000 Penalty: 5286.653809
	Iteration 20F: 3 clusters Score -5459328 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -5459337.000000 Penalty: 5286.653809
	Iteration 21Q: 3 clusters Score -5459337 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -5459358.500000 Penalty: 5286.653809
	Iteration 22Q: 3 clusters Score -5459358 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -5459354.000000 Penalty: 5286.653809
	Iteration 23Q: 3 clusters Score -5459354 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 33112 members 
Entering Unmasked Estep 
Score: -5459356.000000 Penalty: 5286.653809
	Iteration 24Q: 3 clusters Score -5459356 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -5459366.000000 Penalty: 5286.653809
	Iteration 25Q: 3 clusters Score -5459366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -5459365.000000 Penalty: 5286.653809
	Iteration 26Q: 3 clusters Score -5459365 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -5459368.000000 Penalty: 5286.653809
	Iteration 27Q: 3 clusters Score -5459368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
Score: -5459362.500000 Penalty: 5286.653809
	Iteration 28Q: 3 clusters Score -5459362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -5459367.000000 Penalty: 5286.653809
	Iteration 29Q: 3 clusters Score -5459367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -5459359.500000 Penalty: 5286.653809
	Iteration 30Q: 3 clusters Score -5459360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -5459364.000000 Penalty: 5286.653809
	Iteration 31Q: 3 clusters Score -5459364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -5459364.000000 Penalty: 5286.653809
	Iteration 32F: 3 clusters Score -5459364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Entering Unmasked Estep 
Score: -2537286.500000 Penalty: 2460.147949
	Iteration 0F: 2 clusters Score -2537286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2523075.000000 Penalty: 4920.295898
	Iteration 0F: 3 clusters Score -2523075 nChanged 8843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -2527754.250000 Penalty: 4920.295898
	Iteration 1F: 3 clusters Score -2527754 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -2528103.250000 Penalty: 4920.295898
	Iteration 2F: 3 clusters Score -2528103 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -2528392.500000 Penalty: 4920.295898
	Iteration 3Q: 3 clusters Score -2528392 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -2528649.750000 Penalty: 4920.295898
	Iteration 4Q: 3 clusters Score -2528650 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2528884.750000 Penalty: 4920.295898
	Iteration 5Q: 3 clusters Score -2528885 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2529154.250000 Penalty: 4920.295898
	Iteration 6Q: 3 clusters Score -2529154 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -2529433.000000 Penalty: 4920.295898
	Iteration 7Q: 3 clusters Score -2529433 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -2529783.500000 Penalty: 4920.295898
	Iteration 8Q: 3 clusters Score -2529784 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -2530255.500000 Penalty: 4920.295898
	Iteration 9Q: 3 clusters Score -2530256 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -2530826.750000 Penalty: 4920.295898
	Iteration 10Q: 3 clusters Score -2530827 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -2531456.250000 Penalty: 4920.295898
	Iteration 11Q: 3 clusters Score -2531456 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -2532146.750000 Penalty: 4920.295898
	Iteration 12Q: 3 clusters Score -2532147 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2532887.500000 Penalty: 4920.295898
	Iteration 13Q: 3 clusters Score -2532888 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2533613.000000 Penalty: 4920.295898
	Iteration 14Q: 3 clusters Score -2533613 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2534178.250000 Penalty: 4920.295898
	Iteration 15Q: 3 clusters Score -2534178 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2534564.000000 Penalty: 4920.295898
	Iteration 16Q: 3 clusters Score -2534564 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2534831.000000 Penalty: 4920.295898
	Iteration 17Q: 3 clusters Score -2534831 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2534991.000000 Penalty: 4920.295898
	Iteration 18Q: 3 clusters Score -2534991 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2535078.750000 Penalty: 4920.295898
	Iteration 19Q: 3 clusters Score -2535079 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2535125.500000 Penalty: 4920.295898
	Iteration 20F: 3 clusters Score -2535126 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2535159.750000 Penalty: 4920.295898
	Iteration 21Q: 3 clusters Score -2535160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2535179.500000 Penalty: 4920.295898
	Iteration 22Q: 3 clusters Score -2535180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2535189.000000 Penalty: 4920.295898
	Iteration 23Q: 3 clusters Score -2535189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2535202.500000 Penalty: 4920.295898
	Iteration 24Q: 3 clusters Score -2535202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2535217.250000 Penalty: 4920.295898
	Iteration 25Q: 3 clusters Score -2535217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2535227.000000 Penalty: 4920.295898
	Iteration 26Q: 3 clusters Score -2535227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2535230.750000 Penalty: 4920.295898
	Iteration 27Q: 3 clusters Score -2535231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2535234.500000 Penalty: 4920.295898
	Iteration 28Q: 3 clusters Score -2535234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2535233.750000 Penalty: 4920.295898
	Iteration 29Q: 3 clusters Score -2535234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2535238.250000 Penalty: 4920.295898
	Iteration 30Q: 3 clusters Score -2535238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2535238.750000 Penalty: 4920.295898
	Iteration 31Q: 3 clusters Score -2535239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2535238.750000 Penalty: 4920.295898
	Iteration 32F: 3 clusters Score -2535239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -81366.664062 Penalty: 1608.945679
	Iteration 0F: 2 clusters Score -81366.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -79690.671875 Penalty: 3217.891357
	Iteration 0F: 3 clusters Score -79690.67 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -79854.500000 Penalty: 3217.891357
	Iteration 1F: 3 clusters Score -79854.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -79904.664062 Penalty: 3217.891357
	Iteration 2F: 3 clusters Score -79904.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -79930.281250 Penalty: 3217.891357
	Iteration 3Q: 3 clusters Score -79930.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -79944.765625 Penalty: 3217.891357
	Iteration 4Q: 3 clusters Score -79944.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -79952.687500 Penalty: 3217.891357
	Iteration 5Q: 3 clusters Score -79952.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -79959.726562 Penalty: 3217.891357
	Iteration 6Q: 3 clusters Score -79959.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -79967.351562 Penalty: 3217.891357
	Iteration 7Q: 3 clusters Score -79967.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -79969.437500 Penalty: 3217.891357
	Iteration 8Q: 3 clusters Score -79969.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -79969.437500 Penalty: 3217.891357
	Iteration 9F: 3 clusters Score -79969.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Entering Unmasked Estep 
Score: -1093245.500000 Penalty: 2242.425781
	Iteration 0F: 2 clusters Score -1093246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1086546.750000 Penalty: 4484.851562
	Iteration 0F: 3 clusters Score -1086547 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1088358.250000 Penalty: 4484.851562
	Iteration 1F: 3 clusters Score -1088358 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1088619.750000 Penalty: 4484.851562
	Iteration 2F: 3 clusters Score -1088620 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1088785.375000 Penalty: 4484.851562
	Iteration 3Q: 3 clusters Score -1088785 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1088898.750000 Penalty: 4484.851562
	Iteration 4Q: 3 clusters Score -1088899 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1088983.500000 Penalty: 4484.851562
	Iteration 5Q: 3 clusters Score -1088984 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1089051.625000 Penalty: 4484.851562
	Iteration 6Q: 3 clusters Score -1089052 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1089111.125000 Penalty: 4484.851562
	Iteration 7Q: 3 clusters Score -1089111 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1089165.250000 Penalty: 4484.851562
	Iteration 8Q: 3 clusters Score -1089165 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1089226.250000 Penalty: 4484.851562
	Iteration 9Q: 3 clusters Score -1089226 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1089274.750000 Penalty: 4484.851562
	Iteration 10Q: 3 clusters Score -1089275 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1089336.125000 Penalty: 4484.851562
	Iteration 11Q: 3 clusters Score -1089336 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1089397.750000 Penalty: 4484.851562
	Iteration 12Q: 3 clusters Score -1089398 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1089456.875000 Penalty: 4484.851562
	Iteration 13Q: 3 clusters Score -1089457 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1089524.625000 Penalty: 4484.851562
	Iteration 14Q: 3 clusters Score -1089525 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1089596.125000 Penalty: 4484.851562
	Iteration 15Q: 3 clusters Score -1089596 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1089681.125000 Penalty: 4484.851562
	Iteration 16Q: 3 clusters Score -1089681 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1089771.250000 Penalty: 4484.851562
	Iteration 17Q: 3 clusters Score -1089771 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1089881.625000 Penalty: 4484.851562
	Iteration 18Q: 3 clusters Score -1089882 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1089985.125000 Penalty: 4484.851562
	Iteration 19Q: 3 clusters Score -1089985 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1090092.375000 Penalty: 4484.851562
	Iteration 20F: 3 clusters Score -1090092 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1090201.500000 Penalty: 4484.851562
	Iteration 21Q: 3 clusters Score -1090202 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1090323.500000 Penalty: 4484.851562
	Iteration 22Q: 3 clusters Score -1090324 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1090469.000000 Penalty: 4484.851562
	Iteration 23Q: 3 clusters Score -1090469 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1090611.500000 Penalty: 4484.851562
	Iteration 24Q: 3 clusters Score -1090612 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1090741.625000 Penalty: 4484.851562
	Iteration 25Q: 3 clusters Score -1090742 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1090849.750000 Penalty: 4484.851562
	Iteration 26Q: 3 clusters Score -1090850 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1090925.000000 Penalty: 4484.851562
	Iteration 27Q: 3 clusters Score -1090925 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1090988.250000 Penalty: 4484.851562
	Iteration 28Q: 3 clusters Score -1090988 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1091033.375000 Penalty: 4484.851562
	Iteration 29Q: 3 clusters Score -1091033 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1091075.250000 Penalty: 4484.851562
	Iteration 30Q: 3 clusters Score -1091075 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1091103.750000 Penalty: 4484.851562
	Iteration 31Q: 3 clusters Score -1091104 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1091134.750000 Penalty: 4484.851562
	Iteration 32Q: 3 clusters Score -1091135 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1091159.250000 Penalty: 4484.851562
	Iteration 33Q: 3 clusters Score -1091159 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1091167.875000 Penalty: 4484.851562
	Iteration 34Q: 3 clusters Score -1091168 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1091182.625000 Penalty: 4484.851562
	Iteration 35Q: 3 clusters Score -1091183 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1091199.750000 Penalty: 4484.851562
	Iteration 36Q: 3 clusters Score -1091200 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1091215.500000 Penalty: 4484.851562
	Iteration 37Q: 3 clusters Score -1091216 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1091230.750000 Penalty: 4484.851562
	Iteration 38Q: 3 clusters Score -1091231 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1091240.625000 Penalty: 4484.851562
	Iteration 39Q: 3 clusters Score -1091241 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1091253.375000 Penalty: 4484.851562
	Iteration 40F: 3 clusters Score -1091253 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1091268.625000 Penalty: 4484.851562
	Iteration 41Q: 3 clusters Score -1091269 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1091280.250000 Penalty: 4484.851562
	Iteration 42Q: 3 clusters Score -1091280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1091291.000000 Penalty: 4484.851562
	Iteration 43Q: 3 clusters Score -1091291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1091298.875000 Penalty: 4484.851562
	Iteration 44Q: 3 clusters Score -1091299 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1091306.375000 Penalty: 4484.851562
	Iteration 45Q: 3 clusters Score -1091306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1091312.000000 Penalty: 4484.851562
	Iteration 46Q: 3 clusters Score -1091312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1091313.500000 Penalty: 4484.851562
	Iteration 47Q: 3 clusters Score -1091314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1091319.125000 Penalty: 4484.851562
	Iteration 48Q: 3 clusters Score -1091319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1091321.500000 Penalty: 4484.851562
	Iteration 49Q: 3 clusters Score -1091322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1091323.500000 Penalty: 4484.851562
	Iteration 50Q: 3 clusters Score -1091324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1091326.000000 Penalty: 4484.851562
	Iteration 51Q: 3 clusters Score -1091326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1091326.625000 Penalty: 4484.851562
	Iteration 52Q: 3 clusters Score -1091327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1091329.125000 Penalty: 4484.851562
	Iteration 53Q: 3 clusters Score -1091329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1091329.500000 Penalty: 4484.851562
	Iteration 54Q: 3 clusters Score -1091330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1091329.750000 Penalty: 4484.851562
	Iteration 55Q: 3 clusters Score -1091330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1091329.750000 Penalty: 4484.851562
	Iteration 56Q: 3 clusters Score -1091330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1091331.500000 Penalty: 4484.851562
	Iteration 57Q: 3 clusters Score -1091332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1091331.500000 Penalty: 4484.851562
	Iteration 58F: 3 clusters Score -1091332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (98020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98020 members 
Entering Unmasked Estep 
Score: -12587755.000000 Penalty: 2850.245850
	Iteration 0F: 2 clusters Score -1.258776e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48907 members 
Mstep: Class 2 contains 49113 members 
Entering Unmasked Estep 
Score: -12522106.000000 Penalty: 5700.491699
	Iteration 0F: 3 clusters Score -1.252211e+07 nChanged 46382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48779 members 
Mstep: Class 2 contains 49241 members 
Entering Unmasked Estep 
Score: -12549062.000000 Penalty: 5700.491699
	Iteration 1F: 3 clusters Score -1.254906e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 49494 members 
Entering Unmasked Estep 
Score: -12549920.000000 Penalty: 5700.491699
	Iteration 2Q: 3 clusters Score -1.254992e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48030 members 
Mstep: Class 2 contains 49990 members 
Entering Unmasked Estep 
Score: -12550737.000000 Penalty: 5700.491699
	Iteration 3Q: 3 clusters Score -1.255074e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47262 members 
Mstep: Class 2 contains 50758 members 
Entering Unmasked Estep 
Score: -12551540.000000 Penalty: 5700.491699
	Iteration 4Q: 3 clusters Score -1.255154e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46103 members 
Mstep: Class 2 contains 51917 members 
Entering Unmasked Estep 
Score: -12552312.000000 Penalty: 5700.491699
	Iteration 5Q: 3 clusters Score -1.255231e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44378 members 
Mstep: Class 2 contains 53642 members 
Entering Unmasked Estep 
Score: -12553391.000000 Penalty: 5700.491699
	Iteration 6Q: 3 clusters Score -1.255339e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42098 members 
Mstep: Class 2 contains 55922 members 
Entering Unmasked Estep 
Score: -12554680.000000 Penalty: 5700.491699
	Iteration 7Q: 3 clusters Score -1.255468e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 59044 members 
Entering Unmasked Estep 
Score: -12556321.000000 Penalty: 5700.491699
	Iteration 8Q: 3 clusters Score -1.255632e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 63096 members 
Entering Unmasked Estep 
Score: -12558674.000000 Penalty: 5700.491699
	Iteration 9Q: 3 clusters Score -1.255867e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 68117 members 
Entering Unmasked Estep 
Score: -12562234.000000 Penalty: 5700.491699
	Iteration 10F: 3 clusters Score -1.256223e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 73675 members 
Entering Unmasked Estep 
Score: -12566569.000000 Penalty: 5700.491699
	Iteration 11F: 3 clusters Score -1.256657e+07 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 78960 members 
Entering Unmasked Estep 
Score: -12571174.000000 Penalty: 5700.491699
	Iteration 12F: 3 clusters Score -1.257117e+07 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 83338 members 
Entering Unmasked Estep 
Score: -12575169.000000 Penalty: 5700.491699
	Iteration 13Q: 3 clusters Score -1.257517e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 86714 members 
Entering Unmasked Estep 
Score: -12578112.000000 Penalty: 5700.491699
	Iteration 14Q: 3 clusters Score -1.257811e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 89217 members 
Entering Unmasked Estep 
Score: -12580222.000000 Penalty: 5700.491699
	Iteration 15Q: 3 clusters Score -1.258022e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 91219 members 
Entering Unmasked Estep 
Score: -12581863.000000 Penalty: 5700.491699
	Iteration 16Q: 3 clusters Score -1.258186e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 92832 members 
Entering Unmasked Estep 
Score: -12583115.000000 Penalty: 5700.491699
	Iteration 17Q: 3 clusters Score -1.258312e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 94083 members 
Entering Unmasked Estep 
Score: -12584029.000000 Penalty: 5700.491699
	Iteration 18Q: 3 clusters Score -1.258403e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 94961 members 
Entering Unmasked Estep 
Score: -12584580.000000 Penalty: 5700.491699
	Iteration 19Q: 3 clusters Score -1.258458e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 95625 members 
Entering Unmasked Estep 
Score: -12584995.000000 Penalty: 5700.491699
	Iteration 20F: 3 clusters Score -1.2585e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 96076 members 
Entering Unmasked Estep 
Score: -12585353.000000 Penalty: 5700.491699
	Iteration 21Q: 3 clusters Score -1.258535e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 96365 members 
Entering Unmasked Estep 
Score: -12585554.000000 Penalty: 5700.491699
	Iteration 22Q: 3 clusters Score -1.258555e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 96554 members 
Entering Unmasked Estep 
Score: -12585674.000000 Penalty: 5700.491699
	Iteration 23Q: 3 clusters Score -1.258567e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 96692 members 
Entering Unmasked Estep 
Score: -12585831.000000 Penalty: 5700.491699
	Iteration 24Q: 3 clusters Score -1.258583e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 96771 members 
Entering Unmasked Estep 
Score: -12585918.000000 Penalty: 5700.491699
	Iteration 25Q: 3 clusters Score -1.258592e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 96823 members 
Entering Unmasked Estep 
Score: -12585997.000000 Penalty: 5700.491699
	Iteration 26Q: 3 clusters Score -1.2586e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 96864 members 
Entering Unmasked Estep 
Score: -12586072.000000 Penalty: 5700.491699
	Iteration 27Q: 3 clusters Score -1.258607e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 96890 members 
Entering Unmasked Estep 
Score: -12586148.000000 Penalty: 5700.491699
	Iteration 28Q: 3 clusters Score -1.258615e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 96905 members 
Entering Unmasked Estep 
Score: -12586199.000000 Penalty: 5700.491699
	Iteration 29Q: 3 clusters Score -1.25862e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 96917 members 
Entering Unmasked Estep 
Score: -12586270.000000 Penalty: 5700.491699
	Iteration 30Q: 3 clusters Score -1.258627e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 96923 members 
Entering Unmasked Estep 
Score: -12586314.000000 Penalty: 5700.491699
	Iteration 31Q: 3 clusters Score -1.258631e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 96928 members 
Entering Unmasked Estep 
Score: -12586340.000000 Penalty: 5700.491699
	Iteration 32Q: 3 clusters Score -1.258634e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 96923 members 
Entering Unmasked Estep 
Score: -12586379.000000 Penalty: 5700.491699
	Iteration 33Q: 3 clusters Score -1.258638e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 96910 members 
Entering Unmasked Estep 
Score: -12586424.000000 Penalty: 5700.491699
	Iteration 34Q: 3 clusters Score -1.258642e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 96888 members 
Entering Unmasked Estep 
Score: -12586445.000000 Penalty: 5700.491699
	Iteration 35Q: 3 clusters Score -1.258644e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 96871 members 
Entering Unmasked Estep 
Score: -12586463.000000 Penalty: 5700.491699
	Iteration 36Q: 3 clusters Score -1.258646e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 96862 members 
Entering Unmasked Estep 
Score: -12586441.000000 Penalty: 5700.491699
	Iteration 37Q: 3 clusters Score -1.258644e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 96856 members 
Entering Unmasked Estep 
Score: -12586459.000000 Penalty: 5700.491699
	Iteration 38Q: 3 clusters Score -1.258646e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 96851 members 
Entering Unmasked Estep 
Score: -12586469.000000 Penalty: 5700.491699
	Iteration 39Q: 3 clusters Score -1.258647e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 96843 members 
Entering Unmasked Estep 
Score: -12586464.000000 Penalty: 5700.491699
	Iteration 40F: 3 clusters Score -1.258646e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 96834 members 
Entering Unmasked Estep 
Score: -12586471.000000 Penalty: 5700.491699
	Iteration 41Q: 3 clusters Score -1.258647e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 96822 members 
Entering Unmasked Estep 
Score: -12586489.000000 Penalty: 5700.491699
	Iteration 42Q: 3 clusters Score -1.258649e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 96809 members 
Entering Unmasked Estep 
Score: -12586503.000000 Penalty: 5700.491699
	Iteration 43Q: 3 clusters Score -1.25865e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 96797 members 
Entering Unmasked Estep 
Score: -12586496.000000 Penalty: 5700.491699
	Iteration 44Q: 3 clusters Score -1.25865e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 96789 members 
Entering Unmasked Estep 
Score: -12586512.000000 Penalty: 5700.491699
	Iteration 45Q: 3 clusters Score -1.258651e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 96780 members 
Entering Unmasked Estep 
Score: -12586519.000000 Penalty: 5700.491699
	Iteration 46Q: 3 clusters Score -1.258652e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 96771 members 
Entering Unmasked Estep 
Score: -12586512.000000 Penalty: 5700.491699
	Iteration 47Q: 3 clusters Score -1.258651e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 96767 members 
Entering Unmasked Estep 
Score: -12586522.000000 Penalty: 5700.491699
	Iteration 48Q: 3 clusters Score -1.258652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 96768 members 
Entering Unmasked Estep 
Score: -12586540.000000 Penalty: 5700.491699
	Iteration 49Q: 3 clusters Score -1.258654e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 96766 members 
Entering Unmasked Estep 
Score: -12586540.000000 Penalty: 5700.491699
	Iteration 50Q: 3 clusters Score -1.258654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 96761 members 
Entering Unmasked Estep 
Score: -12586533.000000 Penalty: 5700.491699
	Iteration 51Q: 3 clusters Score -1.258653e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 96758 members 
Entering Unmasked Estep 
Score: -12586531.000000 Penalty: 5700.491699
	Iteration 52Q: 3 clusters Score -1.258653e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 96754 members 
Entering Unmasked Estep 
Score: -12586534.000000 Penalty: 5700.491699
	Iteration 53Q: 3 clusters Score -1.258653e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 96748 members 
Entering Unmasked Estep 
Score: -12586544.000000 Penalty: 5700.491699
	Iteration 54Q: 3 clusters Score -1.258654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 96745 members 
Entering Unmasked Estep 
Score: -12586541.000000 Penalty: 5700.491699
	Iteration 55Q: 3 clusters Score -1.258654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 96740 members 
Entering Unmasked Estep 
Score: -12586551.000000 Penalty: 5700.491699
	Iteration 56Q: 3 clusters Score -1.258655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 96741 members 
Entering Unmasked Estep 
Score: -12586547.000000 Penalty: 5700.491699
	Iteration 57Q: 3 clusters Score -1.258655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 96739 members 
Entering Unmasked Estep 
Score: -12586554.000000 Penalty: 5700.491699
	Iteration 58Q: 3 clusters Score -1.258655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 96738 members 
Entering Unmasked Estep 
Score: -12586551.000000 Penalty: 5700.491699
	Iteration 59Q: 3 clusters Score -1.258655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 96738 members 
Entering Unmasked Estep 
Score: -12586545.000000 Penalty: 5700.491699
	Iteration 60F: 3 clusters Score -1.258654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 96736 members 
Entering Unmasked Estep 
Score: -12586550.000000 Penalty: 5700.491699
	Iteration 61Q: 3 clusters Score -1.258655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 96733 members 
Entering Unmasked Estep 
Score: -12586548.000000 Penalty: 5700.491699
	Iteration 62Q: 3 clusters Score -1.258655e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 96728 members 
Entering Unmasked Estep 
Score: -12586541.000000 Penalty: 5700.491699
	Iteration 63Q: 3 clusters Score -1.258654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 96726 members 
Entering Unmasked Estep 
Score: -12586545.000000 Penalty: 5700.491699
	Iteration 64Q: 3 clusters Score -1.258654e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 96722 members 
Entering Unmasked Estep 
Score: -12586552.000000 Penalty: 5700.491699
	Iteration 65Q: 3 clusters Score -1.258655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 96717 members 
Entering Unmasked Estep 
Score: -12586554.000000 Penalty: 5700.491699
	Iteration 66Q: 3 clusters Score -1.258655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 96716 members 
Entering Unmasked Estep 
Score: -12586554.000000 Penalty: 5700.491699
	Iteration 67Q: 3 clusters Score -1.258655e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 96712 members 
Entering Unmasked Estep 
Score: -12586563.000000 Penalty: 5700.491699
	Iteration 68Q: 3 clusters Score -1.258656e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 96706 members 
Entering Unmasked Estep 
Score: -12586560.000000 Penalty: 5700.491699
	Iteration 69Q: 3 clusters Score -1.258656e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 96699 members 
Entering Unmasked Estep 
Score: -12586567.000000 Penalty: 5700.491699
	Iteration 70Q: 3 clusters Score -1.258657e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 96691 members 
Entering Unmasked Estep 
Score: -12586570.000000 Penalty: 5700.491699
	Iteration 71Q: 3 clusters Score -1.258657e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 96682 members 
Entering Unmasked Estep 
Score: -12586577.000000 Penalty: 5700.491699
	Iteration 72Q: 3 clusters Score -1.258658e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 96675 members 
Entering Unmasked Estep 
Score: -12586588.000000 Penalty: 5700.491699
	Iteration 73Q: 3 clusters Score -1.258659e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 96667 members 
Entering Unmasked Estep 
Score: -12586595.000000 Penalty: 5700.491699
	Iteration 74Q: 3 clusters Score -1.25866e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 96659 members 
Entering Unmasked Estep 
Score: -12586602.000000 Penalty: 5700.491699
	Iteration 75Q: 3 clusters Score -1.25866e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 96654 members 
Entering Unmasked Estep 
Score: -12586618.000000 Penalty: 5700.491699
	Iteration 76Q: 3 clusters Score -1.258662e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 96649 members 
Entering Unmasked Estep 
Score: -12586618.000000 Penalty: 5700.491699
	Iteration 77Q: 3 clusters Score -1.258662e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 96642 members 
Entering Unmasked Estep 
Score: -12586612.000000 Penalty: 5700.491699
	Iteration 78Q: 3 clusters Score -1.258661e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 96632 members 
Entering Unmasked Estep 
Score: -12586626.000000 Penalty: 5700.491699
	Iteration 79Q: 3 clusters Score -1.258663e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 96626 members 
Entering Unmasked Estep 
Score: -12586609.000000 Penalty: 5700.491699
	Iteration 80F: 3 clusters Score -1.258661e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 96622 members 
Entering Unmasked Estep 
Score: -12586632.000000 Penalty: 5700.491699
	Iteration 81Q: 3 clusters Score -1.258663e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 96619 members 
Entering Unmasked Estep 
Score: -12586629.000000 Penalty: 5700.491699
	Iteration 82Q: 3 clusters Score -1.258663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 96617 members 
Entering Unmasked Estep 
Score: -12586629.000000 Penalty: 5700.491699
	Iteration 83Q: 3 clusters Score -1.258663e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 96610 members 
Entering Unmasked Estep 
Score: -12586620.000000 Penalty: 5700.491699
	Iteration 84Q: 3 clusters Score -1.258662e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 96603 members 
Entering Unmasked Estep 
Score: -12586598.000000 Penalty: 5700.491699
	Iteration 85Q: 3 clusters Score -1.25866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 96597 members 
Entering Unmasked Estep 
Score: -12586619.000000 Penalty: 5700.491699
	Iteration 86Q: 3 clusters Score -1.258662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 96596 members 
Entering Unmasked Estep 
Score: -12586616.000000 Penalty: 5700.491699
	Iteration 87Q: 3 clusters Score -1.258662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 96593 members 
Entering Unmasked Estep 
Score: -12586611.000000 Penalty: 5700.491699
	Iteration 88Q: 3 clusters Score -1.258661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 96595 members 
Entering Unmasked Estep 
Score: -12586612.000000 Penalty: 5700.491699
	Iteration 89Q: 3 clusters Score -1.258661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 96596 members 
Entering Unmasked Estep 
Score: -12586613.000000 Penalty: 5700.491699
	Iteration 90Q: 3 clusters Score -1.258661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 96597 members 
Entering Unmasked Estep 
Score: -12586616.000000 Penalty: 5700.491699
	Iteration 91Q: 3 clusters Score -1.258662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 96595 members 
Entering Unmasked Estep 
Score: -12586616.000000 Penalty: 5700.491699
	Iteration 92Q: 3 clusters Score -1.258662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 96593 members 
Entering Unmasked Estep 
Score: -12586611.000000 Penalty: 5700.491699
	Iteration 93Q: 3 clusters Score -1.258661e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 96593 members 
Entering Unmasked Estep 
Score: -12586611.000000 Penalty: 5700.491699
	Iteration 94F: 3 clusters Score -1.258661e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -43511.675781 Penalty: 1478.329346
	Iteration 0F: 2 clusters Score -43511.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -42130.214844 Penalty: 2956.658691
	Iteration 0F: 3 clusters Score -42130.21 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -42268.085938 Penalty: 2956.658691
	Iteration 1F: 3 clusters Score -42268.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -42311.738281 Penalty: 2956.658691
	Iteration 2Q: 3 clusters Score -42311.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -42319.332031 Penalty: 2956.658691
	Iteration 3Q: 3 clusters Score -42319.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -42319.332031 Penalty: 2956.658691
	Iteration 4F: 3 clusters Score -42319.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Entering Unmasked Estep 
Score: -100683.343750 Penalty: 1656.852051
	Iteration 0F: 2 clusters Score -100683.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -98917.023438 Penalty: 3313.704102
	Iteration 0F: 3 clusters Score -98917.02 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -99124.031250 Penalty: 3313.704102
	Iteration 1F: 3 clusters Score -99124.03 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -99179.085938 Penalty: 3313.704102
	Iteration 2Q: 3 clusters Score -99179.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -99198.867188 Penalty: 3313.704102
	Iteration 3Q: 3 clusters Score -99198.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -99208.273438 Penalty: 3313.704102
	Iteration 4Q: 3 clusters Score -99208.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -99227.437500 Penalty: 3313.704102
	Iteration 5Q: 3 clusters Score -99227.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -99232.921875 Penalty: 3313.704102
	Iteration 6Q: 3 clusters Score -99232.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -99238.765625 Penalty: 3313.704102
	Iteration 7Q: 3 clusters Score -99238.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -99241.656250 Penalty: 3313.704102
	Iteration 8Q: 3 clusters Score -99241.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -99245.562500 Penalty: 3313.704102
	Iteration 9Q: 3 clusters Score -99245.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -99245.562500 Penalty: 3313.704102
	Iteration 10F: 3 clusters Score -99245.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Entering Unmasked Estep 
Score: -54210.562500 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -54210.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -52659.515625 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -52659.52 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -52861.226562 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -52861.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -52932.082031 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -52932.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -52971.230469 Penalty: 3099.987793
	Iteration 3Q: 3 clusters Score -52971.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -52996.605469 Penalty: 3099.987793
	Iteration 4Q: 3 clusters Score -52996.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -53001.722656 Penalty: 3099.987793
	Iteration 5Q: 3 clusters Score -53001.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -53011.050781 Penalty: 3099.987793
	Iteration 6Q: 3 clusters Score -53011.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -53016.847656 Penalty: 3099.987793
	Iteration 7Q: 3 clusters Score -53016.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -53024.273438 Penalty: 3099.987793
	Iteration 8Q: 3 clusters Score -53024.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -53030.804688 Penalty: 3099.987793
	Iteration 9Q: 3 clusters Score -53030.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -53030.804688 Penalty: 3099.987793
	Iteration 10F: 3 clusters Score -53030.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -23099.164062 Penalty: 1350.790894
	Iteration 0F: 2 clusters Score -23099.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21960.146484 Penalty: 2701.581787
	Iteration 0F: 3 clusters Score -21960.15 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -22154.312500 Penalty: 2701.581787
	Iteration 1F: 3 clusters Score -22154.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -22214.369141 Penalty: 2701.581787
	Iteration 2F: 3 clusters Score -22214.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -22235.642578 Penalty: 2701.581787
	Iteration 3Q: 3 clusters Score -22235.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -22238.820312 Penalty: 2701.581787
	Iteration 4Q: 3 clusters Score -22238.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22246.164062 Penalty: 2701.581787
	Iteration 5Q: 3 clusters Score -22246.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -22253.763672 Penalty: 2701.581787
	Iteration 6Q: 3 clusters Score -22253.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -22253.763672 Penalty: 2701.581787
	Iteration 7F: 3 clusters Score -22253.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -37514.984375 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -37514.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -36246.171875 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -36246.17 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -36465.390625 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -36465.39 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -36650.476562 Penalty: 2905.534668
	Iteration 2F: 3 clusters Score -36650.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -36960.781250 Penalty: 2905.534668
	Iteration 3F: 3 clusters Score -36960.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -37168.980469 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -37168.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -37221.238281 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -37221.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -37254.222656 Penalty: 2905.534668
	Iteration 6Q: 3 clusters Score -37254.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -37257.781250 Penalty: 2905.534668
	Iteration 7Q: 3 clusters Score -37257.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -37264.191406 Penalty: 2905.534668
	Iteration 8Q: 3 clusters Score -37264.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -37264.191406 Penalty: 2905.534668
	Iteration 9F: 3 clusters Score -37264.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Entering Unmasked Estep 
Score: -992078.125000 Penalty: 2218.507080
	Iteration 0F: 2 clusters Score -992078.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -985904.500000 Penalty: 4437.014160
	Iteration 0F: 3 clusters Score -985904.5 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -987458.250000 Penalty: 4437.014160
	Iteration 1F: 3 clusters Score -987458.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -987707.125000 Penalty: 4437.014160
	Iteration 2F: 3 clusters Score -987707.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -987870.687500 Penalty: 4437.014160
	Iteration 3Q: 3 clusters Score -987870.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -987996.500000 Penalty: 4437.014160
	Iteration 4Q: 3 clusters Score -987996.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -988100.750000 Penalty: 4437.014160
	Iteration 5Q: 3 clusters Score -988100.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -988178.812500 Penalty: 4437.014160
	Iteration 6Q: 3 clusters Score -988178.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -988249.562500 Penalty: 4437.014160
	Iteration 7Q: 3 clusters Score -988249.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -988318.750000 Penalty: 4437.014160
	Iteration 8Q: 3 clusters Score -988318.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -988394.812500 Penalty: 4437.014160
	Iteration 9Q: 3 clusters Score -988394.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -988479.312500 Penalty: 4437.014160
	Iteration 10Q: 3 clusters Score -988479.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -988572.250000 Penalty: 4437.014160
	Iteration 11Q: 3 clusters Score -988572.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -988680.625000 Penalty: 4437.014160
	Iteration 12Q: 3 clusters Score -988680.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -988804.562500 Penalty: 4437.014160
	Iteration 13Q: 3 clusters Score -988804.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -988928.375000 Penalty: 4437.014160
	Iteration 14Q: 3 clusters Score -988928.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -989081.937500 Penalty: 4437.014160
	Iteration 15Q: 3 clusters Score -989081.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -989252.937500 Penalty: 4437.014160
	Iteration 16Q: 3 clusters Score -989252.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -989440.000000 Penalty: 4437.014160
	Iteration 17Q: 3 clusters Score -989440 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -989597.750000 Penalty: 4437.014160
	Iteration 18Q: 3 clusters Score -989597.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -989734.312500 Penalty: 4437.014160
	Iteration 19Q: 3 clusters Score -989734.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -989851.125000 Penalty: 4437.014160
	Iteration 20F: 3 clusters Score -989851.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -989938.625000 Penalty: 4437.014160
	Iteration 21Q: 3 clusters Score -989938.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -989997.375000 Penalty: 4437.014160
	Iteration 22Q: 3 clusters Score -989997.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -990040.625000 Penalty: 4437.014160
	Iteration 23Q: 3 clusters Score -990040.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -990073.625000 Penalty: 4437.014160
	Iteration 24Q: 3 clusters Score -990073.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -990102.062500 Penalty: 4437.014160
	Iteration 25Q: 3 clusters Score -990102.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -990123.937500 Penalty: 4437.014160
	Iteration 26Q: 3 clusters Score -990123.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -990148.750000 Penalty: 4437.014160
	Iteration 27Q: 3 clusters Score -990148.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -990167.625000 Penalty: 4437.014160
	Iteration 28Q: 3 clusters Score -990167.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -990176.062500 Penalty: 4437.014160
	Iteration 29Q: 3 clusters Score -990176.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -990180.875000 Penalty: 4437.014160
	Iteration 30Q: 3 clusters Score -990180.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -990190.375000 Penalty: 4437.014160
	Iteration 31Q: 3 clusters Score -990190.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -990191.437500 Penalty: 4437.014160
	Iteration 32Q: 3 clusters Score -990191.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -990192.562500 Penalty: 4437.014160
	Iteration 33Q: 3 clusters Score -990192.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -990194.500000 Penalty: 4437.014160
	Iteration 34Q: 3 clusters Score -990194.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -990196.062500 Penalty: 4437.014160
	Iteration 35Q: 3 clusters Score -990196.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -990196.250000 Penalty: 4437.014160
	Iteration 36Q: 3 clusters Score -990196.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -990197.562500 Penalty: 4437.014160
	Iteration 37Q: 3 clusters Score -990197.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -990200.000000 Penalty: 4437.014160
	Iteration 38Q: 3 clusters Score -990200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -990203.125000 Penalty: 4437.014160
	Iteration 39Q: 3 clusters Score -990203.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -990204.875000 Penalty: 4437.014160
	Iteration 40F: 3 clusters Score -990204.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -990206.937500 Penalty: 4437.014160
	Iteration 41Q: 3 clusters Score -990206.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -990206.937500 Penalty: 4437.014160
	Iteration 42F: 3 clusters Score -990206.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -10365.354492 Penalty: 1170.187622
	Iteration 0F: 2 clusters Score -10365.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -9565.151367 Penalty: 2340.375244
	Iteration 0F: 3 clusters Score -9565.151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -9606.899414 Penalty: 2340.375244
	Iteration 1Q: 3 clusters Score -9606.899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -9619.122070 Penalty: 2340.375244
	Iteration 2Q: 3 clusters Score -9619.122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -9619.122070 Penalty: 2340.375244
	Iteration 3F: 3 clusters Score -9619.122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Entering Unmasked Estep 
Score: -2545443.750000 Penalty: 2451.698975
	Iteration 0F: 2 clusters Score -2545444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -2531573.000000 Penalty: 4903.397949
	Iteration 0F: 3 clusters Score -2531573 nChanged 8597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2536047.500000 Penalty: 4903.397949
	Iteration 1F: 3 clusters Score -2536048 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -2536419.000000 Penalty: 4903.397949
	Iteration 2F: 3 clusters Score -2536419 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2536690.250000 Penalty: 4903.397949
	Iteration 3Q: 3 clusters Score -2536690 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2536900.750000 Penalty: 4903.397949
	Iteration 4Q: 3 clusters Score -2536901 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2537071.250000 Penalty: 4903.397949
	Iteration 5Q: 3 clusters Score -2537071 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2537257.750000 Penalty: 4903.397949
	Iteration 6Q: 3 clusters Score -2537258 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -2537453.000000 Penalty: 4903.397949
	Iteration 7Q: 3 clusters Score -2537453 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2537672.750000 Penalty: 4903.397949
	Iteration 8Q: 3 clusters Score -2537673 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -2537926.000000 Penalty: 4903.397949
	Iteration 9Q: 3 clusters Score -2537926 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2538195.250000 Penalty: 4903.397949
	Iteration 10Q: 3 clusters Score -2538195 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -2538558.250000 Penalty: 4903.397949
	Iteration 11Q: 3 clusters Score -2538558 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -2539015.250000 Penalty: 4903.397949
	Iteration 12Q: 3 clusters Score -2539015 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2539631.500000 Penalty: 4903.397949
	Iteration 13Q: 3 clusters Score -2539632 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -2540317.500000 Penalty: 4903.397949
	Iteration 14Q: 3 clusters Score -2540318 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2540997.500000 Penalty: 4903.397949
	Iteration 15Q: 3 clusters Score -2540998 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2541550.000000 Penalty: 4903.397949
	Iteration 16Q: 3 clusters Score -2541550 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2541991.500000 Penalty: 4903.397949
	Iteration 17Q: 3 clusters Score -2541992 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2542327.750000 Penalty: 4903.397949
	Iteration 18Q: 3 clusters Score -2542328 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2542565.250000 Penalty: 4903.397949
	Iteration 19Q: 3 clusters Score -2542565 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2542757.000000 Penalty: 4903.397949
	Iteration 20F: 3 clusters Score -2542757 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2542901.250000 Penalty: 4903.397949
	Iteration 21Q: 3 clusters Score -2542901 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2543009.250000 Penalty: 4903.397949
	Iteration 22Q: 3 clusters Score -2543009 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2543083.250000 Penalty: 4903.397949
	Iteration 23Q: 3 clusters Score -2543083 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2543146.500000 Penalty: 4903.397949
	Iteration 24Q: 3 clusters Score -2543146 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2543178.000000 Penalty: 4903.397949
	Iteration 25Q: 3 clusters Score -2543178 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2543210.000000 Penalty: 4903.397949
	Iteration 26Q: 3 clusters Score -2543210 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2543231.500000 Penalty: 4903.397949
	Iteration 27Q: 3 clusters Score -2543232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2543247.750000 Penalty: 4903.397949
	Iteration 28Q: 3 clusters Score -2543248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2543259.750000 Penalty: 4903.397949
	Iteration 29Q: 3 clusters Score -2543260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2543265.750000 Penalty: 4903.397949
	Iteration 30Q: 3 clusters Score -2543266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2543273.750000 Penalty: 4903.397949
	Iteration 31Q: 3 clusters Score -2543274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2543279.750000 Penalty: 4903.397949
	Iteration 32Q: 3 clusters Score -2543280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2543289.000000 Penalty: 4903.397949
	Iteration 33Q: 3 clusters Score -2543289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2543297.000000 Penalty: 4903.397949
	Iteration 34Q: 3 clusters Score -2543297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2543302.750000 Penalty: 4903.397949
	Iteration 35Q: 3 clusters Score -2543303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2543311.000000 Penalty: 4903.397949
	Iteration 36Q: 3 clusters Score -2543311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2543320.500000 Penalty: 4903.397949
	Iteration 37Q: 3 clusters Score -2543320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2543330.750000 Penalty: 4903.397949
	Iteration 38Q: 3 clusters Score -2543331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2543330.750000 Penalty: 4903.397949
	Iteration 39Q: 3 clusters Score -2543331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2543329.750000 Penalty: 4903.397949
	Iteration 40F: 3 clusters Score -2543330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2543331.500000 Penalty: 4903.397949
	Iteration 41Q: 3 clusters Score -2543332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2543333.000000 Penalty: 4903.397949
	Iteration 42Q: 3 clusters Score -2543333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2543340.500000 Penalty: 4903.397949
	Iteration 43Q: 3 clusters Score -2543340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2543337.000000 Penalty: 4903.397949
	Iteration 44Q: 3 clusters Score -2543337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2543335.500000 Penalty: 4903.397949
	Iteration 45Q: 3 clusters Score -2543336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2543335.500000 Penalty: 4903.397949
	Iteration 46F: 3 clusters Score -2543336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Entering Unmasked Estep 
Score: -83859.070312 Penalty: 1643.097290
	Iteration 0F: 2 clusters Score -83859.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -82112.632812 Penalty: 3286.194580
	Iteration 0F: 3 clusters Score -82112.63 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -82362.304688 Penalty: 3286.194580
	Iteration 1F: 3 clusters Score -82362.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -82469.546875 Penalty: 3286.194580
	Iteration 2F: 3 clusters Score -82469.55 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -82534.070312 Penalty: 3286.194580
	Iteration 3Q: 3 clusters Score -82534.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -82584.687500 Penalty: 3286.194580
	Iteration 4Q: 3 clusters Score -82584.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -82623.593750 Penalty: 3286.194580
	Iteration 5Q: 3 clusters Score -82623.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -82637.398438 Penalty: 3286.194580
	Iteration 6Q: 3 clusters Score -82637.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -82645.585938 Penalty: 3286.194580
	Iteration 7Q: 3 clusters Score -82645.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -82651.328125 Penalty: 3286.194580
	Iteration 8Q: 3 clusters Score -82651.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -82653.187500 Penalty: 3286.194580
	Iteration 9Q: 3 clusters Score -82653.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -82656.531250 Penalty: 3286.194580
	Iteration 10Q: 3 clusters Score -82656.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -82657.335938 Penalty: 3286.194580
	Iteration 11Q: 3 clusters Score -82657.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -82657.335938 Penalty: 3286.194580
	Iteration 12F: 3 clusters Score -82657.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -22199.781250 Penalty: 1362.279297
	Iteration 0F: 2 clusters Score -22199.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21070.472656 Penalty: 2724.558594
	Iteration 0F: 3 clusters Score -21070.47 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21184.125000 Penalty: 2724.558594
	Iteration 1F: 3 clusters Score -21184.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21223.765625 Penalty: 2724.558594
	Iteration 2Q: 3 clusters Score -21223.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21252.736328 Penalty: 2724.558594
	Iteration 3Q: 3 clusters Score -21252.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21258.650391 Penalty: 2724.558594
	Iteration 4Q: 3 clusters Score -21258.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21261.873047 Penalty: 2724.558594
	Iteration 5Q: 3 clusters Score -21261.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21261.873047 Penalty: 2724.558594
	Iteration 6F: 3 clusters Score -21261.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210219 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4739 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42556 members 
Mstep: Class 11 contains 20332 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8451 members 
Mstep: Class 14 contains 98020 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7674 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19651 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774572.000000 Penalty: 77624.179688
Iteration 159Q: 25 clusters Score -5.777457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210220 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4739 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42556 members 
Mstep: Class 11 contains 20332 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8451 members 
Mstep: Class 14 contains 98019 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7675 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19651 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774576.000000 Penalty: 77624.179688
Iteration 160F: 25 clusters Score -5.777458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210222 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4739 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42555 members 
Mstep: Class 11 contains 20331 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8451 members 
Mstep: Class 14 contains 98019 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7675 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19651 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774596.000000 Penalty: 77624.179688
Iteration 161Q: 25 clusters Score -5.77746e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 210222 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4739 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42555 members 
Mstep: Class 11 contains 20331 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8451 members 
Mstep: Class 14 contains 98019 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7675 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19651 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774596.000000 Penalty: 77624.179688
Iteration 162F: 25 clusters Score -5.77746e+07 nChanged 0
Entering ConstructFrom: 
Score: -57774596.000000 Penalty: 77624.179688
Entering ConstructFrom: 
Trying to split cluster 1 (19854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Entering Unmasked Estep 
Score: -2563902.500000 Penalty: 2454.248047
	Iteration 0F: 2 clusters Score -2563902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2549958.000000 Penalty: 4908.496094
	Iteration 0F: 3 clusters Score -2549958 nChanged 8709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -2554533.250000 Penalty: 4908.496094
	Iteration 1F: 3 clusters Score -2554533 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2554926.000000 Penalty: 4908.496094
	Iteration 2F: 3 clusters Score -2554926 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -2555286.000000 Penalty: 4908.496094
	Iteration 3Q: 3 clusters Score -2555286 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -2555608.500000 Penalty: 4908.496094
	Iteration 4Q: 3 clusters Score -2555608 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2555925.250000 Penalty: 4908.496094
	Iteration 5Q: 3 clusters Score -2555925 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -2556236.000000 Penalty: 4908.496094
	Iteration 6Q: 3 clusters Score -2556236 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2556613.500000 Penalty: 4908.496094
	Iteration 7Q: 3 clusters Score -2556614 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -2557060.000000 Penalty: 4908.496094
	Iteration 8Q: 3 clusters Score -2557060 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -2557608.500000 Penalty: 4908.496094
	Iteration 9Q: 3 clusters Score -2557608 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2558285.500000 Penalty: 4908.496094
	Iteration 10Q: 3 clusters Score -2558286 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -2558991.250000 Penalty: 4908.496094
	Iteration 11Q: 3 clusters Score -2558991 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -2559668.000000 Penalty: 4908.496094
	Iteration 12Q: 3 clusters Score -2559668 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -2560147.250000 Penalty: 4908.496094
	Iteration 13Q: 3 clusters Score -2560147 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -2560434.500000 Penalty: 4908.496094
	Iteration 14Q: 3 clusters Score -2560434 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2560605.750000 Penalty: 4908.496094
	Iteration 15Q: 3 clusters Score -2560606 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -2560728.500000 Penalty: 4908.496094
	Iteration 16Q: 3 clusters Score -2560728 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -2560841.500000 Penalty: 4908.496094
	Iteration 17Q: 3 clusters Score -2560842 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -2560923.250000 Penalty: 4908.496094
	Iteration 18Q: 3 clusters Score -2560923 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -2560997.750000 Penalty: 4908.496094
	Iteration 19Q: 3 clusters Score -2560998 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -2561063.750000 Penalty: 4908.496094
	Iteration 20F: 3 clusters Score -2561064 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -2561106.750000 Penalty: 4908.496094
	Iteration 21Q: 3 clusters Score -2561107 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2561147.250000 Penalty: 4908.496094
	Iteration 22Q: 3 clusters Score -2561147 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -2561185.000000 Penalty: 4908.496094
	Iteration 23Q: 3 clusters Score -2561185 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2561234.000000 Penalty: 4908.496094
	Iteration 24Q: 3 clusters Score -2561234 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -2561263.000000 Penalty: 4908.496094
	Iteration 25Q: 3 clusters Score -2561263 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -2561290.500000 Penalty: 4908.496094
	Iteration 26Q: 3 clusters Score -2561290 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -2561325.500000 Penalty: 4908.496094
	Iteration 27Q: 3 clusters Score -2561326 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -2561349.000000 Penalty: 4908.496094
	Iteration 28Q: 3 clusters Score -2561349 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -2561363.250000 Penalty: 4908.496094
	Iteration 29Q: 3 clusters Score -2561363 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -2561397.500000 Penalty: 4908.496094
	Iteration 30Q: 3 clusters Score -2561398 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -2561432.750000 Penalty: 4908.496094
	Iteration 31Q: 3 clusters Score -2561433 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -2561455.750000 Penalty: 4908.496094
	Iteration 32Q: 3 clusters Score -2561456 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -2561481.250000 Penalty: 4908.496094
	Iteration 33Q: 3 clusters Score -2561481 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2561495.750000 Penalty: 4908.496094
	Iteration 34Q: 3 clusters Score -2561496 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -2561517.750000 Penalty: 4908.496094
	Iteration 35Q: 3 clusters Score -2561518 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -2561536.000000 Penalty: 4908.496094
	Iteration 36Q: 3 clusters Score -2561536 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -2561551.500000 Penalty: 4908.496094
	Iteration 37Q: 3 clusters Score -2561552 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -2561564.250000 Penalty: 4908.496094
	Iteration 38Q: 3 clusters Score -2561564 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -2561581.500000 Penalty: 4908.496094
	Iteration 39Q: 3 clusters Score -2561582 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -2561590.000000 Penalty: 4908.496094
	Iteration 40F: 3 clusters Score -2561590 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2561604.500000 Penalty: 4908.496094
	Iteration 41Q: 3 clusters Score -2561604 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -2561615.500000 Penalty: 4908.496094
	Iteration 42Q: 3 clusters Score -2561616 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -2561634.750000 Penalty: 4908.496094
	Iteration 43Q: 3 clusters Score -2561635 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -2561641.250000 Penalty: 4908.496094
	Iteration 44Q: 3 clusters Score -2561641 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -2561644.250000 Penalty: 4908.496094
	Iteration 45Q: 3 clusters Score -2561644 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -2561661.750000 Penalty: 4908.496094
	Iteration 46Q: 3 clusters Score -2561662 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -2561673.250000 Penalty: 4908.496094
	Iteration 47Q: 3 clusters Score -2561673 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -2561679.750000 Penalty: 4908.496094
	Iteration 48Q: 3 clusters Score -2561680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -2561687.000000 Penalty: 4908.496094
	Iteration 49Q: 3 clusters Score -2561687 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -2561685.750000 Penalty: 4908.496094
	Iteration 50Q: 3 clusters Score -2561686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -2561696.500000 Penalty: 4908.496094
	Iteration 51Q: 3 clusters Score -2561696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -2561701.500000 Penalty: 4908.496094
	Iteration 52Q: 3 clusters Score -2561702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -2561702.500000 Penalty: 4908.496094
	Iteration 53Q: 3 clusters Score -2561702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -2561709.000000 Penalty: 4908.496094
	Iteration 54Q: 3 clusters Score -2561709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -2561716.000000 Penalty: 4908.496094
	Iteration 55Q: 3 clusters Score -2561716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -2561716.000000 Penalty: 4908.496094
	Iteration 56Q: 3 clusters Score -2561716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -2561715.000000 Penalty: 4908.496094
	Iteration 57Q: 3 clusters Score -2561715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -2561715.500000 Penalty: 4908.496094
	Iteration 58Q: 3 clusters Score -2561716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -2561717.250000 Penalty: 4908.496094
	Iteration 59Q: 3 clusters Score -2561717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -2561714.750000 Penalty: 4908.496094
	Iteration 60F: 3 clusters Score -2561715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Entering Unmasked Estep 
Score: -1567856.125000 Penalty: 2334.068359
	Iteration 0F: 2 clusters Score -1567856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1558833.000000 Penalty: 4668.136719
	Iteration 0F: 3 clusters Score -1558833 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1561531.625000 Penalty: 4668.136719
	Iteration 1F: 3 clusters Score -1561532 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1561875.625000 Penalty: 4668.136719
	Iteration 2F: 3 clusters Score -1561876 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1562124.125000 Penalty: 4668.136719
	Iteration 3Q: 3 clusters Score -1562124 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1562320.875000 Penalty: 4668.136719
	Iteration 4Q: 3 clusters Score -1562321 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1562485.000000 Penalty: 4668.136719
	Iteration 5Q: 3 clusters Score -1562485 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1562638.375000 Penalty: 4668.136719
	Iteration 6Q: 3 clusters Score -1562638 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1562791.125000 Penalty: 4668.136719
	Iteration 7Q: 3 clusters Score -1562791 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1562944.250000 Penalty: 4668.136719
	Iteration 8Q: 3 clusters Score -1562944 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1563122.375000 Penalty: 4668.136719
	Iteration 9Q: 3 clusters Score -1563122 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1563323.625000 Penalty: 4668.136719
	Iteration 10Q: 3 clusters Score -1563324 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1563528.125000 Penalty: 4668.136719
	Iteration 11Q: 3 clusters Score -1563528 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1563775.625000 Penalty: 4668.136719
	Iteration 12Q: 3 clusters Score -1563776 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1564065.625000 Penalty: 4668.136719
	Iteration 13Q: 3 clusters Score -1564066 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1564337.000000 Penalty: 4668.136719
	Iteration 14Q: 3 clusters Score -1564337 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1564579.625000 Penalty: 4668.136719
	Iteration 15Q: 3 clusters Score -1564580 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1564794.750000 Penalty: 4668.136719
	Iteration 16Q: 3 clusters Score -1564795 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1564944.500000 Penalty: 4668.136719
	Iteration 17Q: 3 clusters Score -1564944 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1565062.375000 Penalty: 4668.136719
	Iteration 18Q: 3 clusters Score -1565062 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1565132.875000 Penalty: 4668.136719
	Iteration 19Q: 3 clusters Score -1565133 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1565196.000000 Penalty: 4668.136719
	Iteration 20F: 3 clusters Score -1565196 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1565262.000000 Penalty: 4668.136719
	Iteration 21Q: 3 clusters Score -1565262 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1565325.500000 Penalty: 4668.136719
	Iteration 22Q: 3 clusters Score -1565326 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1565390.375000 Penalty: 4668.136719
	Iteration 23Q: 3 clusters Score -1565390 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1565434.625000 Penalty: 4668.136719
	Iteration 24Q: 3 clusters Score -1565435 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1565484.125000 Penalty: 4668.136719
	Iteration 25Q: 3 clusters Score -1565484 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1565517.125000 Penalty: 4668.136719
	Iteration 26Q: 3 clusters Score -1565517 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1565561.750000 Penalty: 4668.136719
	Iteration 27Q: 3 clusters Score -1565562 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1565596.125000 Penalty: 4668.136719
	Iteration 28Q: 3 clusters Score -1565596 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1565633.625000 Penalty: 4668.136719
	Iteration 29Q: 3 clusters Score -1565634 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1565672.125000 Penalty: 4668.136719
	Iteration 30Q: 3 clusters Score -1565672 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1565727.125000 Penalty: 4668.136719
	Iteration 31Q: 3 clusters Score -1565727 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1565761.375000 Penalty: 4668.136719
	Iteration 32Q: 3 clusters Score -1565761 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1565800.750000 Penalty: 4668.136719
	Iteration 33Q: 3 clusters Score -1565801 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1565833.125000 Penalty: 4668.136719
	Iteration 34Q: 3 clusters Score -1565833 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1565866.750000 Penalty: 4668.136719
	Iteration 35Q: 3 clusters Score -1565867 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1565891.875000 Penalty: 4668.136719
	Iteration 36Q: 3 clusters Score -1565892 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1565909.250000 Penalty: 4668.136719
	Iteration 37Q: 3 clusters Score -1565909 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1565930.500000 Penalty: 4668.136719
	Iteration 38Q: 3 clusters Score -1565930 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1565948.750000 Penalty: 4668.136719
	Iteration 39Q: 3 clusters Score -1565949 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1565979.375000 Penalty: 4668.136719
	Iteration 40F: 3 clusters Score -1565979 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1565999.750000 Penalty: 4668.136719
	Iteration 41Q: 3 clusters Score -1566000 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1566023.625000 Penalty: 4668.136719
	Iteration 42Q: 3 clusters Score -1566024 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1566045.750000 Penalty: 4668.136719
	Iteration 43Q: 3 clusters Score -1566046 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1566064.000000 Penalty: 4668.136719
	Iteration 44Q: 3 clusters Score -1566064 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1566093.125000 Penalty: 4668.136719
	Iteration 45Q: 3 clusters Score -1566093 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1566122.250000 Penalty: 4668.136719
	Iteration 46Q: 3 clusters Score -1566122 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1566172.750000 Penalty: 4668.136719
	Iteration 47Q: 3 clusters Score -1566173 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1566246.750000 Penalty: 4668.136719
	Iteration 48Q: 3 clusters Score -1566247 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1566332.250000 Penalty: 4668.136719
	Iteration 49Q: 3 clusters Score -1566332 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1566426.125000 Penalty: 4668.136719
	Iteration 50Q: 3 clusters Score -1566426 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1566519.250000 Penalty: 4668.136719
	Iteration 51Q: 3 clusters Score -1566519 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1566605.500000 Penalty: 4668.136719
	Iteration 52Q: 3 clusters Score -1566606 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1566687.750000 Penalty: 4668.136719
	Iteration 53Q: 3 clusters Score -1566688 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1566746.375000 Penalty: 4668.136719
	Iteration 54Q: 3 clusters Score -1566746 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1566783.625000 Penalty: 4668.136719
	Iteration 55Q: 3 clusters Score -1566784 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1566810.500000 Penalty: 4668.136719
	Iteration 56Q: 3 clusters Score -1566810 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1566848.250000 Penalty: 4668.136719
	Iteration 57Q: 3 clusters Score -1566848 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1566866.250000 Penalty: 4668.136719
	Iteration 58Q: 3 clusters Score -1566866 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1566887.500000 Penalty: 4668.136719
	Iteration 59Q: 3 clusters Score -1566888 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1566906.500000 Penalty: 4668.136719
	Iteration 60F: 3 clusters Score -1566906 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1566922.625000 Penalty: 4668.136719
	Iteration 61Q: 3 clusters Score -1566923 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1566936.750000 Penalty: 4668.136719
	Iteration 62Q: 3 clusters Score -1566937 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1566945.000000 Penalty: 4668.136719
	Iteration 63Q: 3 clusters Score -1566945 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1566956.375000 Penalty: 4668.136719
	Iteration 64Q: 3 clusters Score -1566956 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1566965.625000 Penalty: 4668.136719
	Iteration 65Q: 3 clusters Score -1566966 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1566969.250000 Penalty: 4668.136719
	Iteration 66Q: 3 clusters Score -1566969 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1566973.750000 Penalty: 4668.136719
	Iteration 67Q: 3 clusters Score -1566974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1566975.875000 Penalty: 4668.136719
	Iteration 68Q: 3 clusters Score -1566976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1566979.375000 Penalty: 4668.136719
	Iteration 69Q: 3 clusters Score -1566979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1566977.500000 Penalty: 4668.136719
	Iteration 70Q: 3 clusters Score -1566978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1566985.500000 Penalty: 4668.136719
	Iteration 71Q: 3 clusters Score -1566986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1566986.500000 Penalty: 4668.136719
	Iteration 72Q: 3 clusters Score -1566986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1566984.875000 Penalty: 4668.136719
	Iteration 73Q: 3 clusters Score -1566985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1566982.125000 Penalty: 4668.136719
	Iteration 74Q: 3 clusters Score -1566982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1566981.375000 Penalty: 4668.136719
	Iteration 75Q: 3 clusters Score -1566981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1566983.125000 Penalty: 4668.136719
	Iteration 76Q: 3 clusters Score -1566983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1566985.000000 Penalty: 4668.136719
	Iteration 77Q: 3 clusters Score -1566985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1566984.250000 Penalty: 4668.136719
	Iteration 78Q: 3 clusters Score -1566984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1566984.250000 Penalty: 4668.136719
	Iteration 79F: 3 clusters Score -1566984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Entering Unmasked Estep 
Score: -246301.046875 Penalty: 1887.368774
	Iteration 0F: 2 clusters Score -246301 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 999 members 
Entering Unmasked Estep 
Score: -243677.375000 Penalty: 3774.737549
	Iteration 0F: 3 clusters Score -243677.4 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -244126.765625 Penalty: 3774.737549
	Iteration 1F: 3 clusters Score -244126.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -244282.734375 Penalty: 3774.737549
	Iteration 2F: 3 clusters Score -244282.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -244393.171875 Penalty: 3774.737549
	Iteration 3Q: 3 clusters Score -244393.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -244471.328125 Penalty: 3774.737549
	Iteration 4Q: 3 clusters Score -244471.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -244524.984375 Penalty: 3774.737549
	Iteration 5Q: 3 clusters Score -244525 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -244564.718750 Penalty: 3774.737549
	Iteration 6Q: 3 clusters Score -244564.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -244601.437500 Penalty: 3774.737549
	Iteration 7Q: 3 clusters Score -244601.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -244629.312500 Penalty: 3774.737549
	Iteration 8Q: 3 clusters Score -244629.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -244645.546875 Penalty: 3774.737549
	Iteration 9Q: 3 clusters Score -244645.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -244663.875000 Penalty: 3774.737549
	Iteration 10Q: 3 clusters Score -244663.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -244673.687500 Penalty: 3774.737549
	Iteration 11Q: 3 clusters Score -244673.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -244684.125000 Penalty: 3774.737549
	Iteration 12Q: 3 clusters Score -244684.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -244692.718750 Penalty: 3774.737549
	Iteration 13Q: 3 clusters Score -244692.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -244698.875000 Penalty: 3774.737549
	Iteration 14Q: 3 clusters Score -244698.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -244704.453125 Penalty: 3774.737549
	Iteration 15Q: 3 clusters Score -244704.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -244707.546875 Penalty: 3774.737549
	Iteration 16Q: 3 clusters Score -244707.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -244709.125000 Penalty: 3774.737549
	Iteration 17Q: 3 clusters Score -244709.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -244709.218750 Penalty: 3774.737549
	Iteration 18Q: 3 clusters Score -244709.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -244709.218750 Penalty: 3774.737549
	Iteration 19F: 3 clusters Score -244709.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Entering Unmasked Estep 
Score: -1035206.687500 Penalty: 2228.855713
	Iteration 0F: 2 clusters Score -1035207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1028733.125000 Penalty: 4457.711426
	Iteration 0F: 3 clusters Score -1028733 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1030458.875000 Penalty: 4457.711426
	Iteration 1F: 3 clusters Score -1030459 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1030731.312500 Penalty: 4457.711426
	Iteration 2F: 3 clusters Score -1030731 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1030895.062500 Penalty: 4457.711426
	Iteration 3F: 3 clusters Score -1030895 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1031001.937500 Penalty: 4457.711426
	Iteration 4Q: 3 clusters Score -1031002 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1031092.187500 Penalty: 4457.711426
	Iteration 5Q: 3 clusters Score -1031092 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1031161.750000 Penalty: 4457.711426
	Iteration 6Q: 3 clusters Score -1031162 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1031214.937500 Penalty: 4457.711426
	Iteration 7Q: 3 clusters Score -1031215 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1031268.062500 Penalty: 4457.711426
	Iteration 8Q: 3 clusters Score -1031268 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1031323.750000 Penalty: 4457.711426
	Iteration 9Q: 3 clusters Score -1031324 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1031380.687500 Penalty: 4457.711426
	Iteration 10Q: 3 clusters Score -1031381 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1031443.062500 Penalty: 4457.711426
	Iteration 11Q: 3 clusters Score -1031443 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1031513.750000 Penalty: 4457.711426
	Iteration 12Q: 3 clusters Score -1031514 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1031585.625000 Penalty: 4457.711426
	Iteration 13Q: 3 clusters Score -1031586 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1031649.812500 Penalty: 4457.711426
	Iteration 14Q: 3 clusters Score -1031650 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1031713.625000 Penalty: 4457.711426
	Iteration 15Q: 3 clusters Score -1031714 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1031792.812500 Penalty: 4457.711426
	Iteration 16Q: 3 clusters Score -1031793 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1031878.812500 Penalty: 4457.711426
	Iteration 17Q: 3 clusters Score -1031879 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1031980.687500 Penalty: 4457.711426
	Iteration 18Q: 3 clusters Score -1031981 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1032104.375000 Penalty: 4457.711426
	Iteration 19Q: 3 clusters Score -1032104 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1032228.687500 Penalty: 4457.711426
	Iteration 20F: 3 clusters Score -1032229 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1032356.437500 Penalty: 4457.711426
	Iteration 21Q: 3 clusters Score -1032356 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1032483.562500 Penalty: 4457.711426
	Iteration 22Q: 3 clusters Score -1032484 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1032583.562500 Penalty: 4457.711426
	Iteration 23Q: 3 clusters Score -1032584 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1032666.562500 Penalty: 4457.711426
	Iteration 24Q: 3 clusters Score -1032667 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1032742.875000 Penalty: 4457.711426
	Iteration 25Q: 3 clusters Score -1032743 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1032805.375000 Penalty: 4457.711426
	Iteration 26Q: 3 clusters Score -1032805 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1032864.250000 Penalty: 4457.711426
	Iteration 27Q: 3 clusters Score -1032864 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1032904.750000 Penalty: 4457.711426
	Iteration 28Q: 3 clusters Score -1032905 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1032930.312500 Penalty: 4457.711426
	Iteration 29Q: 3 clusters Score -1032930 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1032957.937500 Penalty: 4457.711426
	Iteration 30Q: 3 clusters Score -1032958 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1032975.187500 Penalty: 4457.711426
	Iteration 31Q: 3 clusters Score -1032975 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1032992.500000 Penalty: 4457.711426
	Iteration 32Q: 3 clusters Score -1032992 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1033002.562500 Penalty: 4457.711426
	Iteration 33Q: 3 clusters Score -1033003 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1033010.687500 Penalty: 4457.711426
	Iteration 34Q: 3 clusters Score -1033011 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1033015.562500 Penalty: 4457.711426
	Iteration 35Q: 3 clusters Score -1033016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1033023.562500 Penalty: 4457.711426
	Iteration 36Q: 3 clusters Score -1033024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1033025.812500 Penalty: 4457.711426
	Iteration 37Q: 3 clusters Score -1033026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1033036.187500 Penalty: 4457.711426
	Iteration 38Q: 3 clusters Score -1033036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1033039.750000 Penalty: 4457.711426
	Iteration 39Q: 3 clusters Score -1033040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1033050.937500 Penalty: 4457.711426
	Iteration 40F: 3 clusters Score -1033051 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1033061.812500 Penalty: 4457.711426
	Iteration 41Q: 3 clusters Score -1033062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1033069.562500 Penalty: 4457.711426
	Iteration 42Q: 3 clusters Score -1033070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1033077.250000 Penalty: 4457.711426
	Iteration 43Q: 3 clusters Score -1033077 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1033082.187500 Penalty: 4457.711426
	Iteration 44Q: 3 clusters Score -1033082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1033089.125000 Penalty: 4457.711426
	Iteration 45Q: 3 clusters Score -1033089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1033092.562500 Penalty: 4457.711426
	Iteration 46Q: 3 clusters Score -1033093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1033096.000000 Penalty: 4457.711426
	Iteration 47Q: 3 clusters Score -1033096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1033097.250000 Penalty: 4457.711426
	Iteration 48Q: 3 clusters Score -1033097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1033099.375000 Penalty: 4457.711426
	Iteration 49Q: 3 clusters Score -1033099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1033101.937500 Penalty: 4457.711426
	Iteration 50Q: 3 clusters Score -1033102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1033104.875000 Penalty: 4457.711426
	Iteration 51Q: 3 clusters Score -1033105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1033106.687500 Penalty: 4457.711426
	Iteration 52Q: 3 clusters Score -1033107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1033111.000000 Penalty: 4457.711426
	Iteration 53Q: 3 clusters Score -1033111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1033111.500000 Penalty: 4457.711426
	Iteration 54Q: 3 clusters Score -1033112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1033114.437500 Penalty: 4457.711426
	Iteration 55Q: 3 clusters Score -1033114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1033114.250000 Penalty: 4457.711426
	Iteration 56Q: 3 clusters Score -1033114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1033117.875000 Penalty: 4457.711426
	Iteration 57Q: 3 clusters Score -1033118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1033118.187500 Penalty: 4457.711426
	Iteration 58Q: 3 clusters Score -1033118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1033118.250000 Penalty: 4457.711426
	Iteration 59Q: 3 clusters Score -1033118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1033120.312500 Penalty: 4457.711426
	Iteration 60F: 3 clusters Score -1033120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1033121.000000 Penalty: 4457.711426
	Iteration 61Q: 3 clusters Score -1033121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1033120.437500 Penalty: 4457.711426
	Iteration 62Q: 3 clusters Score -1033120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1033124.312500 Penalty: 4457.711426
	Iteration 63Q: 3 clusters Score -1033124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1033123.500000 Penalty: 4457.711426
	Iteration 64Q: 3 clusters Score -1033124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1033123.875000 Penalty: 4457.711426
	Iteration 65Q: 3 clusters Score -1033124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1033123.312500 Penalty: 4457.711426
	Iteration 66Q: 3 clusters Score -1033123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1033123.312500 Penalty: 4457.711426
	Iteration 67F: 3 clusters Score -1033123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Entering Unmasked Estep 
Score: -268355.062500 Penalty: 1905.826416
	Iteration 0F: 2 clusters Score -268355.1 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 1118 members 
Entering Unmasked Estep 
Score: -265667.031250 Penalty: 3811.652832
	Iteration 0F: 3 clusters Score -265667 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -266280.625000 Penalty: 3811.652832
	Iteration 1F: 3 clusters Score -266280.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -266757.593750 Penalty: 3811.652832
	Iteration 2F: 3 clusters Score -266757.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -267444.156250 Penalty: 3811.652832
	Iteration 3F: 3 clusters Score -267444.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -267891.968750 Penalty: 3811.652832
	Iteration 4F: 3 clusters Score -267892 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -268116.781250 Penalty: 3811.652832
	Iteration 5F: 3 clusters Score -268116.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -268243.593750 Penalty: 3811.652832
	Iteration 6Q: 3 clusters Score -268243.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -268316.968750 Penalty: 3811.652832
	Iteration 7Q: 3 clusters Score -268317 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -268361.812500 Penalty: 3811.652832
	Iteration 8Q: 3 clusters Score -268361.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -268408.937500 Penalty: 3811.652832
	Iteration 9Q: 3 clusters Score -268408.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -268443.375000 Penalty: 3811.652832
	Iteration 10Q: 3 clusters Score -268443.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -268485.125000 Penalty: 3811.652832
	Iteration 11Q: 3 clusters Score -268485.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -268517.250000 Penalty: 3811.652832
	Iteration 12Q: 3 clusters Score -268517.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -268543.468750 Penalty: 3811.652832
	Iteration 13Q: 3 clusters Score -268543.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -268562.281250 Penalty: 3811.652832
	Iteration 14Q: 3 clusters Score -268562.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -268575.875000 Penalty: 3811.652832
	Iteration 15Q: 3 clusters Score -268575.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -268580.937500 Penalty: 3811.652832
	Iteration 16Q: 3 clusters Score -268580.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -268581.875000 Penalty: 3811.652832
	Iteration 17Q: 3 clusters Score -268581.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -268582.156250 Penalty: 3811.652832
	Iteration 18Q: 3 clusters Score -268582.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -268582.593750 Penalty: 3811.652832
	Iteration 19Q: 3 clusters Score -268582.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -268582.593750 Penalty: 3811.652832
	Iteration 20F: 3 clusters Score -268582.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 615 members 
Mstep: Class 6 contains 210222 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 4739 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 42555 members 
Mstep: Class 11 contains 20331 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 8451 members 
Mstep: Class 14 contains 98019 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 7675 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 19651 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 243 members 
Mstep: Class 25 contains 1560 members 
Entering Unmasked Estep 
Score: -57773424.000000 Penalty: 80858.523438
Splitting cluster 5 changes total score from -57774596.000000 to -57773424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (210222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210222 members 
Entering Unmasked Estep 
Score: -26556024.000000 Penalty: 3039.468018
	Iteration 0F: 2 clusters Score -2.655602e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104812 members 
Mstep: Class 2 contains 105410 members 
Entering Unmasked Estep 
Score: -26421694.000000 Penalty: 6078.936035
	Iteration 0F: 3 clusters Score -2.642169e+07 nChanged 101254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100320 members 
Mstep: Class 2 contains 109902 members 
Entering Unmasked Estep 
Score: -26481366.000000 Penalty: 6078.936035
	Iteration 1F: 3 clusters Score -2.648137e+07 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97402 members 
Mstep: Class 2 contains 112820 members 
Entering Unmasked Estep 
Score: -26482706.000000 Penalty: 6078.936035
	Iteration 2Q: 3 clusters Score -2.648271e+07 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92793 members 
Mstep: Class 2 contains 117429 members 
Entering Unmasked Estep 
Score: -26484658.000000 Penalty: 6078.936035
	Iteration 3Q: 3 clusters Score -2.648466e+07 nChanged 8713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85896 members 
Mstep: Class 2 contains 124326 members 
Entering Unmasked Estep 
Score: -26488026.000000 Penalty: 6078.936035
	Iteration 4Q: 3 clusters Score -2.648803e+07 nChanged 11166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75848 members 
Mstep: Class 2 contains 134374 members 
Entering Unmasked Estep 
Score: -26494060.000000 Penalty: 6078.936035
	Iteration 5F: 3 clusters Score -2.649406e+07 nChanged 14246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62210 members 
Mstep: Class 2 contains 148012 members 
Entering Unmasked Estep 
Score: -26503142.000000 Penalty: 6078.936035
	Iteration 6F: 3 clusters Score -2.650314e+07 nChanged 16621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 164419 members 
Entering Unmasked Estep 
Score: -26515762.000000 Penalty: 6078.936035
	Iteration 7F: 3 clusters Score -2.651576e+07 nChanged 16529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 180844 members 
Entering Unmasked Estep 
Score: -26529646.000000 Penalty: 6078.936035
	Iteration 8F: 3 clusters Score -2.652965e+07 nChanged 12912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 193734 members 
Entering Unmasked Estep 
Score: -26540826.000000 Penalty: 6078.936035
	Iteration 9F: 3 clusters Score -2.654083e+07 nChanged 8303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 202025 members 
Entering Unmasked Estep 
Score: -26547652.000000 Penalty: 6078.936035
	Iteration 10Q: 3 clusters Score -2.654765e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 206362 members 
Entering Unmasked Estep 
Score: -26550858.000000 Penalty: 6078.936035
	Iteration 11Q: 3 clusters Score -2.655086e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 208340 members 
Entering Unmasked Estep 
Score: -26552244.000000 Penalty: 6078.936035
	Iteration 12Q: 3 clusters Score -2.655224e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 209188 members 
Entering Unmasked Estep 
Score: -26552982.000000 Penalty: 6078.936035
	Iteration 13Q: 3 clusters Score -2.655298e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 209521 members 
Entering Unmasked Estep 
Score: -26553204.000000 Penalty: 6078.936035
	Iteration 14Q: 3 clusters Score -2.65532e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 209656 members 
Entering Unmasked Estep 
Score: -26553304.000000 Penalty: 6078.936035
	Iteration 15Q: 3 clusters Score -2.65533e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 209721 members 
Entering Unmasked Estep 
Score: -26553398.000000 Penalty: 6078.936035
	Iteration 16Q: 3 clusters Score -2.65534e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 209764 members 
Entering Unmasked Estep 
Score: -26553438.000000 Penalty: 6078.936035
	Iteration 17Q: 3 clusters Score -2.655344e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 209784 members 
Entering Unmasked Estep 
Score: -26553472.000000 Penalty: 6078.936035
	Iteration 18Q: 3 clusters Score -2.655347e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 209804 members 
Entering Unmasked Estep 
Score: -26553500.000000 Penalty: 6078.936035
	Iteration 19Q: 3 clusters Score -2.65535e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 209822 members 
Entering Unmasked Estep 
Score: -26553510.000000 Penalty: 6078.936035
	Iteration 20F: 3 clusters Score -2.655351e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 209834 members 
Entering Unmasked Estep 
Score: -26553560.000000 Penalty: 6078.936035
	Iteration 21Q: 3 clusters Score -2.655356e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 209837 members 
Entering Unmasked Estep 
Score: -26553566.000000 Penalty: 6078.936035
	Iteration 22Q: 3 clusters Score -2.655357e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 209843 members 
Entering Unmasked Estep 
Score: -26553596.000000 Penalty: 6078.936035
	Iteration 23Q: 3 clusters Score -2.65536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 209846 members 
Entering Unmasked Estep 
Score: -26553592.000000 Penalty: 6078.936035
	Iteration 24Q: 3 clusters Score -2.655359e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 209848 members 
Entering Unmasked Estep 
Score: -26553606.000000 Penalty: 6078.936035
	Iteration 25Q: 3 clusters Score -2.655361e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 209850 members 
Entering Unmasked Estep 
Score: -26553594.000000 Penalty: 6078.936035
	Iteration 26Q: 3 clusters Score -2.655359e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 209850 members 
Entering Unmasked Estep 
Score: -26553594.000000 Penalty: 6078.936035
	Iteration 27F: 3 clusters Score -2.655359e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Entering Unmasked Estep 
Score: -65321.929688 Penalty: 1578.458252
	Iteration 0F: 2 clusters Score -65321.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -63715.976562 Penalty: 3156.916504
	Iteration 0F: 3 clusters Score -63715.98 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -63897.914062 Penalty: 3156.916504
	Iteration 1F: 3 clusters Score -63897.91 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -63973.421875 Penalty: 3156.916504
	Iteration 2F: 3 clusters Score -63973.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -64008.566406 Penalty: 3156.916504
	Iteration 3Q: 3 clusters Score -64008.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -64022.804688 Penalty: 3156.916504
	Iteration 4Q: 3 clusters Score -64022.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -64026.988281 Penalty: 3156.916504
	Iteration 5Q: 3 clusters Score -64026.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -64032.625000 Penalty: 3156.916504
	Iteration 6Q: 3 clusters Score -64032.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -64036.746094 Penalty: 3156.916504
	Iteration 7Q: 3 clusters Score -64036.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64042.546875 Penalty: 3156.916504
	Iteration 8Q: 3 clusters Score -64042.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64050.070312 Penalty: 3156.916504
	Iteration 9Q: 3 clusters Score -64050.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -64061.972656 Penalty: 3156.916504
	Iteration 10Q: 3 clusters Score -64061.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -64066.320312 Penalty: 3156.916504
	Iteration 11Q: 3 clusters Score -64066.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -64074.906250 Penalty: 3156.916504
	Iteration 12Q: 3 clusters Score -64074.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -64080.011719 Penalty: 3156.916504
	Iteration 13Q: 3 clusters Score -64080.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -64087.015625 Penalty: 3156.916504
	Iteration 14Q: 3 clusters Score -64087.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -64096.152344 Penalty: 3156.916504
	Iteration 15Q: 3 clusters Score -64096.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -64104.003906 Penalty: 3156.916504
	Iteration 16Q: 3 clusters Score -64104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -64105.859375 Penalty: 3156.916504
	Iteration 17Q: 3 clusters Score -64105.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -64105.859375 Penalty: 3156.916504
	Iteration 18F: 3 clusters Score -64105.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Entering Unmasked Estep 
Score: -598990.000000 Penalty: 2098.968018
	Iteration 0F: 2 clusters Score -598990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -594694.875000 Penalty: 4197.936035
	Iteration 0F: 3 clusters Score -594694.9 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -595664.062500 Penalty: 4197.936035
	Iteration 1F: 3 clusters Score -595664.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -595859.937500 Penalty: 4197.936035
	Iteration 2F: 3 clusters Score -595859.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -596012.000000 Penalty: 4197.936035
	Iteration 3Q: 3 clusters Score -596012 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -596122.062500 Penalty: 4197.936035
	Iteration 4Q: 3 clusters Score -596122.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -596194.437500 Penalty: 4197.936035
	Iteration 5Q: 3 clusters Score -596194.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -596262.687500 Penalty: 4197.936035
	Iteration 6Q: 3 clusters Score -596262.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -596327.250000 Penalty: 4197.936035
	Iteration 7Q: 3 clusters Score -596327.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -596388.625000 Penalty: 4197.936035
	Iteration 8Q: 3 clusters Score -596388.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -596450.625000 Penalty: 4197.936035
	Iteration 9Q: 3 clusters Score -596450.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -596504.625000 Penalty: 4197.936035
	Iteration 10Q: 3 clusters Score -596504.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -596561.125000 Penalty: 4197.936035
	Iteration 11Q: 3 clusters Score -596561.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -596617.062500 Penalty: 4197.936035
	Iteration 12Q: 3 clusters Score -596617.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -596676.062500 Penalty: 4197.936035
	Iteration 13Q: 3 clusters Score -596676.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -596746.937500 Penalty: 4197.936035
	Iteration 14Q: 3 clusters Score -596746.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -596818.062500 Penalty: 4197.936035
	Iteration 15Q: 3 clusters Score -596818.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -596922.625000 Penalty: 4197.936035
	Iteration 16Q: 3 clusters Score -596922.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -597033.500000 Penalty: 4197.936035
	Iteration 17Q: 3 clusters Score -597033.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -597182.187500 Penalty: 4197.936035
	Iteration 18Q: 3 clusters Score -597182.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -597360.500000 Penalty: 4197.936035
	Iteration 19Q: 3 clusters Score -597360.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -597537.750000 Penalty: 4197.936035
	Iteration 20F: 3 clusters Score -597537.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -597645.375000 Penalty: 4197.936035
	Iteration 21Q: 3 clusters Score -597645.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -597717.875000 Penalty: 4197.936035
	Iteration 22Q: 3 clusters Score -597717.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -597777.812500 Penalty: 4197.936035
	Iteration 23Q: 3 clusters Score -597777.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -597825.187500 Penalty: 4197.936035
	Iteration 24Q: 3 clusters Score -597825.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -597858.750000 Penalty: 4197.936035
	Iteration 25Q: 3 clusters Score -597858.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -597881.750000 Penalty: 4197.936035
	Iteration 26Q: 3 clusters Score -597881.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -597890.875000 Penalty: 4197.936035
	Iteration 27Q: 3 clusters Score -597890.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -597896.812500 Penalty: 4197.936035
	Iteration 28Q: 3 clusters Score -597896.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -597901.250000 Penalty: 4197.936035
	Iteration 29Q: 3 clusters Score -597901.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -597907.437500 Penalty: 4197.936035
	Iteration 30Q: 3 clusters Score -597907.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -597912.000000 Penalty: 4197.936035
	Iteration 31Q: 3 clusters Score -597912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -597912.625000 Penalty: 4197.936035
	Iteration 32Q: 3 clusters Score -597912.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -597914.750000 Penalty: 4197.936035
	Iteration 33Q: 3 clusters Score -597914.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -597915.250000 Penalty: 4197.936035
	Iteration 34Q: 3 clusters Score -597915.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -597915.437500 Penalty: 4197.936035
	Iteration 35Q: 3 clusters Score -597915.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -597915.562500 Penalty: 4197.936035
	Iteration 36Q: 3 clusters Score -597915.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -597915.562500 Penalty: 4197.936035
	Iteration 37F: 3 clusters Score -597915.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -58336.835938 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -58336.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -56774.406250 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -56774.41 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -56986.046875 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -56986.05 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -57081.839844 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -57081.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -57176.210938 Penalty: 3128.816650
	Iteration 3Q: 3 clusters Score -57176.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -57317.203125 Penalty: 3128.816650
	Iteration 4Q: 3 clusters Score -57317.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -57418.523438 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -57418.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -57486.003906 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -57486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -57533.816406 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -57533.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -57563.273438 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -57563.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -57593.378906 Penalty: 3128.816650
	Iteration 9Q: 3 clusters Score -57593.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -57647.289062 Penalty: 3128.816650
	Iteration 10Q: 3 clusters Score -57647.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -57680.539062 Penalty: 3128.816650
	Iteration 11Q: 3 clusters Score -57680.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -57720.792969 Penalty: 3128.816650
	Iteration 12Q: 3 clusters Score -57720.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -57786.097656 Penalty: 3128.816650
	Iteration 13Q: 3 clusters Score -57786.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -57837.503906 Penalty: 3128.816650
	Iteration 14Q: 3 clusters Score -57837.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -57867.031250 Penalty: 3128.816650
	Iteration 15Q: 3 clusters Score -57867.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -57886.085938 Penalty: 3128.816650
	Iteration 16Q: 3 clusters Score -57886.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -57934.058594 Penalty: 3128.816650
	Iteration 17Q: 3 clusters Score -57934.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -57984.804688 Penalty: 3128.816650
	Iteration 18Q: 3 clusters Score -57984.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -58004.136719 Penalty: 3128.816650
	Iteration 19Q: 3 clusters Score -58004.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -58007.679688 Penalty: 3128.816650
	Iteration 20F: 3 clusters Score -58007.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -58011.011719 Penalty: 3128.816650
	Iteration 21Q: 3 clusters Score -58011.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -58011.011719 Penalty: 3128.816650
	Iteration 22F: 3 clusters Score -58011.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Entering Unmasked Estep 
Score: -5461494.000000 Penalty: 2643.321045
	Iteration 0F: 2 clusters Score -5461494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -5432714.000000 Penalty: 5286.642090
	Iteration 0F: 3 clusters Score -5432714 nChanged 19442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -5443557.000000 Penalty: 5286.642090
	Iteration 1F: 3 clusters Score -5443557 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -5444131.000000 Penalty: 5286.642090
	Iteration 2Q: 3 clusters Score -5444131 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -5444685.500000 Penalty: 5286.642090
	Iteration 3Q: 3 clusters Score -5444686 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -5445245.000000 Penalty: 5286.642090
	Iteration 4Q: 3 clusters Score -5445245 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -5445884.000000 Penalty: 5286.642090
	Iteration 5Q: 3 clusters Score -5445884 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -5446770.500000 Penalty: 5286.642090
	Iteration 6Q: 3 clusters Score -5446770 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -5447959.500000 Penalty: 5286.642090
	Iteration 7Q: 3 clusters Score -5447960 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -5449634.000000 Penalty: 5286.642090
	Iteration 8F: 3 clusters Score -5449634 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -5451615.000000 Penalty: 5286.642090
	Iteration 9F: 3 clusters Score -5451615 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -5453529.000000 Penalty: 5286.642090
	Iteration 10F: 3 clusters Score -5453529 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -5454689.000000 Penalty: 5286.642090
	Iteration 11F: 3 clusters Score -5454689 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -5455182.500000 Penalty: 5286.642090
	Iteration 12Q: 3 clusters Score -5455182 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -5455391.500000 Penalty: 5286.642090
	Iteration 13Q: 3 clusters Score -5455392 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -5455558.500000 Penalty: 5286.642090
	Iteration 14Q: 3 clusters Score -5455558 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -5455690.000000 Penalty: 5286.642090
	Iteration 15Q: 3 clusters Score -5455690 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -5455739.500000 Penalty: 5286.642090
	Iteration 16Q: 3 clusters Score -5455740 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -5455793.000000 Penalty: 5286.642090
	Iteration 17Q: 3 clusters Score -5455793 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -5455864.000000 Penalty: 5286.642090
	Iteration 18Q: 3 clusters Score -5455864 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -5455888.000000 Penalty: 5286.642090
	Iteration 19Q: 3 clusters Score -5455888 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -5455892.500000 Penalty: 5286.642090
	Iteration 20F: 3 clusters Score -5455892 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -5455928.000000 Penalty: 5286.642090
	Iteration 21Q: 3 clusters Score -5455928 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -5455932.000000 Penalty: 5286.642090
	Iteration 22Q: 3 clusters Score -5455932 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -5455945.500000 Penalty: 5286.642090
	Iteration 23Q: 3 clusters Score -5455946 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -5455973.500000 Penalty: 5286.642090
	Iteration 24Q: 3 clusters Score -5455974 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -5455970.500000 Penalty: 5286.642090
	Iteration 25Q: 3 clusters Score -5455970 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -5455991.500000 Penalty: 5286.642090
	Iteration 26Q: 3 clusters Score -5455992 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -5456011.500000 Penalty: 5286.642090
	Iteration 27Q: 3 clusters Score -5456012 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -5456020.500000 Penalty: 5286.642090
	Iteration 28Q: 3 clusters Score -5456020 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -5456020.000000 Penalty: 5286.642090
	Iteration 29Q: 3 clusters Score -5456020 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -5456025.000000 Penalty: 5286.642090
	Iteration 30Q: 3 clusters Score -5456025 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -5456025.000000 Penalty: 5286.642090
	Iteration 31Q: 3 clusters Score -5456025 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -5456024.000000 Penalty: 5286.642090
	Iteration 32Q: 3 clusters Score -5456024 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -5456007.500000 Penalty: 5286.642090
	Iteration 33Q: 3 clusters Score -5456008 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -5456028.500000 Penalty: 5286.642090
	Iteration 34Q: 3 clusters Score -5456028 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -5456025.000000 Penalty: 5286.642090
	Iteration 35Q: 3 clusters Score -5456025 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -5456017.500000 Penalty: 5286.642090
	Iteration 36Q: 3 clusters Score -5456018 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -5456025.500000 Penalty: 5286.642090
	Iteration 37Q: 3 clusters Score -5456026 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -5456036.500000 Penalty: 5286.642090
	Iteration 38Q: 3 clusters Score -5456036 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -5456035.000000 Penalty: 5286.642090
	Iteration 39Q: 3 clusters Score -5456035 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -5456045.500000 Penalty: 5286.642090
	Iteration 40F: 3 clusters Score -5456046 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -5456068.000000 Penalty: 5286.642090
	Iteration 41Q: 3 clusters Score -5456068 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -5456059.000000 Penalty: 5286.642090
	Iteration 42Q: 3 clusters Score -5456059 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -5456057.500000 Penalty: 5286.642090
	Iteration 43Q: 3 clusters Score -5456058 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -5456053.500000 Penalty: 5286.642090
	Iteration 44Q: 3 clusters Score -5456054 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -5456068.500000 Penalty: 5286.642090
	Iteration 45Q: 3 clusters Score -5456068 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -5456080.000000 Penalty: 5286.642090
	Iteration 46Q: 3 clusters Score -5456080 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -5456086.000000 Penalty: 5286.642090
	Iteration 47Q: 3 clusters Score -5456086 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -5456087.500000 Penalty: 5286.642090
	Iteration 48Q: 3 clusters Score -5456088 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -5456098.000000 Penalty: 5286.642090
	Iteration 49Q: 3 clusters Score -5456098 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -5456092.500000 Penalty: 5286.642090
	Iteration 50Q: 3 clusters Score -5456092 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -5456092.000000 Penalty: 5286.642090
	Iteration 51Q: 3 clusters Score -5456092 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -5456082.500000 Penalty: 5286.642090
	Iteration 52Q: 3 clusters Score -5456082 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -5456088.500000 Penalty: 5286.642090
	Iteration 53Q: 3 clusters Score -5456088 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -5456073.500000 Penalty: 5286.642090
	Iteration 54Q: 3 clusters Score -5456074 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -5456064.000000 Penalty: 5286.642090
	Iteration 55Q: 3 clusters Score -5456064 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -5456067.500000 Penalty: 5286.642090
	Iteration 56Q: 3 clusters Score -5456068 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -5456079.000000 Penalty: 5286.642090
	Iteration 57Q: 3 clusters Score -5456079 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -5456073.000000 Penalty: 5286.642090
	Iteration 58Q: 3 clusters Score -5456073 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -5456073.000000 Penalty: 5286.642090
	Iteration 59Q: 3 clusters Score -5456073 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -5456081.500000 Penalty: 5286.642090
	Iteration 60F: 3 clusters Score -5456082 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -5456089.000000 Penalty: 5286.642090
	Iteration 61Q: 3 clusters Score -5456089 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -5456078.000000 Penalty: 5286.642090
	Iteration 62Q: 3 clusters Score -5456078 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -5456065.500000 Penalty: 5286.642090
	Iteration 63Q: 3 clusters Score -5456066 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -5456080.500000 Penalty: 5286.642090
	Iteration 64Q: 3 clusters Score -5456080 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -5456073.000000 Penalty: 5286.642090
	Iteration 65Q: 3 clusters Score -5456073 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -5456088.000000 Penalty: 5286.642090
	Iteration 66Q: 3 clusters Score -5456088 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -5456099.000000 Penalty: 5286.642090
	Iteration 67Q: 3 clusters Score -5456099 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -5456094.000000 Penalty: 5286.642090
	Iteration 68Q: 3 clusters Score -5456094 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -5456092.000000 Penalty: 5286.642090
	Iteration 69Q: 3 clusters Score -5456092 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -5456099.000000 Penalty: 5286.642090
	Iteration 70Q: 3 clusters Score -5456099 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -5456096.000000 Penalty: 5286.642090
	Iteration 71Q: 3 clusters Score -5456096 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -5456086.000000 Penalty: 5286.642090
	Iteration 72Q: 3 clusters Score -5456086 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -5456097.000000 Penalty: 5286.642090
	Iteration 73Q: 3 clusters Score -5456097 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -5456114.500000 Penalty: 5286.642090
	Iteration 74Q: 3 clusters Score -5456114 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -5456104.500000 Penalty: 5286.642090
	Iteration 75Q: 3 clusters Score -5456104 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -5456126.500000 Penalty: 5286.642090
	Iteration 76Q: 3 clusters Score -5456126 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -5456134.500000 Penalty: 5286.642090
	Iteration 77Q: 3 clusters Score -5456134 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -5456141.500000 Penalty: 5286.642090
	Iteration 78Q: 3 clusters Score -5456142 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -5456138.500000 Penalty: 5286.642090
	Iteration 79Q: 3 clusters Score -5456138 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -5456149.500000 Penalty: 5286.642090
	Iteration 80F: 3 clusters Score -5456150 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5456158 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5456170 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5456165 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -5456193.000000 Penalty: 5286.642090
	Iteration 84Q: 3 clusters Score -5456193 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5456220 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5456222 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5456232 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5456248 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5456285 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5456279 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5456307 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -5456329.500000 Penalty: 5286.642090
	Iteration 92Q: 3 clusters Score -5456330 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5456338 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5456338 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5456376 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5456391 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -5456418.500000 Penalty: 5286.642090
	Iteration 97Q: 3 clusters Score -5456418 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5456439 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -5456447.500000 Penalty: 5286.642090
	Iteration 99Q: 3 clusters Score -5456448 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5456476 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -5456516.500000 Penalty: 5286.642090
	Iteration 101Q: 3 clusters Score -5456516 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5456532 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5456563 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5456590 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5456630 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5456670 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5456712 nChanged 228
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5456751 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5456788 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5456836 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31919 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5456882 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5456918 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32353 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5456948 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32556 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5456978 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5457006 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5457056 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5457067 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5457076 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5457096 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5457150 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5457200 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5457266 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5457308 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5457358 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -5457423.500000 Penalty: 5286.642090
	Iteration 125Q: 3 clusters Score -5457424 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5457466 nChanged 250
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5457509 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5457568 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5457630 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5457694 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -5457745.500000 Penalty: 5286.642090
	Iteration 131Q: 3 clusters Score -5457746 nChanged 230
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5457766 nChanged 222
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -5457843.500000 Penalty: 5286.642090
	Iteration 133Q: 3 clusters Score -5457844 nChanged 253
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5457908 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37472 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -5457978.500000 Penalty: 5286.642090
	Iteration 135Q: 3 clusters Score -5457978 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -5458052.500000 Penalty: 5286.642090
	Iteration 136Q: 3 clusters Score -5458052 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5458108 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38142 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5458186 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -5458255.000000 Penalty: 5286.642090
	Iteration 139Q: 3 clusters Score -5458255 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -5458308.000000 Penalty: 5286.642090
	Iteration 140F: 3 clusters Score -5458308 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5458366 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5458420 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5458478 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5458528 nChanged 188
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5458580 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -5458629.500000 Penalty: 5286.642090
	Iteration 146Q: 3 clusters Score -5458630 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5458678 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -5458723.000000 Penalty: 5286.642090
	Iteration 148Q: 3 clusters Score -5458723 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5458780 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5458821 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40257 members 
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Entering Unmasked Estep 
Score: -5458850.500000 Penalty: 5286.642090
	Iteration 151Q: 3 clusters Score -5458850 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5458884 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -5458921.500000 Penalty: 5286.642090
	Iteration 153Q: 3 clusters Score -5458922 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5458962 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5458998 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -5459008 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40753 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -5459034.500000 Penalty: 5286.642090
	Iteration 157Q: 3 clusters Score -5459034 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -5459046.500000 Penalty: 5286.642090
	Iteration 158Q: 3 clusters Score -5459046 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -5459067 nChanged 53
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Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -5459087.500000 Penalty: 5286.642090
	Iteration 160F: 3 clusters Score -5459088 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5459100 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -5459131.500000 Penalty: 5286.642090
	Iteration 162Q: 3 clusters Score -5459132 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -5459165 nChanged 49
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Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5459178 nChanged 42
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Mstep: Class 1 contains 41143 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -5459183.000000 Penalty: 5286.642090
	Iteration 165Q: 3 clusters Score -5459183 nChanged 39
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Mstep: Class 1 contains 41176 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -5459204.500000 Penalty: 5286.642090
	Iteration 166Q: 3 clusters Score -5459204 nChanged 34
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Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -5459231 nChanged 26
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Mstep: Class 1 contains 41228 members 
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Entering Unmasked Estep 
Score: -5459229.500000 Penalty: 5286.642090
	Iteration 168Q: 3 clusters Score -5459230 nChanged 14
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Mstep: Class 1 contains 41240 members 
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -5459224 nChanged 12
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Mstep: Class 1 contains 41250 members 
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -5459234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -5459242.000000 Penalty: 5286.642090
	Iteration 171Q: 3 clusters Score -5459242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -5459243.000000 Penalty: 5286.642090
	Iteration 172Q: 3 clusters Score -5459243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -5459242.500000 Penalty: 5286.642090
	Iteration 173Q: 3 clusters Score -5459242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -5459247.000000 Penalty: 5286.642090
	Iteration 174Q: 3 clusters Score -5459247 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5459260.500000 Penalty: 5286.642090
	Iteration 175Q: 3 clusters Score -5459260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -5459258.500000 Penalty: 5286.642090
	Iteration 176Q: 3 clusters Score -5459258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5459254.000000 Penalty: 5286.642090
	Iteration 177Q: 3 clusters Score -5459254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5459254.500000 Penalty: 5286.642090
	Iteration 178Q: 3 clusters Score -5459254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -5459254.500000 Penalty: 5286.642090
	Iteration 179Q: 3 clusters Score -5459254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -5459253.500000 Penalty: 5286.642090
	Iteration 180F: 3 clusters Score -5459254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41341 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -5459258.500000 Penalty: 5286.642090
	Iteration 181Q: 3 clusters Score -5459258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -5459258.000000 Penalty: 5286.642090
	Iteration 182Q: 3 clusters Score -5459258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -5459259.500000 Penalty: 5286.642090
	Iteration 183Q: 3 clusters Score -5459260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -5459262.500000 Penalty: 5286.642090
	Iteration 184Q: 3 clusters Score -5459262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -5459262.500000 Penalty: 5286.642090
	Iteration 185Q: 3 clusters Score -5459262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -5459264.000000 Penalty: 5286.642090
	Iteration 186Q: 3 clusters Score -5459264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -5459264.000000 Penalty: 5286.642090
	Iteration 187F: 3 clusters Score -5459264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Entering Unmasked Estep 
Score: -2537159.750000 Penalty: 2460.135742
	Iteration 0F: 2 clusters Score -2537160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2522879.250000 Penalty: 4920.271484
	Iteration 0F: 3 clusters Score -2522879 nChanged 8928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2527583.250000 Penalty: 4920.271484
	Iteration 1F: 3 clusters Score -2527583 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -2527962.250000 Penalty: 4920.271484
	Iteration 2F: 3 clusters Score -2527962 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2528203.250000 Penalty: 4920.271484
	Iteration 3Q: 3 clusters Score -2528203 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2528399.000000 Penalty: 4920.271484
	Iteration 4Q: 3 clusters Score -2528399 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -2528576.500000 Penalty: 4920.271484
	Iteration 5Q: 3 clusters Score -2528576 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -2528734.750000 Penalty: 4920.271484
	Iteration 6Q: 3 clusters Score -2528735 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2528897.250000 Penalty: 4920.271484
	Iteration 7Q: 3 clusters Score -2528897 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -2529082.250000 Penalty: 4920.271484
	Iteration 8Q: 3 clusters Score -2529082 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -2529318.250000 Penalty: 4920.271484
	Iteration 9Q: 3 clusters Score -2529318 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -2529614.750000 Penalty: 4920.271484
	Iteration 10Q: 3 clusters Score -2529615 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -2530014.000000 Penalty: 4920.271484
	Iteration 11Q: 3 clusters Score -2530014 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -2530571.250000 Penalty: 4920.271484
	Iteration 12Q: 3 clusters Score -2530571 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -2531256.750000 Penalty: 4920.271484
	Iteration 13F: 3 clusters Score -2531257 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2532121.250000 Penalty: 4920.271484
	Iteration 14F: 3 clusters Score -2532121 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2532994.250000 Penalty: 4920.271484
	Iteration 15F: 3 clusters Score -2532994 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2533773.000000 Penalty: 4920.271484
	Iteration 16Q: 3 clusters Score -2533773 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2534360.500000 Penalty: 4920.271484
	Iteration 17Q: 3 clusters Score -2534360 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2534689.500000 Penalty: 4920.271484
	Iteration 18Q: 3 clusters Score -2534690 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2534869.250000 Penalty: 4920.271484
	Iteration 19Q: 3 clusters Score -2534869 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2534978.000000 Penalty: 4920.271484
	Iteration 20F: 3 clusters Score -2534978 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2535027.750000 Penalty: 4920.271484
	Iteration 21Q: 3 clusters Score -2535028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2535051.250000 Penalty: 4920.271484
	Iteration 22Q: 3 clusters Score -2535051 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2535069.000000 Penalty: 4920.271484
	Iteration 23Q: 3 clusters Score -2535069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2535077.250000 Penalty: 4920.271484
	Iteration 24Q: 3 clusters Score -2535077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2535089.500000 Penalty: 4920.271484
	Iteration 25Q: 3 clusters Score -2535090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2535095.500000 Penalty: 4920.271484
	Iteration 26Q: 3 clusters Score -2535096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2535105.250000 Penalty: 4920.271484
	Iteration 27Q: 3 clusters Score -2535105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2535114.500000 Penalty: 4920.271484
	Iteration 28Q: 3 clusters Score -2535114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2535124.750000 Penalty: 4920.271484
	Iteration 29Q: 3 clusters Score -2535125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2535135.500000 Penalty: 4920.271484
	Iteration 30Q: 3 clusters Score -2535136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2535133.500000 Penalty: 4920.271484
	Iteration 31Q: 3 clusters Score -2535134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2535141.500000 Penalty: 4920.271484
	Iteration 32Q: 3 clusters Score -2535142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2535143.750000 Penalty: 4920.271484
	Iteration 33Q: 3 clusters Score -2535144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2535146.500000 Penalty: 4920.271484
	Iteration 34Q: 3 clusters Score -2535146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2535150.000000 Penalty: 4920.271484
	Iteration 35Q: 3 clusters Score -2535150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2535151.500000 Penalty: 4920.271484
	Iteration 36Q: 3 clusters Score -2535152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2535151.500000 Penalty: 4920.271484
	Iteration 37F: 3 clusters Score -2535152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -81366.664062 Penalty: 1608.945679
	Iteration 0F: 2 clusters Score -81366.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -79677.687500 Penalty: 3217.891357
	Iteration 0F: 3 clusters Score -79677.69 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -79866.515625 Penalty: 3217.891357
	Iteration 1F: 3 clusters Score -79866.52 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -79936.031250 Penalty: 3217.891357
	Iteration 2F: 3 clusters Score -79936.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -79965.046875 Penalty: 3217.891357
	Iteration 3Q: 3 clusters Score -79965.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -79983.195312 Penalty: 3217.891357
	Iteration 4Q: 3 clusters Score -79983.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -79991.773438 Penalty: 3217.891357
	Iteration 5Q: 3 clusters Score -79991.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -79994.710938 Penalty: 3217.891357
	Iteration 6Q: 3 clusters Score -79994.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -79995.796875 Penalty: 3217.891357
	Iteration 7Q: 3 clusters Score -79995.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -79995.796875 Penalty: 3217.891357
	Iteration 8F: 3 clusters Score -79995.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Entering Unmasked Estep 
Score: -1093245.500000 Penalty: 2242.425781
	Iteration 0F: 2 clusters Score -1093246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1086517.375000 Penalty: 4484.851562
	Iteration 0F: 3 clusters Score -1086517 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1088319.000000 Penalty: 4484.851562
	Iteration 1F: 3 clusters Score -1088319 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1088602.250000 Penalty: 4484.851562
	Iteration 2F: 3 clusters Score -1088602 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1088797.750000 Penalty: 4484.851562
	Iteration 3F: 3 clusters Score -1088798 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1088954.750000 Penalty: 4484.851562
	Iteration 4Q: 3 clusters Score -1088955 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1089074.500000 Penalty: 4484.851562
	Iteration 5Q: 3 clusters Score -1089074 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1089195.125000 Penalty: 4484.851562
	Iteration 6Q: 3 clusters Score -1089195 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1089312.500000 Penalty: 4484.851562
	Iteration 7Q: 3 clusters Score -1089312 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1089413.250000 Penalty: 4484.851562
	Iteration 8Q: 3 clusters Score -1089413 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1089519.375000 Penalty: 4484.851562
	Iteration 9Q: 3 clusters Score -1089519 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1089633.750000 Penalty: 4484.851562
	Iteration 10Q: 3 clusters Score -1089634 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1089771.375000 Penalty: 4484.851562
	Iteration 11Q: 3 clusters Score -1089771 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1089932.250000 Penalty: 4484.851562
	Iteration 12Q: 3 clusters Score -1089932 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1090129.375000 Penalty: 4484.851562
	Iteration 13Q: 3 clusters Score -1090129 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1090316.000000 Penalty: 4484.851562
	Iteration 14Q: 3 clusters Score -1090316 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1090510.375000 Penalty: 4484.851562
	Iteration 15Q: 3 clusters Score -1090510 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1090674.750000 Penalty: 4484.851562
	Iteration 16Q: 3 clusters Score -1090675 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1090800.375000 Penalty: 4484.851562
	Iteration 17Q: 3 clusters Score -1090800 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1090921.000000 Penalty: 4484.851562
	Iteration 18Q: 3 clusters Score -1090921 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1090999.750000 Penalty: 4484.851562
	Iteration 19Q: 3 clusters Score -1091000 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1091049.125000 Penalty: 4484.851562
	Iteration 20F: 3 clusters Score -1091049 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1091089.000000 Penalty: 4484.851562
	Iteration 21Q: 3 clusters Score -1091089 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1091115.125000 Penalty: 4484.851562
	Iteration 22Q: 3 clusters Score -1091115 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1091137.250000 Penalty: 4484.851562
	Iteration 23Q: 3 clusters Score -1091137 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1091160.875000 Penalty: 4484.851562
	Iteration 24Q: 3 clusters Score -1091161 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1091183.875000 Penalty: 4484.851562
	Iteration 25Q: 3 clusters Score -1091184 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1091205.250000 Penalty: 4484.851562
	Iteration 26Q: 3 clusters Score -1091205 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1091226.875000 Penalty: 4484.851562
	Iteration 27Q: 3 clusters Score -1091227 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1091238.875000 Penalty: 4484.851562
	Iteration 28Q: 3 clusters Score -1091239 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1091251.250000 Penalty: 4484.851562
	Iteration 29Q: 3 clusters Score -1091251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1091258.875000 Penalty: 4484.851562
	Iteration 30Q: 3 clusters Score -1091259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1091270.250000 Penalty: 4484.851562
	Iteration 31Q: 3 clusters Score -1091270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1091275.750000 Penalty: 4484.851562
	Iteration 32Q: 3 clusters Score -1091276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1091283.875000 Penalty: 4484.851562
	Iteration 33Q: 3 clusters Score -1091284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1091295.625000 Penalty: 4484.851562
	Iteration 34Q: 3 clusters Score -1091296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1091306.625000 Penalty: 4484.851562
	Iteration 35Q: 3 clusters Score -1091307 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1091313.625000 Penalty: 4484.851562
	Iteration 36Q: 3 clusters Score -1091314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1091322.375000 Penalty: 4484.851562
	Iteration 37Q: 3 clusters Score -1091322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1091329.500000 Penalty: 4484.851562
	Iteration 38Q: 3 clusters Score -1091330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1091334.125000 Penalty: 4484.851562
	Iteration 39Q: 3 clusters Score -1091334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1091337.625000 Penalty: 4484.851562
	Iteration 40F: 3 clusters Score -1091338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1091341.375000 Penalty: 4484.851562
	Iteration 41Q: 3 clusters Score -1091341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1091343.750000 Penalty: 4484.851562
	Iteration 42Q: 3 clusters Score -1091344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1091345.000000 Penalty: 4484.851562
	Iteration 43Q: 3 clusters Score -1091345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1091347.375000 Penalty: 4484.851562
	Iteration 44Q: 3 clusters Score -1091347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1091349.375000 Penalty: 4484.851562
	Iteration 45Q: 3 clusters Score -1091349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1091349.750000 Penalty: 4484.851562
	Iteration 46Q: 3 clusters Score -1091350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1091350.125000 Penalty: 4484.851562
	Iteration 47Q: 3 clusters Score -1091350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1091352.125000 Penalty: 4484.851562
	Iteration 48Q: 3 clusters Score -1091352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1091353.125000 Penalty: 4484.851562
	Iteration 49Q: 3 clusters Score -1091353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1091355.500000 Penalty: 4484.851562
	Iteration 50Q: 3 clusters Score -1091356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1091356.625000 Penalty: 4484.851562
	Iteration 51Q: 3 clusters Score -1091357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1091358.500000 Penalty: 4484.851562
	Iteration 52Q: 3 clusters Score -1091358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1091356.500000 Penalty: 4484.851562
	Iteration 53Q: 3 clusters Score -1091356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1091358.000000 Penalty: 4484.851562
	Iteration 54Q: 3 clusters Score -1091358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1091359.000000 Penalty: 4484.851562
	Iteration 55Q: 3 clusters Score -1091359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1091359.625000 Penalty: 4484.851562
	Iteration 56Q: 3 clusters Score -1091360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1091358.625000 Penalty: 4484.851562
	Iteration 57Q: 3 clusters Score -1091359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1091358.375000 Penalty: 4484.851562
	Iteration 58Q: 3 clusters Score -1091358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1091358.375000 Penalty: 4484.851562
	Iteration 59F: 3 clusters Score -1091358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (98019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98019 members 
Entering Unmasked Estep 
Score: -12587625.000000 Penalty: 2850.243408
	Iteration 0F: 2 clusters Score -1.258762e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49045 members 
Mstep: Class 2 contains 48974 members 
Entering Unmasked Estep 
Score: -12522186.000000 Penalty: 5700.486816
	Iteration 0F: 3 clusters Score -1.252219e+07 nChanged 46260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50149 members 
Mstep: Class 2 contains 47870 members 
Entering Unmasked Estep 
Score: -12548799.000000 Penalty: 5700.486816
	Iteration 1F: 3 clusters Score -1.25488e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50946 members 
Mstep: Class 2 contains 47073 members 
Entering Unmasked Estep 
Score: -12549686.000000 Penalty: 5700.486816
	Iteration 2Q: 3 clusters Score -1.254969e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52140 members 
Mstep: Class 2 contains 45879 members 
Entering Unmasked Estep 
Score: -12550783.000000 Penalty: 5700.486816
	Iteration 3Q: 3 clusters Score -1.255078e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53860 members 
Mstep: Class 2 contains 44159 members 
Entering Unmasked Estep 
Score: -12552332.000000 Penalty: 5700.486816
	Iteration 4Q: 3 clusters Score -1.255233e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56392 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -12554472.000000 Penalty: 5700.486816
	Iteration 5Q: 3 clusters Score -1.255447e+07 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59958 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
Score: -12557520.000000 Penalty: 5700.486816
	Iteration 6F: 3 clusters Score -1.255752e+07 nChanged 6279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64701 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -12562052.000000 Penalty: 5700.486816
	Iteration 7F: 3 clusters Score -1.256205e+07 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69967 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -12568158.000000 Penalty: 5700.486816
	Iteration 8F: 3 clusters Score -1.256816e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74628 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -12574720.000000 Penalty: 5700.486816
	Iteration 9F: 3 clusters Score -1.257472e+07 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77479 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -12579074.000000 Penalty: 5700.486816
	Iteration 10Q: 3 clusters Score -1.257907e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79335 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -12581418.000000 Penalty: 5700.486816
	Iteration 11Q: 3 clusters Score -1.258142e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80694 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -12583068.000000 Penalty: 5700.486816
	Iteration 12Q: 3 clusters Score -1.258307e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81719 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -12584472.000000 Penalty: 5700.486816
	Iteration 13Q: 3 clusters Score -1.258447e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82481 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -12585242.000000 Penalty: 5700.486816
	Iteration 14Q: 3 clusters Score -1.258524e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83140 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -12585711.000000 Penalty: 5700.486816
	Iteration 15Q: 3 clusters Score -1.258571e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83673 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -12585911.000000 Penalty: 5700.486816
	Iteration 16Q: 3 clusters Score -1.258591e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84095 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -12586104.000000 Penalty: 5700.486816
	Iteration 17Q: 3 clusters Score -1.25861e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84471 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -12586161.000000 Penalty: 5700.486816
	Iteration 18Q: 3 clusters Score -1.258616e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84803 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -12586243.000000 Penalty: 5700.486816
	Iteration 19Q: 3 clusters Score -1.258624e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85103 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -12586322.000000 Penalty: 5700.486816
	Iteration 20F: 3 clusters Score -1.258632e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85358 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -12586379.000000 Penalty: 5700.486816
	Iteration 21Q: 3 clusters Score -1.258638e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85603 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -12586397.000000 Penalty: 5700.486816
	Iteration 22Q: 3 clusters Score -1.25864e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85809 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -12586406.000000 Penalty: 5700.486816
	Iteration 23Q: 3 clusters Score -1.258641e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86003 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -12586409.000000 Penalty: 5700.486816
	Iteration 24Q: 3 clusters Score -1.258641e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86177 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -12586459.000000 Penalty: 5700.486816
	Iteration 25Q: 3 clusters Score -1.258646e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86311 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -12586442.000000 Penalty: 5700.486816
	Iteration 26Q: 3 clusters Score -1.258644e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86416 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -12586442.000000 Penalty: 5700.486816
	Iteration 27Q: 3 clusters Score -1.258644e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86505 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -12586476.000000 Penalty: 5700.486816
	Iteration 28Q: 3 clusters Score -1.258648e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86586 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -12586494.000000 Penalty: 5700.486816
	Iteration 29Q: 3 clusters Score -1.258649e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86648 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -12586514.000000 Penalty: 5700.486816
	Iteration 30Q: 3 clusters Score -1.258651e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86690 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -12586533.000000 Penalty: 5700.486816
	Iteration 31Q: 3 clusters Score -1.258653e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86734 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -12586547.000000 Penalty: 5700.486816
	Iteration 32Q: 3 clusters Score -1.258655e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86772 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -12586536.000000 Penalty: 5700.486816
	Iteration 33Q: 3 clusters Score -1.258654e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86794 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -12586537.000000 Penalty: 5700.486816
	Iteration 34Q: 3 clusters Score -1.258654e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86813 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -12586520.000000 Penalty: 5700.486816
	Iteration 35Q: 3 clusters Score -1.258652e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86833 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -12586516.000000 Penalty: 5700.486816
	Iteration 36Q: 3 clusters Score -1.258652e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86850 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -12586543.000000 Penalty: 5700.486816
	Iteration 37Q: 3 clusters Score -1.258654e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86876 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -12586538.000000 Penalty: 5700.486816
	Iteration 38Q: 3 clusters Score -1.258654e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86905 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -12586535.000000 Penalty: 5700.486816
	Iteration 39Q: 3 clusters Score -1.258654e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86939 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -12586551.000000 Penalty: 5700.486816
	Iteration 40F: 3 clusters Score -1.258655e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86967 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -12586541.000000 Penalty: 5700.486816
	Iteration 41Q: 3 clusters Score -1.258654e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86988 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -12586537.000000 Penalty: 5700.486816
	Iteration 42Q: 3 clusters Score -1.258654e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87019 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -12586548.000000 Penalty: 5700.486816
	Iteration 43Q: 3 clusters Score -1.258655e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87051 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -12586538.000000 Penalty: 5700.486816
	Iteration 44Q: 3 clusters Score -1.258654e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87080 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -12586529.000000 Penalty: 5700.486816
	Iteration 45Q: 3 clusters Score -1.258653e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87104 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -12586541.000000 Penalty: 5700.486816
	Iteration 46Q: 3 clusters Score -1.258654e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87130 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -12586542.000000 Penalty: 5700.486816
	Iteration 47Q: 3 clusters Score -1.258654e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87149 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -12586557.000000 Penalty: 5700.486816
	Iteration 48Q: 3 clusters Score -1.258656e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87177 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -12586558.000000 Penalty: 5700.486816
	Iteration 49Q: 3 clusters Score -1.258656e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87208 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -12586558.000000 Penalty: 5700.486816
	Iteration 50Q: 3 clusters Score -1.258656e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87231 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -12586562.000000 Penalty: 5700.486816
	Iteration 51Q: 3 clusters Score -1.258656e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87250 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -12586559.000000 Penalty: 5700.486816
	Iteration 52Q: 3 clusters Score -1.258656e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87263 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -12586567.000000 Penalty: 5700.486816
	Iteration 53Q: 3 clusters Score -1.258657e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87281 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -12586557.000000 Penalty: 5700.486816
	Iteration 54Q: 3 clusters Score -1.258656e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87304 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -12586555.000000 Penalty: 5700.486816
	Iteration 55Q: 3 clusters Score -1.258656e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87318 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -12586559.000000 Penalty: 5700.486816
	Iteration 56Q: 3 clusters Score -1.258656e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87331 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -12586557.000000 Penalty: 5700.486816
	Iteration 57Q: 3 clusters Score -1.258656e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87343 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -12586547.000000 Penalty: 5700.486816
	Iteration 58Q: 3 clusters Score -1.258655e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87355 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -12586535.000000 Penalty: 5700.486816
	Iteration 59Q: 3 clusters Score -1.258654e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87369 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -12586546.000000 Penalty: 5700.486816
	Iteration 60F: 3 clusters Score -1.258655e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87384 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -12586558.000000 Penalty: 5700.486816
	Iteration 61Q: 3 clusters Score -1.258656e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87401 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -12586557.000000 Penalty: 5700.486816
	Iteration 62Q: 3 clusters Score -1.258656e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87413 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -12586556.000000 Penalty: 5700.486816
	Iteration 63Q: 3 clusters Score -1.258656e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87421 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -12586557.000000 Penalty: 5700.486816
	Iteration 64Q: 3 clusters Score -1.258656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87426 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -12586556.000000 Penalty: 5700.486816
	Iteration 65Q: 3 clusters Score -1.258656e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87432 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -12586554.000000 Penalty: 5700.486816
	Iteration 66Q: 3 clusters Score -1.258655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87437 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -12586558.000000 Penalty: 5700.486816
	Iteration 67Q: 3 clusters Score -1.258656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87440 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -12586558.000000 Penalty: 5700.486816
	Iteration 68Q: 3 clusters Score -1.258656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87443 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -12586555.000000 Penalty: 5700.486816
	Iteration 69Q: 3 clusters Score -1.258656e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87451 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -12586553.000000 Penalty: 5700.486816
	Iteration 70Q: 3 clusters Score -1.258655e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87458 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -12586558.000000 Penalty: 5700.486816
	Iteration 71Q: 3 clusters Score -1.258656e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87465 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -12586559.000000 Penalty: 5700.486816
	Iteration 72Q: 3 clusters Score -1.258656e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87469 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -12586553.000000 Penalty: 5700.486816
	Iteration 73Q: 3 clusters Score -1.258655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87471 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -12586559.000000 Penalty: 5700.486816
	Iteration 74Q: 3 clusters Score -1.258656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87473 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -12586553.000000 Penalty: 5700.486816
	Iteration 75Q: 3 clusters Score -1.258655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87473 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -12586553.000000 Penalty: 5700.486816
	Iteration 76F: 3 clusters Score -1.258655e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -43511.675781 Penalty: 1478.329346
	Iteration 0F: 2 clusters Score -43511.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -42145.636719 Penalty: 2956.658691
	Iteration 0F: 3 clusters Score -42145.64 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -42287.234375 Penalty: 2956.658691
	Iteration 1F: 3 clusters Score -42287.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -42333.953125 Penalty: 2956.658691
	Iteration 2Q: 3 clusters Score -42333.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -42353.804688 Penalty: 2956.658691
	Iteration 3Q: 3 clusters Score -42353.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42360.929688 Penalty: 2956.658691
	Iteration 4Q: 3 clusters Score -42360.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42369.636719 Penalty: 2956.658691
	Iteration 5Q: 3 clusters Score -42369.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -42372.910156 Penalty: 2956.658691
	Iteration 6Q: 3 clusters Score -42372.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -42376.984375 Penalty: 2956.658691
	Iteration 7Q: 3 clusters Score -42376.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -42376.984375 Penalty: 2956.658691
	Iteration 8F: 3 clusters Score -42376.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Entering Unmasked Estep 
Score: -100683.343750 Penalty: 1656.852051
	Iteration 0F: 2 clusters Score -100683.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -98914.789062 Penalty: 3313.704102
	Iteration 0F: 3 clusters Score -98914.79 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -99109.960938 Penalty: 3313.704102
	Iteration 1F: 3 clusters Score -99109.96 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -99167.164062 Penalty: 3313.704102
	Iteration 2Q: 3 clusters Score -99167.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -99200.039062 Penalty: 3313.704102
	Iteration 3Q: 3 clusters Score -99200.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -99216.945312 Penalty: 3313.704102
	Iteration 4Q: 3 clusters Score -99216.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -99226.140625 Penalty: 3313.704102
	Iteration 5Q: 3 clusters Score -99226.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -99231.335938 Penalty: 3313.704102
	Iteration 6Q: 3 clusters Score -99231.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -99233.484375 Penalty: 3313.704102
	Iteration 7Q: 3 clusters Score -99233.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -99235.015625 Penalty: 3313.704102
	Iteration 8Q: 3 clusters Score -99235.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -99237.070312 Penalty: 3313.704102
	Iteration 9Q: 3 clusters Score -99237.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -99238.562500 Penalty: 3313.704102
	Iteration 10Q: 3 clusters Score -99238.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -99238.562500 Penalty: 3313.704102
	Iteration 11F: 3 clusters Score -99238.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Entering Unmasked Estep 
Score: -54210.562500 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -54210.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -52657.964844 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -52657.96 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -52824.824219 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -52824.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -52875.957031 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -52875.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -52906.421875 Penalty: 3099.987793
	Iteration 3Q: 3 clusters Score -52906.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -52925.699219 Penalty: 3099.987793
	Iteration 4Q: 3 clusters Score -52925.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -52946.777344 Penalty: 3099.987793
	Iteration 5Q: 3 clusters Score -52946.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -52962.457031 Penalty: 3099.987793
	Iteration 6Q: 3 clusters Score -52962.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -52967.949219 Penalty: 3099.987793
	Iteration 7Q: 3 clusters Score -52967.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -52973.972656 Penalty: 3099.987793
	Iteration 8Q: 3 clusters Score -52973.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -52995.250000 Penalty: 3099.987793
	Iteration 9Q: 3 clusters Score -52995.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -52996.644531 Penalty: 3099.987793
	Iteration 10Q: 3 clusters Score -52996.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -52998.332031 Penalty: 3099.987793
	Iteration 11Q: 3 clusters Score -52998.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -53002.035156 Penalty: 3099.987793
	Iteration 12Q: 3 clusters Score -53002.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -53006.980469 Penalty: 3099.987793
	Iteration 13Q: 3 clusters Score -53006.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -53013.167969 Penalty: 3099.987793
	Iteration 14Q: 3 clusters Score -53013.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -53015.203125 Penalty: 3099.987793
	Iteration 15Q: 3 clusters Score -53015.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -53018.656250 Penalty: 3099.987793
	Iteration 16Q: 3 clusters Score -53018.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -53018.656250 Penalty: 3099.987793
	Iteration 17F: 3 clusters Score -53018.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -23099.164062 Penalty: 1350.790894
	Iteration 0F: 2 clusters Score -23099.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21954.453125 Penalty: 2701.581787
	Iteration 0F: 3 clusters Score -21954.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -22079.888672 Penalty: 2701.581787
	Iteration 1F: 3 clusters Score -22079.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -22098.656250 Penalty: 2701.581787
	Iteration 2Q: 3 clusters Score -22098.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22107.056641 Penalty: 2701.581787
	Iteration 3Q: 3 clusters Score -22107.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -22112.416016 Penalty: 2701.581787
	Iteration 4Q: 3 clusters Score -22112.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22115.062500 Penalty: 2701.581787
	Iteration 5Q: 3 clusters Score -22115.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -22119.441406 Penalty: 2701.581787
	Iteration 6Q: 3 clusters Score -22119.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -22123.806641 Penalty: 2701.581787
	Iteration 7Q: 3 clusters Score -22123.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -22123.806641 Penalty: 2701.581787
	Iteration 8F: 3 clusters Score -22123.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -37514.984375 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -37514.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -36188.703125 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -36188.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -36455.546875 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -36455.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -36679.429688 Penalty: 2905.534668
	Iteration 2F: 3 clusters Score -36679.43 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -36917.367188 Penalty: 2905.534668
	Iteration 3F: 3 clusters Score -36917.37 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -37050.828125 Penalty: 2905.534668
	Iteration 4F: 3 clusters Score -37050.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -37126.667969 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -37126.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -37168.363281 Penalty: 2905.534668
	Iteration 6Q: 3 clusters Score -37168.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -37182.210938 Penalty: 2905.534668
	Iteration 7Q: 3 clusters Score -37182.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -37185.367188 Penalty: 2905.534668
	Iteration 8Q: 3 clusters Score -37185.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -37185.367188 Penalty: 2905.534668
	Iteration 9F: 3 clusters Score -37185.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Entering Unmasked Estep 
Score: -992204.375000 Penalty: 2218.539551
	Iteration 0F: 2 clusters Score -992204.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -985986.375000 Penalty: 4437.079102
	Iteration 0F: 3 clusters Score -985986.4 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -987681.625000 Penalty: 4437.079102
	Iteration 1F: 3 clusters Score -987681.6 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -987933.750000 Penalty: 4437.079102
	Iteration 2F: 3 clusters Score -987933.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -988113.437500 Penalty: 4437.079102
	Iteration 3F: 3 clusters Score -988113.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -988246.875000 Penalty: 4437.079102
	Iteration 4Q: 3 clusters Score -988246.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -988340.750000 Penalty: 4437.079102
	Iteration 5Q: 3 clusters Score -988340.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -988409.625000 Penalty: 4437.079102
	Iteration 6Q: 3 clusters Score -988409.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -988479.937500 Penalty: 4437.079102
	Iteration 7Q: 3 clusters Score -988479.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -988530.750000 Penalty: 4437.079102
	Iteration 8Q: 3 clusters Score -988530.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -988585.812500 Penalty: 4437.079102
	Iteration 9Q: 3 clusters Score -988585.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -988638.187500 Penalty: 4437.079102
	Iteration 10Q: 3 clusters Score -988638.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -988700.625000 Penalty: 4437.079102
	Iteration 11Q: 3 clusters Score -988700.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -988766.375000 Penalty: 4437.079102
	Iteration 12Q: 3 clusters Score -988766.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -988834.812500 Penalty: 4437.079102
	Iteration 13Q: 3 clusters Score -988834.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -988921.437500 Penalty: 4437.079102
	Iteration 14Q: 3 clusters Score -988921.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -989032.500000 Penalty: 4437.079102
	Iteration 15Q: 3 clusters Score -989032.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -989134.937500 Penalty: 4437.079102
	Iteration 16Q: 3 clusters Score -989134.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -989228.062500 Penalty: 4437.079102
	Iteration 17Q: 3 clusters Score -989228.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -989330.937500 Penalty: 4437.079102
	Iteration 18Q: 3 clusters Score -989330.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -989444.312500 Penalty: 4437.079102
	Iteration 19Q: 3 clusters Score -989444.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -989561.750000 Penalty: 4437.079102
	Iteration 20F: 3 clusters Score -989561.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -989683.687500 Penalty: 4437.079102
	Iteration 21Q: 3 clusters Score -989683.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -989779.937500 Penalty: 4437.079102
	Iteration 22Q: 3 clusters Score -989779.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -989866.687500 Penalty: 4437.079102
	Iteration 23Q: 3 clusters Score -989866.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -989934.937500 Penalty: 4437.079102
	Iteration 24Q: 3 clusters Score -989934.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -989986.750000 Penalty: 4437.079102
	Iteration 25Q: 3 clusters Score -989986.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -990030.500000 Penalty: 4437.079102
	Iteration 26Q: 3 clusters Score -990030.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -990073.812500 Penalty: 4437.079102
	Iteration 27Q: 3 clusters Score -990073.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -990111.500000 Penalty: 4437.079102
	Iteration 28Q: 3 clusters Score -990111.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -990133.687500 Penalty: 4437.079102
	Iteration 29Q: 3 clusters Score -990133.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -990155.625000 Penalty: 4437.079102
	Iteration 30Q: 3 clusters Score -990155.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -990182.187500 Penalty: 4437.079102
	Iteration 31Q: 3 clusters Score -990182.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -990209.062500 Penalty: 4437.079102
	Iteration 32Q: 3 clusters Score -990209.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -990231.500000 Penalty: 4437.079102
	Iteration 33Q: 3 clusters Score -990231.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -990240.812500 Penalty: 4437.079102
	Iteration 34Q: 3 clusters Score -990240.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -990253.062500 Penalty: 4437.079102
	Iteration 35Q: 3 clusters Score -990253.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -990254.125000 Penalty: 4437.079102
	Iteration 36Q: 3 clusters Score -990254.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -990255.500000 Penalty: 4437.079102
	Iteration 37Q: 3 clusters Score -990255.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -990258.187500 Penalty: 4437.079102
	Iteration 38Q: 3 clusters Score -990258.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -990262.000000 Penalty: 4437.079102
	Iteration 39Q: 3 clusters Score -990262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -990262.812500 Penalty: 4437.079102
	Iteration 40F: 3 clusters Score -990262.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -990268.375000 Penalty: 4437.079102
	Iteration 41Q: 3 clusters Score -990268.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -990269.937500 Penalty: 4437.079102
	Iteration 42Q: 3 clusters Score -990269.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -990269.687500 Penalty: 4437.079102
	Iteration 43Q: 3 clusters Score -990269.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -990269.687500 Penalty: 4437.079102
	Iteration 44F: 3 clusters Score -990269.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -10365.354492 Penalty: 1170.187622
	Iteration 0F: 2 clusters Score -10365.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -9537.685547 Penalty: 2340.375244
	Iteration 0F: 3 clusters Score -9537.686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -9541.830078 Penalty: 2340.375244
	Iteration 1Q: 3 clusters Score -9541.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -9554.232422 Penalty: 2340.375244
	Iteration 2Q: 3 clusters Score -9554.232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -9554.232422 Penalty: 2340.375244
	Iteration 3F: 3 clusters Score -9554.232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Entering Unmasked Estep 
Score: -2545443.750000 Penalty: 2451.698975
	Iteration 0F: 2 clusters Score -2545444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -2531504.500000 Penalty: 4903.397949
	Iteration 0F: 3 clusters Score -2531504 nChanged 8745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -2536206.500000 Penalty: 4903.397949
	Iteration 1F: 3 clusters Score -2536206 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2536583.250000 Penalty: 4903.397949
	Iteration 2F: 3 clusters Score -2536583 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -2536925.500000 Penalty: 4903.397949
	Iteration 3Q: 3 clusters Score -2536926 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2537228.250000 Penalty: 4903.397949
	Iteration 4Q: 3 clusters Score -2537228 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -2537529.750000 Penalty: 4903.397949
	Iteration 5Q: 3 clusters Score -2537530 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -2537860.000000 Penalty: 4903.397949
	Iteration 6Q: 3 clusters Score -2537860 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -2538279.750000 Penalty: 4903.397949
	Iteration 7Q: 3 clusters Score -2538280 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2538713.750000 Penalty: 4903.397949
	Iteration 8Q: 3 clusters Score -2538714 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -2539231.750000 Penalty: 4903.397949
	Iteration 9Q: 3 clusters Score -2539232 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -2539848.750000 Penalty: 4903.397949
	Iteration 10Q: 3 clusters Score -2539849 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -2540469.250000 Penalty: 4903.397949
	Iteration 11Q: 3 clusters Score -2540469 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -2540982.500000 Penalty: 4903.397949
	Iteration 12Q: 3 clusters Score -2540982 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -2541333.250000 Penalty: 4903.397949
	Iteration 13Q: 3 clusters Score -2541333 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -2541597.250000 Penalty: 4903.397949
	Iteration 14Q: 3 clusters Score -2541597 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -2541827.750000 Penalty: 4903.397949
	Iteration 15Q: 3 clusters Score -2541828 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -2541979.000000 Penalty: 4903.397949
	Iteration 16Q: 3 clusters Score -2541979 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -2542119.500000 Penalty: 4903.397949
	Iteration 17Q: 3 clusters Score -2542120 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -2542232.000000 Penalty: 4903.397949
	Iteration 18Q: 3 clusters Score -2542232 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -2542315.750000 Penalty: 4903.397949
	Iteration 19Q: 3 clusters Score -2542316 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -2542372.500000 Penalty: 4903.397949
	Iteration 20F: 3 clusters Score -2542372 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -2542430.000000 Penalty: 4903.397949
	Iteration 21Q: 3 clusters Score -2542430 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -2542474.000000 Penalty: 4903.397949
	Iteration 22Q: 3 clusters Score -2542474 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -2542527.750000 Penalty: 4903.397949
	Iteration 23Q: 3 clusters Score -2542528 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -2542566.000000 Penalty: 4903.397949
	Iteration 24Q: 3 clusters Score -2542566 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -2542616.500000 Penalty: 4903.397949
	Iteration 25Q: 3 clusters Score -2542616 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -2542659.500000 Penalty: 4903.397949
	Iteration 26Q: 3 clusters Score -2542660 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -2542693.750000 Penalty: 4903.397949
	Iteration 27Q: 3 clusters Score -2542694 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -2542712.750000 Penalty: 4903.397949
	Iteration 28Q: 3 clusters Score -2542713 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -2542729.500000 Penalty: 4903.397949
	Iteration 29Q: 3 clusters Score -2542730 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -2542741.250000 Penalty: 4903.397949
	Iteration 30Q: 3 clusters Score -2542741 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -2542758.500000 Penalty: 4903.397949
	Iteration 31Q: 3 clusters Score -2542758 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -2542767.000000 Penalty: 4903.397949
	Iteration 32Q: 3 clusters Score -2542767 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2542785.750000 Penalty: 4903.397949
	Iteration 33Q: 3 clusters Score -2542786 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -2542798.250000 Penalty: 4903.397949
	Iteration 34Q: 3 clusters Score -2542798 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -2542816.000000 Penalty: 4903.397949
	Iteration 35Q: 3 clusters Score -2542816 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -2542827.000000 Penalty: 4903.397949
	Iteration 36Q: 3 clusters Score -2542827 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -2542842.750000 Penalty: 4903.397949
	Iteration 37Q: 3 clusters Score -2542843 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -2542849.250000 Penalty: 4903.397949
	Iteration 38Q: 3 clusters Score -2542849 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -2542862.500000 Penalty: 4903.397949
	Iteration 39Q: 3 clusters Score -2542862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -2542867.750000 Penalty: 4903.397949
	Iteration 40F: 3 clusters Score -2542868 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -2542873.500000 Penalty: 4903.397949
	Iteration 41Q: 3 clusters Score -2542874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -2542873.250000 Penalty: 4903.397949
	Iteration 42Q: 3 clusters Score -2542873 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -2542880.500000 Penalty: 4903.397949
	Iteration 43Q: 3 clusters Score -2542880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -2542886.250000 Penalty: 4903.397949
	Iteration 44Q: 3 clusters Score -2542886 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -2542899.000000 Penalty: 4903.397949
	Iteration 45Q: 3 clusters Score -2542899 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -2542911.000000 Penalty: 4903.397949
	Iteration 46Q: 3 clusters Score -2542911 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -2542922.000000 Penalty: 4903.397949
	Iteration 47Q: 3 clusters Score -2542922 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -2542925.750000 Penalty: 4903.397949
	Iteration 48Q: 3 clusters Score -2542926 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -2542935.000000 Penalty: 4903.397949
	Iteration 49Q: 3 clusters Score -2542935 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -2542943.000000 Penalty: 4903.397949
	Iteration 50Q: 3 clusters Score -2542943 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -2542950.500000 Penalty: 4903.397949
	Iteration 51Q: 3 clusters Score -2542950 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -2542954.000000 Penalty: 4903.397949
	Iteration 52Q: 3 clusters Score -2542954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -2542952.500000 Penalty: 4903.397949
	Iteration 53Q: 3 clusters Score -2542952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -2542955.250000 Penalty: 4903.397949
	Iteration 54Q: 3 clusters Score -2542955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2542960.750000 Penalty: 4903.397949
	Iteration 55Q: 3 clusters Score -2542961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -2542960.250000 Penalty: 4903.397949
	Iteration 56Q: 3 clusters Score -2542960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -2542965.000000 Penalty: 4903.397949
	Iteration 57Q: 3 clusters Score -2542965 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -2542966.250000 Penalty: 4903.397949
	Iteration 58Q: 3 clusters Score -2542966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -2542974.750000 Penalty: 4903.397949
	Iteration 59Q: 3 clusters Score -2542975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -2542979.500000 Penalty: 4903.397949
	Iteration 60F: 3 clusters Score -2542980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -2542983.750000 Penalty: 4903.397949
	Iteration 61Q: 3 clusters Score -2542984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -2542989.000000 Penalty: 4903.397949
	Iteration 62Q: 3 clusters Score -2542989 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -2543003.000000 Penalty: 4903.397949
	Iteration 63Q: 3 clusters Score -2543003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -2543006.500000 Penalty: 4903.397949
	Iteration 64Q: 3 clusters Score -2543006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -2543008.500000 Penalty: 4903.397949
	Iteration 65Q: 3 clusters Score -2543008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -2543014.750000 Penalty: 4903.397949
	Iteration 66Q: 3 clusters Score -2543015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -2543026.750000 Penalty: 4903.397949
	Iteration 67Q: 3 clusters Score -2543027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -2543025.250000 Penalty: 4903.397949
	Iteration 68Q: 3 clusters Score -2543025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -2543032.750000 Penalty: 4903.397949
	Iteration 69Q: 3 clusters Score -2543033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -2543037.000000 Penalty: 4903.397949
	Iteration 70Q: 3 clusters Score -2543037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -2543040.500000 Penalty: 4903.397949
	Iteration 71Q: 3 clusters Score -2543040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -2543041.500000 Penalty: 4903.397949
	Iteration 72Q: 3 clusters Score -2543042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -2543041.750000 Penalty: 4903.397949
	Iteration 73Q: 3 clusters Score -2543042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -2543048.500000 Penalty: 4903.397949
	Iteration 74Q: 3 clusters Score -2543048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -2543050.000000 Penalty: 4903.397949
	Iteration 75Q: 3 clusters Score -2543050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -2543048.500000 Penalty: 4903.397949
	Iteration 76Q: 3 clusters Score -2543048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -2543053.000000 Penalty: 4903.397949
	Iteration 77Q: 3 clusters Score -2543053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -2543059.500000 Penalty: 4903.397949
	Iteration 78Q: 3 clusters Score -2543060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -2543064.000000 Penalty: 4903.397949
	Iteration 79Q: 3 clusters Score -2543064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -2543066.000000 Penalty: 4903.397949
	Iteration 80F: 3 clusters Score -2543066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2543062.500000 Penalty: 4903.397949
	Iteration 81Q: 3 clusters Score -2543062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2543066.750000 Penalty: 4903.397949
	Iteration 82Q: 3 clusters Score -2543067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -2543065.250000 Penalty: 4903.397949
	Iteration 83Q: 3 clusters Score -2543065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2543068.750000 Penalty: 4903.397949
	Iteration 84Q: 3 clusters Score -2543069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -2543070.750000 Penalty: 4903.397949
	Iteration 85Q: 3 clusters Score -2543071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -2543072.750000 Penalty: 4903.397949
	Iteration 86Q: 3 clusters Score -2543073 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -2543076.250000 Penalty: 4903.397949
	Iteration 87Q: 3 clusters Score -2543076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -2543085.250000 Penalty: 4903.397949
	Iteration 88Q: 3 clusters Score -2543085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -2543085.750000 Penalty: 4903.397949
	Iteration 89Q: 3 clusters Score -2543086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -2543091.000000 Penalty: 4903.397949
	Iteration 90Q: 3 clusters Score -2543091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -2543091.250000 Penalty: 4903.397949
	Iteration 91Q: 3 clusters Score -2543091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -2543097.250000 Penalty: 4903.397949
	Iteration 92Q: 3 clusters Score -2543097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -2543098.500000 Penalty: 4903.397949
	Iteration 93Q: 3 clusters Score -2543098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -2543099.000000 Penalty: 4903.397949
	Iteration 94Q: 3 clusters Score -2543099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -2543105.500000 Penalty: 4903.397949
	Iteration 95Q: 3 clusters Score -2543106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -2543109.250000 Penalty: 4903.397949
	Iteration 96Q: 3 clusters Score -2543109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -2543107.750000 Penalty: 4903.397949
	Iteration 97Q: 3 clusters Score -2543108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2543104.500000 Penalty: 4903.397949
	Iteration 98Q: 3 clusters Score -2543104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -2543110.000000 Penalty: 4903.397949
	Iteration 99Q: 3 clusters Score -2543110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -2543113.500000 Penalty: 4903.397949
	Iteration 100F: 3 clusters Score -2543114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -2543114.750000 Penalty: 4903.397949
	Iteration 101Q: 3 clusters Score -2543115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -2543118.500000 Penalty: 4903.397949
	Iteration 102Q: 3 clusters Score -2543118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -2543124.750000 Penalty: 4903.397949
	Iteration 103Q: 3 clusters Score -2543125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -2543121.000000 Penalty: 4903.397949
	Iteration 104Q: 3 clusters Score -2543121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -2543121.500000 Penalty: 4903.397949
	Iteration 105Q: 3 clusters Score -2543122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -2543128.750000 Penalty: 4903.397949
	Iteration 106Q: 3 clusters Score -2543129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -2543127.000000 Penalty: 4903.397949
	Iteration 107Q: 3 clusters Score -2543127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -2543132.000000 Penalty: 4903.397949
	Iteration 108Q: 3 clusters Score -2543132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -2543133.250000 Penalty: 4903.397949
	Iteration 109Q: 3 clusters Score -2543133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -2543135.000000 Penalty: 4903.397949
	Iteration 110Q: 3 clusters Score -2543135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -2543138.500000 Penalty: 4903.397949
	Iteration 111Q: 3 clusters Score -2543138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -2543141.500000 Penalty: 4903.397949
	Iteration 112Q: 3 clusters Score -2543142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -2543148.750000 Penalty: 4903.397949
	Iteration 113Q: 3 clusters Score -2543149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -2543149.750000 Penalty: 4903.397949
	Iteration 114Q: 3 clusters Score -2543150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -2543153.750000 Penalty: 4903.397949
	Iteration 115Q: 3 clusters Score -2543154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -2543153.500000 Penalty: 4903.397949
	Iteration 116Q: 3 clusters Score -2543154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -2543152.250000 Penalty: 4903.397949
	Iteration 117Q: 3 clusters Score -2543152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -2543153.750000 Penalty: 4903.397949
	Iteration 118Q: 3 clusters Score -2543154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -2543158.000000 Penalty: 4903.397949
	Iteration 119Q: 3 clusters Score -2543158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -2543157.500000 Penalty: 4903.397949
	Iteration 120F: 3 clusters Score -2543158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -2543158.250000 Penalty: 4903.397949
	Iteration 121Q: 3 clusters Score -2543158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -2543157.250000 Penalty: 4903.397949
	Iteration 122Q: 3 clusters Score -2543157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -2543157.250000 Penalty: 4903.397949
	Iteration 123F: 3 clusters Score -2543157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Entering Unmasked Estep 
Score: -83859.070312 Penalty: 1643.097290
	Iteration 0F: 2 clusters Score -83859.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -82151.296875 Penalty: 3286.194580
	Iteration 0F: 3 clusters Score -82151.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -82361.203125 Penalty: 3286.194580
	Iteration 1F: 3 clusters Score -82361.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -82432.914062 Penalty: 3286.194580
	Iteration 2F: 3 clusters Score -82432.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -82474.914062 Penalty: 3286.194580
	Iteration 3Q: 3 clusters Score -82474.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -82497.203125 Penalty: 3286.194580
	Iteration 4Q: 3 clusters Score -82497.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -82516.828125 Penalty: 3286.194580
	Iteration 5Q: 3 clusters Score -82516.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -82528.132812 Penalty: 3286.194580
	Iteration 6Q: 3 clusters Score -82528.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -82531.500000 Penalty: 3286.194580
	Iteration 7Q: 3 clusters Score -82531.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -82533.632812 Penalty: 3286.194580
	Iteration 8Q: 3 clusters Score -82533.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -82538.718750 Penalty: 3286.194580
	Iteration 9Q: 3 clusters Score -82538.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -82541.796875 Penalty: 3286.194580
	Iteration 10Q: 3 clusters Score -82541.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -82541.796875 Penalty: 3286.194580
	Iteration 11F: 3 clusters Score -82541.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -22199.781250 Penalty: 1362.279297
	Iteration 0F: 2 clusters Score -22199.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -21042.726562 Penalty: 2724.558594
	Iteration 0F: 3 clusters Score -21042.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21119.089844 Penalty: 2724.558594
	Iteration 1F: 3 clusters Score -21119.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -21129.904297 Penalty: 2724.558594
	Iteration 2Q: 3 clusters Score -21129.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -21129.904297 Penalty: 2724.558594
	Iteration 3F: 3 clusters Score -21129.9 nChanged 0
--- Evaluating fit on full set of 1383753 points ---
Entering Unmasked Estep 
Score: -173698896.000000 Penalty: 84163.125000
20->25 Clusters: Score -173698896.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 461251 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 23157 members 
Mstep: Class 3 contains 22977 members 
Mstep: Class 4 contains 22969 members 
Mstep: Class 5 contains 22896 members 
Mstep: Class 6 contains 23179 members 
Mstep: Class 7 contains 22984 members 
Mstep: Class 8 contains 23066 members 
Mstep: Class 9 contains 22928 members 
Mstep: Class 10 contains 22937 members 
Mstep: Class 11 contains 23286 members 
Mstep: Class 12 contains 23094 members 
Mstep: Class 13 contains 23009 members 
Mstep: Class 14 contains 23106 members 
Mstep: Class 15 contains 23061 members 
Mstep: Class 16 contains 22962 members 
Mstep: Class 17 contains 23180 members 
Mstep: Class 18 contains 22896 members 
Mstep: Class 19 contains 23215 members 
Mstep: Class 20 contains 23355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 47.308090 but Gain 3234.339844
Score: -53249704.000000 Penalty: 61452.480469
Iteration 0F: 20 clusters Score -5.32497e+07 nChanged 437526
Entering Unmasked Mstep 
Mstep: Class 0 contains 2991 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 65072 members 
Mstep: Class 3 contains 13125 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 768 members 
Mstep: Class 6 contains 2622 members 
Mstep: Class 7 contains 7980 members 
Mstep: Class 8 contains 567 members 
Mstep: Class 9 contains 837 members 
Mstep: Class 10 contains 305741 members 
Mstep: Class 11 contains 1694 members 
Mstep: Class 12 contains 1584 members 
Mstep: Class 14 contains 22726 members 
Mstep: Class 15 contains 5477 members 
Mstep: Class 16 contains 4935 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 13982 members 
Mstep: Class 19 contains 2728 members 
Mstep: Class 20 contains 1676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 452.910583 but Gain 3234.343750
Score: -57031372.000000 Penalty: 58218.136719
Iteration 1F: 19 clusters Score -5.703137e+07 nChanged 102425
Entering Unmasked Mstep 
Mstep: Class 0 contains 2111 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 50394 members 
Mstep: Class 3 contains 6554 members 
Mstep: Class 4 contains 984 members 
Mstep: Class 5 contains 2108 members 
Mstep: Class 6 contains 6350 members 
Mstep: Class 7 contains 3784 members 
Mstep: Class 9 contains 950 members 
Mstep: Class 10 contains 355372 members 
Mstep: Class 11 contains 814 members 
Mstep: Class 12 contains 799 members 
Mstep: Class 14 contains 15569 members 
Mstep: Class 15 contains 1869 members 
Mstep: Class 16 contains 1837 members 
Mstep: Class 17 contains 198 members 
Mstep: Class 18 contains 6575 members 
Mstep: Class 19 contains 1226 members 
Mstep: Class 20 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 649.458496 but Gain 3234.339844
Score: -57192172.000000 Penalty: 54983.796875
Iteration 2F: 18 clusters Score -5.719217e+07 nChanged 53310
Entering Unmasked Mstep 
Mstep: Class 0 contains 1553 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 52529 members 
Mstep: Class 3 contains 4521 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 2448 members 
Mstep: Class 6 contains 9757 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 9 contains 680 members 
Mstep: Class 10 contains 356609 members 
Mstep: Class 11 contains 1097 members 
Mstep: Class 14 contains 15698 members 
Mstep: Class 15 contains 1265 members 
Mstep: Class 16 contains 1949 members 
Mstep: Class 17 contains 197 members 
Mstep: Class 18 contains 3806 members 
Mstep: Class 19 contains 1126 members 
Mstep: Class 20 contains 827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1936.343628 but Gain 3234.339844
Score: -57275924.000000 Penalty: 51749.457031
Iteration 3F: 17 clusters Score -5.727592e+07 nChanged 40636
Entering Unmasked Mstep 
Mstep: Class 0 contains 1301 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 64286 members 
Mstep: Class 3 contains 5362 members 
Mstep: Class 4 contains 1506 members 
Mstep: Class 5 contains 2449 members 
Mstep: Class 6 contains 10597 members 
Mstep: Class 7 contains 2054 members 
Mstep: Class 9 contains 827 members 
Mstep: Class 10 contains 341449 members 
Mstep: Class 11 contains 2163 members 
Mstep: Class 14 contains 17469 members 
Mstep: Class 16 contains 3649 members 
Mstep: Class 17 contains 202 members 
Mstep: Class 18 contains 2873 members 
Mstep: Class 19 contains 1213 members 
Mstep: Class 20 contains 860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2140.186035 but Gain 3234.343750
Score: -57359400.000000 Penalty: 48515.113281
Iteration 4F: 16 clusters Score -5.73594e+07 nChanged 37596
Entering Unmasked Mstep 
Mstep: Class 0 contains 1119 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 81315 members 
Mstep: Class 3 contains 7999 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 10144 members 
Mstep: Class 9 contains 1016 members 
Mstep: Class 10 contains 320251 members 
Mstep: Class 11 contains 3812 members 
Mstep: Class 14 contains 18392 members 
Mstep: Class 16 contains 5389 members 
Mstep: Class 17 contains 202 members 
Mstep: Class 18 contains 2396 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2752.023926 but Gain 3234.339844
Score: -57439068.000000 Penalty: 45280.773438
Iteration 5F: 15 clusters Score -5.743907e+07 nChanged 35316
Entering Unmasked Mstep 
Mstep: Class 0 contains 976 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 99362 members 
Mstep: Class 3 contains 11552 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 2388 members 
Mstep: Class 6 contains 9333 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 298553 members 
Mstep: Class 11 contains 6193 members 
Mstep: Class 14 contains 17363 members 
Mstep: Class 16 contains 6908 members 
Mstep: Class 17 contains 190 members 
Mstep: Class 19 contains 2065 members 
Mstep: Class 20 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57500556.000000 Penalty: 45280.773438
Iteration 6F: 15 clusters Score -5.750056e+07 nChanged 31207
Entering Unmasked Mstep 
Mstep: Class 0 contains 903 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 117495 members 
Mstep: Class 3 contains 15037 members 
Mstep: Class 4 contains 1463 members 
Mstep: Class 5 contains 2377 members 
Mstep: Class 6 contains 8681 members 
Mstep: Class 9 contains 1250 members 
Mstep: Class 10 contains 275652 members 
Mstep: Class 11 contains 8047 members 
Mstep: Class 14 contains 15344 members 
Mstep: Class 16 contains 8177 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 19 contains 3004 members 
Mstep: Class 20 contains 757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57543280.000000 Penalty: 45280.773438
Iteration 7F: 15 clusters Score -5.754328e+07 nChanged 28059
Entering Unmasked Mstep 
Mstep: Class 0 contains 867 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 134819 members 
Mstep: Class 3 contains 18296 members 
Mstep: Class 4 contains 1460 members 
Mstep: Class 5 contains 2372 members 
Mstep: Class 6 contains 8270 members 
Mstep: Class 9 contains 1296 members 
Mstep: Class 10 contains 253960 members 
Mstep: Class 11 contains 9589 members 
Mstep: Class 14 contains 13321 members 
Mstep: Class 16 contains 9018 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 19 contains 4290 members 
Mstep: Class 20 contains 739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57576092.000000 Penalty: 45280.773438
Iteration 8F: 15 clusters Score -5.757609e+07 nChanged 24563
Entering Unmasked Mstep 
Mstep: Class 0 contains 864 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 150191 members 
Mstep: Class 3 contains 21191 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 2365 members 
Mstep: Class 6 contains 8043 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 234088 members 
Mstep: Class 11 contains 10852 members 
Mstep: Class 14 contains 11952 members 
Mstep: Class 16 contains 9555 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 19 contains 5873 members 
Mstep: Class 20 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57600068.000000 Penalty: 45280.773438
Iteration 9F: 15 clusters Score -5.760007e+07 nChanged 21516
Entering Unmasked Mstep 
Mstep: Class 0 contains 864 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 163500 members 
Mstep: Class 3 contains 23537 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 2364 members 
Mstep: Class 6 contains 7925 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 216260 members 
Mstep: Class 11 contains 11801 members 
Mstep: Class 14 contains 11314 members 
Mstep: Class 16 contains 9903 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 19 contains 7685 members 
Mstep: Class 20 contains 723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57623820.000000 Penalty: 45280.773438
Iteration 10Q: 15 clusters Score -5.762382e+07 nChanged 17884
Entering Unmasked Mstep 
Mstep: Class 0 contains 864 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 173962 members 
Mstep: Class 3 contains 25333 members 
Mstep: Class 4 contains 1455 members 
Mstep: Class 5 contains 2360 members 
Mstep: Class 6 contains 7909 members 
Mstep: Class 9 contains 1313 members 
Mstep: Class 10 contains 201805 members 
Mstep: Class 11 contains 12458 members 
Mstep: Class 14 contains 11014 members 
Mstep: Class 16 contains 10036 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57640780.000000 Penalty: 45280.773438
Iteration 11Q: 15 clusters Score -5.764078e+07 nChanged 14869
Entering Unmasked Mstep 
Mstep: Class 0 contains 864 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 182295 members 
Mstep: Class 3 contains 26539 members 
Mstep: Class 4 contains 1454 members 
Mstep: Class 5 contains 2354 members 
Mstep: Class 6 contains 7904 members 
Mstep: Class 9 contains 1317 members 
Mstep: Class 10 contains 190322 members 
Mstep: Class 11 contains 12945 members 
Mstep: Class 14 contains 10969 members 
Mstep: Class 16 contains 9954 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 19 contains 11251 members 
Mstep: Class 20 contains 724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57651328.000000 Penalty: 45280.773438
Iteration 12Q: 15 clusters Score -5.765133e+07 nChanged 12487
Entering Unmasked Mstep 
Mstep: Class 0 contains 864 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 188757 members 
Mstep: Class 3 contains 27437 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 6 contains 7913 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 181348 members 
Mstep: Class 11 contains 13287 members 
Mstep: Class 14 contains 10953 members 
Mstep: Class 16 contains 9750 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 19 contains 12805 members 
Mstep: Class 20 contains 718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57657064.000000 Penalty: 45280.773438
Iteration 13Q: 15 clusters Score -5.765706e+07 nChanged 11315
Entering Unmasked Mstep 
Mstep: Class 0 contains 864 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 194186 members 
Mstep: Class 3 contains 28193 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 7967 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 173714 members 
Mstep: Class 11 contains 13499 members 
Mstep: Class 14 contains 10975 members 
Mstep: Class 16 contains 9513 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 19 contains 14244 members 
Mstep: Class 20 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57662076.000000 Penalty: 45280.773438
Iteration 14Q: 15 clusters Score -5.766208e+07 nChanged 9775
Entering Unmasked Mstep 
Mstep: Class 0 contains 864 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 198606 members 
Mstep: Class 3 contains 28823 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 2346 members 
Mstep: Class 6 contains 8000 members 
Mstep: Class 9 contains 1322 members 
Mstep: Class 10 contains 167567 members 
Mstep: Class 11 contains 13560 members 
Mstep: Class 14 contains 11030 members 
Mstep: Class 16 contains 9302 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 19 contains 15408 members 
Mstep: Class 20 contains 712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57666232.000000 Penalty: 45280.773438
Iteration 15Q: 15 clusters Score -5.766623e+07 nChanged 8589
Entering Unmasked Mstep 
Mstep: Class 0 contains 864 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 202214 members 
Mstep: Class 3 contains 29276 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 8018 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 162676 members 
Mstep: Class 11 contains 13529 members 
Mstep: Class 14 contains 11118 members 
Mstep: Class 16 contains 9110 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 19 contains 16343 members 
Mstep: Class 20 contains 711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57668312.000000 Penalty: 45280.773438
Iteration 16Q: 15 clusters Score -5.766831e+07 nChanged 7573
Entering Unmasked Mstep 
Mstep: Class 0 contains 864 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 205142 members 
Mstep: Class 3 contains 29726 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 8057 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 158748 members 
Mstep: Class 11 contains 13428 members 
Mstep: Class 14 contains 11198 members 
Mstep: Class 16 contains 8937 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 19 contains 17027 members 
Mstep: Class 20 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57669812.000000 Penalty: 45280.773438
Iteration 17Q: 15 clusters Score -5.766981e+07 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 864 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 207537 members 
Mstep: Class 3 contains 30099 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 2342 members 
Mstep: Class 6 contains 8076 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 155615 members 
Mstep: Class 11 contains 13301 members 
Mstep: Class 14 contains 11252 members 
Mstep: Class 16 contains 8794 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 19 contains 17552 members 
Mstep: Class 20 contains 714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57671112.000000 Penalty: 45280.773438
Iteration 18Q: 15 clusters Score -5.767111e+07 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 864 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 209385 members 
Mstep: Class 3 contains 30449 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 2342 members 
Mstep: Class 6 contains 8090 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 153248 members 
Mstep: Class 11 contains 13102 members 
Mstep: Class 14 contains 11295 members 
Mstep: Class 16 contains 8665 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 19 contains 17956 members 
Mstep: Class 20 contains 714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57671796.000000 Penalty: 45280.773438
Iteration 19Q: 15 clusters Score -5.76718e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 864 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 210853 members 
Mstep: Class 3 contains 30778 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 2342 members 
Mstep: Class 6 contains 8121 members 
Mstep: Class 9 contains 1324 members 
Mstep: Class 10 contains 151308 members 
Mstep: Class 11 contains 12901 members 
Mstep: Class 14 contains 11331 members 
Mstep: Class 16 contains 8578 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 19 contains 18282 members 
Mstep: Class 20 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57672280.000000 Penalty: 45280.773438
Iteration 20F: 15 clusters Score -5.767228e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 864 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 212048 members 
Mstep: Class 3 contains 31029 members 
Mstep: Class 4 contains 1450 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 8147 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 149746 members 
Mstep: Class 11 contains 12710 members 
Mstep: Class 14 contains 11382 members 
Mstep: Class 16 contains 8549 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 19 contains 18514 members 
Mstep: Class 20 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57672756.000000 Penalty: 45280.773438
Iteration 21Q: 15 clusters Score -5.767276e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 864 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 212898 members 
Mstep: Class 3 contains 31282 members 
Mstep: Class 4 contains 1449 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 8154 members 
Mstep: Class 9 contains 1326 members 
Mstep: Class 10 contains 148590 members 
Mstep: Class 11 contains 12509 members 
Mstep: Class 14 contains 11419 members 
Mstep: Class 16 contains 8536 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 19 contains 18720 members 
Mstep: Class 20 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57673028.000000 Penalty: 45280.773438
Iteration 22Q: 15 clusters Score -5.767303e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 864 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 213455 members 
Mstep: Class 3 contains 31555 members 
Mstep: Class 4 contains 1448 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 8165 members 
Mstep: Class 9 contains 1327 members 
Mstep: Class 10 contains 147730 members 
Mstep: Class 11 contains 12323 members 
Mstep: Class 14 contains 11442 members 
Mstep: Class 16 contains 8524 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 19 contains 18892 members 
Mstep: Class 20 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57673228.000000 Penalty: 45280.773438
Iteration 23Q: 15 clusters Score -5.767323e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 864 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 213782 members 
Mstep: Class 3 contains 31789 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 8172 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 147157 members 
Mstep: Class 11 contains 12137 members 
Mstep: Class 14 contains 11469 members 
Mstep: Class 16 contains 8531 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 19 contains 19037 members 
Mstep: Class 20 contains 712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57673356.000000 Penalty: 45280.773438
Iteration 24Q: 15 clusters Score -5.767336e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 864 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 213900 members 
Mstep: Class 3 contains 32028 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 8180 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 146843 members 
Mstep: Class 11 contains 11959 members 
Mstep: Class 14 contains 11500 members 
Mstep: Class 16 contains 8535 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 19 contains 19117 members 
Mstep: Class 20 contains 712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57673336.000000 Penalty: 45280.773438
Iteration 25Q: 15 clusters Score -5.767334e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 864 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 213963 members 
Mstep: Class 3 contains 32225 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 2345 members 
Mstep: Class 6 contains 8173 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 146606 members 
Mstep: Class 11 contains 11794 members 
Mstep: Class 14 contains 11523 members 
Mstep: Class 16 contains 8546 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 19 contains 19217 members 
Mstep: Class 20 contains 712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57673344.000000 Penalty: 45280.773438
Iteration 26Q: 15 clusters Score -5.767334e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 864 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 213952 members 
Mstep: Class 3 contains 32375 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 8169 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 146492 members 
Mstep: Class 11 contains 11662 members 
Mstep: Class 14 contains 11531 members 
Mstep: Class 16 contains 8555 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 19 contains 19295 members 
Mstep: Class 20 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57673292.000000 Penalty: 45280.773438
Iteration 27Q: 15 clusters Score -5.767329e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 864 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 213933 members 
Mstep: Class 3 contains 32534 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 2342 members 
Mstep: Class 6 contains 8158 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 146428 members 
Mstep: Class 11 contains 11515 members 
Mstep: Class 14 contains 11536 members 
Mstep: Class 16 contains 8561 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 19 contains 19352 members 
Mstep: Class 20 contains 714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57673216.000000 Penalty: 45280.773438
Iteration 28Q: 15 clusters Score -5.767322e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 864 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 213865 members 
Mstep: Class 3 contains 32691 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 2342 members 
Mstep: Class 6 contains 8171 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 146396 members 
Mstep: Class 11 contains 11363 members 
Mstep: Class 14 contains 11538 members 
Mstep: Class 16 contains 8577 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 19 contains 19407 members 
Mstep: Class 20 contains 714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57673100.000000 Penalty: 45280.773438
Iteration 29Q: 15 clusters Score -5.76731e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 864 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 213805 members 
Mstep: Class 3 contains 32859 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 2342 members 
Mstep: Class 6 contains 8173 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 146335 members 
Mstep: Class 11 contains 11234 members 
Mstep: Class 14 contains 11534 members 
Mstep: Class 16 contains 8604 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 19 contains 19452 members 
Mstep: Class 20 contains 714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57673252.000000 Penalty: 45280.773438
Iteration 30Q: 15 clusters Score -5.767325e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 864 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 213721 members 
Mstep: Class 3 contains 33013 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 2342 members 
Mstep: Class 6 contains 8169 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 146309 members 
Mstep: Class 11 contains 11111 members 
Mstep: Class 14 contains 11546 members 
Mstep: Class 16 contains 8622 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 19 contains 19493 members 
Mstep: Class 20 contains 714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57673236.000000 Penalty: 45280.773438
Iteration 31Q: 15 clusters Score -5.767324e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 864 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 213655 members 
Mstep: Class 3 contains 33157 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 2342 members 
Mstep: Class 6 contains 8168 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 146277 members 
Mstep: Class 11 contains 11005 members 
Mstep: Class 14 contains 11553 members 
Mstep: Class 16 contains 8627 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 19 contains 19529 members 
Mstep: Class 20 contains 715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57673452.000000 Penalty: 45280.773438
Iteration 32Q: 15 clusters Score -5.767345e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 864 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 213563 members 
Mstep: Class 3 contains 33338 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 8165 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 146232 members 
Mstep: Class 11 contains 10909 members 
Mstep: Class 14 contains 11567 members 
Mstep: Class 16 contains 8622 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 19 contains 19561 members 
Mstep: Class 20 contains 715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57673540.000000 Penalty: 45280.773438
Iteration 33Q: 15 clusters Score -5.767354e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 864 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 213421 members 
Mstep: Class 3 contains 33577 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 8169 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 146183 members 
Mstep: Class 11 contains 10820 members 
Mstep: Class 14 contains 11574 members 
Mstep: Class 16 contains 8624 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 19 contains 19583 members 
Mstep: Class 20 contains 715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57673696.000000 Penalty: 45280.773438
Iteration 34Q: 15 clusters Score -5.76737e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 864 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 213235 members 
Mstep: Class 3 contains 33860 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 8160 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 146117 members 
Mstep: Class 11 contains 10738 members 
Mstep: Class 14 contains 11587 members 
Mstep: Class 16 contains 8638 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 19 contains 19608 members 
Mstep: Class 20 contains 715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57673876.000000 Penalty: 45280.773438
Iteration 35Q: 15 clusters Score -5.767388e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 864 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 213050 members 
Mstep: Class 3 contains 34183 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 2345 members 
Mstep: Class 6 contains 8138 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 146009 members 
Mstep: Class 11 contains 10686 members 
Mstep: Class 14 contains 11605 members 
Mstep: Class 16 contains 8641 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 19 contains 19625 members 
Mstep: Class 20 contains 715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57673900.000000 Penalty: 45280.773438
Iteration 36Q: 15 clusters Score -5.76739e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 864 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 212813 members 
Mstep: Class 3 contains 34543 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 2345 members 
Mstep: Class 6 contains 8126 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 145931 members 
Mstep: Class 11 contains 10614 members 
Mstep: Class 14 contains 11617 members 
Mstep: Class 16 contains 8649 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 19 contains 19639 members 
Mstep: Class 20 contains 715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57674048.000000 Penalty: 45280.773438
Iteration 37Q: 15 clusters Score -5.767405e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 864 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 212614 members 
Mstep: Class 3 contains 34904 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 2345 members 
Mstep: Class 6 contains 8112 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 145828 members 
Mstep: Class 11 contains 10543 members 
Mstep: Class 14 contains 11617 members 
Mstep: Class 16 contains 8655 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 19 contains 19650 members 
Mstep: Class 20 contains 715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57674188.000000 Penalty: 45280.773438
Iteration 38Q: 15 clusters Score -5.767419e+07 nChanged 1298
Entering ConstructFrom: 
Score: -57674188.000000 Penalty: 45280.773438
Entering ConstructFrom: 
Trying to split cluster 1 (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: -298727.468750 Penalty: 1935.959717
	Iteration 0F: 2 clusters Score -298727.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -295801.437500 Penalty: 3871.919434
	Iteration 0F: 3 clusters Score -295801.4 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -296329.187500 Penalty: 3871.919434
	Iteration 1F: 3 clusters Score -296329.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -296467.843750 Penalty: 3871.919434
	Iteration 2F: 3 clusters Score -296467.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -296562.843750 Penalty: 3871.919434
	Iteration 3Q: 3 clusters Score -296562.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -296635.156250 Penalty: 3871.919434
	Iteration 4Q: 3 clusters Score -296635.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -296691.062500 Penalty: 3871.919434
	Iteration 5Q: 3 clusters Score -296691.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -296737.187500 Penalty: 3871.919434
	Iteration 6Q: 3 clusters Score -296737.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -296760.000000 Penalty: 3871.919434
	Iteration 7Q: 3 clusters Score -296760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -296776.718750 Penalty: 3871.919434
	Iteration 8Q: 3 clusters Score -296776.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -296786.218750 Penalty: 3871.919434
	Iteration 9Q: 3 clusters Score -296786.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -296790.687500 Penalty: 3871.919434
	Iteration 10Q: 3 clusters Score -296790.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -296793.156250 Penalty: 3871.919434
	Iteration 11Q: 3 clusters Score -296793.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -296795.718750 Penalty: 3871.919434
	Iteration 12Q: 3 clusters Score -296795.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -296797.343750 Penalty: 3871.919434
	Iteration 13Q: 3 clusters Score -296797.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -296797.625000 Penalty: 3871.919434
	Iteration 14Q: 3 clusters Score -296797.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -296798.250000 Penalty: 3871.919434
	Iteration 15Q: 3 clusters Score -296798.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -296798.156250 Penalty: 3871.919434
	Iteration 16Q: 3 clusters Score -296798.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -296798.156250 Penalty: 3871.919434
	Iteration 17F: 3 clusters Score -296798.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (212438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212438 members 
Entering Unmasked Estep 
Score: -26815452.000000 Penalty: 3042.068359
	Iteration 0F: 2 clusters Score -2.681545e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106253 members 
Mstep: Class 2 contains 106185 members 
Entering Unmasked Estep 
Score: -26680708.000000 Penalty: 6084.136719
	Iteration 0F: 3 clusters Score -2.668071e+07 nChanged 102176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105971 members 
Mstep: Class 2 contains 106467 members 
Entering Unmasked Estep 
Score: -26740524.000000 Penalty: 6084.136719
	Iteration 1F: 3 clusters Score -2.674052e+07 nChanged 6759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105962 members 
Mstep: Class 2 contains 106476 members 
Entering Unmasked Estep 
Score: -26742298.000000 Penalty: 6084.136719
	Iteration 2Q: 3 clusters Score -2.67423e+07 nChanged 7527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105957 members 
Mstep: Class 2 contains 106481 members 
Entering Unmasked Estep 
Score: -26744636.000000 Penalty: 6084.136719
	Iteration 3Q: 3 clusters Score -2.674464e+07 nChanged 8521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106078 members 
Mstep: Class 2 contains 106360 members 
Entering Unmasked Estep 
Score: -26748010.000000 Penalty: 6084.136719
	Iteration 4Q: 3 clusters Score -2.674801e+07 nChanged 9771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106699 members 
Mstep: Class 2 contains 105739 members 
Entering Unmasked Estep 
Score: -26751968.000000 Penalty: 6084.136719
	Iteration 5Q: 3 clusters Score -2.675197e+07 nChanged 10680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107879 members 
Mstep: Class 2 contains 104559 members 
Entering Unmasked Estep 
Score: -26756772.000000 Penalty: 6084.136719
	Iteration 6F: 3 clusters Score -2.675677e+07 nChanged 11434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109971 members 
Mstep: Class 2 contains 102467 members 
Entering Unmasked Estep 
Score: -26762738.000000 Penalty: 6084.136719
	Iteration 7F: 3 clusters Score -2.676274e+07 nChanged 11889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112900 members 
Mstep: Class 2 contains 99538 members 
Entering Unmasked Estep 
Score: -26769772.000000 Penalty: 6084.136719
	Iteration 8F: 3 clusters Score -2.676977e+07 nChanged 11732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116030 members 
Mstep: Class 2 contains 96408 members 
Entering Unmasked Estep 
Score: -26776738.000000 Penalty: 6084.136719
	Iteration 9F: 3 clusters Score -2.677674e+07 nChanged 10757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119031 members 
Mstep: Class 2 contains 93407 members 
Entering Unmasked Estep 
Score: -26782922.000000 Penalty: 6084.136719
	Iteration 10F: 3 clusters Score -2.678292e+07 nChanged 8755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121640 members 
Mstep: Class 2 contains 90798 members 
Entering Unmasked Estep 
Score: -26786386.000000 Penalty: 6084.136719
	Iteration 11Q: 3 clusters Score -2.678639e+07 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123957 members 
Mstep: Class 2 contains 88481 members 
Entering Unmasked Estep 
Score: -26787998.000000 Penalty: 6084.136719
	Iteration 12Q: 3 clusters Score -2.6788e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126111 members 
Mstep: Class 2 contains 86327 members 
Entering Unmasked Estep 
Score: -26788832.000000 Penalty: 6084.136719
	Iteration 13Q: 3 clusters Score -2.678883e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128308 members 
Mstep: Class 2 contains 84130 members 
Entering Unmasked Estep 
Score: -26789248.000000 Penalty: 6084.136719
	Iteration 14Q: 3 clusters Score -2.678925e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130559 members 
Mstep: Class 2 contains 81879 members 
Entering Unmasked Estep 
Score: -26789672.000000 Penalty: 6084.136719
	Iteration 15Q: 3 clusters Score -2.678967e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132853 members 
Mstep: Class 2 contains 79585 members 
Entering Unmasked Estep 
Score: -26790358.000000 Penalty: 6084.136719
	Iteration 16Q: 3 clusters Score -2.679036e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135162 members 
Mstep: Class 2 contains 77276 members 
Entering Unmasked Estep 
Score: -26790828.000000 Penalty: 6084.136719
	Iteration 17Q: 3 clusters Score -2.679083e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137630 members 
Mstep: Class 2 contains 74808 members 
Entering Unmasked Estep 
Score: -26791386.000000 Penalty: 6084.136719
	Iteration 18Q: 3 clusters Score -2.679139e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140327 members 
Mstep: Class 2 contains 72111 members 
Entering Unmasked Estep 
Score: -26792100.000000 Penalty: 6084.136719
	Iteration 19Q: 3 clusters Score -2.67921e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143245 members 
Mstep: Class 2 contains 69193 members 
Entering Unmasked Estep 
Score: -26792982.000000 Penalty: 6084.136719
	Iteration 20F: 3 clusters Score -2.679298e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146452 members 
Mstep: Class 2 contains 65986 members 
Entering Unmasked Estep 
Score: -26793730.000000 Penalty: 6084.136719
	Iteration 21Q: 3 clusters Score -2.679373e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149784 members 
Mstep: Class 2 contains 62654 members 
Entering Unmasked Estep 
Score: -26794656.000000 Penalty: 6084.136719
	Iteration 22Q: 3 clusters Score -2.679466e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153227 members 
Mstep: Class 2 contains 59211 members 
Entering Unmasked Estep 
Score: -26795516.000000 Penalty: 6084.136719
	Iteration 23Q: 3 clusters Score -2.679552e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156825 members 
Mstep: Class 2 contains 55613 members 
Entering Unmasked Estep 
Score: -26796582.000000 Penalty: 6084.136719
	Iteration 24Q: 3 clusters Score -2.679658e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160560 members 
Mstep: Class 2 contains 51878 members 
Entering Unmasked Estep 
Score: -26797608.000000 Penalty: 6084.136719
	Iteration 25Q: 3 clusters Score -2.679761e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164438 members 
Mstep: Class 2 contains 48000 members 
Entering Unmasked Estep 
Score: -26798882.000000 Penalty: 6084.136719
	Iteration 26Q: 3 clusters Score -2.679888e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168447 members 
Mstep: Class 2 contains 43991 members 
Entering Unmasked Estep 
Score: -26800238.000000 Penalty: 6084.136719
	Iteration 27Q: 3 clusters Score -2.680024e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172343 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -26801680.000000 Penalty: 6084.136719
	Iteration 28Q: 3 clusters Score -2.680168e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176262 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -26803318.000000 Penalty: 6084.136719
	Iteration 29Q: 3 clusters Score -2.680332e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180241 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -26804940.000000 Penalty: 6084.136719
	Iteration 30Q: 3 clusters Score -2.680494e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184055 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -26806748.000000 Penalty: 6084.136719
	Iteration 31Q: 3 clusters Score -2.680675e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187696 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -26808354.000000 Penalty: 6084.136719
	Iteration 32Q: 3 clusters Score -2.680835e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191117 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -26810300.000000 Penalty: 6084.136719
	Iteration 33Q: 3 clusters Score -2.68103e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194203 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -26811978.000000 Penalty: 6084.136719
	Iteration 34Q: 3 clusters Score -2.681198e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196910 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -26813416.000000 Penalty: 6084.136719
	Iteration 35Q: 3 clusters Score -2.681342e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199110 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -26814448.000000 Penalty: 6084.136719
	Iteration 36Q: 3 clusters Score -2.681445e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200843 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -26815202.000000 Penalty: 6084.136719
	Iteration 37Q: 3 clusters Score -2.68152e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202198 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -26815630.000000 Penalty: 6084.136719
	Iteration 38Q: 3 clusters Score -2.681563e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203302 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -26815830.000000 Penalty: 6084.136719
	Iteration 39Q: 3 clusters Score -2.681583e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204150 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -26815970.000000 Penalty: 6084.136719
	Iteration 40F: 3 clusters Score -2.681597e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204815 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -26816086.000000 Penalty: 6084.136719
	Iteration 41Q: 3 clusters Score -2.681609e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205326 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -26816160.000000 Penalty: 6084.136719
	Iteration 42Q: 3 clusters Score -2.681616e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205725 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -26816220.000000 Penalty: 6084.136719
	Iteration 43Q: 3 clusters Score -2.681622e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206065 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -26816198.000000 Penalty: 6084.136719
	Iteration 44Q: 3 clusters Score -2.68162e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206304 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -26816224.000000 Penalty: 6084.136719
	Iteration 45Q: 3 clusters Score -2.681622e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206498 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -26816256.000000 Penalty: 6084.136719
	Iteration 46Q: 3 clusters Score -2.681626e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206659 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -26816244.000000 Penalty: 6084.136719
	Iteration 47Q: 3 clusters Score -2.681624e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206788 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -26816216.000000 Penalty: 6084.136719
	Iteration 48Q: 3 clusters Score -2.681622e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206896 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -26816284.000000 Penalty: 6084.136719
	Iteration 49Q: 3 clusters Score -2.681628e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206991 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -26816242.000000 Penalty: 6084.136719
	Iteration 50Q: 3 clusters Score -2.681624e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207079 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -26816220.000000 Penalty: 6084.136719
	Iteration 51Q: 3 clusters Score -2.681622e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207156 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -26816212.000000 Penalty: 6084.136719
	Iteration 52Q: 3 clusters Score -2.681621e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207210 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -26816218.000000 Penalty: 6084.136719
	Iteration 53Q: 3 clusters Score -2.681622e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207254 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -26816224.000000 Penalty: 6084.136719
	Iteration 54Q: 3 clusters Score -2.681622e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207294 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -26816202.000000 Penalty: 6084.136719
	Iteration 55Q: 3 clusters Score -2.68162e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207317 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -26816178.000000 Penalty: 6084.136719
	Iteration 56Q: 3 clusters Score -2.681618e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207342 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -26816156.000000 Penalty: 6084.136719
	Iteration 57Q: 3 clusters Score -2.681616e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207359 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -26816150.000000 Penalty: 6084.136719
	Iteration 58Q: 3 clusters Score -2.681615e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207373 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -26816168.000000 Penalty: 6084.136719
	Iteration 59Q: 3 clusters Score -2.681617e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207391 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -26816170.000000 Penalty: 6084.136719
	Iteration 60F: 3 clusters Score -2.681617e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207397 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -26816156.000000 Penalty: 6084.136719
	Iteration 61Q: 3 clusters Score -2.681616e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207400 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -26816174.000000 Penalty: 6084.136719
	Iteration 62Q: 3 clusters Score -2.681617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207401 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -26816182.000000 Penalty: 6084.136719
	Iteration 63Q: 3 clusters Score -2.681618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207403 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -26816174.000000 Penalty: 6084.136719
	Iteration 64Q: 3 clusters Score -2.681617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207406 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -26816176.000000 Penalty: 6084.136719
	Iteration 65Q: 3 clusters Score -2.681618e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207407 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -26816182.000000 Penalty: 6084.136719
	Iteration 66Q: 3 clusters Score -2.681618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207411 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -26816194.000000 Penalty: 6084.136719
	Iteration 67Q: 3 clusters Score -2.681619e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207411 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -26816188.000000 Penalty: 6084.136719
	Iteration 68Q: 3 clusters Score -2.681619e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207413 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -26816190.000000 Penalty: 6084.136719
	Iteration 69Q: 3 clusters Score -2.681619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207416 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -26816200.000000 Penalty: 6084.136719
	Iteration 70Q: 3 clusters Score -2.68162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207417 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -26816178.000000 Penalty: 6084.136719
	Iteration 71Q: 3 clusters Score -2.681618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207419 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -26816200.000000 Penalty: 6084.136719
	Iteration 72Q: 3 clusters Score -2.68162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207421 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -26816196.000000 Penalty: 6084.136719
	Iteration 73Q: 3 clusters Score -2.68162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207423 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -26816200.000000 Penalty: 6084.136719
	Iteration 74Q: 3 clusters Score -2.68162e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207423 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -26816200.000000 Penalty: 6084.136719
	Iteration 75F: 3 clusters Score -2.68162e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 864 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 207423 members 
Mstep: Class 3 contains 35269 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 8101 members 
Mstep: Class 7 contains 5015 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 145694 members 
Mstep: Class 11 contains 10485 members 
Mstep: Class 14 contains 11602 members 
Mstep: Class 16 contains 8658 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 19 contains 19669 members 
Mstep: Class 20 contains 715 members 
Entering Unmasked Estep 
Score: -57674976.000000 Penalty: 48515.113281
Splitting cluster 2 changes total score from -57674188.000000 to -57674976.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 3 (35269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Entering Unmasked Estep 
Score: -4529787.500000 Penalty: 2596.748291
	Iteration 0F: 2 clusters Score -4529788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -4505703.000000 Penalty: 5193.496582
	Iteration 0F: 3 clusters Score -4505703 nChanged 15989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -4514595.500000 Penalty: 5193.496582
	Iteration 1F: 3 clusters Score -4514596 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -4515330.000000 Penalty: 5193.496582
	Iteration 2F: 3 clusters Score -4515330 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -4516210.500000 Penalty: 5193.496582
	Iteration 3F: 3 clusters Score -4516210 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -4517243.500000 Penalty: 5193.496582
	Iteration 4F: 3 clusters Score -4517244 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -4518532.000000 Penalty: 5193.496582
	Iteration 5F: 3 clusters Score -4518532 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -4519812.000000 Penalty: 5193.496582
	Iteration 6F: 3 clusters Score -4519812 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -4521083.000000 Penalty: 5193.496582
	Iteration 7F: 3 clusters Score -4521083 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -4522353.500000 Penalty: 5193.496582
	Iteration 8F: 3 clusters Score -4522354 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -4523519.000000 Penalty: 5193.496582
	Iteration 9F: 3 clusters Score -4523519 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -4524236.000000 Penalty: 5193.496582
	Iteration 10Q: 3 clusters Score -4524236 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -4524674.000000 Penalty: 5193.496582
	Iteration 11Q: 3 clusters Score -4524674 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -4524919.000000 Penalty: 5193.496582
	Iteration 12Q: 3 clusters Score -4524919 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -4525057.500000 Penalty: 5193.496582
	Iteration 13Q: 3 clusters Score -4525058 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -4525179.000000 Penalty: 5193.496582
	Iteration 14Q: 3 clusters Score -4525179 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -4525287.500000 Penalty: 5193.496582
	Iteration 15Q: 3 clusters Score -4525288 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -4525365.500000 Penalty: 5193.496582
	Iteration 16Q: 3 clusters Score -4525366 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -4525430.000000 Penalty: 5193.496582
	Iteration 17Q: 3 clusters Score -4525430 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -4525507.500000 Penalty: 5193.496582
	Iteration 18Q: 3 clusters Score -4525508 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -4525559.500000 Penalty: 5193.496582
	Iteration 19Q: 3 clusters Score -4525560 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -4525592.500000 Penalty: 5193.496582
	Iteration 20F: 3 clusters Score -4525592 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -4525624.000000 Penalty: 5193.496582
	Iteration 21Q: 3 clusters Score -4525624 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -4525680.500000 Penalty: 5193.496582
	Iteration 22Q: 3 clusters Score -4525680 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -4525719.000000 Penalty: 5193.496582
	Iteration 23Q: 3 clusters Score -4525719 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -4525743.500000 Penalty: 5193.496582
	Iteration 24Q: 3 clusters Score -4525744 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -4525776.500000 Penalty: 5193.496582
	Iteration 25Q: 3 clusters Score -4525776 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -4525812.500000 Penalty: 5193.496582
	Iteration 26Q: 3 clusters Score -4525812 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -4525852.000000 Penalty: 5193.496582
	Iteration 27Q: 3 clusters Score -4525852 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -4525862.000000 Penalty: 5193.496582
	Iteration 28Q: 3 clusters Score -4525862 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -4525882.500000 Penalty: 5193.496582
	Iteration 29Q: 3 clusters Score -4525882 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -4525889.500000 Penalty: 5193.496582
	Iteration 30Q: 3 clusters Score -4525890 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -4525903.500000 Penalty: 5193.496582
	Iteration 31Q: 3 clusters Score -4525904 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -4525931.000000 Penalty: 5193.496582
	Iteration 32Q: 3 clusters Score -4525931 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -4525960.000000 Penalty: 5193.496582
	Iteration 33Q: 3 clusters Score -4525960 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -4525987.500000 Penalty: 5193.496582
	Iteration 34Q: 3 clusters Score -4525988 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -4525996.000000 Penalty: 5193.496582
	Iteration 35Q: 3 clusters Score -4525996 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -4526025.500000 Penalty: 5193.496582
	Iteration 36Q: 3 clusters Score -4526026 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -4526056.000000 Penalty: 5193.496582
	Iteration 37Q: 3 clusters Score -4526056 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -4526082.000000 Penalty: 5193.496582
	Iteration 38Q: 3 clusters Score -4526082 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -4526083.500000 Penalty: 5193.496582
	Iteration 39Q: 3 clusters Score -4526084 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -4526120.500000 Penalty: 5193.496582
	Iteration 40F: 3 clusters Score -4526120 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -4526170.000000 Penalty: 5193.496582
	Iteration 41Q: 3 clusters Score -4526170 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -4526178.000000 Penalty: 5193.496582
	Iteration 42Q: 3 clusters Score -4526178 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -4526198.500000 Penalty: 5193.496582
	Iteration 43Q: 3 clusters Score -4526198 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -4526228.500000 Penalty: 5193.496582
	Iteration 44Q: 3 clusters Score -4526228 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -4526255.500000 Penalty: 5193.496582
	Iteration 45Q: 3 clusters Score -4526256 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -4526274.000000 Penalty: 5193.496582
	Iteration 46Q: 3 clusters Score -4526274 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -4526321.500000 Penalty: 5193.496582
	Iteration 47Q: 3 clusters Score -4526322 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -4526383.000000 Penalty: 5193.496582
	Iteration 48Q: 3 clusters Score -4526383 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -4526437.500000 Penalty: 5193.496582
	Iteration 49Q: 3 clusters Score -4526438 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -4526513.000000 Penalty: 5193.496582
	Iteration 50Q: 3 clusters Score -4526513 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -4526576.500000 Penalty: 5193.496582
	Iteration 51Q: 3 clusters Score -4526576 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -4526650.000000 Penalty: 5193.496582
	Iteration 52Q: 3 clusters Score -4526650 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -4526712.500000 Penalty: 5193.496582
	Iteration 53Q: 3 clusters Score -4526712 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -4526808.500000 Penalty: 5193.496582
	Iteration 54Q: 3 clusters Score -4526808 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -4526950.500000 Penalty: 5193.496582
	Iteration 55Q: 3 clusters Score -4526950 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -4527080.000000 Penalty: 5193.496582
	Iteration 56Q: 3 clusters Score -4527080 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -4527228.500000 Penalty: 5193.496582
	Iteration 57Q: 3 clusters Score -4527228 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -4527437.000000 Penalty: 5193.496582
	Iteration 58Q: 3 clusters Score -4527437 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -4527655.500000 Penalty: 5193.496582
	Iteration 59Q: 3 clusters Score -4527656 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -4527914.000000 Penalty: 5193.496582
	Iteration 60F: 3 clusters Score -4527914 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -4528222.500000 Penalty: 5193.496582
	Iteration 61Q: 3 clusters Score -4528222 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -4528471.500000 Penalty: 5193.496582
	Iteration 62Q: 3 clusters Score -4528472 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -4528614.500000 Penalty: 5193.496582
	Iteration 63Q: 3 clusters Score -4528614 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -4528675.000000 Penalty: 5193.496582
	Iteration 64Q: 3 clusters Score -4528675 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -4528708.500000 Penalty: 5193.496582
	Iteration 65Q: 3 clusters Score -4528708 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -4528732.000000 Penalty: 5193.496582
	Iteration 66Q: 3 clusters Score -4528732 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -4528745.000000 Penalty: 5193.496582
	Iteration 67Q: 3 clusters Score -4528745 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -4528758.000000 Penalty: 5193.496582
	Iteration 68Q: 3 clusters Score -4528758 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -4528779.500000 Penalty: 5193.496582
	Iteration 69Q: 3 clusters Score -4528780 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -4528773.500000 Penalty: 5193.496582
	Iteration 70Q: 3 clusters Score -4528774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
Score: -4528782.500000 Penalty: 5193.496582
	Iteration 71Q: 3 clusters Score -4528782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -4528773.500000 Penalty: 5193.496582
	Iteration 72Q: 3 clusters Score -4528774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -4528779.000000 Penalty: 5193.496582
	Iteration 73Q: 3 clusters Score -4528779 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -4528774.000000 Penalty: 5193.496582
	Iteration 74Q: 3 clusters Score -4528774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -4528776.000000 Penalty: 5193.496582
	Iteration 75Q: 3 clusters Score -4528776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -4528771.500000 Penalty: 5193.496582
	Iteration 76Q: 3 clusters Score -4528772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -4528777.500000 Penalty: 5193.496582
	Iteration 77Q: 3 clusters Score -4528778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 30484 members 
Entering Unmasked Estep 
Score: -4528781.500000 Penalty: 5193.496582
	Iteration 78Q: 3 clusters Score -4528782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -4528780.000000 Penalty: 5193.496582
	Iteration 79Q: 3 clusters Score -4528780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -4528789.500000 Penalty: 5193.496582
	Iteration 80F: 3 clusters Score -4528790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -4528783.000000 Penalty: 5193.496582
	Iteration 81Q: 3 clusters Score -4528783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -4528785.500000 Penalty: 5193.496582
	Iteration 82Q: 3 clusters Score -4528786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 30512 members 
Entering Unmasked Estep 
Score: -4528780.500000 Penalty: 5193.496582
	Iteration 83Q: 3 clusters Score -4528780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -4528785.500000 Penalty: 5193.496582
	Iteration 84Q: 3 clusters Score -4528786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -4528784.500000 Penalty: 5193.496582
	Iteration 85Q: 3 clusters Score -4528784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -4528788.000000 Penalty: 5193.496582
	Iteration 86Q: 3 clusters Score -4528788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -4528781.000000 Penalty: 5193.496582
	Iteration 87Q: 3 clusters Score -4528781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -4528781.000000 Penalty: 5193.496582
	Iteration 88F: 3 clusters Score -4528781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Entering Unmasked Estep 
Score: -140843.640625 Penalty: 1804.586060
	Iteration 0F: 2 clusters Score -140843.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -138850.562500 Penalty: 3609.172119
	Iteration 0F: 3 clusters Score -138850.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -140888.062500 Penalty: 3609.172119
	Iteration 1F: 3 clusters Score -140888.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -143816.000000 Penalty: 3609.172119
	Iteration 2F: 3 clusters Score -143816 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -145282.390625 Penalty: 3609.172119
	Iteration 3F: 3 clusters Score -145282.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -145645.843750 Penalty: 3609.172119
	Iteration 4Q: 3 clusters Score -145645.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -146683.593750 Penalty: 3609.172119
	Iteration 5Q: 3 clusters Score -146683.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -146750.281250 Penalty: 3609.172119
	Iteration 6Q: 3 clusters Score -146750.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -146762.046875 Penalty: 3609.172119
	Iteration 7F: 3 clusters Score -146762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -146777.937500 Penalty: 3609.172119
	Iteration 8Q: 3 clusters Score -146777.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -146797.359375 Penalty: 3609.172119
	Iteration 9Q: 3 clusters Score -146797.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -146802.234375 Penalty: 3609.172119
	Iteration 10Q: 3 clusters Score -146802.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -146805.218750 Penalty: 3609.172119
	Iteration 11F: 3 clusters Score -146805.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -146814.953125 Penalty: 3609.172119
	Iteration 12Q: 3 clusters Score -146815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -146814.953125 Penalty: 3609.172119
	Iteration 13F: 3 clusters Score -146815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 864 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 207423 members 
Mstep: Class 3 contains 35269 members 
Mstep: Class 4 contains 668 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 8101 members 
Mstep: Class 7 contains 5015 members 
Mstep: Class 8 contains 778 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 145694 members 
Mstep: Class 11 contains 10485 members 
Mstep: Class 14 contains 11602 members 
Mstep: Class 16 contains 8658 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 19 contains 19669 members 
Mstep: Class 20 contains 715 members 
Entering Unmasked Estep 
Score: -57679516.000000 Penalty: 51749.457031
Splitting cluster 4 changes total score from -57674188.000000 to -57679516.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 5 (2344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Entering Unmasked Estep 
Score: -291702.875000 Penalty: 1924.384277
	Iteration 0F: 2 clusters Score -291702.9 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 1160 members 
Entering Unmasked Estep 
Score: -288862.437500 Penalty: 3848.768555
	Iteration 0F: 3 clusters Score -288862.4 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -289379.093750 Penalty: 3848.768555
	Iteration 1F: 3 clusters Score -289379.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -289527.531250 Penalty: 3848.768555
	Iteration 2F: 3 clusters Score -289527.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -289622.781250 Penalty: 3848.768555
	Iteration 3Q: 3 clusters Score -289622.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -289694.437500 Penalty: 3848.768555
	Iteration 4Q: 3 clusters Score -289694.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -289752.093750 Penalty: 3848.768555
	Iteration 5Q: 3 clusters Score -289752.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -289813.531250 Penalty: 3848.768555
	Iteration 6Q: 3 clusters Score -289813.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -289859.687500 Penalty: 3848.768555
	Iteration 7Q: 3 clusters Score -289859.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -289928.500000 Penalty: 3848.768555
	Iteration 8Q: 3 clusters Score -289928.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -290018.781250 Penalty: 3848.768555
	Iteration 9Q: 3 clusters Score -290018.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -290105.312500 Penalty: 3848.768555
	Iteration 10Q: 3 clusters Score -290105.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -290210.781250 Penalty: 3848.768555
	Iteration 11Q: 3 clusters Score -290210.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -290316.093750 Penalty: 3848.768555
	Iteration 12Q: 3 clusters Score -290316.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -290426.937500 Penalty: 3848.768555
	Iteration 13Q: 3 clusters Score -290426.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -290561.437500 Penalty: 3848.768555
	Iteration 14Q: 3 clusters Score -290561.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -290687.218750 Penalty: 3848.768555
	Iteration 15Q: 3 clusters Score -290687.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -290822.750000 Penalty: 3848.768555
	Iteration 16Q: 3 clusters Score -290822.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -290926.250000 Penalty: 3848.768555
	Iteration 17Q: 3 clusters Score -290926.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -291023.218750 Penalty: 3848.768555
	Iteration 18Q: 3 clusters Score -291023.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -291071.375000 Penalty: 3848.768555
	Iteration 19Q: 3 clusters Score -291071.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -291097.781250 Penalty: 3848.768555
	Iteration 20F: 3 clusters Score -291097.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -291144.937500 Penalty: 3848.768555
	Iteration 21Q: 3 clusters Score -291144.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -291187.281250 Penalty: 3848.768555
	Iteration 22Q: 3 clusters Score -291187.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -291196.125000 Penalty: 3848.768555
	Iteration 23Q: 3 clusters Score -291196.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -291200.812500 Penalty: 3848.768555
	Iteration 24Q: 3 clusters Score -291200.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -291202.562500 Penalty: 3848.768555
	Iteration 25Q: 3 clusters Score -291202.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -291208.250000 Penalty: 3848.768555
	Iteration 26Q: 3 clusters Score -291208.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -291212.812500 Penalty: 3848.768555
	Iteration 27Q: 3 clusters Score -291212.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -291217.156250 Penalty: 3848.768555
	Iteration 28Q: 3 clusters Score -291217.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -291222.250000 Penalty: 3848.768555
	Iteration 29Q: 3 clusters Score -291222.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -291227.468750 Penalty: 3848.768555
	Iteration 30Q: 3 clusters Score -291227.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -291236.375000 Penalty: 3848.768555
	Iteration 31Q: 3 clusters Score -291236.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -291247.187500 Penalty: 3848.768555
	Iteration 32Q: 3 clusters Score -291247.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -291257.125000 Penalty: 3848.768555
	Iteration 33Q: 3 clusters Score -291257.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -291262.593750 Penalty: 3848.768555
	Iteration 34Q: 3 clusters Score -291262.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -291267.656250 Penalty: 3848.768555
	Iteration 35Q: 3 clusters Score -291267.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -291272.031250 Penalty: 3848.768555
	Iteration 36Q: 3 clusters Score -291272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -291277.562500 Penalty: 3848.768555
	Iteration 37Q: 3 clusters Score -291277.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -291282.531250 Penalty: 3848.768555
	Iteration 38Q: 3 clusters Score -291282.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -291287.687500 Penalty: 3848.768555
	Iteration 39Q: 3 clusters Score -291287.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -291294.187500 Penalty: 3848.768555
	Iteration 40F: 3 clusters Score -291294.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -291311.656250 Penalty: 3848.768555
	Iteration 41Q: 3 clusters Score -291311.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -291328.875000 Penalty: 3848.768555
	Iteration 42Q: 3 clusters Score -291328.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -291343.500000 Penalty: 3848.768555
	Iteration 43Q: 3 clusters Score -291343.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -291357.906250 Penalty: 3848.768555
	Iteration 44Q: 3 clusters Score -291357.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -291364.218750 Penalty: 3848.768555
	Iteration 45Q: 3 clusters Score -291364.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -291371.562500 Penalty: 3848.768555
	Iteration 46Q: 3 clusters Score -291371.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -291375.937500 Penalty: 3848.768555
	Iteration 47Q: 3 clusters Score -291375.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -291377.375000 Penalty: 3848.768555
	Iteration 48Q: 3 clusters Score -291377.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -291379.843750 Penalty: 3848.768555
	Iteration 49Q: 3 clusters Score -291379.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -291381.687500 Penalty: 3848.768555
	Iteration 50Q: 3 clusters Score -291381.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -291383.125000 Penalty: 3848.768555
	Iteration 51Q: 3 clusters Score -291383.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -291383.468750 Penalty: 3848.768555
	Iteration 52Q: 3 clusters Score -291383.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -291384.343750 Penalty: 3848.768555
	Iteration 53Q: 3 clusters Score -291384.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -291384.562500 Penalty: 3848.768555
	Iteration 54Q: 3 clusters Score -291384.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -291384.875000 Penalty: 3848.768555
	Iteration 55Q: 3 clusters Score -291384.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -291385.468750 Penalty: 3848.768555
	Iteration 56Q: 3 clusters Score -291385.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -291385.875000 Penalty: 3848.768555
	Iteration 57Q: 3 clusters Score -291385.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -291385.875000 Penalty: 3848.768555
	Iteration 58F: 3 clusters Score -291385.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Entering Unmasked Estep 
Score: -1011412.812500 Penalty: 2231.936035
	Iteration 0F: 2 clusters Score -1011413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1004916.750000 Penalty: 4463.872070
	Iteration 0F: 3 clusters Score -1004917 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1006670.500000 Penalty: 4463.872070
	Iteration 1F: 3 clusters Score -1006670 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1006914.875000 Penalty: 4463.872070
	Iteration 2F: 3 clusters Score -1006915 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1007071.312500 Penalty: 4463.872070
	Iteration 3Q: 3 clusters Score -1007071 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1007170.250000 Penalty: 4463.872070
	Iteration 4Q: 3 clusters Score -1007170 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1007237.812500 Penalty: 4463.872070
	Iteration 5Q: 3 clusters Score -1007238 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1007298.437500 Penalty: 4463.872070
	Iteration 6Q: 3 clusters Score -1007298 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1007343.937500 Penalty: 4463.872070
	Iteration 7Q: 3 clusters Score -1007344 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1007376.062500 Penalty: 4463.872070
	Iteration 8Q: 3 clusters Score -1007376 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1007408.750000 Penalty: 4463.872070
	Iteration 9Q: 3 clusters Score -1007409 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1007438.125000 Penalty: 4463.872070
	Iteration 10Q: 3 clusters Score -1007438 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1007463.000000 Penalty: 4463.872070
	Iteration 11Q: 3 clusters Score -1007463 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1007484.187500 Penalty: 4463.872070
	Iteration 12Q: 3 clusters Score -1007484 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1007515.437500 Penalty: 4463.872070
	Iteration 13Q: 3 clusters Score -1007515 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1007543.875000 Penalty: 4463.872070
	Iteration 14Q: 3 clusters Score -1007544 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1007576.687500 Penalty: 4463.872070
	Iteration 15Q: 3 clusters Score -1007577 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1007604.250000 Penalty: 4463.872070
	Iteration 16Q: 3 clusters Score -1007604 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1007633.000000 Penalty: 4463.872070
	Iteration 17Q: 3 clusters Score -1007633 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1007672.312500 Penalty: 4463.872070
	Iteration 18Q: 3 clusters Score -1007672 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1007725.375000 Penalty: 4463.872070
	Iteration 19Q: 3 clusters Score -1007725 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1007789.250000 Penalty: 4463.872070
	Iteration 20F: 3 clusters Score -1007789 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1007857.687500 Penalty: 4463.872070
	Iteration 21Q: 3 clusters Score -1007858 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1007944.812500 Penalty: 4463.872070
	Iteration 22Q: 3 clusters Score -1007945 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1008042.937500 Penalty: 4463.872070
	Iteration 23Q: 3 clusters Score -1008043 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1008156.125000 Penalty: 4463.872070
	Iteration 24Q: 3 clusters Score -1008156 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1008297.937500 Penalty: 4463.872070
	Iteration 25Q: 3 clusters Score -1008298 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1008444.625000 Penalty: 4463.872070
	Iteration 26Q: 3 clusters Score -1008445 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1008608.687500 Penalty: 4463.872070
	Iteration 27Q: 3 clusters Score -1008609 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1008760.187500 Penalty: 4463.872070
	Iteration 28Q: 3 clusters Score -1008760 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1008914.000000 Penalty: 4463.872070
	Iteration 29Q: 3 clusters Score -1008914 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1009048.500000 Penalty: 4463.872070
	Iteration 30Q: 3 clusters Score -1009048 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1009162.000000 Penalty: 4463.872070
	Iteration 31Q: 3 clusters Score -1009162 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1009250.000000 Penalty: 4463.872070
	Iteration 32Q: 3 clusters Score -1009250 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1009317.500000 Penalty: 4463.872070
	Iteration 33Q: 3 clusters Score -1009318 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1009375.187500 Penalty: 4463.872070
	Iteration 34Q: 3 clusters Score -1009375 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1009423.125000 Penalty: 4463.872070
	Iteration 35Q: 3 clusters Score -1009423 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1009454.687500 Penalty: 4463.872070
	Iteration 36Q: 3 clusters Score -1009455 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1009472.312500 Penalty: 4463.872070
	Iteration 37Q: 3 clusters Score -1009472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1009487.062500 Penalty: 4463.872070
	Iteration 38Q: 3 clusters Score -1009487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1009493.250000 Penalty: 4463.872070
	Iteration 39Q: 3 clusters Score -1009493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1009501.125000 Penalty: 4463.872070
	Iteration 40F: 3 clusters Score -1009501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1009514.812500 Penalty: 4463.872070
	Iteration 41Q: 3 clusters Score -1009515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1009525.125000 Penalty: 4463.872070
	Iteration 42Q: 3 clusters Score -1009525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1009530.687500 Penalty: 4463.872070
	Iteration 43Q: 3 clusters Score -1009531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1009539.500000 Penalty: 4463.872070
	Iteration 44Q: 3 clusters Score -1009540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1009543.062500 Penalty: 4463.872070
	Iteration 45Q: 3 clusters Score -1009543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1009543.750000 Penalty: 4463.872070
	Iteration 46Q: 3 clusters Score -1009544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1009546.500000 Penalty: 4463.872070
	Iteration 47Q: 3 clusters Score -1009546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1009546.500000 Penalty: 4463.872070
	Iteration 48F: 3 clusters Score -1009546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Entering Unmasked Estep 
Score: -135543.687500 Penalty: 1783.661133
	Iteration 0F: 2 clusters Score -135543.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -133548.953125 Penalty: 3567.322266
	Iteration 0F: 3 clusters Score -133549 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -134738.421875 Penalty: 3567.322266
	Iteration 1F: 3 clusters Score -134738.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -135693.734375 Penalty: 3567.322266
	Iteration 2F: 3 clusters Score -135693.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -136206.984375 Penalty: 3567.322266
	Iteration 3F: 3 clusters Score -136207 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -136634.953125 Penalty: 3567.322266
	Iteration 4F: 3 clusters Score -136635 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -137050.609375 Penalty: 3567.322266
	Iteration 5F: 3 clusters Score -137050.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -137303.625000 Penalty: 3567.322266
	Iteration 6Q: 3 clusters Score -137303.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -137460.640625 Penalty: 3567.322266
	Iteration 7Q: 3 clusters Score -137460.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -137572.562500 Penalty: 3567.322266
	Iteration 8Q: 3 clusters Score -137572.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -137635.718750 Penalty: 3567.322266
	Iteration 9Q: 3 clusters Score -137635.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -137655.093750 Penalty: 3567.322266
	Iteration 10Q: 3 clusters Score -137655.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -137666.203125 Penalty: 3567.322266
	Iteration 11Q: 3 clusters Score -137666.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -137670.718750 Penalty: 3567.322266
	Iteration 12Q: 3 clusters Score -137670.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -137678.921875 Penalty: 3567.322266
	Iteration 13Q: 3 clusters Score -137678.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -137686.296875 Penalty: 3567.322266
	Iteration 14Q: 3 clusters Score -137686.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -137690.765625 Penalty: 3567.322266
	Iteration 15Q: 3 clusters Score -137690.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -137699.859375 Penalty: 3567.322266
	Iteration 16Q: 3 clusters Score -137699.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -137704.093750 Penalty: 3567.322266
	Iteration 17Q: 3 clusters Score -137704.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -137708.718750 Penalty: 3567.322266
	Iteration 18Q: 3 clusters Score -137708.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -137723.406250 Penalty: 3567.322266
	Iteration 19Q: 3 clusters Score -137723.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -137775.531250 Penalty: 3567.322266
	Iteration 20F: 3 clusters Score -137775.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -137852.828125 Penalty: 3567.322266
	Iteration 21Q: 3 clusters Score -137852.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -137979.234375 Penalty: 3567.322266
	Iteration 22Q: 3 clusters Score -137979.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -138234.843750 Penalty: 3567.322266
	Iteration 23Q: 3 clusters Score -138234.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -138406.375000 Penalty: 3567.322266
	Iteration 24Q: 3 clusters Score -138406.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -138474.000000 Penalty: 3567.322266
	Iteration 25Q: 3 clusters Score -138474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -138534.171875 Penalty: 3567.322266
	Iteration 26Q: 3 clusters Score -138534.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -138565.812500 Penalty: 3567.322266
	Iteration 27Q: 3 clusters Score -138565.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -138600.265625 Penalty: 3567.322266
	Iteration 28Q: 3 clusters Score -138600.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -138626.531250 Penalty: 3567.322266
	Iteration 29Q: 3 clusters Score -138626.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -138634.343750 Penalty: 3567.322266
	Iteration 30Q: 3 clusters Score -138634.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -138655.937500 Penalty: 3567.322266
	Iteration 31Q: 3 clusters Score -138655.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -138674.703125 Penalty: 3567.322266
	Iteration 32Q: 3 clusters Score -138674.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -138691.031250 Penalty: 3567.322266
	Iteration 33Q: 3 clusters Score -138691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -138710.718750 Penalty: 3567.322266
	Iteration 34Q: 3 clusters Score -138710.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -138743.453125 Penalty: 3567.322266
	Iteration 35Q: 3 clusters Score -138743.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -138807.609375 Penalty: 3567.322266
	Iteration 36Q: 3 clusters Score -138807.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -138851.515625 Penalty: 3567.322266
	Iteration 37Q: 3 clusters Score -138851.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -138892.937500 Penalty: 3567.322266
	Iteration 38Q: 3 clusters Score -138892.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -138947.156250 Penalty: 3567.322266
	Iteration 39Q: 3 clusters Score -138947.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -139074.187500 Penalty: 3567.322266
	Iteration 40F: 3 clusters Score -139074.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -139209.906250 Penalty: 3567.322266
	Iteration 41Q: 3 clusters Score -139209.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -139239.125000 Penalty: 3567.322266
	Iteration 42Q: 3 clusters Score -139239.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -139263.265625 Penalty: 3567.322266
	Iteration 43Q: 3 clusters Score -139263.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -139297.578125 Penalty: 3567.322266
	Iteration 44Q: 3 clusters Score -139297.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -139312.078125 Penalty: 3567.322266
	Iteration 45Q: 3 clusters Score -139312.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -139316.921875 Penalty: 3567.322266
	Iteration 46Q: 3 clusters Score -139316.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -139321.265625 Penalty: 3567.322266
	Iteration 47Q: 3 clusters Score -139321.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -139323.109375 Penalty: 3567.322266
	Iteration 48Q: 3 clusters Score -139323.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -139323.109375 Penalty: 3567.322266
	Iteration 49F: 3 clusters Score -139323.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 864 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 207423 members 
Mstep: Class 3 contains 35269 members 
Mstep: Class 4 contains 668 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 8101 members 
Mstep: Class 7 contains 5015 members 
Mstep: Class 8 contains 778 members 
Mstep: Class 9 contains 641 members 
Mstep: Class 10 contains 145694 members 
Mstep: Class 11 contains 10485 members 
Mstep: Class 12 contains 688 members 
Mstep: Class 14 contains 11602 members 
Mstep: Class 16 contains 8658 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 19 contains 19669 members 
Mstep: Class 20 contains 715 members 
Entering Unmasked Estep 
Score: -57681860.000000 Penalty: 54983.796875
Splitting cluster 9 changes total score from -57674188.000000 to -57681860.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 10 (145694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145694 members 
Entering Unmasked Estep 
Score: -18587870.000000 Penalty: 2948.537598
	Iteration 0F: 2 clusters Score -1.858787e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72737 members 
Mstep: Class 2 contains 72957 members 
Entering Unmasked Estep 
Score: -18491562.000000 Penalty: 5897.075195
	Iteration 0F: 3 clusters Score -1.849156e+07 nChanged 69623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71718 members 
Mstep: Class 2 contains 73976 members 
Entering Unmasked Estep 
Score: -18533666.000000 Penalty: 5897.075195
	Iteration 1F: 3 clusters Score -1.853367e+07 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71042 members 
Mstep: Class 2 contains 74652 members 
Entering Unmasked Estep 
Score: -18537260.000000 Penalty: 5897.075195
	Iteration 2Q: 3 clusters Score -1.853726e+07 nChanged 8587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70121 members 
Mstep: Class 2 contains 75573 members 
Entering Unmasked Estep 
Score: -18543504.000000 Penalty: 5897.075195
	Iteration 3F: 3 clusters Score -1.85435e+07 nChanged 10334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69265 members 
Mstep: Class 2 contains 76429 members 
Entering Unmasked Estep 
Score: -18552552.000000 Penalty: 5897.075195
	Iteration 4F: 3 clusters Score -1.855255e+07 nChanged 10975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69306 members 
Mstep: Class 2 contains 76388 members 
Entering Unmasked Estep 
Score: -18561092.000000 Penalty: 5897.075195
	Iteration 5F: 3 clusters Score -1.856109e+07 nChanged 10076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70384 members 
Mstep: Class 2 contains 75310 members 
Entering Unmasked Estep 
Score: -18567144.000000 Penalty: 5897.075195
	Iteration 6F: 3 clusters Score -1.856714e+07 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72193 members 
Mstep: Class 2 contains 73501 members 
Entering Unmasked Estep 
Score: -18570812.000000 Penalty: 5897.075195
	Iteration 7F: 3 clusters Score -1.857081e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74155 members 
Mstep: Class 2 contains 71539 members 
Entering Unmasked Estep 
Score: -18573062.000000 Penalty: 5897.075195
	Iteration 8Q: 3 clusters Score -1.857306e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76273 members 
Mstep: Class 2 contains 69421 members 
Entering Unmasked Estep 
Score: -18574400.000000 Penalty: 5897.075195
	Iteration 9Q: 3 clusters Score -1.85744e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78443 members 
Mstep: Class 2 contains 67251 members 
Entering Unmasked Estep 
Score: -18575330.000000 Penalty: 5897.075195
	Iteration 10Q: 3 clusters Score -1.857533e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80811 members 
Mstep: Class 2 contains 64883 members 
Entering Unmasked Estep 
Score: -18576134.000000 Penalty: 5897.075195
	Iteration 11Q: 3 clusters Score -1.857613e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83443 members 
Mstep: Class 2 contains 62251 members 
Entering Unmasked Estep 
Score: -18577404.000000 Penalty: 5897.075195
	Iteration 12Q: 3 clusters Score -1.85774e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86212 members 
Mstep: Class 2 contains 59482 members 
Entering Unmasked Estep 
Score: -18578658.000000 Penalty: 5897.075195
	Iteration 13Q: 3 clusters Score -1.857866e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89205 members 
Mstep: Class 2 contains 56489 members 
Entering Unmasked Estep 
Score: -18580304.000000 Penalty: 5897.075195
	Iteration 14Q: 3 clusters Score -1.85803e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92345 members 
Mstep: Class 2 contains 53349 members 
Entering Unmasked Estep 
Score: -18582160.000000 Penalty: 5897.075195
	Iteration 15Q: 3 clusters Score -1.858216e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95391 members 
Mstep: Class 2 contains 50303 members 
Entering Unmasked Estep 
Score: -18584084.000000 Penalty: 5897.075195
	Iteration 16Q: 3 clusters Score -1.858408e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98351 members 
Mstep: Class 2 contains 47343 members 
Entering Unmasked Estep 
Score: -18585754.000000 Penalty: 5897.075195
	Iteration 17Q: 3 clusters Score -1.858575e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100983 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -18587318.000000 Penalty: 5897.075195
	Iteration 18Q: 3 clusters Score -1.858732e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103344 members 
Mstep: Class 2 contains 42350 members 
Entering Unmasked Estep 
Score: -18588376.000000 Penalty: 5897.075195
	Iteration 19Q: 3 clusters Score -1.858838e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105308 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
Score: -18589150.000000 Penalty: 5897.075195
	Iteration 20F: 3 clusters Score -1.858915e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107030 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -18589792.000000 Penalty: 5897.075195
	Iteration 21Q: 3 clusters Score -1.858979e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108532 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -18590218.000000 Penalty: 5897.075195
	Iteration 22Q: 3 clusters Score -1.859022e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109824 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -18590630.000000 Penalty: 5897.075195
	Iteration 23Q: 3 clusters Score -1.859063e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110947 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -18590880.000000 Penalty: 5897.075195
	Iteration 24Q: 3 clusters Score -1.859088e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111948 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -18591020.000000 Penalty: 5897.075195
	Iteration 25Q: 3 clusters Score -1.859102e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112817 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -18591314.000000 Penalty: 5897.075195
	Iteration 26Q: 3 clusters Score -1.859131e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113597 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -18591494.000000 Penalty: 5897.075195
	Iteration 27Q: 3 clusters Score -1.859149e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114300 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -18591608.000000 Penalty: 5897.075195
	Iteration 28Q: 3 clusters Score -1.859161e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114917 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -18591680.000000 Penalty: 5897.075195
	Iteration 29Q: 3 clusters Score -1.859168e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115505 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -18591712.000000 Penalty: 5897.075195
	Iteration 30Q: 3 clusters Score -1.859171e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116048 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -18591714.000000 Penalty: 5897.075195
	Iteration 31Q: 3 clusters Score -1.859171e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116563 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -18591748.000000 Penalty: 5897.075195
	Iteration 32Q: 3 clusters Score -1.859175e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117040 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -18591862.000000 Penalty: 5897.075195
	Iteration 33Q: 3 clusters Score -1.859186e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117459 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -18591942.000000 Penalty: 5897.075195
	Iteration 34Q: 3 clusters Score -1.859194e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117835 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -18591986.000000 Penalty: 5897.075195
	Iteration 35Q: 3 clusters Score -1.859199e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118183 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -18591988.000000 Penalty: 5897.075195
	Iteration 36Q: 3 clusters Score -1.859199e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118542 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -18592014.000000 Penalty: 5897.075195
	Iteration 37Q: 3 clusters Score -1.859201e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118921 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -18592012.000000 Penalty: 5897.075195
	Iteration 38Q: 3 clusters Score -1.859201e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119287 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -18592142.000000 Penalty: 5897.075195
	Iteration 39Q: 3 clusters Score -1.859214e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119643 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -18592154.000000 Penalty: 5897.075195
	Iteration 40F: 3 clusters Score -1.859215e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119978 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -18592198.000000 Penalty: 5897.075195
	Iteration 41Q: 3 clusters Score -1.85922e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120314 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -18592242.000000 Penalty: 5897.075195
	Iteration 42Q: 3 clusters Score -1.859224e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120633 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -18592250.000000 Penalty: 5897.075195
	Iteration 43Q: 3 clusters Score -1.859225e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120919 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -18592280.000000 Penalty: 5897.075195
	Iteration 44Q: 3 clusters Score -1.859228e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121143 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -18592314.000000 Penalty: 5897.075195
	Iteration 45Q: 3 clusters Score -1.859231e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121329 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -18592318.000000 Penalty: 5897.075195
	Iteration 46Q: 3 clusters Score -1.859232e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121511 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -18592314.000000 Penalty: 5897.075195
	Iteration 47Q: 3 clusters Score -1.859231e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121665 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -18592310.000000 Penalty: 5897.075195
	Iteration 48Q: 3 clusters Score -1.859231e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121779 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -18592296.000000 Penalty: 5897.075195
	Iteration 49Q: 3 clusters Score -1.85923e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121869 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -18592286.000000 Penalty: 5897.075195
	Iteration 50Q: 3 clusters Score -1.859229e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121962 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -18592292.000000 Penalty: 5897.075195
	Iteration 51Q: 3 clusters Score -1.859229e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122048 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -18592314.000000 Penalty: 5897.075195
	Iteration 52Q: 3 clusters Score -1.859231e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122126 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -18592308.000000 Penalty: 5897.075195
	Iteration 53Q: 3 clusters Score -1.859231e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122196 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -18592304.000000 Penalty: 5897.075195
	Iteration 54Q: 3 clusters Score -1.85923e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122251 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -18592322.000000 Penalty: 5897.075195
	Iteration 55Q: 3 clusters Score -1.859232e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122300 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -18592316.000000 Penalty: 5897.075195
	Iteration 56Q: 3 clusters Score -1.859232e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122340 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -18592328.000000 Penalty: 5897.075195
	Iteration 57Q: 3 clusters Score -1.859233e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122381 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -18592318.000000 Penalty: 5897.075195
	Iteration 58Q: 3 clusters Score -1.859232e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122415 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -18592300.000000 Penalty: 5897.075195
	Iteration 59Q: 3 clusters Score -1.85923e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122444 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -18592320.000000 Penalty: 5897.075195
	Iteration 60F: 3 clusters Score -1.859232e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122472 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -18592320.000000 Penalty: 5897.075195
	Iteration 61Q: 3 clusters Score -1.859232e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122505 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -18592332.000000 Penalty: 5897.075195
	Iteration 62Q: 3 clusters Score -1.859233e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122532 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -18592314.000000 Penalty: 5897.075195
	Iteration 63Q: 3 clusters Score -1.859231e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122563 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -18592350.000000 Penalty: 5897.075195
	Iteration 64Q: 3 clusters Score -1.859235e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122593 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -18592338.000000 Penalty: 5897.075195
	Iteration 65Q: 3 clusters Score -1.859234e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122618 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -18592322.000000 Penalty: 5897.075195
	Iteration 66Q: 3 clusters Score -1.859232e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122649 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -18592332.000000 Penalty: 5897.075195
	Iteration 67Q: 3 clusters Score -1.859233e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122675 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -18592338.000000 Penalty: 5897.075195
	Iteration 68Q: 3 clusters Score -1.859234e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122700 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -18592330.000000 Penalty: 5897.075195
	Iteration 69Q: 3 clusters Score -1.859233e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122717 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -18592336.000000 Penalty: 5897.075195
	Iteration 70Q: 3 clusters Score -1.859234e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122731 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -18592336.000000 Penalty: 5897.075195
	Iteration 71Q: 3 clusters Score -1.859234e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122745 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -18592322.000000 Penalty: 5897.075195
	Iteration 72Q: 3 clusters Score -1.859232e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122757 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -18592324.000000 Penalty: 5897.075195
	Iteration 73Q: 3 clusters Score -1.859232e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122770 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -18592336.000000 Penalty: 5897.075195
	Iteration 74Q: 3 clusters Score -1.859234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122776 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -18592324.000000 Penalty: 5897.075195
	Iteration 75Q: 3 clusters Score -1.859232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122780 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -18592330.000000 Penalty: 5897.075195
	Iteration 76Q: 3 clusters Score -1.859233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122786 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -18592336.000000 Penalty: 5897.075195
	Iteration 77Q: 3 clusters Score -1.859234e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122792 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -18592340.000000 Penalty: 5897.075195
	Iteration 78Q: 3 clusters Score -1.859234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122796 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -18592338.000000 Penalty: 5897.075195
	Iteration 79Q: 3 clusters Score -1.859234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122801 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -18592338.000000 Penalty: 5897.075195
	Iteration 80F: 3 clusters Score -1.859234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122803 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -18592348.000000 Penalty: 5897.075195
	Iteration 81Q: 3 clusters Score -1.859235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122806 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -18592346.000000 Penalty: 5897.075195
	Iteration 82Q: 3 clusters Score -1.859235e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122806 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -18592346.000000 Penalty: 5897.075195
	Iteration 83F: 3 clusters Score -1.859235e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 864 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 207423 members 
Mstep: Class 3 contains 35269 members 
Mstep: Class 4 contains 668 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 8101 members 
Mstep: Class 7 contains 5015 members 
Mstep: Class 8 contains 778 members 
Mstep: Class 9 contains 641 members 
Mstep: Class 10 contains 122806 members 
Mstep: Class 11 contains 10485 members 
Mstep: Class 12 contains 688 members 
Mstep: Class 13 contains 22888 members 
Mstep: Class 14 contains 11602 members 
Mstep: Class 16 contains 8658 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 19 contains 19669 members 
Mstep: Class 20 contains 715 members 
Entering Unmasked Estep 
Score: -57685720.000000 Penalty: 58218.136719
Splitting cluster 10 changes total score from -57674188.000000 to -57685720.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 11 (10485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Entering Unmasked Estep 
Score: -1336258.375000 Penalty: 2295.909912
	Iteration 0F: 2 clusters Score -1336258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1328198.500000 Penalty: 4591.819824
	Iteration 0F: 3 clusters Score -1328198 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1330576.000000 Penalty: 4591.819824
	Iteration 1F: 3 clusters Score -1330576 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1330888.875000 Penalty: 4591.819824
	Iteration 2F: 3 clusters Score -1330889 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1331082.375000 Penalty: 4591.819824
	Iteration 3Q: 3 clusters Score -1331082 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1331246.750000 Penalty: 4591.819824
	Iteration 4Q: 3 clusters Score -1331247 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1331406.000000 Penalty: 4591.819824
	Iteration 5Q: 3 clusters Score -1331406 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1331550.375000 Penalty: 4591.819824
	Iteration 6Q: 3 clusters Score -1331550 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1331710.625000 Penalty: 4591.819824
	Iteration 7Q: 3 clusters Score -1331711 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1331911.125000 Penalty: 4591.819824
	Iteration 8Q: 3 clusters Score -1331911 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1332203.875000 Penalty: 4591.819824
	Iteration 9Q: 3 clusters Score -1332204 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1332565.250000 Penalty: 4591.819824
	Iteration 10Q: 3 clusters Score -1332565 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1333058.500000 Penalty: 4591.819824
	Iteration 11Q: 3 clusters Score -1333058 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1333578.000000 Penalty: 4591.819824
	Iteration 12F: 3 clusters Score -1333578 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1334061.250000 Penalty: 4591.819824
	Iteration 13F: 3 clusters Score -1334061 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1334472.375000 Penalty: 4591.819824
	Iteration 14F: 3 clusters Score -1334472 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1334758.125000 Penalty: 4591.819824
	Iteration 15Q: 3 clusters Score -1334758 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1334938.250000 Penalty: 4591.819824
	Iteration 16Q: 3 clusters Score -1334938 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1335061.375000 Penalty: 4591.819824
	Iteration 17Q: 3 clusters Score -1335061 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1335150.000000 Penalty: 4591.819824
	Iteration 18Q: 3 clusters Score -1335150 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1335206.750000 Penalty: 4591.819824
	Iteration 19Q: 3 clusters Score -1335207 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1335260.375000 Penalty: 4591.819824
	Iteration 20F: 3 clusters Score -1335260 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1335304.000000 Penalty: 4591.819824
	Iteration 21Q: 3 clusters Score -1335304 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1335341.375000 Penalty: 4591.819824
	Iteration 22Q: 3 clusters Score -1335341 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1335362.500000 Penalty: 4591.819824
	Iteration 23Q: 3 clusters Score -1335362 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1335384.875000 Penalty: 4591.819824
	Iteration 24Q: 3 clusters Score -1335385 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1335400.875000 Penalty: 4591.819824
	Iteration 25Q: 3 clusters Score -1335401 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1335422.125000 Penalty: 4591.819824
	Iteration 26Q: 3 clusters Score -1335422 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1335442.500000 Penalty: 4591.819824
	Iteration 27Q: 3 clusters Score -1335442 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1335468.250000 Penalty: 4591.819824
	Iteration 28Q: 3 clusters Score -1335468 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1335476.625000 Penalty: 4591.819824
	Iteration 29Q: 3 clusters Score -1335477 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1335493.250000 Penalty: 4591.819824
	Iteration 30Q: 3 clusters Score -1335493 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1335510.875000 Penalty: 4591.819824
	Iteration 31Q: 3 clusters Score -1335511 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1335535.125000 Penalty: 4591.819824
	Iteration 32Q: 3 clusters Score -1335535 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1335556.125000 Penalty: 4591.819824
	Iteration 33Q: 3 clusters Score -1335556 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1335581.500000 Penalty: 4591.819824
	Iteration 34Q: 3 clusters Score -1335582 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1335602.750000 Penalty: 4591.819824
	Iteration 35Q: 3 clusters Score -1335603 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1335642.000000 Penalty: 4591.819824
	Iteration 36Q: 3 clusters Score -1335642 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1335672.625000 Penalty: 4591.819824
	Iteration 37Q: 3 clusters Score -1335673 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1335698.875000 Penalty: 4591.819824
	Iteration 38Q: 3 clusters Score -1335699 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1335729.875000 Penalty: 4591.819824
	Iteration 39Q: 3 clusters Score -1335730 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1335755.500000 Penalty: 4591.819824
	Iteration 40F: 3 clusters Score -1335756 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1335774.875000 Penalty: 4591.819824
	Iteration 41Q: 3 clusters Score -1335775 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1335793.875000 Penalty: 4591.819824
	Iteration 42Q: 3 clusters Score -1335794 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1335813.250000 Penalty: 4591.819824
	Iteration 43Q: 3 clusters Score -1335813 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1335831.375000 Penalty: 4591.819824
	Iteration 44Q: 3 clusters Score -1335831 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1335848.000000 Penalty: 4591.819824
	Iteration 45Q: 3 clusters Score -1335848 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1335873.625000 Penalty: 4591.819824
	Iteration 46Q: 3 clusters Score -1335874 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1335904.875000 Penalty: 4591.819824
	Iteration 47Q: 3 clusters Score -1335905 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1335935.500000 Penalty: 4591.819824
	Iteration 48Q: 3 clusters Score -1335936 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1335969.500000 Penalty: 4591.819824
	Iteration 49Q: 3 clusters Score -1335970 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1335982.125000 Penalty: 4591.819824
	Iteration 50Q: 3 clusters Score -1335982 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1336008.875000 Penalty: 4591.819824
	Iteration 51Q: 3 clusters Score -1336009 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1336030.750000 Penalty: 4591.819824
	Iteration 52Q: 3 clusters Score -1336031 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1336048.875000 Penalty: 4591.819824
	Iteration 53Q: 3 clusters Score -1336049 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1336070.875000 Penalty: 4591.819824
	Iteration 54Q: 3 clusters Score -1336071 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1336090.875000 Penalty: 4591.819824
	Iteration 55Q: 3 clusters Score -1336091 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1336097.750000 Penalty: 4591.819824
	Iteration 56Q: 3 clusters Score -1336098 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1336110.250000 Penalty: 4591.819824
	Iteration 57Q: 3 clusters Score -1336110 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1336126.250000 Penalty: 4591.819824
	Iteration 58Q: 3 clusters Score -1336126 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1336134.750000 Penalty: 4591.819824
	Iteration 59Q: 3 clusters Score -1336135 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1336145.375000 Penalty: 4591.819824
	Iteration 60F: 3 clusters Score -1336145 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1336149.125000 Penalty: 4591.819824
	Iteration 61Q: 3 clusters Score -1336149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1336157.250000 Penalty: 4591.819824
	Iteration 62Q: 3 clusters Score -1336157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1336164.375000 Penalty: 4591.819824
	Iteration 63Q: 3 clusters Score -1336164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1336165.875000 Penalty: 4591.819824
	Iteration 64Q: 3 clusters Score -1336166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1336163.875000 Penalty: 4591.819824
	Iteration 65Q: 3 clusters Score -1336164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1336169.500000 Penalty: 4591.819824
	Iteration 66Q: 3 clusters Score -1336170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1336169.500000 Penalty: 4591.819824
	Iteration 67Q: 3 clusters Score -1336170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1336171.500000 Penalty: 4591.819824
	Iteration 68Q: 3 clusters Score -1336172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1336171.250000 Penalty: 4591.819824
	Iteration 69Q: 3 clusters Score -1336171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1336170.750000 Penalty: 4591.819824
	Iteration 70Q: 3 clusters Score -1336171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1336178.000000 Penalty: 4591.819824
	Iteration 71Q: 3 clusters Score -1336178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1336179.250000 Penalty: 4591.819824
	Iteration 72Q: 3 clusters Score -1336179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1336183.125000 Penalty: 4591.819824
	Iteration 73Q: 3 clusters Score -1336183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1336182.625000 Penalty: 4591.819824
	Iteration 74Q: 3 clusters Score -1336183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1336185.000000 Penalty: 4591.819824
	Iteration 75Q: 3 clusters Score -1336185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1336184.250000 Penalty: 4591.819824
	Iteration 76Q: 3 clusters Score -1336184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1336186.000000 Penalty: 4591.819824
	Iteration 77Q: 3 clusters Score -1336186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1336186.125000 Penalty: 4591.819824
	Iteration 78Q: 3 clusters Score -1336186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1336186.125000 Penalty: 4591.819824
	Iteration 79F: 3 clusters Score -1336186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Entering Unmasked Estep 
Score: -1458975.250000 Penalty: 2321.015137
	Iteration 0F: 2 clusters Score -1458975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1450256.750000 Penalty: 4642.030273
	Iteration 0F: 3 clusters Score -1450257 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1452839.250000 Penalty: 4642.030273
	Iteration 1F: 3 clusters Score -1452839 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1453196.125000 Penalty: 4642.030273
	Iteration 2F: 3 clusters Score -1453196 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1453482.000000 Penalty: 4642.030273
	Iteration 3F: 3 clusters Score -1453482 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1453763.750000 Penalty: 4642.030273
	Iteration 4Q: 3 clusters Score -1453764 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1454072.875000 Penalty: 4642.030273
	Iteration 5Q: 3 clusters Score -1454073 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1454398.625000 Penalty: 4642.030273
	Iteration 6Q: 3 clusters Score -1454399 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1454777.500000 Penalty: 4642.030273
	Iteration 7F: 3 clusters Score -1454778 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1455230.875000 Penalty: 4642.030273
	Iteration 8Q: 3 clusters Score -1455231 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1455685.125000 Penalty: 4642.030273
	Iteration 9Q: 3 clusters Score -1455685 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1456059.750000 Penalty: 4642.030273
	Iteration 10Q: 3 clusters Score -1456060 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1456308.125000 Penalty: 4642.030273
	Iteration 11Q: 3 clusters Score -1456308 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1456471.625000 Penalty: 4642.030273
	Iteration 12Q: 3 clusters Score -1456472 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1456578.125000 Penalty: 4642.030273
	Iteration 13Q: 3 clusters Score -1456578 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1456666.500000 Penalty: 4642.030273
	Iteration 14Q: 3 clusters Score -1456666 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1456737.375000 Penalty: 4642.030273
	Iteration 15Q: 3 clusters Score -1456737 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1456784.750000 Penalty: 4642.030273
	Iteration 16Q: 3 clusters Score -1456785 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1456813.375000 Penalty: 4642.030273
	Iteration 17Q: 3 clusters Score -1456813 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1456835.125000 Penalty: 4642.030273
	Iteration 18Q: 3 clusters Score -1456835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1456847.750000 Penalty: 4642.030273
	Iteration 19Q: 3 clusters Score -1456848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1456868.375000 Penalty: 4642.030273
	Iteration 20F: 3 clusters Score -1456868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1456886.000000 Penalty: 4642.030273
	Iteration 21Q: 3 clusters Score -1456886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1456907.375000 Penalty: 4642.030273
	Iteration 22Q: 3 clusters Score -1456907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1456917.000000 Penalty: 4642.030273
	Iteration 23Q: 3 clusters Score -1456917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1456921.500000 Penalty: 4642.030273
	Iteration 24Q: 3 clusters Score -1456922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1456931.625000 Penalty: 4642.030273
	Iteration 25Q: 3 clusters Score -1456932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1456936.000000 Penalty: 4642.030273
	Iteration 26Q: 3 clusters Score -1456936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1456939.625000 Penalty: 4642.030273
	Iteration 27Q: 3 clusters Score -1456940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1456939.250000 Penalty: 4642.030273
	Iteration 28Q: 3 clusters Score -1456939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1456939.750000 Penalty: 4642.030273
	Iteration 29Q: 3 clusters Score -1456940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1456939.750000 Penalty: 4642.030273
	Iteration 30F: 3 clusters Score -1456940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Entering Unmasked Estep 
Score: -1118870.375000 Penalty: 2248.427246
	Iteration 0F: 2 clusters Score -1118870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1111994.750000 Penalty: 4496.854492
	Iteration 0F: 3 clusters Score -1111995 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1113877.625000 Penalty: 4496.854492
	Iteration 1F: 3 clusters Score -1113878 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1114132.000000 Penalty: 4496.854492
	Iteration 2F: 3 clusters Score -1114132 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1114306.875000 Penalty: 4496.854492
	Iteration 3Q: 3 clusters Score -1114307 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1114437.750000 Penalty: 4496.854492
	Iteration 4Q: 3 clusters Score -1114438 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1114543.500000 Penalty: 4496.854492
	Iteration 5Q: 3 clusters Score -1114544 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1114606.750000 Penalty: 4496.854492
	Iteration 6Q: 3 clusters Score -1114607 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1114656.875000 Penalty: 4496.854492
	Iteration 7Q: 3 clusters Score -1114657 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1114686.875000 Penalty: 4496.854492
	Iteration 8Q: 3 clusters Score -1114687 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1114724.125000 Penalty: 4496.854492
	Iteration 9Q: 3 clusters Score -1114724 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1114753.625000 Penalty: 4496.854492
	Iteration 10Q: 3 clusters Score -1114754 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1114795.375000 Penalty: 4496.854492
	Iteration 11Q: 3 clusters Score -1114795 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1114828.625000 Penalty: 4496.854492
	Iteration 12Q: 3 clusters Score -1114829 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1114868.125000 Penalty: 4496.854492
	Iteration 13Q: 3 clusters Score -1114868 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1114913.250000 Penalty: 4496.854492
	Iteration 14Q: 3 clusters Score -1114913 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1114965.750000 Penalty: 4496.854492
	Iteration 15Q: 3 clusters Score -1114966 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1115031.000000 Penalty: 4496.854492
	Iteration 16Q: 3 clusters Score -1115031 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1115126.125000 Penalty: 4496.854492
	Iteration 17Q: 3 clusters Score -1115126 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1115248.625000 Penalty: 4496.854492
	Iteration 18Q: 3 clusters Score -1115249 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1115401.875000 Penalty: 4496.854492
	Iteration 19Q: 3 clusters Score -1115402 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1115592.625000 Penalty: 4496.854492
	Iteration 20F: 3 clusters Score -1115593 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1115790.500000 Penalty: 4496.854492
	Iteration 21Q: 3 clusters Score -1115790 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1115984.000000 Penalty: 4496.854492
	Iteration 22Q: 3 clusters Score -1115984 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1116148.500000 Penalty: 4496.854492
	Iteration 23Q: 3 clusters Score -1116148 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1116312.375000 Penalty: 4496.854492
	Iteration 24Q: 3 clusters Score -1116312 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1116444.000000 Penalty: 4496.854492
	Iteration 25Q: 3 clusters Score -1116444 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1116570.625000 Penalty: 4496.854492
	Iteration 26Q: 3 clusters Score -1116571 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1116667.625000 Penalty: 4496.854492
	Iteration 27Q: 3 clusters Score -1116668 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1116729.500000 Penalty: 4496.854492
	Iteration 28Q: 3 clusters Score -1116730 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1116779.500000 Penalty: 4496.854492
	Iteration 29Q: 3 clusters Score -1116780 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1116814.750000 Penalty: 4496.854492
	Iteration 30Q: 3 clusters Score -1116815 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1116846.375000 Penalty: 4496.854492
	Iteration 31Q: 3 clusters Score -1116846 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1116874.500000 Penalty: 4496.854492
	Iteration 32Q: 3 clusters Score -1116874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1116891.125000 Penalty: 4496.854492
	Iteration 33Q: 3 clusters Score -1116891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1116902.000000 Penalty: 4496.854492
	Iteration 34Q: 3 clusters Score -1116902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1116907.250000 Penalty: 4496.854492
	Iteration 35Q: 3 clusters Score -1116907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1116910.750000 Penalty: 4496.854492
	Iteration 36Q: 3 clusters Score -1116911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1116913.000000 Penalty: 4496.854492
	Iteration 37Q: 3 clusters Score -1116913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1116913.000000 Penalty: 4496.854492
	Iteration 38F: 3 clusters Score -1116913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -20962.453125 Penalty: 1289.227173
	Iteration 0F: 2 clusters Score -20962.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19863.669922 Penalty: 2578.454346
	Iteration 0F: 3 clusters Score -19863.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19904.419922 Penalty: 2578.454346
	Iteration 1Q: 3 clusters Score -19904.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19908.644531 Penalty: 2578.454346
	Iteration 2Q: 3 clusters Score -19908.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19908.644531 Penalty: 2578.454346
	Iteration 3F: 3 clusters Score -19908.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Entering Unmasked Estep 
Score: -2542731.750000 Penalty: 2451.926025
	Iteration 0F: 2 clusters Score -2542732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -2528960.750000 Penalty: 4903.852051
	Iteration 0F: 3 clusters Score -2528961 nChanged 8638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2533658.500000 Penalty: 4903.852051
	Iteration 1F: 3 clusters Score -2533658 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2534548.750000 Penalty: 4903.852051
	Iteration 2F: 3 clusters Score -2534549 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -2535663.750000 Penalty: 4903.852051
	Iteration 3F: 3 clusters Score -2535664 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -2537026.750000 Penalty: 4903.852051
	Iteration 4F: 3 clusters Score -2537027 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -2538578.250000 Penalty: 4903.852051
	Iteration 5F: 3 clusters Score -2538578 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2540057.000000 Penalty: 4903.852051
	Iteration 6F: 3 clusters Score -2540057 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -2541235.500000 Penalty: 4903.852051
	Iteration 7F: 3 clusters Score -2541236 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2542032.750000 Penalty: 4903.852051
	Iteration 8Q: 3 clusters Score -2542033 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2542515.000000 Penalty: 4903.852051
	Iteration 9Q: 3 clusters Score -2542515 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2542797.000000 Penalty: 4903.852051
	Iteration 10Q: 3 clusters Score -2542797 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2542949.250000 Penalty: 4903.852051
	Iteration 11Q: 3 clusters Score -2542949 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2543029.500000 Penalty: 4903.852051
	Iteration 12Q: 3 clusters Score -2543030 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2543076.000000 Penalty: 4903.852051
	Iteration 13Q: 3 clusters Score -2543076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2543090.000000 Penalty: 4903.852051
	Iteration 14Q: 3 clusters Score -2543090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2543089.250000 Penalty: 4903.852051
	Iteration 15Q: 3 clusters Score -2543089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2543089.500000 Penalty: 4903.852051
	Iteration 16Q: 3 clusters Score -2543090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2543094.500000 Penalty: 4903.852051
	Iteration 17Q: 3 clusters Score -2543094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2543099.000000 Penalty: 4903.852051
	Iteration 18Q: 3 clusters Score -2543099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2543097.500000 Penalty: 4903.852051
	Iteration 19Q: 3 clusters Score -2543098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2543097.500000 Penalty: 4903.852051
	Iteration 20F: 3 clusters Score -2543098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 864 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 207423 members 
Mstep: Class 3 contains 35269 members 
Mstep: Class 4 contains 668 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 8101 members 
Mstep: Class 7 contains 5015 members 
Mstep: Class 8 contains 778 members 
Mstep: Class 9 contains 641 members 
Mstep: Class 10 contains 122806 members 
Mstep: Class 11 contains 10485 members 
Mstep: Class 12 contains 688 members 
Mstep: Class 13 contains 22888 members 
Mstep: Class 14 contains 11602 members 
Mstep: Class 15 contains 642 members 
Mstep: Class 16 contains 8658 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 19 contains 19027 members 
Mstep: Class 20 contains 715 members 
Entering Unmasked Estep 
Score: -57685284.000000 Penalty: 61452.480469
Splitting cluster 19 changes total score from -57674188.000000 to -57685284.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 20 (715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Entering Unmasked Estep 
Score: -88009.367188 Penalty: 1629.926147
	Iteration 0F: 2 clusters Score -88009.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -86269.578125 Penalty: 3259.852295
	Iteration 0F: 3 clusters Score -86269.58 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -86469.148438 Penalty: 3259.852295
	Iteration 1F: 3 clusters Score -86469.15 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -86552.617188 Penalty: 3259.852295
	Iteration 2F: 3 clusters Score -86552.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -86598.257812 Penalty: 3259.852295
	Iteration 3Q: 3 clusters Score -86598.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -86615.617188 Penalty: 3259.852295
	Iteration 4Q: 3 clusters Score -86615.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -86621.734375 Penalty: 3259.852295
	Iteration 5Q: 3 clusters Score -86621.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -86623.093750 Penalty: 3259.852295
	Iteration 6Q: 3 clusters Score -86623.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -86623.773438 Penalty: 3259.852295
	Iteration 7Q: 3 clusters Score -86623.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -86626.343750 Penalty: 3259.852295
	Iteration 8Q: 3 clusters Score -86626.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -86630.375000 Penalty: 3259.852295
	Iteration 9Q: 3 clusters Score -86630.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -86632.132812 Penalty: 3259.852295
	Iteration 10Q: 3 clusters Score -86632.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -86635.562500 Penalty: 3259.852295
	Iteration 11Q: 3 clusters Score -86635.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -86636.156250 Penalty: 3259.852295
	Iteration 12Q: 3 clusters Score -86636.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -86637.437500 Penalty: 3259.852295
	Iteration 13Q: 3 clusters Score -86637.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -86637.437500 Penalty: 3259.852295
	Iteration 14F: 3 clusters Score -86637.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 864 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 207423 members 
Mstep: Class 3 contains 35269 members 
Mstep: Class 4 contains 668 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 8101 members 
Mstep: Class 9 contains 641 members 
Mstep: Class 10 contains 122806 members 
Mstep: Class 11 contains 10485 members 
Mstep: Class 14 contains 11602 members 
Mstep: Class 16 contains 8658 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 19 contains 19027 members 
Mstep: Class 20 contains 715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2888.693604 but Gain 3234.343750
Score: -57689228.000000 Penalty: 58218.136719
Iteration 39Q: 19 clusters Score -5.768923e+07 nChanged 10730
Entering Unmasked Mstep 
Mstep: Class 0 contains 862 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 209612 members 
Mstep: Class 3 contains 36051 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 8038 members 
Mstep: Class 7 contains 5152 members 
Mstep: Class 8 contains 851 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 120866 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 21723 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 641 members 
Mstep: Class 16 contains 8673 members 
Mstep: Class 19 contains 19376 members 
Mstep: Class 20 contains 714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57692176.000000 Penalty: 58218.136719
Iteration 40F: 19 clusters Score -5.769218e+07 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 856 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 210135 members 
Mstep: Class 3 contains 36693 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 2338 members 
Mstep: Class 6 contains 7990 members 
Mstep: Class 7 contains 5863 members 
Mstep: Class 8 contains 941 members 
Mstep: Class 9 contains 638 members 
Mstep: Class 10 contains 118876 members 
Mstep: Class 11 contains 10075 members 
Mstep: Class 12 contains 708 members 
Mstep: Class 13 contains 21920 members 
Mstep: Class 14 contains 11464 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 8671 members 
Mstep: Class 19 contains 19563 members 
Mstep: Class 20 contains 715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57694592.000000 Penalty: 58218.136719
Iteration 41Q: 19 clusters Score -5.769459e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 856 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 210745 members 
Mstep: Class 3 contains 37303 members 
Mstep: Class 4 contains 626 members 
Mstep: Class 5 contains 2338 members 
Mstep: Class 6 contains 7952 members 
Mstep: Class 7 contains 6411 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 9 contains 638 members 
Mstep: Class 10 contains 117161 members 
Mstep: Class 11 contains 9847 members 
Mstep: Class 12 contains 715 members 
Mstep: Class 13 contains 22005 members 
Mstep: Class 14 contains 11440 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 8674 members 
Mstep: Class 19 contains 19703 members 
Mstep: Class 20 contains 715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57696128.000000 Penalty: 58218.136719
Iteration 42Q: 19 clusters Score -5.769613e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 856 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 211256 members 
Mstep: Class 3 contains 37890 members 
Mstep: Class 4 contains 618 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 7914 members 
Mstep: Class 7 contains 6919 members 
Mstep: Class 8 contains 1004 members 
Mstep: Class 9 contains 637 members 
Mstep: Class 10 contains 115642 members 
Mstep: Class 11 contains 9609 members 
Mstep: Class 12 contains 716 members 
Mstep: Class 13 contains 22089 members 
Mstep: Class 14 contains 11418 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 8677 members 
Mstep: Class 19 contains 19816 members 
Mstep: Class 20 contains 714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57697072.000000 Penalty: 58218.136719
Iteration 43Q: 19 clusters Score -5.769707e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 856 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 211626 members 
Mstep: Class 3 contains 38484 members 
Mstep: Class 4 contains 622 members 
Mstep: Class 5 contains 2338 members 
Mstep: Class 6 contains 7869 members 
Mstep: Class 7 contains 7384 members 
Mstep: Class 8 contains 1000 members 
Mstep: Class 9 contains 637 members 
Mstep: Class 10 contains 114316 members 
Mstep: Class 11 contains 9386 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 22180 members 
Mstep: Class 14 contains 11408 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 8673 members 
Mstep: Class 19 contains 19895 members 
Mstep: Class 20 contains 714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57697428.000000 Penalty: 58218.136719
Iteration 44Q: 19 clusters Score -5.769743e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 856 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 211913 members 
Mstep: Class 3 contains 39004 members 
Mstep: Class 4 contains 623 members 
Mstep: Class 5 contains 2338 members 
Mstep: Class 6 contains 7840 members 
Mstep: Class 7 contains 7760 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 638 members 
Mstep: Class 10 contains 113253 members 
Mstep: Class 11 contains 9202 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 22228 members 
Mstep: Class 14 contains 11404 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8665 members 
Mstep: Class 19 contains 19945 members 
Mstep: Class 20 contains 714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57697508.000000 Penalty: 58218.136719
Iteration 45Q: 19 clusters Score -5.769751e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 856 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 212057 members 
Mstep: Class 3 contains 39487 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 2338 members 
Mstep: Class 6 contains 7803 members 
Mstep: Class 7 contains 8050 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 638 members 
Mstep: Class 10 contains 112378 members 
Mstep: Class 11 contains 9039 members 
Mstep: Class 12 contains 720 members 
Mstep: Class 13 contains 22307 members 
Mstep: Class 14 contains 11420 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 8672 members 
Mstep: Class 19 contains 19989 members 
Mstep: Class 20 contains 714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57697736.000000 Penalty: 58218.136719
Iteration 46Q: 19 clusters Score -5.769774e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 856 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 212159 members 
Mstep: Class 3 contains 39940 members 
Mstep: Class 4 contains 619 members 
Mstep: Class 5 contains 2337 members 
Mstep: Class 6 contains 7770 members 
Mstep: Class 7 contains 8308 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 637 members 
Mstep: Class 10 contains 111662 members 
Mstep: Class 11 contains 8880 members 
Mstep: Class 12 contains 724 members 
Mstep: Class 13 contains 22352 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 8677 members 
Mstep: Class 19 contains 20011 members 
Mstep: Class 20 contains 714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57697812.000000 Penalty: 58218.136719
Iteration 47Q: 19 clusters Score -5.769781e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 856 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 212207 members 
Mstep: Class 3 contains 40350 members 
Mstep: Class 4 contains 619 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 7751 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 997 members 
Mstep: Class 9 contains 637 members 
Mstep: Class 10 contains 111043 members 
Mstep: Class 11 contains 8772 members 
Mstep: Class 12 contains 725 members 
Mstep: Class 13 contains 22384 members 
Mstep: Class 14 contains 11451 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 8686 members 
Mstep: Class 19 contains 20026 members 
Mstep: Class 20 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57697988.000000 Penalty: 58218.136719
Iteration 48Q: 19 clusters Score -5.769799e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 856 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 212221 members 
Mstep: Class 3 contains 40715 members 
Mstep: Class 4 contains 619 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 7730 members 
Mstep: Class 7 contains 8699 members 
Mstep: Class 8 contains 997 members 
Mstep: Class 9 contains 637 members 
Mstep: Class 10 contains 110585 members 
Mstep: Class 11 contains 8636 members 
Mstep: Class 12 contains 726 members 
Mstep: Class 13 contains 22408 members 
Mstep: Class 14 contains 11457 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 8694 members 
Mstep: Class 19 contains 20033 members 
Mstep: Class 20 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57698048.000000 Penalty: 58218.136719
Iteration 49Q: 19 clusters Score -5.769805e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 856 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 212233 members 
Mstep: Class 3 contains 41010 members 
Mstep: Class 4 contains 620 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 7703 members 
Mstep: Class 7 contains 8870 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 9 contains 637 members 
Mstep: Class 10 contains 110188 members 
Mstep: Class 11 contains 8530 members 
Mstep: Class 12 contains 727 members 
Mstep: Class 13 contains 22430 members 
Mstep: Class 14 contains 11473 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 8699 members 
Mstep: Class 19 contains 20037 members 
Mstep: Class 20 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57698144.000000 Penalty: 58218.136719
Iteration 50Q: 19 clusters Score -5.769814e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 856 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 212224 members 
Mstep: Class 3 contains 41277 members 
Mstep: Class 4 contains 620 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 7683 members 
Mstep: Class 7 contains 9021 members 
Mstep: Class 8 contains 994 members 
Mstep: Class 9 contains 637 members 
Mstep: Class 10 contains 109851 members 
Mstep: Class 11 contains 8439 members 
Mstep: Class 12 contains 728 members 
Mstep: Class 13 contains 22456 members 
Mstep: Class 14 contains 11489 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 8699 members 
Mstep: Class 19 contains 20034 members 
Mstep: Class 20 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57698124.000000 Penalty: 58218.136719
Iteration 51Q: 19 clusters Score -5.769812e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 857 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 212236 members 
Mstep: Class 3 contains 41527 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 7667 members 
Mstep: Class 7 contains 9161 members 
Mstep: Class 8 contains 991 members 
Mstep: Class 9 contains 637 members 
Mstep: Class 10 contains 109516 members 
Mstep: Class 11 contains 8342 members 
Mstep: Class 12 contains 730 members 
Mstep: Class 13 contains 22483 members 
Mstep: Class 14 contains 11493 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 8698 members 
Mstep: Class 19 contains 20043 members 
Mstep: Class 20 contains 718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57698488.000000 Penalty: 58218.136719
Iteration 52Q: 19 clusters Score -5.769849e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 856 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 212240 members 
Mstep: Class 3 contains 41726 members 
Mstep: Class 4 contains 625 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 7655 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 988 members 
Mstep: Class 9 contains 636 members 
Mstep: Class 10 contains 109270 members 
Mstep: Class 11 contains 8233 members 
Mstep: Class 12 contains 731 members 
Mstep: Class 13 contains 22511 members 
Mstep: Class 14 contains 11499 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 8708 members 
Mstep: Class 19 contains 20050 members 
Mstep: Class 20 contains 719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57698740.000000 Penalty: 58218.136719
Iteration 53Q: 19 clusters Score -5.769874e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 857 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 212271 members 
Mstep: Class 3 contains 41887 members 
Mstep: Class 4 contains 627 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 7644 members 
Mstep: Class 7 contains 9365 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 633 members 
Mstep: Class 10 contains 109062 members 
Mstep: Class 11 contains 8125 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 22539 members 
Mstep: Class 14 contains 11509 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 8708 members 
Mstep: Class 19 contains 20054 members 
Mstep: Class 20 contains 719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57699312.000000 Penalty: 58218.136719
Iteration 54Q: 19 clusters Score -5.769931e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 856 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 212296 members 
Mstep: Class 3 contains 42048 members 
Mstep: Class 4 contains 627 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 7626 members 
Mstep: Class 7 contains 9444 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 632 members 
Mstep: Class 10 contains 108885 members 
Mstep: Class 11 contains 8023 members 
Mstep: Class 12 contains 735 members 
Mstep: Class 13 contains 22547 members 
Mstep: Class 14 contains 11527 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 8711 members 
Mstep: Class 19 contains 20056 members 
Mstep: Class 20 contains 719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57699728.000000 Penalty: 58218.136719
Iteration 55Q: 19 clusters Score -5.769973e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 856 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 212333 members 
Mstep: Class 3 contains 42148 members 
Mstep: Class 4 contains 626 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 7600 members 
Mstep: Class 7 contains 9507 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 631 members 
Mstep: Class 10 contains 108743 members 
Mstep: Class 11 contains 7935 members 
Mstep: Class 12 contains 737 members 
Mstep: Class 13 contains 22563 members 
Mstep: Class 14 contains 11546 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 8706 members 
Mstep: Class 19 contains 20073 members 
Mstep: Class 20 contains 719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57699932.000000 Penalty: 58218.136719
Iteration 56Q: 19 clusters Score -5.769993e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 856 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 212353 members 
Mstep: Class 3 contains 42255 members 
Mstep: Class 4 contains 625 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 7583 members 
Mstep: Class 7 contains 9584 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 631 members 
Mstep: Class 10 contains 108613 members 
Mstep: Class 11 contains 7854 members 
Mstep: Class 12 contains 738 members 
Mstep: Class 13 contains 22562 members 
Mstep: Class 14 contains 11560 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 8705 members 
Mstep: Class 19 contains 20083 members 
Mstep: Class 20 contains 719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57700016.000000 Penalty: 58218.136719
Iteration 57Q: 19 clusters Score -5.770002e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 856 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 212343 members 
Mstep: Class 3 contains 42355 members 
Mstep: Class 4 contains 623 members 
Mstep: Class 5 contains 2335 members 
Mstep: Class 6 contains 7562 members 
Mstep: Class 7 contains 9657 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 631 members 
Mstep: Class 10 contains 108481 members 
Mstep: Class 11 contains 7791 members 
Mstep: Class 12 contains 740 members 
Mstep: Class 13 contains 22575 members 
Mstep: Class 14 contains 11581 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 8711 members 
Mstep: Class 19 contains 20093 members 
Mstep: Class 20 contains 719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57699984.000000 Penalty: 58218.136719
Iteration 58Q: 19 clusters Score -5.769998e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 856 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 212355 members 
Mstep: Class 3 contains 42426 members 
Mstep: Class 4 contains 622 members 
Mstep: Class 5 contains 2335 members 
Mstep: Class 6 contains 7544 members 
Mstep: Class 7 contains 9724 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 631 members 
Mstep: Class 10 contains 108376 members 
Mstep: Class 11 contains 7735 members 
Mstep: Class 12 contains 741 members 
Mstep: Class 13 contains 22585 members 
Mstep: Class 14 contains 11587 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 8709 members 
Mstep: Class 19 contains 20101 members 
Mstep: Class 20 contains 719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57700016.000000 Penalty: 58218.136719
Iteration 59Q: 19 clusters Score -5.770002e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 856 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 212356 members 
Mstep: Class 3 contains 42495 members 
Mstep: Class 4 contains 622 members 
Mstep: Class 5 contains 2335 members 
Mstep: Class 6 contains 7528 members 
Mstep: Class 7 contains 9784 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 631 members 
Mstep: Class 10 contains 108297 members 
Mstep: Class 11 contains 7675 members 
Mstep: Class 12 contains 741 members 
Mstep: Class 13 contains 22602 members 
Mstep: Class 14 contains 11594 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 8705 members 
Mstep: Class 19 contains 20104 members 
Mstep: Class 20 contains 719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57700128.000000 Penalty: 58218.136719
Iteration 60F: 19 clusters Score -5.770013e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 852 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 212411 members 
Mstep: Class 3 contains 42533 members 
Mstep: Class 4 contains 625 members 
Mstep: Class 5 contains 2334 members 
Mstep: Class 6 contains 7523 members 
Mstep: Class 7 contains 9847 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 623 members 
Mstep: Class 10 contains 108187 members 
Mstep: Class 11 contains 7625 members 
Mstep: Class 12 contains 751 members 
Mstep: Class 13 contains 22602 members 
Mstep: Class 14 contains 11599 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 8698 members 
Mstep: Class 19 contains 20117 members 
Mstep: Class 20 contains 719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57700512.000000 Penalty: 58218.136719
Iteration 61Q: 19 clusters Score -5.770051e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 852 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 212481 members 
Mstep: Class 3 contains 42561 members 
Mstep: Class 4 contains 622 members 
Mstep: Class 5 contains 2332 members 
Mstep: Class 6 contains 7517 members 
Mstep: Class 7 contains 9910 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 108095 members 
Mstep: Class 11 contains 7551 members 
Mstep: Class 12 contains 765 members 
Mstep: Class 13 contains 22597 members 
Mstep: Class 14 contains 11606 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 8692 members 
Mstep: Class 19 contains 20130 members 
Mstep: Class 20 contains 720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57701436.000000 Penalty: 58218.136719
Iteration 62Q: 19 clusters Score -5.770144e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 852 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 212589 members 
Mstep: Class 3 contains 42574 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 2332 members 
Mstep: Class 6 contains 7506 members 
Mstep: Class 7 contains 9974 members 
Mstep: Class 8 contains 986 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 107976 members 
Mstep: Class 11 contains 7468 members 
Mstep: Class 12 contains 765 members 
Mstep: Class 13 contains 22600 members 
Mstep: Class 14 contains 11621 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 8696 members 
Mstep: Class 19 contains 20136 members 
Mstep: Class 20 contains 720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57701940.000000 Penalty: 58218.136719
Iteration 63Q: 19 clusters Score -5.770194e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 852 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 212739 members 
Mstep: Class 3 contains 42566 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 2332 members 
Mstep: Class 6 contains 7504 members 
Mstep: Class 7 contains 10047 members 
Mstep: Class 8 contains 986 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 107842 members 
Mstep: Class 11 contains 7380 members 
Mstep: Class 12 contains 765 members 
Mstep: Class 13 contains 22600 members 
Mstep: Class 14 contains 11631 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8695 members 
Mstep: Class 19 contains 20137 members 
Mstep: Class 20 contains 720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57701964.000000 Penalty: 58218.136719
Iteration 64Q: 19 clusters Score -5.770196e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 852 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 212883 members 
Mstep: Class 3 contains 42545 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 2332 members 
Mstep: Class 6 contains 7499 members 
Mstep: Class 7 contains 10118 members 
Mstep: Class 8 contains 986 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 107710 members 
Mstep: Class 11 contains 7310 members 
Mstep: Class 12 contains 765 members 
Mstep: Class 13 contains 22602 members 
Mstep: Class 14 contains 11639 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8692 members 
Mstep: Class 19 contains 20145 members 
Mstep: Class 20 contains 719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57701972.000000 Penalty: 58218.136719
Iteration 65Q: 19 clusters Score -5.770197e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 852 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 213010 members 
Mstep: Class 3 contains 42514 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 2332 members 
Mstep: Class 6 contains 7491 members 
Mstep: Class 7 contains 10192 members 
Mstep: Class 8 contains 986 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 107629 members 
Mstep: Class 11 contains 7216 members 
Mstep: Class 12 contains 765 members 
Mstep: Class 13 contains 22613 members 
Mstep: Class 14 contains 11635 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8687 members 
Mstep: Class 19 contains 20153 members 
Mstep: Class 20 contains 719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57702084.000000 Penalty: 58218.136719
Iteration 66Q: 19 clusters Score -5.770208e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 852 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 213116 members 
Mstep: Class 3 contains 42499 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 2332 members 
Mstep: Class 6 contains 7488 members 
Mstep: Class 7 contains 10244 members 
Mstep: Class 8 contains 986 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 107581 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 765 members 
Mstep: Class 13 contains 22621 members 
Mstep: Class 14 contains 11644 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8684 members 
Mstep: Class 19 contains 20160 members 
Mstep: Class 20 contains 719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57702172.000000 Penalty: 58218.136719
Iteration 67Q: 19 clusters Score -5.770217e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 852 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 213216 members 
Mstep: Class 3 contains 42474 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 2332 members 
Mstep: Class 6 contains 7490 members 
Mstep: Class 7 contains 10306 members 
Mstep: Class 8 contains 986 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 107516 members 
Mstep: Class 11 contains 6999 members 
Mstep: Class 12 contains 765 members 
Mstep: Class 13 contains 22636 members 
Mstep: Class 14 contains 11654 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8679 members 
Mstep: Class 19 contains 20169 members 
Mstep: Class 20 contains 719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57702336.000000 Penalty: 58218.136719
Iteration 68Q: 19 clusters Score -5.770234e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 852 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 213314 members 
Mstep: Class 3 contains 42445 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 2332 members 
Mstep: Class 6 contains 7491 members 
Mstep: Class 7 contains 10377 members 
Mstep: Class 8 contains 986 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 107454 members 
Mstep: Class 11 contains 6897 members 
Mstep: Class 12 contains 765 members 
Mstep: Class 13 contains 22645 members 
Mstep: Class 14 contains 11662 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8676 members 
Mstep: Class 19 contains 20175 members 
Mstep: Class 20 contains 720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57702328.000000 Penalty: 58218.136719
Iteration 69Q: 19 clusters Score -5.770233e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 852 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 213450 members 
Mstep: Class 3 contains 42405 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 2332 members 
Mstep: Class 6 contains 7487 members 
Mstep: Class 7 contains 10425 members 
Mstep: Class 8 contains 986 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 107374 members 
Mstep: Class 11 contains 6806 members 
Mstep: Class 12 contains 765 members 
Mstep: Class 13 contains 22652 members 
Mstep: Class 14 contains 11677 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8672 members 
Mstep: Class 19 contains 20183 members 
Mstep: Class 20 contains 720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57702388.000000 Penalty: 58218.136719
Iteration 70Q: 19 clusters Score -5.770239e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 852 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 213603 members 
Mstep: Class 3 contains 42353 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 2331 members 
Mstep: Class 6 contains 7480 members 
Mstep: Class 7 contains 10468 members 
Mstep: Class 8 contains 986 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 107300 members 
Mstep: Class 11 contains 6721 members 
Mstep: Class 12 contains 766 members 
Mstep: Class 13 contains 22660 members 
Mstep: Class 14 contains 11692 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8670 members 
Mstep: Class 19 contains 20181 members 
Mstep: Class 20 contains 720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57702500.000000 Penalty: 58218.136719
Iteration 71Q: 19 clusters Score -5.77025e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 852 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 213751 members 
Mstep: Class 3 contains 42316 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 2331 members 
Mstep: Class 6 contains 7475 members 
Mstep: Class 7 contains 10507 members 
Mstep: Class 8 contains 986 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 107195 members 
Mstep: Class 11 contains 6659 members 
Mstep: Class 12 contains 766 members 
Mstep: Class 13 contains 22661 members 
Mstep: Class 14 contains 11706 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8670 members 
Mstep: Class 19 contains 20185 members 
Mstep: Class 20 contains 720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57702524.000000 Penalty: 58218.136719
Iteration 72Q: 19 clusters Score -5.770252e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 852 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 213888 members 
Mstep: Class 3 contains 42258 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 2331 members 
Mstep: Class 6 contains 7469 members 
Mstep: Class 7 contains 10551 members 
Mstep: Class 8 contains 986 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 107087 members 
Mstep: Class 11 contains 6618 members 
Mstep: Class 12 contains 766 members 
Mstep: Class 13 contains 22677 members 
Mstep: Class 14 contains 11724 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 8664 members 
Mstep: Class 19 contains 20190 members 
Mstep: Class 20 contains 720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57702584.000000 Penalty: 58218.136719
Iteration 73Q: 19 clusters Score -5.770258e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 852 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 213992 members 
Mstep: Class 3 contains 42222 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 2331 members 
Mstep: Class 6 contains 7457 members 
Mstep: Class 7 contains 10598 members 
Mstep: Class 8 contains 986 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 106971 members 
Mstep: Class 11 contains 6599 members 
Mstep: Class 12 contains 766 members 
Mstep: Class 13 contains 22682 members 
Mstep: Class 14 contains 11740 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 8660 members 
Mstep: Class 19 contains 20199 members 
Mstep: Class 20 contains 720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57702568.000000 Penalty: 58218.136719
Iteration 74Q: 19 clusters Score -5.770257e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 852 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 214079 members 
Mstep: Class 3 contains 42179 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 2331 members 
Mstep: Class 6 contains 7448 members 
Mstep: Class 7 contains 10646 members 
Mstep: Class 8 contains 986 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 106853 members 
Mstep: Class 11 contains 6608 members 
Mstep: Class 12 contains 766 members 
Mstep: Class 13 contains 22690 members 
Mstep: Class 14 contains 11756 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 8656 members 
Mstep: Class 19 contains 20197 members 
Mstep: Class 20 contains 719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57702548.000000 Penalty: 58218.136719
Iteration 75Q: 19 clusters Score -5.770255e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 852 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 214116 members 
Mstep: Class 3 contains 42147 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 2332 members 
Mstep: Class 6 contains 7430 members 
Mstep: Class 7 contains 10686 members 
Mstep: Class 8 contains 986 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 106772 members 
Mstep: Class 11 contains 6622 members 
Mstep: Class 12 contains 766 members 
Mstep: Class 13 contains 22694 members 
Mstep: Class 14 contains 11775 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8657 members 
Mstep: Class 19 contains 20202 members 
Mstep: Class 20 contains 719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57702688.000000 Penalty: 58218.136719
Iteration 76Q: 19 clusters Score -5.770269e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 852 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 214116 members 
Mstep: Class 3 contains 42118 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 2332 members 
Mstep: Class 6 contains 7416 members 
Mstep: Class 7 contains 10710 members 
Mstep: Class 8 contains 986 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 106699 members 
Mstep: Class 11 contains 6657 members 
Mstep: Class 12 contains 766 members 
Mstep: Class 13 contains 22698 members 
Mstep: Class 14 contains 11801 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8657 members 
Mstep: Class 19 contains 20216 members 
Mstep: Class 20 contains 719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57702788.000000 Penalty: 58218.136719
Iteration 77Q: 19 clusters Score -5.770279e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 852 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 214134 members 
Mstep: Class 3 contains 42097 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 2332 members 
Mstep: Class 6 contains 7404 members 
Mstep: Class 7 contains 10732 members 
Mstep: Class 8 contains 986 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 106645 members 
Mstep: Class 11 contains 6674 members 
Mstep: Class 12 contains 766 members 
Mstep: Class 13 contains 22696 members 
Mstep: Class 14 contains 11828 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8650 members 
Mstep: Class 19 contains 20223 members 
Mstep: Class 20 contains 719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57702908.000000 Penalty: 58218.136719
Iteration 78Q: 19 clusters Score -5.770291e+07 nChanged 341
Entering ConstructFrom: 
Score: -57702908.000000 Penalty: 58218.136719
Entering ConstructFrom: 
Trying to split cluster 1 (2634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Entering Unmasked Estep 
Score: -320856.593750 Penalty: 1953.312256
	Iteration 0F: 2 clusters Score -320856.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -317824.843750 Penalty: 3906.624512
	Iteration 0F: 3 clusters Score -317824.8 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -318376.031250 Penalty: 3906.624512
	Iteration 1F: 3 clusters Score -318376 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -318511.718750 Penalty: 3906.624512
	Iteration 2F: 3 clusters Score -318511.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -318592.531250 Penalty: 3906.624512
	Iteration 3Q: 3 clusters Score -318592.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -318657.531250 Penalty: 3906.624512
	Iteration 4Q: 3 clusters Score -318657.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -318692.656250 Penalty: 3906.624512
	Iteration 5Q: 3 clusters Score -318692.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -318716.125000 Penalty: 3906.624512
	Iteration 6Q: 3 clusters Score -318716.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -318734.218750 Penalty: 3906.624512
	Iteration 7Q: 3 clusters Score -318734.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -318750.531250 Penalty: 3906.624512
	Iteration 8Q: 3 clusters Score -318750.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -318762.000000 Penalty: 3906.624512
	Iteration 9Q: 3 clusters Score -318762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -318773.281250 Penalty: 3906.624512
	Iteration 10Q: 3 clusters Score -318773.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -318785.156250 Penalty: 3906.624512
	Iteration 11Q: 3 clusters Score -318785.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -318795.593750 Penalty: 3906.624512
	Iteration 12Q: 3 clusters Score -318795.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -318805.406250 Penalty: 3906.624512
	Iteration 13Q: 3 clusters Score -318805.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -318814.906250 Penalty: 3906.624512
	Iteration 14Q: 3 clusters Score -318814.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -318820.906250 Penalty: 3906.624512
	Iteration 15Q: 3 clusters Score -318820.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -318825.968750 Penalty: 3906.624512
	Iteration 16Q: 3 clusters Score -318826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -318830.906250 Penalty: 3906.624512
	Iteration 17Q: 3 clusters Score -318830.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -318837.125000 Penalty: 3906.624512
	Iteration 18Q: 3 clusters Score -318837.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -318843.718750 Penalty: 3906.624512
	Iteration 19Q: 3 clusters Score -318843.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -318849.812500 Penalty: 3906.624512
	Iteration 20F: 3 clusters Score -318849.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -318854.593750 Penalty: 3906.624512
	Iteration 21Q: 3 clusters Score -318854.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -318861.343750 Penalty: 3906.624512
	Iteration 22Q: 3 clusters Score -318861.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -318868.281250 Penalty: 3906.624512
	Iteration 23Q: 3 clusters Score -318868.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -318869.937500 Penalty: 3906.624512
	Iteration 24Q: 3 clusters Score -318869.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -318872.468750 Penalty: 3906.624512
	Iteration 25Q: 3 clusters Score -318872.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -318875.375000 Penalty: 3906.624512
	Iteration 26Q: 3 clusters Score -318875.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -318875.625000 Penalty: 3906.624512
	Iteration 27Q: 3 clusters Score -318875.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -318876.156250 Penalty: 3906.624512
	Iteration 28Q: 3 clusters Score -318876.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -318876.625000 Penalty: 3906.624512
	Iteration 29Q: 3 clusters Score -318876.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -318879.718750 Penalty: 3906.624512
	Iteration 30Q: 3 clusters Score -318879.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -318881.687500 Penalty: 3906.624512
	Iteration 31Q: 3 clusters Score -318881.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -318885.062500 Penalty: 3906.624512
	Iteration 32Q: 3 clusters Score -318885.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -318886.062500 Penalty: 3906.624512
	Iteration 33Q: 3 clusters Score -318886.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -318886.062500 Penalty: 3906.624512
	Iteration 34F: 3 clusters Score -318886.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (214140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214140 members 
Entering Unmasked Estep 
Score: -27034174.000000 Penalty: 3044.047607
	Iteration 0F: 2 clusters Score -2.703417e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106907 members 
Mstep: Class 2 contains 107233 members 
Entering Unmasked Estep 
Score: -26898736.000000 Penalty: 6088.095215
	Iteration 0F: 3 clusters Score -2.689874e+07 nChanged 102848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106535 members 
Mstep: Class 2 contains 107605 members 
Entering Unmasked Estep 
Score: -26959258.000000 Penalty: 6088.095215
	Iteration 1F: 3 clusters Score -2.695926e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105742 members 
Mstep: Class 2 contains 108398 members 
Entering Unmasked Estep 
Score: -26960708.000000 Penalty: 6088.095215
	Iteration 2Q: 3 clusters Score -2.696071e+07 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104530 members 
Mstep: Class 2 contains 109610 members 
Entering Unmasked Estep 
Score: -26962238.000000 Penalty: 6088.095215
	Iteration 3Q: 3 clusters Score -2.696224e+07 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102538 members 
Mstep: Class 2 contains 111602 members 
Entering Unmasked Estep 
Score: -26964192.000000 Penalty: 6088.095215
	Iteration 4Q: 3 clusters Score -2.696419e+07 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99535 members 
Mstep: Class 2 contains 114605 members 
Entering Unmasked Estep 
Score: -26966838.000000 Penalty: 6088.095215
	Iteration 5Q: 3 clusters Score -2.696684e+07 nChanged 9248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95301 members 
Mstep: Class 2 contains 118839 members 
Entering Unmasked Estep 
Score: -26971322.000000 Penalty: 6088.095215
	Iteration 6Q: 3 clusters Score -2.697132e+07 nChanged 11215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89652 members 
Mstep: Class 2 contains 124488 members 
Entering Unmasked Estep 
Score: -26978076.000000 Penalty: 6088.095215
	Iteration 7F: 3 clusters Score -2.697808e+07 nChanged 12708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83400 members 
Mstep: Class 2 contains 130740 members 
Entering Unmasked Estep 
Score: -26987032.000000 Penalty: 6088.095215
	Iteration 8F: 3 clusters Score -2.698703e+07 nChanged 12997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77625 members 
Mstep: Class 2 contains 136515 members 
Entering Unmasked Estep 
Score: -26995870.000000 Penalty: 6088.095215
	Iteration 9F: 3 clusters Score -2.699587e+07 nChanged 11258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73199 members 
Mstep: Class 2 contains 140941 members 
Entering Unmasked Estep 
Score: -27001950.000000 Penalty: 6088.095215
	Iteration 10F: 3 clusters Score -2.700195e+07 nChanged 8303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69822 members 
Mstep: Class 2 contains 144318 members 
Entering Unmasked Estep 
Score: -27005114.000000 Penalty: 6088.095215
	Iteration 11Q: 3 clusters Score -2.700511e+07 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66592 members 
Mstep: Class 2 contains 147548 members 
Entering Unmasked Estep 
Score: -27006732.000000 Penalty: 6088.095215
	Iteration 12Q: 3 clusters Score -2.700673e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63234 members 
Mstep: Class 2 contains 150906 members 
Entering Unmasked Estep 
Score: -27007738.000000 Penalty: 6088.095215
	Iteration 13Q: 3 clusters Score -2.700774e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59655 members 
Mstep: Class 2 contains 154485 members 
Entering Unmasked Estep 
Score: -27008780.000000 Penalty: 6088.095215
	Iteration 14Q: 3 clusters Score -2.700878e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55854 members 
Mstep: Class 2 contains 158286 members 
Entering Unmasked Estep 
Score: -27009884.000000 Penalty: 6088.095215
	Iteration 15Q: 3 clusters Score -2.700988e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51889 members 
Mstep: Class 2 contains 162251 members 
Entering Unmasked Estep 
Score: -27011080.000000 Penalty: 6088.095215
	Iteration 16Q: 3 clusters Score -2.701108e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 166482 members 
Entering Unmasked Estep 
Score: -27012374.000000 Penalty: 6088.095215
	Iteration 17Q: 3 clusters Score -2.701237e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 170801 members 
Entering Unmasked Estep 
Score: -27013838.000000 Penalty: 6088.095215
	Iteration 18Q: 3 clusters Score -2.701384e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 175361 members 
Entering Unmasked Estep 
Score: -27015484.000000 Penalty: 6088.095215
	Iteration 19Q: 3 clusters Score -2.701548e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 179956 members 
Entering Unmasked Estep 
Score: -27017204.000000 Penalty: 6088.095215
	Iteration 20F: 3 clusters Score -2.70172e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 184514 members 
Entering Unmasked Estep 
Score: -27019096.000000 Penalty: 6088.095215
	Iteration 21Q: 3 clusters Score -2.70191e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 188995 members 
Entering Unmasked Estep 
Score: -27021172.000000 Penalty: 6088.095215
	Iteration 22Q: 3 clusters Score -2.702117e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 193330 members 
Entering Unmasked Estep 
Score: -27023094.000000 Penalty: 6088.095215
	Iteration 23Q: 3 clusters Score -2.702309e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 197520 members 
Entering Unmasked Estep 
Score: -27024982.000000 Penalty: 6088.095215
	Iteration 24Q: 3 clusters Score -2.702498e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 201298 members 
Entering Unmasked Estep 
Score: -27026508.000000 Penalty: 6088.095215
	Iteration 25Q: 3 clusters Score -2.702651e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 204572 members 
Entering Unmasked Estep 
Score: -27027964.000000 Penalty: 6088.095215
	Iteration 26Q: 3 clusters Score -2.702796e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 207265 members 
Entering Unmasked Estep 
Score: -27029068.000000 Penalty: 6088.095215
	Iteration 27Q: 3 clusters Score -2.702907e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 209383 members 
Entering Unmasked Estep 
Score: -27030004.000000 Penalty: 6088.095215
	Iteration 28Q: 3 clusters Score -2.703e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 210980 members 
Entering Unmasked Estep 
Score: -27030532.000000 Penalty: 6088.095215
	Iteration 29Q: 3 clusters Score -2.703053e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 212008 members 
Entering Unmasked Estep 
Score: -27030880.000000 Penalty: 6088.095215
	Iteration 30Q: 3 clusters Score -2.703088e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 212651 members 
Entering Unmasked Estep 
Score: -27031318.000000 Penalty: 6088.095215
	Iteration 31Q: 3 clusters Score -2.703132e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 213001 members 
Entering Unmasked Estep 
Score: -27031492.000000 Penalty: 6088.095215
	Iteration 32Q: 3 clusters Score -2.703149e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 213212 members 
Entering Unmasked Estep 
Score: -27031602.000000 Penalty: 6088.095215
	Iteration 33Q: 3 clusters Score -2.70316e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 213336 members 
Entering Unmasked Estep 
Score: -27031632.000000 Penalty: 6088.095215
	Iteration 34Q: 3 clusters Score -2.703163e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 213411 members 
Entering Unmasked Estep 
Score: -27031672.000000 Penalty: 6088.095215
	Iteration 35Q: 3 clusters Score -2.703167e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 213464 members 
Entering Unmasked Estep 
Score: -27031686.000000 Penalty: 6088.095215
	Iteration 36Q: 3 clusters Score -2.703169e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 213494 members 
Entering Unmasked Estep 
Score: -27031704.000000 Penalty: 6088.095215
	Iteration 37Q: 3 clusters Score -2.70317e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 213521 members 
Entering Unmasked Estep 
Score: -27031688.000000 Penalty: 6088.095215
	Iteration 38Q: 3 clusters Score -2.703169e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 213543 members 
Entering Unmasked Estep 
Score: -27031740.000000 Penalty: 6088.095215
	Iteration 39Q: 3 clusters Score -2.703174e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 213556 members 
Entering Unmasked Estep 
Score: -27031730.000000 Penalty: 6088.095215
	Iteration 40F: 3 clusters Score -2.703173e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 213562 members 
Entering Unmasked Estep 
Score: -27031742.000000 Penalty: 6088.095215
	Iteration 41Q: 3 clusters Score -2.703174e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 213564 members 
Entering Unmasked Estep 
Score: -27031746.000000 Penalty: 6088.095215
	Iteration 42Q: 3 clusters Score -2.703175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 213567 members 
Entering Unmasked Estep 
Score: -27031748.000000 Penalty: 6088.095215
	Iteration 43Q: 3 clusters Score -2.703175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 213569 members 
Entering Unmasked Estep 
Score: -27031746.000000 Penalty: 6088.095215
	Iteration 44Q: 3 clusters Score -2.703175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 213571 members 
Entering Unmasked Estep 
Score: -27031728.000000 Penalty: 6088.095215
	Iteration 45Q: 3 clusters Score -2.703173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 213574 members 
Entering Unmasked Estep 
Score: -27031730.000000 Penalty: 6088.095215
	Iteration 46Q: 3 clusters Score -2.703173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 213576 members 
Entering Unmasked Estep 
Score: -27031724.000000 Penalty: 6088.095215
	Iteration 47Q: 3 clusters Score -2.703172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 213578 members 
Entering Unmasked Estep 
Score: -27031726.000000 Penalty: 6088.095215
	Iteration 48Q: 3 clusters Score -2.703173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 213580 members 
Entering Unmasked Estep 
Score: -27031750.000000 Penalty: 6088.095215
	Iteration 49Q: 3 clusters Score -2.703175e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 213580 members 
Entering Unmasked Estep 
Score: -27031750.000000 Penalty: 6088.095215
	Iteration 50F: 3 clusters Score -2.703175e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (42067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42067 members 
Entering Unmasked Estep 
Score: -5399975.000000 Penalty: 2640.460449
	Iteration 0F: 2 clusters Score -5399975 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 20964 members 
Entering Unmasked Estep 
Score: -5371260.000000 Penalty: 5280.920898
	Iteration 0F: 3 clusters Score -5371260 nChanged 19444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -5382092.500000 Penalty: 5280.920898
	Iteration 1F: 3 clusters Score -5382092 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -5382692.500000 Penalty: 5280.920898
	Iteration 2Q: 3 clusters Score -5382692 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -5383366.000000 Penalty: 5280.920898
	Iteration 3Q: 3 clusters Score -5383366 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -5384165.500000 Penalty: 5280.920898
	Iteration 4Q: 3 clusters Score -5384166 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -5385307.000000 Penalty: 5280.920898
	Iteration 5F: 3 clusters Score -5385307 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -5386738.000000 Penalty: 5280.920898
	Iteration 6F: 3 clusters Score -5386738 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -5388654.000000 Penalty: 5280.920898
	Iteration 7F: 3 clusters Score -5388654 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -5390820.000000 Penalty: 5280.920898
	Iteration 8F: 3 clusters Score -5390820 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -5392862.500000 Penalty: 5280.920898
	Iteration 9F: 3 clusters Score -5392862 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -5394331.500000 Penalty: 5280.920898
	Iteration 10Q: 3 clusters Score -5394332 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -5395281.500000 Penalty: 5280.920898
	Iteration 11Q: 3 clusters Score -5395282 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -5395828.500000 Penalty: 5280.920898
	Iteration 12Q: 3 clusters Score -5395828 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -5396154.500000 Penalty: 5280.920898
	Iteration 13Q: 3 clusters Score -5396154 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37311 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -5396368.000000 Penalty: 5280.920898
	Iteration 14Q: 3 clusters Score -5396368 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -5396570.500000 Penalty: 5280.920898
	Iteration 15Q: 3 clusters Score -5396570 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -5396731.500000 Penalty: 5280.920898
	Iteration 16Q: 3 clusters Score -5396732 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38369 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -5396852.000000 Penalty: 5280.920898
	Iteration 17Q: 3 clusters Score -5396852 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -5396938.500000 Penalty: 5280.920898
	Iteration 18Q: 3 clusters Score -5396938 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38858 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -5397012.000000 Penalty: 5280.920898
	Iteration 19Q: 3 clusters Score -5397012 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -5397099.000000 Penalty: 5280.920898
	Iteration 20F: 3 clusters Score -5397099 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39259 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -5397191.000000 Penalty: 5280.920898
	Iteration 21Q: 3 clusters Score -5397191 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39410 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -5397260.500000 Penalty: 5280.920898
	Iteration 22Q: 3 clusters Score -5397260 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -5397306.500000 Penalty: 5280.920898
	Iteration 23Q: 3 clusters Score -5397306 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -5397341.500000 Penalty: 5280.920898
	Iteration 24Q: 3 clusters Score -5397342 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -5397373.500000 Penalty: 5280.920898
	Iteration 25Q: 3 clusters Score -5397374 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -5397394.000000 Penalty: 5280.920898
	Iteration 26Q: 3 clusters Score -5397394 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -5397409.000000 Penalty: 5280.920898
	Iteration 27Q: 3 clusters Score -5397409 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -5397449.500000 Penalty: 5280.920898
	Iteration 28Q: 3 clusters Score -5397450 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -5397466.500000 Penalty: 5280.920898
	Iteration 29Q: 3 clusters Score -5397466 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -5397487.000000 Penalty: 5280.920898
	Iteration 30Q: 3 clusters Score -5397487 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -5397526.500000 Penalty: 5280.920898
	Iteration 31Q: 3 clusters Score -5397526 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -5397539.500000 Penalty: 5280.920898
	Iteration 32Q: 3 clusters Score -5397540 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40330 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -5397560.000000 Penalty: 5280.920898
	Iteration 33Q: 3 clusters Score -5397560 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -5397574.500000 Penalty: 5280.920898
	Iteration 34Q: 3 clusters Score -5397574 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -5397604.500000 Penalty: 5280.920898
	Iteration 35Q: 3 clusters Score -5397604 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -5397623.500000 Penalty: 5280.920898
	Iteration 36Q: 3 clusters Score -5397624 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40498 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -5397632.000000 Penalty: 5280.920898
	Iteration 37Q: 3 clusters Score -5397632 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -5397645.000000 Penalty: 5280.920898
	Iteration 38Q: 3 clusters Score -5397645 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -5397654.000000 Penalty: 5280.920898
	Iteration 39Q: 3 clusters Score -5397654 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -5397652.000000 Penalty: 5280.920898
	Iteration 40F: 3 clusters Score -5397652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5397650.000000 Penalty: 5280.920898
	Iteration 41Q: 3 clusters Score -5397650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5397651.000000 Penalty: 5280.920898
	Iteration 42Q: 3 clusters Score -5397651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -5397675.000000 Penalty: 5280.920898
	Iteration 43Q: 3 clusters Score -5397675 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -5397665.500000 Penalty: 5280.920898
	Iteration 44Q: 3 clusters Score -5397666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5397679.500000 Penalty: 5280.920898
	Iteration 45Q: 3 clusters Score -5397680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -5397679.000000 Penalty: 5280.920898
	Iteration 46Q: 3 clusters Score -5397679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -5397671.500000 Penalty: 5280.920898
	Iteration 47Q: 3 clusters Score -5397672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -5397677.500000 Penalty: 5280.920898
	Iteration 48Q: 3 clusters Score -5397678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5397692.000000 Penalty: 5280.920898
	Iteration 49Q: 3 clusters Score -5397692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40719 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -5397692.000000 Penalty: 5280.920898
	Iteration 50Q: 3 clusters Score -5397692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -5397704.500000 Penalty: 5280.920898
	Iteration 51Q: 3 clusters Score -5397704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -5397708.000000 Penalty: 5280.920898
	Iteration 52Q: 3 clusters Score -5397708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -5397705.500000 Penalty: 5280.920898
	Iteration 53Q: 3 clusters Score -5397706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -5397711.000000 Penalty: 5280.920898
	Iteration 54Q: 3 clusters Score -5397711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -5397712.000000 Penalty: 5280.920898
	Iteration 55Q: 3 clusters Score -5397712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5397710.000000 Penalty: 5280.920898
	Iteration 56Q: 3 clusters Score -5397710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40772 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -5397707.500000 Penalty: 5280.920898
	Iteration 57Q: 3 clusters Score -5397708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40776 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -5397711.000000 Penalty: 5280.920898
	Iteration 58Q: 3 clusters Score -5397711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -5397713.500000 Penalty: 5280.920898
	Iteration 59Q: 3 clusters Score -5397714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -5397713.500000 Penalty: 5280.920898
	Iteration 60F: 3 clusters Score -5397714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Entering Unmasked Estep 
Score: -59203.109375 Penalty: 1594.970093
	Iteration 0F: 2 clusters Score -59203.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -57810.460938 Penalty: 3189.940186
	Iteration 0F: 3 clusters Score -57810.46 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -58727.933594 Penalty: 3189.940186
	Iteration 1F: 3 clusters Score -58727.93 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -59402.804688 Penalty: 3189.940186
	Iteration 2F: 3 clusters Score -59402.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -60028.484375 Penalty: 3189.940186
	Iteration 3F: 3 clusters Score -60028.48 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -60399.796875 Penalty: 3189.940186
	Iteration 4F: 3 clusters Score -60399.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -61118.941406 Penalty: 3189.940186
	Iteration 5F: 3 clusters Score -61118.94 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -61837.472656 Penalty: 3189.940186
	Iteration 6F: 3 clusters Score -61837.47 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -62494.421875 Penalty: 3189.940186
	Iteration 7F: 3 clusters Score -62494.42 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -62923.195312 Penalty: 3189.940186
	Iteration 8F: 3 clusters Score -62923.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -63169.289062 Penalty: 3189.940186
	Iteration 9Q: 3 clusters Score -63169.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -63266.242188 Penalty: 3189.940186
	Iteration 10Q: 3 clusters Score -63266.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -63270.925781 Penalty: 3189.940186
	Iteration 11Q: 3 clusters Score -63270.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -63270.925781 Penalty: 3189.940186
	Iteration 12F: 3 clusters Score -63270.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 852 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 214140 members 
Mstep: Class 3 contains 42067 members 
Mstep: Class 4 contains 338 members 
Mstep: Class 5 contains 2332 members 
Mstep: Class 6 contains 7398 members 
Mstep: Class 7 contains 10763 members 
Mstep: Class 8 contains 986 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 106591 members 
Mstep: Class 11 contains 6692 members 
Mstep: Class 12 contains 766 members 
Mstep: Class 13 contains 22693 members 
Mstep: Class 14 contains 11847 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8650 members 
Mstep: Class 17 contains 283 members 
Mstep: Class 19 contains 20232 members 
Mstep: Class 20 contains 719 members 
Entering Unmasked Estep 
Score: -57705312.000000 Penalty: 61452.480469
Splitting cluster 4 changes total score from -57702908.000000 to -57705312.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 5 (2332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Entering Unmasked Estep 
Score: -290425.281250 Penalty: 1923.111328
	Iteration 0F: 2 clusters Score -290425.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -287581.468750 Penalty: 3846.222656
	Iteration 0F: 3 clusters Score -287581.5 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -288089.843750 Penalty: 3846.222656
	Iteration 1F: 3 clusters Score -288089.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -288293.812500 Penalty: 3846.222656
	Iteration 2F: 3 clusters Score -288293.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -288428.031250 Penalty: 3846.222656
	Iteration 3F: 3 clusters Score -288428 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -288522.437500 Penalty: 3846.222656
	Iteration 4Q: 3 clusters Score -288522.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -288622.406250 Penalty: 3846.222656
	Iteration 5Q: 3 clusters Score -288622.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -288742.531250 Penalty: 3846.222656
	Iteration 6Q: 3 clusters Score -288742.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -288877.843750 Penalty: 3846.222656
	Iteration 7Q: 3 clusters Score -288877.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -288977.968750 Penalty: 3846.222656
	Iteration 8Q: 3 clusters Score -288978 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -289080.437500 Penalty: 3846.222656
	Iteration 9Q: 3 clusters Score -289080.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -289178.843750 Penalty: 3846.222656
	Iteration 10Q: 3 clusters Score -289178.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -289301.625000 Penalty: 3846.222656
	Iteration 11Q: 3 clusters Score -289301.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -289419.375000 Penalty: 3846.222656
	Iteration 12Q: 3 clusters Score -289419.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -289526.031250 Penalty: 3846.222656
	Iteration 13Q: 3 clusters Score -289526 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -289600.406250 Penalty: 3846.222656
	Iteration 14Q: 3 clusters Score -289600.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -289666.375000 Penalty: 3846.222656
	Iteration 15Q: 3 clusters Score -289666.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -289723.375000 Penalty: 3846.222656
	Iteration 16Q: 3 clusters Score -289723.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -289749.187500 Penalty: 3846.222656
	Iteration 17Q: 3 clusters Score -289749.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -289770.812500 Penalty: 3846.222656
	Iteration 18Q: 3 clusters Score -289770.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -289802.218750 Penalty: 3846.222656
	Iteration 19Q: 3 clusters Score -289802.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -289831.406250 Penalty: 3846.222656
	Iteration 20F: 3 clusters Score -289831.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -289847.500000 Penalty: 3846.222656
	Iteration 21Q: 3 clusters Score -289847.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -289856.656250 Penalty: 3846.222656
	Iteration 22Q: 3 clusters Score -289856.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -289862.937500 Penalty: 3846.222656
	Iteration 23Q: 3 clusters Score -289862.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -289870.406250 Penalty: 3846.222656
	Iteration 24Q: 3 clusters Score -289870.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -289877.312500 Penalty: 3846.222656
	Iteration 25Q: 3 clusters Score -289877.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -289884.812500 Penalty: 3846.222656
	Iteration 26Q: 3 clusters Score -289884.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -289888.875000 Penalty: 3846.222656
	Iteration 27Q: 3 clusters Score -289888.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -289890.562500 Penalty: 3846.222656
	Iteration 28Q: 3 clusters Score -289890.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -289891.968750 Penalty: 3846.222656
	Iteration 29Q: 3 clusters Score -289892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -289893.406250 Penalty: 3846.222656
	Iteration 30Q: 3 clusters Score -289893.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -289895.281250 Penalty: 3846.222656
	Iteration 31Q: 3 clusters Score -289895.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -289895.625000 Penalty: 3846.222656
	Iteration 32Q: 3 clusters Score -289895.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -289896.218750 Penalty: 3846.222656
	Iteration 33Q: 3 clusters Score -289896.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -289902.125000 Penalty: 3846.222656
	Iteration 34Q: 3 clusters Score -289902.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -289909.125000 Penalty: 3846.222656
	Iteration 35Q: 3 clusters Score -289909.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -289910.718750 Penalty: 3846.222656
	Iteration 36Q: 3 clusters Score -289910.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -289912.312500 Penalty: 3846.222656
	Iteration 37Q: 3 clusters Score -289912.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -289914.312500 Penalty: 3846.222656
	Iteration 38Q: 3 clusters Score -289914.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -289915.062500 Penalty: 3846.222656
	Iteration 39Q: 3 clusters Score -289915.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -289915.062500 Penalty: 3846.222656
	Iteration 40F: 3 clusters Score -289915.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Entering Unmasked Estep 
Score: -924611.750000 Penalty: 2209.423340
	Iteration 0F: 2 clusters Score -924611.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -918646.750000 Penalty: 4418.846680
	Iteration 0F: 3 clusters Score -918646.8 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -920210.125000 Penalty: 4418.846680
	Iteration 1F: 3 clusters Score -920210.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -920471.000000 Penalty: 4418.846680
	Iteration 2F: 3 clusters Score -920471 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -920662.875000 Penalty: 4418.846680
	Iteration 3F: 3 clusters Score -920662.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -920857.250000 Penalty: 4418.846680
	Iteration 4Q: 3 clusters Score -920857.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -921033.000000 Penalty: 4418.846680
	Iteration 5Q: 3 clusters Score -921033 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -921166.000000 Penalty: 4418.846680
	Iteration 6Q: 3 clusters Score -921166 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -921288.375000 Penalty: 4418.846680
	Iteration 7Q: 3 clusters Score -921288.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -921443.500000 Penalty: 4418.846680
	Iteration 8Q: 3 clusters Score -921443.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -921638.625000 Penalty: 4418.846680
	Iteration 9Q: 3 clusters Score -921638.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -921841.937500 Penalty: 4418.846680
	Iteration 10Q: 3 clusters Score -921841.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -922038.375000 Penalty: 4418.846680
	Iteration 11Q: 3 clusters Score -922038.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -922196.500000 Penalty: 4418.846680
	Iteration 12Q: 3 clusters Score -922196.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -922327.000000 Penalty: 4418.846680
	Iteration 13Q: 3 clusters Score -922327 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -922404.750000 Penalty: 4418.846680
	Iteration 14Q: 3 clusters Score -922404.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -922473.687500 Penalty: 4418.846680
	Iteration 15Q: 3 clusters Score -922473.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -922529.625000 Penalty: 4418.846680
	Iteration 16Q: 3 clusters Score -922529.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -922573.312500 Penalty: 4418.846680
	Iteration 17Q: 3 clusters Score -922573.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -922602.312500 Penalty: 4418.846680
	Iteration 18Q: 3 clusters Score -922602.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -922636.875000 Penalty: 4418.846680
	Iteration 19Q: 3 clusters Score -922636.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -922655.000000 Penalty: 4418.846680
	Iteration 20F: 3 clusters Score -922655 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -922666.125000 Penalty: 4418.846680
	Iteration 21Q: 3 clusters Score -922666.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -922667.500000 Penalty: 4418.846680
	Iteration 22Q: 3 clusters Score -922667.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -922668.250000 Penalty: 4418.846680
	Iteration 23Q: 3 clusters Score -922668.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -922671.812500 Penalty: 4418.846680
	Iteration 24Q: 3 clusters Score -922671.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -922677.625000 Penalty: 4418.846680
	Iteration 25Q: 3 clusters Score -922677.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -922681.750000 Penalty: 4418.846680
	Iteration 26Q: 3 clusters Score -922681.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -922685.187500 Penalty: 4418.846680
	Iteration 27Q: 3 clusters Score -922685.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -922686.875000 Penalty: 4418.846680
	Iteration 28Q: 3 clusters Score -922686.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -922691.812500 Penalty: 4418.846680
	Iteration 29Q: 3 clusters Score -922691.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -922698.875000 Penalty: 4418.846680
	Iteration 30Q: 3 clusters Score -922698.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -922703.187500 Penalty: 4418.846680
	Iteration 31Q: 3 clusters Score -922703.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -922704.437500 Penalty: 4418.846680
	Iteration 32Q: 3 clusters Score -922704.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -922709.812500 Penalty: 4418.846680
	Iteration 33Q: 3 clusters Score -922709.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -922713.375000 Penalty: 4418.846680
	Iteration 34Q: 3 clusters Score -922713.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -922721.750000 Penalty: 4418.846680
	Iteration 35Q: 3 clusters Score -922721.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -922731.062500 Penalty: 4418.846680
	Iteration 36Q: 3 clusters Score -922731.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -922737.937500 Penalty: 4418.846680
	Iteration 37Q: 3 clusters Score -922737.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -922743.562500 Penalty: 4418.846680
	Iteration 38Q: 3 clusters Score -922743.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -922743.875000 Penalty: 4418.846680
	Iteration 39Q: 3 clusters Score -922743.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -922744.250000 Penalty: 4418.846680
	Iteration 40F: 3 clusters Score -922744.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Entering Unmasked Estep 
Score: -1385815.625000 Penalty: 2302.399658
	Iteration 0F: 2 clusters Score -1385816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1377633.625000 Penalty: 4604.799316
	Iteration 0F: 3 clusters Score -1377634 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1380059.000000 Penalty: 4604.799316
	Iteration 1F: 3 clusters Score -1380059 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1380348.875000 Penalty: 4604.799316
	Iteration 2F: 3 clusters Score -1380349 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1380600.000000 Penalty: 4604.799316
	Iteration 3F: 3 clusters Score -1380600 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1380810.250000 Penalty: 4604.799316
	Iteration 4Q: 3 clusters Score -1380810 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1380982.750000 Penalty: 4604.799316
	Iteration 5Q: 3 clusters Score -1380983 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1381156.875000 Penalty: 4604.799316
	Iteration 6Q: 3 clusters Score -1381157 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1381357.125000 Penalty: 4604.799316
	Iteration 7Q: 3 clusters Score -1381357 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1381593.750000 Penalty: 4604.799316
	Iteration 8Q: 3 clusters Score -1381594 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1381862.625000 Penalty: 4604.799316
	Iteration 9Q: 3 clusters Score -1381863 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1382154.750000 Penalty: 4604.799316
	Iteration 10Q: 3 clusters Score -1382155 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1382460.125000 Penalty: 4604.799316
	Iteration 11Q: 3 clusters Score -1382460 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1382757.375000 Penalty: 4604.799316
	Iteration 12Q: 3 clusters Score -1382757 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1383037.250000 Penalty: 4604.799316
	Iteration 13Q: 3 clusters Score -1383037 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1383221.000000 Penalty: 4604.799316
	Iteration 14Q: 3 clusters Score -1383221 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1383341.125000 Penalty: 4604.799316
	Iteration 15Q: 3 clusters Score -1383341 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1383444.375000 Penalty: 4604.799316
	Iteration 16Q: 3 clusters Score -1383444 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1383538.625000 Penalty: 4604.799316
	Iteration 17Q: 3 clusters Score -1383539 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1383613.125000 Penalty: 4604.799316
	Iteration 18Q: 3 clusters Score -1383613 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1383669.500000 Penalty: 4604.799316
	Iteration 19Q: 3 clusters Score -1383670 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1383702.375000 Penalty: 4604.799316
	Iteration 20F: 3 clusters Score -1383702 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1383727.250000 Penalty: 4604.799316
	Iteration 21Q: 3 clusters Score -1383727 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1383743.000000 Penalty: 4604.799316
	Iteration 22Q: 3 clusters Score -1383743 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1383760.750000 Penalty: 4604.799316
	Iteration 23Q: 3 clusters Score -1383761 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1383773.750000 Penalty: 4604.799316
	Iteration 24Q: 3 clusters Score -1383774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1383787.625000 Penalty: 4604.799316
	Iteration 25Q: 3 clusters Score -1383788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1383796.500000 Penalty: 4604.799316
	Iteration 26Q: 3 clusters Score -1383796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1383803.250000 Penalty: 4604.799316
	Iteration 27Q: 3 clusters Score -1383803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1383806.000000 Penalty: 4604.799316
	Iteration 28Q: 3 clusters Score -1383806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1383809.875000 Penalty: 4604.799316
	Iteration 29Q: 3 clusters Score -1383810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1383809.625000 Penalty: 4604.799316
	Iteration 30Q: 3 clusters Score -1383810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1383811.750000 Penalty: 4604.799316
	Iteration 31Q: 3 clusters Score -1383812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1383812.875000 Penalty: 4604.799316
	Iteration 32Q: 3 clusters Score -1383813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1383815.875000 Penalty: 4604.799316
	Iteration 33Q: 3 clusters Score -1383816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1383816.875000 Penalty: 4604.799316
	Iteration 34Q: 3 clusters Score -1383817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1383816.875000 Penalty: 4604.799316
	Iteration 35F: 3 clusters Score -1383817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Entering Unmasked Estep 
Score: -106855.031250 Penalty: 1709.626709
	Iteration 0F: 2 clusters Score -106855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -104981.062500 Penalty: 3419.253418
	Iteration 0F: 3 clusters Score -104981.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -105430.179688 Penalty: 3419.253418
	Iteration 1F: 3 clusters Score -105430.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -105772.921875 Penalty: 3419.253418
	Iteration 2F: 3 clusters Score -105772.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -106265.164062 Penalty: 3419.253418
	Iteration 3F: 3 clusters Score -106265.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -106499.773438 Penalty: 3419.253418
	Iteration 4Q: 3 clusters Score -106499.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -106664.820312 Penalty: 3419.253418
	Iteration 5Q: 3 clusters Score -106664.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -106727.523438 Penalty: 3419.253418
	Iteration 6Q: 3 clusters Score -106727.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -106785.140625 Penalty: 3419.253418
	Iteration 7Q: 3 clusters Score -106785.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -106832.382812 Penalty: 3419.253418
	Iteration 8Q: 3 clusters Score -106832.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -106894.843750 Penalty: 3419.253418
	Iteration 9Q: 3 clusters Score -106894.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -106985.507812 Penalty: 3419.253418
	Iteration 10Q: 3 clusters Score -106985.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -107050.632812 Penalty: 3419.253418
	Iteration 11Q: 3 clusters Score -107050.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -107108.679688 Penalty: 3419.253418
	Iteration 12Q: 3 clusters Score -107108.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -107142.992188 Penalty: 3419.253418
	Iteration 13Q: 3 clusters Score -107143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -107177.226562 Penalty: 3419.253418
	Iteration 14Q: 3 clusters Score -107177.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -107206.632812 Penalty: 3419.253418
	Iteration 15Q: 3 clusters Score -107206.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -107229.078125 Penalty: 3419.253418
	Iteration 16Q: 3 clusters Score -107229.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -107237.406250 Penalty: 3419.253418
	Iteration 17Q: 3 clusters Score -107237.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -107245.460938 Penalty: 3419.253418
	Iteration 18Q: 3 clusters Score -107245.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -107246.953125 Penalty: 3419.253418
	Iteration 19Q: 3 clusters Score -107247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -107248.023438 Penalty: 3419.253418
	Iteration 20F: 3 clusters Score -107248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 852 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 214140 members 
Mstep: Class 3 contains 42067 members 
Mstep: Class 4 contains 338 members 
Mstep: Class 5 contains 2332 members 
Mstep: Class 6 contains 7398 members 
Mstep: Class 7 contains 10763 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 106591 members 
Mstep: Class 11 contains 6692 members 
Mstep: Class 12 contains 766 members 
Mstep: Class 13 contains 22693 members 
Mstep: Class 14 contains 11847 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8650 members 
Mstep: Class 17 contains 283 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 20232 members 
Mstep: Class 20 contains 719 members 
Entering Unmasked Estep 
Score: -57704180.000000 Penalty: 64686.820312
Splitting cluster 8 changes total score from -57702908.000000 to -57704180.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 9 (613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Entering Unmasked Estep 
Score: -64235.437500 Penalty: 1591.754517
	Iteration 0F: 2 clusters Score -64235.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -62639.355469 Penalty: 3183.509033
	Iteration 0F: 3 clusters Score -62639.36 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -62995.464844 Penalty: 3183.509033
	Iteration 1F: 3 clusters Score -62995.46 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -63273.082031 Penalty: 3183.509033
	Iteration 2F: 3 clusters Score -63273.08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -63380.312500 Penalty: 3183.509033
	Iteration 3Q: 3 clusters Score -63380.31 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -63499.289062 Penalty: 3183.509033
	Iteration 4F: 3 clusters Score -63499.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -63569.011719 Penalty: 3183.509033
	Iteration 5Q: 3 clusters Score -63569.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -63609.343750 Penalty: 3183.509033
	Iteration 6Q: 3 clusters Score -63609.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -63640.082031 Penalty: 3183.509033
	Iteration 7Q: 3 clusters Score -63640.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -63651.101562 Penalty: 3183.509033
	Iteration 8Q: 3 clusters Score -63651.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -63673.406250 Penalty: 3183.509033
	Iteration 9Q: 3 clusters Score -63673.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -63691.300781 Penalty: 3183.509033
	Iteration 10Q: 3 clusters Score -63691.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -63694.371094 Penalty: 3183.509033
	Iteration 11Q: 3 clusters Score -63694.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -63697.464844 Penalty: 3183.509033
	Iteration 12Q: 3 clusters Score -63697.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -63697.464844 Penalty: 3183.509033
	Iteration 13F: 3 clusters Score -63697.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (106591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106591 members 
Entering Unmasked Estep 
Score: -13672694.000000 Penalty: 2871.035156
	Iteration 0F: 2 clusters Score -1.367269e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53394 members 
Mstep: Class 2 contains 53197 members 
Entering Unmasked Estep 
Score: -13601330.000000 Penalty: 5742.070312
	Iteration 0F: 3 clusters Score -1.360133e+07 nChanged 50555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54385 members 
Mstep: Class 2 contains 52206 members 
Entering Unmasked Estep 
Score: -13630388.000000 Penalty: 5742.070312
	Iteration 1F: 3 clusters Score -1.363039e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54852 members 
Mstep: Class 2 contains 51739 members 
Entering Unmasked Estep 
Score: -13631538.000000 Penalty: 5742.070312
	Iteration 2Q: 3 clusters Score -1.363154e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55613 members 
Mstep: Class 2 contains 50978 members 
Entering Unmasked Estep 
Score: -13633052.000000 Penalty: 5742.070312
	Iteration 3Q: 3 clusters Score -1.363305e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56679 members 
Mstep: Class 2 contains 49912 members 
Entering Unmasked Estep 
Score: -13635425.000000 Penalty: 5742.070312
	Iteration 4Q: 3 clusters Score -1.363542e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57972 members 
Mstep: Class 2 contains 48619 members 
Entering Unmasked Estep 
Score: -13638915.000000 Penalty: 5742.070312
	Iteration 5Q: 3 clusters Score -1.363892e+07 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59478 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -13643116.000000 Penalty: 5742.070312
	Iteration 6F: 3 clusters Score -1.364312e+07 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61202 members 
Mstep: Class 2 contains 45389 members 
Entering Unmasked Estep 
Score: -13647914.000000 Penalty: 5742.070312
	Iteration 7F: 3 clusters Score -1.364791e+07 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62934 members 
Mstep: Class 2 contains 43657 members 
Entering Unmasked Estep 
Score: -13652612.000000 Penalty: 5742.070312
	Iteration 8F: 3 clusters Score -1.365261e+07 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64466 members 
Mstep: Class 2 contains 42125 members 
Entering Unmasked Estep 
Score: -13656349.000000 Penalty: 5742.070312
	Iteration 9F: 3 clusters Score -1.365635e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65736 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -13658373.000000 Penalty: 5742.070312
	Iteration 10Q: 3 clusters Score -1.365837e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66953 members 
Mstep: Class 2 contains 39638 members 
Entering Unmasked Estep 
Score: -13659292.000000 Penalty: 5742.070312
	Iteration 11Q: 3 clusters Score -1.365929e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68304 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -13659911.000000 Penalty: 5742.070312
	Iteration 12Q: 3 clusters Score -1.365991e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69844 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -13660558.000000 Penalty: 5742.070312
	Iteration 13Q: 3 clusters Score -1.366056e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71444 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -13661090.000000 Penalty: 5742.070312
	Iteration 14Q: 3 clusters Score -1.366109e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73142 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -13661742.000000 Penalty: 5742.070312
	Iteration 15Q: 3 clusters Score -1.366174e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74980 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -13662464.000000 Penalty: 5742.070312
	Iteration 16Q: 3 clusters Score -1.366246e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76886 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -13663340.000000 Penalty: 5742.070312
	Iteration 17Q: 3 clusters Score -1.366334e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78876 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -13664287.000000 Penalty: 5742.070312
	Iteration 18Q: 3 clusters Score -1.366429e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80848 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -13665201.000000 Penalty: 5742.070312
	Iteration 19Q: 3 clusters Score -1.36652e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82745 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -13666089.000000 Penalty: 5742.070312
	Iteration 20F: 3 clusters Score -1.366609e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84555 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -13666981.000000 Penalty: 5742.070312
	Iteration 21Q: 3 clusters Score -1.366698e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86206 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -13667649.000000 Penalty: 5742.070312
	Iteration 22Q: 3 clusters Score -1.366765e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87667 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -13668337.000000 Penalty: 5742.070312
	Iteration 23Q: 3 clusters Score -1.366834e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89037 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -13668925.000000 Penalty: 5742.070312
	Iteration 24Q: 3 clusters Score -1.366892e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90264 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -13669385.000000 Penalty: 5742.070312
	Iteration 25Q: 3 clusters Score -1.366938e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91386 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -13669794.000000 Penalty: 5742.070312
	Iteration 26Q: 3 clusters Score -1.366979e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92402 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -13670133.000000 Penalty: 5742.070312
	Iteration 27Q: 3 clusters Score -1.367013e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93254 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -13670456.000000 Penalty: 5742.070312
	Iteration 28Q: 3 clusters Score -1.367046e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93971 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -13670676.000000 Penalty: 5742.070312
	Iteration 29Q: 3 clusters Score -1.367068e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94630 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -13670875.000000 Penalty: 5742.070312
	Iteration 30Q: 3 clusters Score -1.367088e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95172 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -13670968.000000 Penalty: 5742.070312
	Iteration 31Q: 3 clusters Score -1.367097e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95653 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -13671028.000000 Penalty: 5742.070312
	Iteration 32Q: 3 clusters Score -1.367103e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96058 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -13671073.000000 Penalty: 5742.070312
	Iteration 33Q: 3 clusters Score -1.367107e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96417 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -13671127.000000 Penalty: 5742.070312
	Iteration 34Q: 3 clusters Score -1.367113e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96743 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -13671181.000000 Penalty: 5742.070312
	Iteration 35Q: 3 clusters Score -1.367118e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97019 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -13671242.000000 Penalty: 5742.070312
	Iteration 36Q: 3 clusters Score -1.367124e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97280 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -13671294.000000 Penalty: 5742.070312
	Iteration 37Q: 3 clusters Score -1.367129e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97525 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -13671370.000000 Penalty: 5742.070312
	Iteration 38Q: 3 clusters Score -1.367137e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97735 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -13671392.000000 Penalty: 5742.070312
	Iteration 39Q: 3 clusters Score -1.367139e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97920 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -13671423.000000 Penalty: 5742.070312
	Iteration 40F: 3 clusters Score -1.367142e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98074 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -13671436.000000 Penalty: 5742.070312
	Iteration 41Q: 3 clusters Score -1.367144e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98232 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -13671502.000000 Penalty: 5742.070312
	Iteration 42Q: 3 clusters Score -1.36715e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98382 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -13671522.000000 Penalty: 5742.070312
	Iteration 43Q: 3 clusters Score -1.367152e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98510 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -13671560.000000 Penalty: 5742.070312
	Iteration 44Q: 3 clusters Score -1.367156e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98612 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -13671580.000000 Penalty: 5742.070312
	Iteration 45Q: 3 clusters Score -1.367158e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98709 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -13671579.000000 Penalty: 5742.070312
	Iteration 46Q: 3 clusters Score -1.367158e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98801 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -13671576.000000 Penalty: 5742.070312
	Iteration 47Q: 3 clusters Score -1.367158e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98881 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -13671592.000000 Penalty: 5742.070312
	Iteration 48Q: 3 clusters Score -1.367159e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98955 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -13671610.000000 Penalty: 5742.070312
	Iteration 49Q: 3 clusters Score -1.367161e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99007 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -13671631.000000 Penalty: 5742.070312
	Iteration 50Q: 3 clusters Score -1.367163e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99059 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -13671630.000000 Penalty: 5742.070312
	Iteration 51Q: 3 clusters Score -1.367163e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99105 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -13671630.000000 Penalty: 5742.070312
	Iteration 52Q: 3 clusters Score -1.367163e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99159 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -13671633.000000 Penalty: 5742.070312
	Iteration 53Q: 3 clusters Score -1.367163e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99193 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -13671646.000000 Penalty: 5742.070312
	Iteration 54Q: 3 clusters Score -1.367165e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99222 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -13671624.000000 Penalty: 5742.070312
	Iteration 55Q: 3 clusters Score -1.367162e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99250 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -13671625.000000 Penalty: 5742.070312
	Iteration 56Q: 3 clusters Score -1.367162e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99279 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -13671631.000000 Penalty: 5742.070312
	Iteration 57Q: 3 clusters Score -1.367163e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99308 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -13671620.000000 Penalty: 5742.070312
	Iteration 58Q: 3 clusters Score -1.367162e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99337 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -13671617.000000 Penalty: 5742.070312
	Iteration 59Q: 3 clusters Score -1.367162e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99366 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -13671619.000000 Penalty: 5742.070312
	Iteration 60F: 3 clusters Score -1.367162e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99395 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -13671599.000000 Penalty: 5742.070312
	Iteration 61Q: 3 clusters Score -1.36716e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99426 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -13671615.000000 Penalty: 5742.070312
	Iteration 62Q: 3 clusters Score -1.367162e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99458 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -13671610.000000 Penalty: 5742.070312
	Iteration 63Q: 3 clusters Score -1.367161e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99488 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -13671596.000000 Penalty: 5742.070312
	Iteration 64Q: 3 clusters Score -1.36716e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99514 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -13671608.000000 Penalty: 5742.070312
	Iteration 65Q: 3 clusters Score -1.367161e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99543 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -13671596.000000 Penalty: 5742.070312
	Iteration 66Q: 3 clusters Score -1.36716e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99568 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -13671620.000000 Penalty: 5742.070312
	Iteration 67Q: 3 clusters Score -1.367162e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99594 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -13671618.000000 Penalty: 5742.070312
	Iteration 68Q: 3 clusters Score -1.367162e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99618 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -13671623.000000 Penalty: 5742.070312
	Iteration 69Q: 3 clusters Score -1.367162e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99645 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -13671615.000000 Penalty: 5742.070312
	Iteration 70Q: 3 clusters Score -1.367162e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99669 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -13671635.000000 Penalty: 5742.070312
	Iteration 71Q: 3 clusters Score -1.367164e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99687 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -13671628.000000 Penalty: 5742.070312
	Iteration 72Q: 3 clusters Score -1.367163e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99706 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -13671605.000000 Penalty: 5742.070312
	Iteration 73Q: 3 clusters Score -1.36716e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99731 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -13671608.000000 Penalty: 5742.070312
	Iteration 74Q: 3 clusters Score -1.367161e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99752 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -13671615.000000 Penalty: 5742.070312
	Iteration 75Q: 3 clusters Score -1.367162e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99771 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -13671610.000000 Penalty: 5742.070312
	Iteration 76Q: 3 clusters Score -1.367161e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99796 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -13671630.000000 Penalty: 5742.070312
	Iteration 77Q: 3 clusters Score -1.367163e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99816 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -13671623.000000 Penalty: 5742.070312
	Iteration 78Q: 3 clusters Score -1.367162e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99837 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -13671627.000000 Penalty: 5742.070312
	Iteration 79Q: 3 clusters Score -1.367163e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99865 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -13671631.000000 Penalty: 5742.070312
	Iteration 80F: 3 clusters Score -1.367163e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99888 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -13671617.000000 Penalty: 5742.070312
	Iteration 81Q: 3 clusters Score -1.367162e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99906 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -13671608.000000 Penalty: 5742.070312
	Iteration 82Q: 3 clusters Score -1.367161e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99925 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -13671612.000000 Penalty: 5742.070312
	Iteration 83Q: 3 clusters Score -1.367161e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99943 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -13671633.000000 Penalty: 5742.070312
	Iteration 84Q: 3 clusters Score -1.367163e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99964 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -13671624.000000 Penalty: 5742.070312
	Iteration 85Q: 3 clusters Score -1.367162e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99984 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -13671629.000000 Penalty: 5742.070312
	Iteration 86Q: 3 clusters Score -1.367163e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100005 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -13671641.000000 Penalty: 5742.070312
	Iteration 87Q: 3 clusters Score -1.367164e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100025 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -13671655.000000 Penalty: 5742.070312
	Iteration 88Q: 3 clusters Score -1.367166e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100043 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -13671653.000000 Penalty: 5742.070312
	Iteration 89Q: 3 clusters Score -1.367165e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100055 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -13671639.000000 Penalty: 5742.070312
	Iteration 90Q: 3 clusters Score -1.367164e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100070 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -13671631.000000 Penalty: 5742.070312
	Iteration 91Q: 3 clusters Score -1.367163e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100093 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -13671640.000000 Penalty: 5742.070312
	Iteration 92Q: 3 clusters Score -1.367164e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100119 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -13671636.000000 Penalty: 5742.070312
	Iteration 93Q: 3 clusters Score -1.367164e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100137 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -13671618.000000 Penalty: 5742.070312
	Iteration 94Q: 3 clusters Score -1.367162e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100155 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -13671626.000000 Penalty: 5742.070312
	Iteration 95Q: 3 clusters Score -1.367163e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100172 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -13671641.000000 Penalty: 5742.070312
	Iteration 96Q: 3 clusters Score -1.367164e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100190 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -13671646.000000 Penalty: 5742.070312
	Iteration 97Q: 3 clusters Score -1.367165e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100210 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -13671660.000000 Penalty: 5742.070312
	Iteration 98Q: 3 clusters Score -1.367166e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100239 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -13671646.000000 Penalty: 5742.070312
	Iteration 99Q: 3 clusters Score -1.367165e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100272 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -13671665.000000 Penalty: 5742.070312
	Iteration 100F: 3 clusters Score -1.367166e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100304 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -13671668.000000 Penalty: 5742.070312
	Iteration 101Q: 3 clusters Score -1.367167e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100343 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -13671666.000000 Penalty: 5742.070312
	Iteration 102Q: 3 clusters Score -1.367167e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100377 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -13671658.000000 Penalty: 5742.070312
	Iteration 103Q: 3 clusters Score -1.367166e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100408 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -13671644.000000 Penalty: 5742.070312
	Iteration 104Q: 3 clusters Score -1.367164e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100437 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -13671628.000000 Penalty: 5742.070312
	Iteration 105Q: 3 clusters Score -1.367163e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100462 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -13671616.000000 Penalty: 5742.070312
	Iteration 106Q: 3 clusters Score -1.367162e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100489 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -13671634.000000 Penalty: 5742.070312
	Iteration 107Q: 3 clusters Score -1.367163e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100509 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -13671634.000000 Penalty: 5742.070312
	Iteration 108Q: 3 clusters Score -1.367163e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100528 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -13671632.000000 Penalty: 5742.070312
	Iteration 109Q: 3 clusters Score -1.367163e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100551 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -13671630.000000 Penalty: 5742.070312
	Iteration 110Q: 3 clusters Score -1.367163e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100580 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -13671642.000000 Penalty: 5742.070312
	Iteration 111Q: 3 clusters Score -1.367164e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100600 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -13671665.000000 Penalty: 5742.070312
	Iteration 112Q: 3 clusters Score -1.367166e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100616 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -13671662.000000 Penalty: 5742.070312
	Iteration 113Q: 3 clusters Score -1.367166e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100631 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -13671664.000000 Penalty: 5742.070312
	Iteration 114Q: 3 clusters Score -1.367166e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100643 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -13671651.000000 Penalty: 5742.070312
	Iteration 115Q: 3 clusters Score -1.367165e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100651 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -13671670.000000 Penalty: 5742.070312
	Iteration 116Q: 3 clusters Score -1.367167e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100661 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -13671671.000000 Penalty: 5742.070312
	Iteration 117Q: 3 clusters Score -1.367167e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100668 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -13671665.000000 Penalty: 5742.070312
	Iteration 118Q: 3 clusters Score -1.367166e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100676 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -13671683.000000 Penalty: 5742.070312
	Iteration 119Q: 3 clusters Score -1.367168e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100679 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -13671674.000000 Penalty: 5742.070312
	Iteration 120F: 3 clusters Score -1.367167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100680 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -13671677.000000 Penalty: 5742.070312
	Iteration 121Q: 3 clusters Score -1.367168e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100680 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -13671677.000000 Penalty: 5742.070312
	Iteration 122F: 3 clusters Score -1.367168e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Entering Unmasked Estep 
Score: -847649.625000 Penalty: 2184.549805
	Iteration 0F: 2 clusters Score -847649.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -842059.062500 Penalty: 4369.099609
	Iteration 0F: 3 clusters Score -842059.1 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -843462.687500 Penalty: 4369.099609
	Iteration 1F: 3 clusters Score -843462.7 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -843748.937500 Penalty: 4369.099609
	Iteration 2F: 3 clusters Score -843748.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -843957.937500 Penalty: 4369.099609
	Iteration 3F: 3 clusters Score -843957.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -844106.812500 Penalty: 4369.099609
	Iteration 4Q: 3 clusters Score -844106.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -844260.875000 Penalty: 4369.099609
	Iteration 5Q: 3 clusters Score -844260.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -844409.187500 Penalty: 4369.099609
	Iteration 6Q: 3 clusters Score -844409.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -844557.250000 Penalty: 4369.099609
	Iteration 7Q: 3 clusters Score -844557.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -844692.812500 Penalty: 4369.099609
	Iteration 8Q: 3 clusters Score -844692.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -844821.562500 Penalty: 4369.099609
	Iteration 9Q: 3 clusters Score -844821.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -844988.000000 Penalty: 4369.099609
	Iteration 10Q: 3 clusters Score -844988 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -845107.000000 Penalty: 4369.099609
	Iteration 11Q: 3 clusters Score -845107 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -845220.125000 Penalty: 4369.099609
	Iteration 12Q: 3 clusters Score -845220.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -845323.125000 Penalty: 4369.099609
	Iteration 13Q: 3 clusters Score -845323.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -845402.937500 Penalty: 4369.099609
	Iteration 14Q: 3 clusters Score -845402.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -845471.750000 Penalty: 4369.099609
	Iteration 15Q: 3 clusters Score -845471.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -845519.812500 Penalty: 4369.099609
	Iteration 16Q: 3 clusters Score -845519.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -845558.937500 Penalty: 4369.099609
	Iteration 17Q: 3 clusters Score -845558.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -845594.437500 Penalty: 4369.099609
	Iteration 18Q: 3 clusters Score -845594.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -845631.250000 Penalty: 4369.099609
	Iteration 19Q: 3 clusters Score -845631.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -845669.937500 Penalty: 4369.099609
	Iteration 20F: 3 clusters Score -845669.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -845700.937500 Penalty: 4369.099609
	Iteration 21Q: 3 clusters Score -845700.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -845723.750000 Penalty: 4369.099609
	Iteration 22Q: 3 clusters Score -845723.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -845745.312500 Penalty: 4369.099609
	Iteration 23Q: 3 clusters Score -845745.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -845767.875000 Penalty: 4369.099609
	Iteration 24Q: 3 clusters Score -845767.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -845783.625000 Penalty: 4369.099609
	Iteration 25Q: 3 clusters Score -845783.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -845798.687500 Penalty: 4369.099609
	Iteration 26Q: 3 clusters Score -845798.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -845809.937500 Penalty: 4369.099609
	Iteration 27Q: 3 clusters Score -845809.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -845812.625000 Penalty: 4369.099609
	Iteration 28Q: 3 clusters Score -845812.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -845817.187500 Penalty: 4369.099609
	Iteration 29Q: 3 clusters Score -845817.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -845819.937500 Penalty: 4369.099609
	Iteration 30Q: 3 clusters Score -845819.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -845821.062500 Penalty: 4369.099609
	Iteration 31Q: 3 clusters Score -845821.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -845821.062500 Penalty: 4369.099609
	Iteration 32F: 3 clusters Score -845821.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Entering Unmasked Estep 
Score: -82993.976562 Penalty: 1647.013184
	Iteration 0F: 2 clusters Score -82993.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -81308.640625 Penalty: 3294.026367
	Iteration 0F: 3 clusters Score -81308.64 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -81633.507812 Penalty: 3294.026367
	Iteration 1F: 3 clusters Score -81633.51 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -81826.890625 Penalty: 3294.026367
	Iteration 2F: 3 clusters Score -81826.89 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -82018.656250 Penalty: 3294.026367
	Iteration 3F: 3 clusters Score -82018.66 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -82252.445312 Penalty: 3294.026367
	Iteration 4F: 3 clusters Score -82252.45 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -82503.000000 Penalty: 3294.026367
	Iteration 5F: 3 clusters Score -82503 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -82661.406250 Penalty: 3294.026367
	Iteration 6F: 3 clusters Score -82661.41 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -82774.320312 Penalty: 3294.026367
	Iteration 7F: 3 clusters Score -82774.32 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -82852.945312 Penalty: 3294.026367
	Iteration 8Q: 3 clusters Score -82852.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -82929.187500 Penalty: 3294.026367
	Iteration 9Q: 3 clusters Score -82929.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -82965.054688 Penalty: 3294.026367
	Iteration 10Q: 3 clusters Score -82965.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -82977.906250 Penalty: 3294.026367
	Iteration 11Q: 3 clusters Score -82977.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -82987.445312 Penalty: 3294.026367
	Iteration 12Q: 3 clusters Score -82987.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -82995.492188 Penalty: 3294.026367
	Iteration 13Q: 3 clusters Score -82995.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -83003.890625 Penalty: 3294.026367
	Iteration 14Q: 3 clusters Score -83003.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -83009.437500 Penalty: 3294.026367
	Iteration 15Q: 3 clusters Score -83009.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -83010.726562 Penalty: 3294.026367
	Iteration 16F: 3 clusters Score -83010.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -83035.851562 Penalty: 3294.026367
	Iteration 17Q: 3 clusters Score -83035.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -83087.906250 Penalty: 3294.026367
	Iteration 18Q: 3 clusters Score -83087.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -83154.789062 Penalty: 3294.026367
	Iteration 19Q: 3 clusters Score -83154.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -83199.593750 Penalty: 3294.026367
	Iteration 20F: 3 clusters Score -83199.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -83267.304688 Penalty: 3294.026367
	Iteration 21Q: 3 clusters Score -83267.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -83280.046875 Penalty: 3294.026367
	Iteration 22Q: 3 clusters Score -83280.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -83283.539062 Penalty: 3294.026367
	Iteration 23Q: 3 clusters Score -83283.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -83290.851562 Penalty: 3294.026367
	Iteration 24Q: 3 clusters Score -83290.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -83293.992188 Penalty: 3294.026367
	Iteration 25Q: 3 clusters Score -83293.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -83296.398438 Penalty: 3294.026367
	Iteration 26Q: 3 clusters Score -83296.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -83297.648438 Penalty: 3294.026367
	Iteration 27Q: 3 clusters Score -83297.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -83297.648438 Penalty: 3294.026367
	Iteration 28F: 3 clusters Score -83297.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 852 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 214140 members 
Mstep: Class 3 contains 42067 members 
Mstep: Class 4 contains 338 members 
Mstep: Class 5 contains 2332 members 
Mstep: Class 6 contains 7398 members 
Mstep: Class 7 contains 10763 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 106591 members 
Mstep: Class 11 contains 6692 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 22693 members 
Mstep: Class 14 contains 11847 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8650 members 
Mstep: Class 17 contains 283 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 20232 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 206 members 
Entering Unmasked Estep 
Score: -57702920.000000 Penalty: 67921.164062
Splitting cluster 12 changes total score from -57702908.000000 to -57702920.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 13 (22693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Entering Unmasked Estep 
Score: -2924507.250000 Penalty: 2487.393311
	Iteration 0F: 2 clusters Score -2924507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -2908577.000000 Penalty: 4974.786621
	Iteration 0F: 3 clusters Score -2908577 nChanged 10160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -2914068.500000 Penalty: 4974.786621
	Iteration 1F: 3 clusters Score -2914068 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -2914568.750000 Penalty: 4974.786621
	Iteration 2F: 3 clusters Score -2914569 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -2915165.750000 Penalty: 4974.786621
	Iteration 3F: 3 clusters Score -2915166 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -2915913.000000 Penalty: 4974.786621
	Iteration 4F: 3 clusters Score -2915913 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -2917041.250000 Penalty: 4974.786621
	Iteration 5F: 3 clusters Score -2917041 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -2918440.750000 Penalty: 4974.786621
	Iteration 6F: 3 clusters Score -2918441 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -2919912.000000 Penalty: 4974.786621
	Iteration 7F: 3 clusters Score -2919912 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -2920938.000000 Penalty: 4974.786621
	Iteration 8Q: 3 clusters Score -2920938 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -2921575.250000 Penalty: 4974.786621
	Iteration 9Q: 3 clusters Score -2921575 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -2921943.000000 Penalty: 4974.786621
	Iteration 10Q: 3 clusters Score -2921943 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -2922154.500000 Penalty: 4974.786621
	Iteration 11Q: 3 clusters Score -2922154 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -2922271.000000 Penalty: 4974.786621
	Iteration 12Q: 3 clusters Score -2922271 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -2922328.750000 Penalty: 4974.786621
	Iteration 13Q: 3 clusters Score -2922329 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -2922376.500000 Penalty: 4974.786621
	Iteration 14Q: 3 clusters Score -2922376 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -2922422.500000 Penalty: 4974.786621
	Iteration 15Q: 3 clusters Score -2922422 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -2922449.500000 Penalty: 4974.786621
	Iteration 16Q: 3 clusters Score -2922450 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -2922477.500000 Penalty: 4974.786621
	Iteration 17Q: 3 clusters Score -2922478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -2922490.500000 Penalty: 4974.786621
	Iteration 18Q: 3 clusters Score -2922490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -2922495.750000 Penalty: 4974.786621
	Iteration 19Q: 3 clusters Score -2922496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -2922508.000000 Penalty: 4974.786621
	Iteration 20F: 3 clusters Score -2922508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -2922514.500000 Penalty: 4974.786621
	Iteration 21Q: 3 clusters Score -2922514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -2922514.500000 Penalty: 4974.786621
	Iteration 22Q: 3 clusters Score -2922514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -2922512.750000 Penalty: 4974.786621
	Iteration 23Q: 3 clusters Score -2922513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -2922515.250000 Penalty: 4974.786621
	Iteration 24Q: 3 clusters Score -2922515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -2922515.250000 Penalty: 4974.786621
	Iteration 25F: 3 clusters Score -2922515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Entering Unmasked Estep 
Score: -1488646.250000 Penalty: 2326.197998
	Iteration 0F: 2 clusters Score -1488646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1479836.625000 Penalty: 4652.395996
	Iteration 0F: 3 clusters Score -1479837 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1482402.375000 Penalty: 4652.395996
	Iteration 1F: 3 clusters Score -1482402 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1482664.750000 Penalty: 4652.395996
	Iteration 2F: 3 clusters Score -1482665 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1482823.125000 Penalty: 4652.395996
	Iteration 3Q: 3 clusters Score -1482823 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1482948.625000 Penalty: 4652.395996
	Iteration 4Q: 3 clusters Score -1482949 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1483044.125000 Penalty: 4652.395996
	Iteration 5Q: 3 clusters Score -1483044 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1483137.500000 Penalty: 4652.395996
	Iteration 6Q: 3 clusters Score -1483138 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1483236.625000 Penalty: 4652.395996
	Iteration 7Q: 3 clusters Score -1483237 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1483336.250000 Penalty: 4652.395996
	Iteration 8Q: 3 clusters Score -1483336 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1483463.875000 Penalty: 4652.395996
	Iteration 9Q: 3 clusters Score -1483464 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1483619.750000 Penalty: 4652.395996
	Iteration 10Q: 3 clusters Score -1483620 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1483788.750000 Penalty: 4652.395996
	Iteration 11Q: 3 clusters Score -1483789 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1483991.500000 Penalty: 4652.395996
	Iteration 12Q: 3 clusters Score -1483992 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1484211.000000 Penalty: 4652.395996
	Iteration 13Q: 3 clusters Score -1484211 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1484461.375000 Penalty: 4652.395996
	Iteration 14Q: 3 clusters Score -1484461 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1484704.625000 Penalty: 4652.395996
	Iteration 15Q: 3 clusters Score -1484705 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1484952.125000 Penalty: 4652.395996
	Iteration 16Q: 3 clusters Score -1484952 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1485264.375000 Penalty: 4652.395996
	Iteration 17Q: 3 clusters Score -1485264 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1485582.875000 Penalty: 4652.395996
	Iteration 18Q: 3 clusters Score -1485583 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1485872.625000 Penalty: 4652.395996
	Iteration 19Q: 3 clusters Score -1485873 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1486056.875000 Penalty: 4652.395996
	Iteration 20F: 3 clusters Score -1486057 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1486206.500000 Penalty: 4652.395996
	Iteration 21Q: 3 clusters Score -1486206 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1486315.125000 Penalty: 4652.395996
	Iteration 22Q: 3 clusters Score -1486315 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1486391.125000 Penalty: 4652.395996
	Iteration 23Q: 3 clusters Score -1486391 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1486466.625000 Penalty: 4652.395996
	Iteration 24Q: 3 clusters Score -1486467 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1486513.625000 Penalty: 4652.395996
	Iteration 25Q: 3 clusters Score -1486514 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1486551.500000 Penalty: 4652.395996
	Iteration 26Q: 3 clusters Score -1486552 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1486578.625000 Penalty: 4652.395996
	Iteration 27Q: 3 clusters Score -1486579 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1486589.750000 Penalty: 4652.395996
	Iteration 28Q: 3 clusters Score -1486590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1486608.500000 Penalty: 4652.395996
	Iteration 29Q: 3 clusters Score -1486608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1486620.500000 Penalty: 4652.395996
	Iteration 30Q: 3 clusters Score -1486620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1486637.125000 Penalty: 4652.395996
	Iteration 31Q: 3 clusters Score -1486637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1486652.375000 Penalty: 4652.395996
	Iteration 32Q: 3 clusters Score -1486652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1486662.000000 Penalty: 4652.395996
	Iteration 33Q: 3 clusters Score -1486662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1486672.500000 Penalty: 4652.395996
	Iteration 34Q: 3 clusters Score -1486672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1486676.250000 Penalty: 4652.395996
	Iteration 35Q: 3 clusters Score -1486676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1486677.625000 Penalty: 4652.395996
	Iteration 36Q: 3 clusters Score -1486678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1486677.875000 Penalty: 4652.395996
	Iteration 37Q: 3 clusters Score -1486678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1486677.625000 Penalty: 4652.395996
	Iteration 38Q: 3 clusters Score -1486678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1486679.875000 Penalty: 4652.395996
	Iteration 39Q: 3 clusters Score -1486680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1486679.375000 Penalty: 4652.395996
	Iteration 40F: 3 clusters Score -1486679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1486682.625000 Penalty: 4652.395996
	Iteration 41Q: 3 clusters Score -1486683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1486683.250000 Penalty: 4652.395996
	Iteration 42Q: 3 clusters Score -1486683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1486683.250000 Penalty: 4652.395996
	Iteration 43F: 3 clusters Score -1486683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -81045.421875 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -81045.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -79357.984375 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -79357.98 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -79578.539062 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -79578.54 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -79626.179688 Penalty: 3216.379150
	Iteration 2Q: 3 clusters Score -79626.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -79642.062500 Penalty: 3216.379150
	Iteration 3Q: 3 clusters Score -79642.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -79649.242188 Penalty: 3216.379150
	Iteration 4Q: 3 clusters Score -79649.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -79659.531250 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -79659.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -79664.039062 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -79664.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -79664.039062 Penalty: 3216.379150
	Iteration 7F: 3 clusters Score -79664.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Entering Unmasked Estep 
Score: -1117870.625000 Penalty: 2248.197998
	Iteration 0F: 2 clusters Score -1117871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1111021.875000 Penalty: 4496.395996
	Iteration 0F: 3 clusters Score -1111022 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1112848.750000 Penalty: 4496.395996
	Iteration 1F: 3 clusters Score -1112849 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1113104.875000 Penalty: 4496.395996
	Iteration 2F: 3 clusters Score -1113105 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1113275.875000 Penalty: 4496.395996
	Iteration 3Q: 3 clusters Score -1113276 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1113400.375000 Penalty: 4496.395996
	Iteration 4Q: 3 clusters Score -1113400 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1113491.500000 Penalty: 4496.395996
	Iteration 5Q: 3 clusters Score -1113492 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1113573.750000 Penalty: 4496.395996
	Iteration 6Q: 3 clusters Score -1113574 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1113649.750000 Penalty: 4496.395996
	Iteration 7Q: 3 clusters Score -1113650 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1113726.500000 Penalty: 4496.395996
	Iteration 8Q: 3 clusters Score -1113726 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1113824.625000 Penalty: 4496.395996
	Iteration 9Q: 3 clusters Score -1113825 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1113941.750000 Penalty: 4496.395996
	Iteration 10Q: 3 clusters Score -1113942 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1114055.375000 Penalty: 4496.395996
	Iteration 11Q: 3 clusters Score -1114055 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1114196.750000 Penalty: 4496.395996
	Iteration 12Q: 3 clusters Score -1114197 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1114349.500000 Penalty: 4496.395996
	Iteration 13Q: 3 clusters Score -1114350 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1114542.000000 Penalty: 4496.395996
	Iteration 14Q: 3 clusters Score -1114542 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1114789.250000 Penalty: 4496.395996
	Iteration 15Q: 3 clusters Score -1114789 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1115021.250000 Penalty: 4496.395996
	Iteration 16Q: 3 clusters Score -1115021 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1115232.750000 Penalty: 4496.395996
	Iteration 17Q: 3 clusters Score -1115233 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1115407.125000 Penalty: 4496.395996
	Iteration 18Q: 3 clusters Score -1115407 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1115557.500000 Penalty: 4496.395996
	Iteration 19Q: 3 clusters Score -1115558 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1115644.750000 Penalty: 4496.395996
	Iteration 20F: 3 clusters Score -1115645 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1115696.250000 Penalty: 4496.395996
	Iteration 21Q: 3 clusters Score -1115696 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1115723.875000 Penalty: 4496.395996
	Iteration 22Q: 3 clusters Score -1115724 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1115753.375000 Penalty: 4496.395996
	Iteration 23Q: 3 clusters Score -1115753 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1115769.750000 Penalty: 4496.395996
	Iteration 24Q: 3 clusters Score -1115770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1115791.500000 Penalty: 4496.395996
	Iteration 25Q: 3 clusters Score -1115792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1115813.625000 Penalty: 4496.395996
	Iteration 26Q: 3 clusters Score -1115814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1115837.875000 Penalty: 4496.395996
	Iteration 27Q: 3 clusters Score -1115838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1115851.500000 Penalty: 4496.395996
	Iteration 28Q: 3 clusters Score -1115852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1115858.250000 Penalty: 4496.395996
	Iteration 29Q: 3 clusters Score -1115858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1115870.250000 Penalty: 4496.395996
	Iteration 30Q: 3 clusters Score -1115870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1115874.000000 Penalty: 4496.395996
	Iteration 31Q: 3 clusters Score -1115874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1115873.625000 Penalty: 4496.395996
	Iteration 32Q: 3 clusters Score -1115874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1115873.000000 Penalty: 4496.395996
	Iteration 33Q: 3 clusters Score -1115873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1115873.000000 Penalty: 4496.395996
	Iteration 34F: 3 clusters Score -1115873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Entering Unmasked Estep 
Score: -2621651.000000 Penalty: 2458.925293
	Iteration 0F: 2 clusters Score -2621651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -2607335.250000 Penalty: 4917.850586
	Iteration 0F: 3 clusters Score -2607335 nChanged 8984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2612104.250000 Penalty: 4917.850586
	Iteration 1F: 3 clusters Score -2612104 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -2612458.750000 Penalty: 4917.850586
	Iteration 2F: 3 clusters Score -2612459 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2612749.250000 Penalty: 4917.850586
	Iteration 3Q: 3 clusters Score -2612749 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2613022.750000 Penalty: 4917.850586
	Iteration 4Q: 3 clusters Score -2613023 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2613286.750000 Penalty: 4917.850586
	Iteration 5Q: 3 clusters Score -2613287 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2613570.750000 Penalty: 4917.850586
	Iteration 6Q: 3 clusters Score -2613571 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -2613928.500000 Penalty: 4917.850586
	Iteration 7Q: 3 clusters Score -2613928 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -2614386.250000 Penalty: 4917.850586
	Iteration 8Q: 3 clusters Score -2614386 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -2615049.250000 Penalty: 4917.850586
	Iteration 9Q: 3 clusters Score -2615049 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -2615871.250000 Penalty: 4917.850586
	Iteration 10F: 3 clusters Score -2615871 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -2616770.750000 Penalty: 4917.850586
	Iteration 11F: 3 clusters Score -2616771 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -2617501.250000 Penalty: 4917.850586
	Iteration 12Q: 3 clusters Score -2617501 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -2617969.250000 Penalty: 4917.850586
	Iteration 13Q: 3 clusters Score -2617969 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2618228.000000 Penalty: 4917.850586
	Iteration 14Q: 3 clusters Score -2618228 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -2618355.750000 Penalty: 4917.850586
	Iteration 15Q: 3 clusters Score -2618356 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -2618441.250000 Penalty: 4917.850586
	Iteration 16Q: 3 clusters Score -2618441 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2618529.000000 Penalty: 4917.850586
	Iteration 17Q: 3 clusters Score -2618529 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -2618614.250000 Penalty: 4917.850586
	Iteration 18Q: 3 clusters Score -2618614 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -2618685.000000 Penalty: 4917.850586
	Iteration 19Q: 3 clusters Score -2618685 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -2618734.500000 Penalty: 4917.850586
	Iteration 20F: 3 clusters Score -2618734 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -2618773.750000 Penalty: 4917.850586
	Iteration 21Q: 3 clusters Score -2618774 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2618804.000000 Penalty: 4917.850586
	Iteration 22Q: 3 clusters Score -2618804 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2618826.750000 Penalty: 4917.850586
	Iteration 23Q: 3 clusters Score -2618827 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -2618862.000000 Penalty: 4917.850586
	Iteration 24Q: 3 clusters Score -2618862 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2618890.000000 Penalty: 4917.850586
	Iteration 25Q: 3 clusters Score -2618890 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -2618912.500000 Penalty: 4917.850586
	Iteration 26Q: 3 clusters Score -2618912 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2618925.500000 Penalty: 4917.850586
	Iteration 27Q: 3 clusters Score -2618926 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -2618947.000000 Penalty: 4917.850586
	Iteration 28Q: 3 clusters Score -2618947 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2618960.000000 Penalty: 4917.850586
	Iteration 29Q: 3 clusters Score -2618960 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2618966.000000 Penalty: 4917.850586
	Iteration 30Q: 3 clusters Score -2618966 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2618983.750000 Penalty: 4917.850586
	Iteration 31Q: 3 clusters Score -2618984 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2619001.750000 Penalty: 4917.850586
	Iteration 32Q: 3 clusters Score -2619002 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -2619006.250000 Penalty: 4917.850586
	Iteration 33Q: 3 clusters Score -2619006 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2619018.000000 Penalty: 4917.850586
	Iteration 34Q: 3 clusters Score -2619018 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2619033.000000 Penalty: 4917.850586
	Iteration 35Q: 3 clusters Score -2619033 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2619039.750000 Penalty: 4917.850586
	Iteration 36Q: 3 clusters Score -2619040 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2619059.000000 Penalty: 4917.850586
	Iteration 37Q: 3 clusters Score -2619059 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2619063.500000 Penalty: 4917.850586
	Iteration 38Q: 3 clusters Score -2619064 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2619079.750000 Penalty: 4917.850586
	Iteration 39Q: 3 clusters Score -2619080 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2619089.750000 Penalty: 4917.850586
	Iteration 40F: 3 clusters Score -2619090 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2619100.250000 Penalty: 4917.850586
	Iteration 41Q: 3 clusters Score -2619100 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2619110.750000 Penalty: 4917.850586
	Iteration 42Q: 3 clusters Score -2619111 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2619131.750000 Penalty: 4917.850586
	Iteration 43Q: 3 clusters Score -2619132 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2619140.500000 Penalty: 4917.850586
	Iteration 44Q: 3 clusters Score -2619140 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2619158.000000 Penalty: 4917.850586
	Iteration 45Q: 3 clusters Score -2619158 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2619158.750000 Penalty: 4917.850586
	Iteration 46Q: 3 clusters Score -2619159 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2619174.500000 Penalty: 4917.850586
	Iteration 47Q: 3 clusters Score -2619174 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2619183.250000 Penalty: 4917.850586
	Iteration 48Q: 3 clusters Score -2619183 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2619195.250000 Penalty: 4917.850586
	Iteration 49Q: 3 clusters Score -2619195 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2619203.750000 Penalty: 4917.850586
	Iteration 50Q: 3 clusters Score -2619204 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2619214.500000 Penalty: 4917.850586
	Iteration 51Q: 3 clusters Score -2619214 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2619232.500000 Penalty: 4917.850586
	Iteration 52Q: 3 clusters Score -2619232 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2619247.000000 Penalty: 4917.850586
	Iteration 53Q: 3 clusters Score -2619247 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2619259.250000 Penalty: 4917.850586
	Iteration 54Q: 3 clusters Score -2619259 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2619271.500000 Penalty: 4917.850586
	Iteration 55Q: 3 clusters Score -2619272 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2619280.000000 Penalty: 4917.850586
	Iteration 56Q: 3 clusters Score -2619280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2619291.500000 Penalty: 4917.850586
	Iteration 57Q: 3 clusters Score -2619292 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2619304.750000 Penalty: 4917.850586
	Iteration 58Q: 3 clusters Score -2619305 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2619317.000000 Penalty: 4917.850586
	Iteration 59Q: 3 clusters Score -2619317 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2619323.500000 Penalty: 4917.850586
	Iteration 60F: 3 clusters Score -2619324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2619327.250000 Penalty: 4917.850586
	Iteration 61Q: 3 clusters Score -2619327 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2619330.750000 Penalty: 4917.850586
	Iteration 62Q: 3 clusters Score -2619331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2619334.250000 Penalty: 4917.850586
	Iteration 63Q: 3 clusters Score -2619334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2619337.250000 Penalty: 4917.850586
	Iteration 64Q: 3 clusters Score -2619337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2619335.750000 Penalty: 4917.850586
	Iteration 65Q: 3 clusters Score -2619336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2619340.000000 Penalty: 4917.850586
	Iteration 66Q: 3 clusters Score -2619340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2619342.000000 Penalty: 4917.850586
	Iteration 67Q: 3 clusters Score -2619342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2619346.250000 Penalty: 4917.850586
	Iteration 68Q: 3 clusters Score -2619346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2619342.750000 Penalty: 4917.850586
	Iteration 69Q: 3 clusters Score -2619343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2619347.500000 Penalty: 4917.850586
	Iteration 70Q: 3 clusters Score -2619348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2619355.750000 Penalty: 4917.850586
	Iteration 71Q: 3 clusters Score -2619356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2619356.250000 Penalty: 4917.850586
	Iteration 72Q: 3 clusters Score -2619356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2619355.250000 Penalty: 4917.850586
	Iteration 73Q: 3 clusters Score -2619355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2619359.000000 Penalty: 4917.850586
	Iteration 74Q: 3 clusters Score -2619359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2619360.000000 Penalty: 4917.850586
	Iteration 75Q: 3 clusters Score -2619360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2619363.750000 Penalty: 4917.850586
	Iteration 76Q: 3 clusters Score -2619364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2619369.500000 Penalty: 4917.850586
	Iteration 77Q: 3 clusters Score -2619370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2619373.000000 Penalty: 4917.850586
	Iteration 78Q: 3 clusters Score -2619373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2619369.500000 Penalty: 4917.850586
	Iteration 79Q: 3 clusters Score -2619370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2619375.500000 Penalty: 4917.850586
	Iteration 80F: 3 clusters Score -2619376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2619378.500000 Penalty: 4917.850586
	Iteration 81Q: 3 clusters Score -2619378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2619380.250000 Penalty: 4917.850586
	Iteration 82Q: 3 clusters Score -2619380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2619380.500000 Penalty: 4917.850586
	Iteration 83Q: 3 clusters Score -2619380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2619381.500000 Penalty: 4917.850586
	Iteration 84Q: 3 clusters Score -2619382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2619387.000000 Penalty: 4917.850586
	Iteration 85Q: 3 clusters Score -2619387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2619390.750000 Penalty: 4917.850586
	Iteration 86Q: 3 clusters Score -2619391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2619396.250000 Penalty: 4917.850586
	Iteration 87Q: 3 clusters Score -2619396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2619391.250000 Penalty: 4917.850586
	Iteration 88Q: 3 clusters Score -2619391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2619395.750000 Penalty: 4917.850586
	Iteration 89Q: 3 clusters Score -2619396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2619394.500000 Penalty: 4917.850586
	Iteration 90Q: 3 clusters Score -2619394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2619394.750000 Penalty: 4917.850586
	Iteration 91Q: 3 clusters Score -2619395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2619396.750000 Penalty: 4917.850586
	Iteration 92Q: 3 clusters Score -2619397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2619398.750000 Penalty: 4917.850586
	Iteration 93Q: 3 clusters Score -2619399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2619399.250000 Penalty: 4917.850586
	Iteration 94Q: 3 clusters Score -2619399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2619400.750000 Penalty: 4917.850586
	Iteration 95Q: 3 clusters Score -2619401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2619402.250000 Penalty: 4917.850586
	Iteration 96Q: 3 clusters Score -2619402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2619400.750000 Penalty: 4917.850586
	Iteration 97Q: 3 clusters Score -2619401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2619400.750000 Penalty: 4917.850586
	Iteration 98F: 3 clusters Score -2619401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Entering Unmasked Estep 
Score: -88511.726562 Penalty: 1631.309570
	Iteration 0F: 2 clusters Score -88511.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -86779.984375 Penalty: 3262.619141
	Iteration 0F: 3 clusters Score -86779.98 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -86994.570312 Penalty: 3262.619141
	Iteration 1F: 3 clusters Score -86994.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -87045.789062 Penalty: 3262.619141
	Iteration 2Q: 3 clusters Score -87045.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -87075.796875 Penalty: 3262.619141
	Iteration 3Q: 3 clusters Score -87075.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -87097.484375 Penalty: 3262.619141
	Iteration 4Q: 3 clusters Score -87097.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -87119.375000 Penalty: 3262.619141
	Iteration 5Q: 3 clusters Score -87119.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -87140.453125 Penalty: 3262.619141
	Iteration 6Q: 3 clusters Score -87140.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -87148.492188 Penalty: 3262.619141
	Iteration 7Q: 3 clusters Score -87148.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -87151.968750 Penalty: 3262.619141
	Iteration 8Q: 3 clusters Score -87151.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -87152.468750 Penalty: 3262.619141
	Iteration 9Q: 3 clusters Score -87152.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -87154.593750 Penalty: 3262.619141
	Iteration 10Q: 3 clusters Score -87154.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -87154.593750 Penalty: 3262.619141
	Iteration 11F: 3 clusters Score -87154.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 852 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 214140 members 
Mstep: Class 3 contains 42067 members 
Mstep: Class 4 contains 338 members 
Mstep: Class 5 contains 2332 members 
Mstep: Class 6 contains 7398 members 
Mstep: Class 7 contains 10763 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 106591 members 
Mstep: Class 11 contains 6692 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 22693 members 
Mstep: Class 14 contains 11847 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8650 members 
Mstep: Class 19 contains 20232 members 
Mstep: Class 20 contains 719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57702992.000000 Penalty: 67921.164062
Iteration 79Q: 22 clusters Score -5.770299e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 852 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 214160 members 
Mstep: Class 3 contains 42027 members 
Mstep: Class 4 contains 344 members 
Mstep: Class 5 contains 2331 members 
Mstep: Class 6 contains 7393 members 
Mstep: Class 7 contains 10792 members 
Mstep: Class 8 contains 272 members 
Mstep: Class 9 contains 614 members 
Mstep: Class 10 contains 106543 members 
Mstep: Class 11 contains 6706 members 
Mstep: Class 12 contains 559 members 
Mstep: Class 13 contains 22691 members 
Mstep: Class 14 contains 11869 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8650 members 
Mstep: Class 17 contains 288 members 
Mstep: Class 18 contains 709 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57703576.000000 Penalty: 67921.164062
Iteration 80F: 22 clusters Score -5.770358e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 214187 members 
Mstep: Class 3 contains 41990 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2330 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 10816 members 
Mstep: Class 8 contains 272 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 106452 members 
Mstep: Class 11 contains 6766 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 22690 members 
Mstep: Class 14 contains 11882 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8643 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 700 members 
Mstep: Class 19 contains 20243 members 
Mstep: Class 20 contains 718 members 
Mstep: Class 21 contains 209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57704340.000000 Penalty: 67921.164062
Iteration 81Q: 22 clusters Score -5.770434e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 214204 members 
Mstep: Class 3 contains 41959 members 
Mstep: Class 4 contains 345 members 
Mstep: Class 5 contains 2324 members 
Mstep: Class 6 contains 7377 members 
Mstep: Class 7 contains 10834 members 
Mstep: Class 8 contains 268 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 106378 members 
Mstep: Class 11 contains 6820 members 
Mstep: Class 12 contains 565 members 
Mstep: Class 13 contains 22691 members 
Mstep: Class 14 contains 11901 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8637 members 
Mstep: Class 17 contains 302 members 
Mstep: Class 18 contains 704 members 
Mstep: Class 19 contains 20244 members 
Mstep: Class 20 contains 721 members 
Mstep: Class 21 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57704464.000000 Penalty: 67921.164062
Iteration 82Q: 22 clusters Score -5.770446e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 214200 members 
Mstep: Class 3 contains 41928 members 
Mstep: Class 4 contains 342 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 7370 members 
Mstep: Class 7 contains 10854 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 106336 members 
Mstep: Class 11 contains 6855 members 
Mstep: Class 12 contains 569 members 
Mstep: Class 13 contains 22691 members 
Mstep: Class 14 contains 11924 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8634 members 
Mstep: Class 17 contains 305 members 
Mstep: Class 18 contains 709 members 
Mstep: Class 19 contains 20245 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57704592.000000 Penalty: 67921.164062
Iteration 83Q: 22 clusters Score -5.770459e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 214206 members 
Mstep: Class 3 contains 41895 members 
Mstep: Class 4 contains 342 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 7362 members 
Mstep: Class 7 contains 10878 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 106297 members 
Mstep: Class 11 contains 6881 members 
Mstep: Class 12 contains 572 members 
Mstep: Class 13 contains 22693 members 
Mstep: Class 14 contains 11946 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8633 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 18 contains 712 members 
Mstep: Class 19 contains 20247 members 
Mstep: Class 20 contains 721 members 
Mstep: Class 21 contains 213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57704700.000000 Penalty: 67921.164062
Iteration 84Q: 22 clusters Score -5.77047e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 214213 members 
Mstep: Class 3 contains 41872 members 
Mstep: Class 4 contains 343 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 7354 members 
Mstep: Class 7 contains 10897 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 106258 members 
Mstep: Class 11 contains 6901 members 
Mstep: Class 12 contains 572 members 
Mstep: Class 13 contains 22696 members 
Mstep: Class 14 contains 11969 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8633 members 
Mstep: Class 17 contains 305 members 
Mstep: Class 18 contains 714 members 
Mstep: Class 19 contains 20246 members 
Mstep: Class 20 contains 721 members 
Mstep: Class 21 contains 212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57704696.000000 Penalty: 67921.164062
Iteration 85Q: 22 clusters Score -5.77047e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 214218 members 
Mstep: Class 3 contains 41854 members 
Mstep: Class 4 contains 344 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 7333 members 
Mstep: Class 7 contains 10913 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 106209 members 
Mstep: Class 11 contains 6931 members 
Mstep: Class 12 contains 572 members 
Mstep: Class 13 contains 22701 members 
Mstep: Class 14 contains 11997 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8634 members 
Mstep: Class 17 contains 305 members 
Mstep: Class 18 contains 716 members 
Mstep: Class 19 contains 20247 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57704652.000000 Penalty: 67921.164062
Iteration 86Q: 22 clusters Score -5.770465e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 214213 members 
Mstep: Class 3 contains 41837 members 
Mstep: Class 4 contains 344 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 7311 members 
Mstep: Class 7 contains 10939 members 
Mstep: Class 8 contains 253 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 106166 members 
Mstep: Class 11 contains 6956 members 
Mstep: Class 12 contains 572 members 
Mstep: Class 13 contains 22700 members 
Mstep: Class 14 contains 12029 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8636 members 
Mstep: Class 17 contains 305 members 
Mstep: Class 18 contains 719 members 
Mstep: Class 19 contains 20250 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57704636.000000 Penalty: 67921.164062
Iteration 87Q: 22 clusters Score -5.770464e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 214217 members 
Mstep: Class 3 contains 41817 members 
Mstep: Class 4 contains 344 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 7282 members 
Mstep: Class 7 contains 10952 members 
Mstep: Class 8 contains 251 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 106135 members 
Mstep: Class 11 contains 6979 members 
Mstep: Class 12 contains 572 members 
Mstep: Class 13 contains 22697 members 
Mstep: Class 14 contains 12069 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8637 members 
Mstep: Class 17 contains 305 members 
Mstep: Class 18 contains 721 members 
Mstep: Class 19 contains 20249 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57704596.000000 Penalty: 67921.164062
Iteration 88Q: 22 clusters Score -5.77046e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 214208 members 
Mstep: Class 3 contains 41804 members 
Mstep: Class 4 contains 344 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 7247 members 
Mstep: Class 7 contains 10966 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 106113 members 
Mstep: Class 11 contains 6986 members 
Mstep: Class 12 contains 572 members 
Mstep: Class 13 contains 22698 members 
Mstep: Class 14 contains 12117 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8640 members 
Mstep: Class 17 contains 305 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20252 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57704704.000000 Penalty: 67921.164062
Iteration 89Q: 22 clusters Score -5.77047e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 214216 members 
Mstep: Class 3 contains 41795 members 
Mstep: Class 4 contains 344 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 7209 members 
Mstep: Class 7 contains 10973 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 106085 members 
Mstep: Class 11 contains 6998 members 
Mstep: Class 12 contains 572 members 
Mstep: Class 13 contains 22702 members 
Mstep: Class 14 contains 12159 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8638 members 
Mstep: Class 17 contains 305 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20252 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57704688.000000 Penalty: 67921.164062
Iteration 90Q: 22 clusters Score -5.770469e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 214215 members 
Mstep: Class 3 contains 41789 members 
Mstep: Class 4 contains 344 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 7181 members 
Mstep: Class 7 contains 10977 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 106058 members 
Mstep: Class 11 contains 7016 members 
Mstep: Class 12 contains 572 members 
Mstep: Class 13 contains 22705 members 
Mstep: Class 14 contains 12189 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8636 members 
Mstep: Class 17 contains 305 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20255 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57704680.000000 Penalty: 67921.164062
Iteration 91Q: 22 clusters Score -5.770468e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 214220 members 
Mstep: Class 3 contains 41781 members 
Mstep: Class 4 contains 344 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 7145 members 
Mstep: Class 7 contains 10980 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 106037 members 
Mstep: Class 11 contains 7027 members 
Mstep: Class 12 contains 572 members 
Mstep: Class 13 contains 22706 members 
Mstep: Class 14 contains 12232 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8635 members 
Mstep: Class 17 contains 305 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20254 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57704704.000000 Penalty: 67921.164062
Iteration 92Q: 22 clusters Score -5.77047e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 214223 members 
Mstep: Class 3 contains 41774 members 
Mstep: Class 4 contains 344 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 7113 members 
Mstep: Class 7 contains 10981 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 106018 members 
Mstep: Class 11 contains 7035 members 
Mstep: Class 12 contains 572 members 
Mstep: Class 13 contains 22706 members 
Mstep: Class 14 contains 12272 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8634 members 
Mstep: Class 17 contains 305 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20255 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57704804.000000 Penalty: 67921.164062
Iteration 93Q: 22 clusters Score -5.77048e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 214231 members 
Mstep: Class 3 contains 41767 members 
Mstep: Class 4 contains 344 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 7091 members 
Mstep: Class 7 contains 10985 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105980 members 
Mstep: Class 11 contains 7060 members 
Mstep: Class 12 contains 572 members 
Mstep: Class 13 contains 22708 members 
Mstep: Class 14 contains 12307 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8632 members 
Mstep: Class 17 contains 305 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20252 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57704844.000000 Penalty: 67921.164062
Iteration 94Q: 22 clusters Score -5.770484e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 214238 members 
Mstep: Class 3 contains 41755 members 
Mstep: Class 4 contains 344 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 7078 members 
Mstep: Class 7 contains 10992 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105950 members 
Mstep: Class 11 contains 7072 members 
Mstep: Class 12 contains 572 members 
Mstep: Class 13 contains 22708 members 
Mstep: Class 14 contains 12337 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8630 members 
Mstep: Class 17 contains 305 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20253 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57704800.000000 Penalty: 67921.164062
Iteration 95Q: 22 clusters Score -5.77048e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 214245 members 
Mstep: Class 3 contains 41745 members 
Mstep: Class 4 contains 344 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 7051 members 
Mstep: Class 7 contains 11002 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105934 members 
Mstep: Class 11 contains 7077 members 
Mstep: Class 12 contains 572 members 
Mstep: Class 13 contains 22709 members 
Mstep: Class 14 contains 12366 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8630 members 
Mstep: Class 17 contains 305 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20254 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57704768.000000 Penalty: 67921.164062
Iteration 96Q: 22 clusters Score -5.770477e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 214242 members 
Mstep: Class 3 contains 41735 members 
Mstep: Class 4 contains 344 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 7014 members 
Mstep: Class 7 contains 11012 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105920 members 
Mstep: Class 11 contains 7080 members 
Mstep: Class 12 contains 572 members 
Mstep: Class 13 contains 22714 members 
Mstep: Class 14 contains 12400 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8631 members 
Mstep: Class 17 contains 305 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20256 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57704736.000000 Penalty: 67921.164062
Iteration 97Q: 22 clusters Score -5.770474e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 214246 members 
Mstep: Class 3 contains 41724 members 
Mstep: Class 4 contains 344 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6964 members 
Mstep: Class 7 contains 11023 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105911 members 
Mstep: Class 11 contains 7077 members 
Mstep: Class 12 contains 572 members 
Mstep: Class 13 contains 22714 members 
Mstep: Class 14 contains 12450 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8631 members 
Mstep: Class 17 contains 305 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20254 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57704768.000000 Penalty: 67921.164062
Iteration 98Q: 22 clusters Score -5.770477e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 214245 members 
Mstep: Class 3 contains 41717 members 
Mstep: Class 4 contains 344 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 11029 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105896 members 
Mstep: Class 11 contains 7083 members 
Mstep: Class 12 contains 572 members 
Mstep: Class 13 contains 22715 members 
Mstep: Class 14 contains 12504 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8633 members 
Mstep: Class 17 contains 305 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20256 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57704744.000000 Penalty: 67921.164062
Iteration 99Q: 22 clusters Score -5.770474e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 214253 members 
Mstep: Class 3 contains 41713 members 
Mstep: Class 4 contains 344 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6854 members 
Mstep: Class 7 contains 11031 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105882 members 
Mstep: Class 11 contains 7087 members 
Mstep: Class 12 contains 572 members 
Mstep: Class 13 contains 22716 members 
Mstep: Class 14 contains 12560 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8632 members 
Mstep: Class 17 contains 305 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20256 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57704768.000000 Penalty: 67921.164062
Iteration 100F: 22 clusters Score -5.770477e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 214245 members 
Mstep: Class 3 contains 41714 members 
Mstep: Class 4 contains 346 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6800 members 
Mstep: Class 7 contains 11034 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105870 members 
Mstep: Class 11 contains 7094 members 
Mstep: Class 12 contains 572 members 
Mstep: Class 13 contains 22716 members 
Mstep: Class 14 contains 12614 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8632 members 
Mstep: Class 17 contains 305 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20257 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57704920.000000 Penalty: 67921.164062
Iteration 101Q: 22 clusters Score -5.770492e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 214230 members 
Mstep: Class 3 contains 41714 members 
Mstep: Class 4 contains 345 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6752 members 
Mstep: Class 7 contains 11038 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105866 members 
Mstep: Class 11 contains 7093 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 22719 members 
Mstep: Class 14 contains 12674 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8631 members 
Mstep: Class 17 contains 305 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20258 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57704916.000000 Penalty: 67921.164062
Iteration 102Q: 22 clusters Score -5.770492e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 214227 members 
Mstep: Class 3 contains 41708 members 
Mstep: Class 4 contains 344 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6702 members 
Mstep: Class 7 contains 11042 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105862 members 
Mstep: Class 11 contains 7093 members 
Mstep: Class 12 contains 575 members 
Mstep: Class 13 contains 22726 members 
Mstep: Class 14 contains 12722 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8632 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20258 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57704964.000000 Penalty: 67921.164062
Iteration 103Q: 22 clusters Score -5.770496e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 214230 members 
Mstep: Class 3 contains 41701 members 
Mstep: Class 4 contains 343 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6650 members 
Mstep: Class 7 contains 11046 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105856 members 
Mstep: Class 11 contains 7096 members 
Mstep: Class 12 contains 576 members 
Mstep: Class 13 contains 22730 members 
Mstep: Class 14 contains 12766 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8632 members 
Mstep: Class 17 contains 307 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20256 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57705000.000000 Penalty: 67921.164062
Iteration 104Q: 22 clusters Score -5.7705e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 214220 members 
Mstep: Class 3 contains 41702 members 
Mstep: Class 4 contains 342 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6614 members 
Mstep: Class 7 contains 11047 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105857 members 
Mstep: Class 11 contains 7091 members 
Mstep: Class 12 contains 576 members 
Mstep: Class 13 contains 22736 members 
Mstep: Class 14 contains 12802 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8633 members 
Mstep: Class 17 contains 308 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20256 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57705076.000000 Penalty: 67921.164062
Iteration 105Q: 22 clusters Score -5.770508e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 214209 members 
Mstep: Class 3 contains 41702 members 
Mstep: Class 4 contains 341 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6581 members 
Mstep: Class 7 contains 11048 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105856 members 
Mstep: Class 11 contains 7089 members 
Mstep: Class 12 contains 576 members 
Mstep: Class 13 contains 22739 members 
Mstep: Class 14 contains 12839 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8634 members 
Mstep: Class 17 contains 310 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20256 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57705232.000000 Penalty: 67921.164062
Iteration 106Q: 22 clusters Score -5.770523e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 214208 members 
Mstep: Class 3 contains 41701 members 
Mstep: Class 4 contains 342 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6547 members 
Mstep: Class 7 contains 11048 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105852 members 
Mstep: Class 11 contains 7089 members 
Mstep: Class 12 contains 576 members 
Mstep: Class 13 contains 22741 members 
Mstep: Class 14 contains 12875 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8634 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20255 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57705524.000000 Penalty: 67921.164062
Iteration 107Q: 22 clusters Score -5.770552e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 214211 members 
Mstep: Class 3 contains 41695 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6518 members 
Mstep: Class 7 contains 11048 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105850 members 
Mstep: Class 11 contains 7087 members 
Mstep: Class 12 contains 576 members 
Mstep: Class 13 contains 22742 members 
Mstep: Class 14 contains 12908 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8634 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20256 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57705556.000000 Penalty: 67921.164062
Iteration 108Q: 22 clusters Score -5.770556e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 214211 members 
Mstep: Class 3 contains 41694 members 
Mstep: Class 4 contains 363 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6486 members 
Mstep: Class 7 contains 11048 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105848 members 
Mstep: Class 11 contains 7087 members 
Mstep: Class 12 contains 576 members 
Mstep: Class 13 contains 22743 members 
Mstep: Class 14 contains 12941 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8634 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20256 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57705616.000000 Penalty: 67921.164062
Iteration 109Q: 22 clusters Score -5.770562e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 214219 members 
Mstep: Class 3 contains 41694 members 
Mstep: Class 4 contains 371 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6450 members 
Mstep: Class 7 contains 11048 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105847 members 
Mstep: Class 11 contains 7087 members 
Mstep: Class 12 contains 576 members 
Mstep: Class 13 contains 22740 members 
Mstep: Class 14 contains 12977 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8634 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20256 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57705584.000000 Penalty: 67921.164062
Iteration 110Q: 22 clusters Score -5.770558e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 214217 members 
Mstep: Class 3 contains 41694 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6416 members 
Mstep: Class 7 contains 11048 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105845 members 
Mstep: Class 11 contains 7087 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22741 members 
Mstep: Class 14 contains 13014 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8634 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20256 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57705580.000000 Penalty: 67921.164062
Iteration 111Q: 22 clusters Score -5.770558e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 214209 members 
Mstep: Class 3 contains 41694 members 
Mstep: Class 4 contains 380 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6376 members 
Mstep: Class 7 contains 11048 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105845 members 
Mstep: Class 11 contains 7087 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22741 members 
Mstep: Class 14 contains 13063 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8634 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20256 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57705640.000000 Penalty: 67921.164062
Iteration 112Q: 22 clusters Score -5.770564e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 214203 members 
Mstep: Class 3 contains 41694 members 
Mstep: Class 4 contains 382 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6343 members 
Mstep: Class 7 contains 11048 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105846 members 
Mstep: Class 11 contains 7087 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22741 members 
Mstep: Class 14 contains 13099 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8634 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20256 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57705688.000000 Penalty: 67921.164062
Iteration 113Q: 22 clusters Score -5.770569e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 214199 members 
Mstep: Class 3 contains 41692 members 
Mstep: Class 4 contains 383 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6319 members 
Mstep: Class 7 contains 11048 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105846 members 
Mstep: Class 11 contains 7087 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22742 members 
Mstep: Class 14 contains 13125 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8634 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20255 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57705704.000000 Penalty: 67921.164062
Iteration 114Q: 22 clusters Score -5.77057e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 214203 members 
Mstep: Class 3 contains 41688 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6297 members 
Mstep: Class 7 contains 11048 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105847 members 
Mstep: Class 11 contains 7087 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22744 members 
Mstep: Class 14 contains 13143 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8634 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20253 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57705692.000000 Penalty: 67921.164062
Iteration 115Q: 22 clusters Score -5.770569e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 214204 members 
Mstep: Class 3 contains 41683 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6275 members 
Mstep: Class 7 contains 11048 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105846 members 
Mstep: Class 11 contains 7087 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22745 members 
Mstep: Class 14 contains 13167 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8634 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20254 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57705704.000000 Penalty: 67921.164062
Iteration 116Q: 22 clusters Score -5.77057e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 214213 members 
Mstep: Class 3 contains 41679 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6243 members 
Mstep: Class 7 contains 11047 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105846 members 
Mstep: Class 11 contains 7087 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22745 members 
Mstep: Class 14 contains 13198 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8634 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20254 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57705672.000000 Penalty: 67921.164062
Iteration 117Q: 22 clusters Score -5.770567e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 214201 members 
Mstep: Class 3 contains 41680 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6214 members 
Mstep: Class 7 contains 11047 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105846 members 
Mstep: Class 11 contains 7087 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22745 members 
Mstep: Class 14 contains 13238 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8634 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20254 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57705692.000000 Penalty: 67921.164062
Iteration 118Q: 22 clusters Score -5.770569e+07 nChanged 49
Entering ConstructFrom: 
Score: -57705692.000000 Penalty: 67921.164062
Entering ConstructFrom: 
Trying to split cluster 1 (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: -333796.625000 Penalty: 1962.825195
	Iteration 0F: 2 clusters Score -333796.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -330675.781250 Penalty: 3925.650391
	Iteration 0F: 3 clusters Score -330675.8 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -331245.812500 Penalty: 3925.650391
	Iteration 1F: 3 clusters Score -331245.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -331393.156250 Penalty: 3925.650391
	Iteration 2F: 3 clusters Score -331393.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -331475.375000 Penalty: 3925.650391
	Iteration 3Q: 3 clusters Score -331475.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -331529.625000 Penalty: 3925.650391
	Iteration 4Q: 3 clusters Score -331529.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -331563.968750 Penalty: 3925.650391
	Iteration 5Q: 3 clusters Score -331564 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -331589.937500 Penalty: 3925.650391
	Iteration 6Q: 3 clusters Score -331589.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -331609.312500 Penalty: 3925.650391
	Iteration 7Q: 3 clusters Score -331609.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -331625.406250 Penalty: 3925.650391
	Iteration 8Q: 3 clusters Score -331625.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -331641.281250 Penalty: 3925.650391
	Iteration 9Q: 3 clusters Score -331641.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -331658.218750 Penalty: 3925.650391
	Iteration 10Q: 3 clusters Score -331658.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -331671.062500 Penalty: 3925.650391
	Iteration 11Q: 3 clusters Score -331671.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -331680.937500 Penalty: 3925.650391
	Iteration 12Q: 3 clusters Score -331680.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -331691.218750 Penalty: 3925.650391
	Iteration 13Q: 3 clusters Score -331691.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -331702.281250 Penalty: 3925.650391
	Iteration 14Q: 3 clusters Score -331702.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -331709.687500 Penalty: 3925.650391
	Iteration 15Q: 3 clusters Score -331709.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -331713.125000 Penalty: 3925.650391
	Iteration 16Q: 3 clusters Score -331713.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -331718.875000 Penalty: 3925.650391
	Iteration 17Q: 3 clusters Score -331718.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -331724.750000 Penalty: 3925.650391
	Iteration 18Q: 3 clusters Score -331724.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -331728.625000 Penalty: 3925.650391
	Iteration 19Q: 3 clusters Score -331728.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -331732.937500 Penalty: 3925.650391
	Iteration 20F: 3 clusters Score -331732.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -331737.843750 Penalty: 3925.650391
	Iteration 21Q: 3 clusters Score -331737.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -331742.093750 Penalty: 3925.650391
	Iteration 22Q: 3 clusters Score -331742.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -331746.031250 Penalty: 3925.650391
	Iteration 23Q: 3 clusters Score -331746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -331751.156250 Penalty: 3925.650391
	Iteration 24Q: 3 clusters Score -331751.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -331756.468750 Penalty: 3925.650391
	Iteration 25Q: 3 clusters Score -331756.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -331758.718750 Penalty: 3925.650391
	Iteration 26Q: 3 clusters Score -331758.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -331758.593750 Penalty: 3925.650391
	Iteration 27Q: 3 clusters Score -331758.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -331759.468750 Penalty: 3925.650391
	Iteration 28Q: 3 clusters Score -331759.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -331759.531250 Penalty: 3925.650391
	Iteration 29Q: 3 clusters Score -331759.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -331761.625000 Penalty: 3925.650391
	Iteration 30Q: 3 clusters Score -331761.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -331764.250000 Penalty: 3925.650391
	Iteration 31Q: 3 clusters Score -331764.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -331766.468750 Penalty: 3925.650391
	Iteration 32Q: 3 clusters Score -331766.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -331768.687500 Penalty: 3925.650391
	Iteration 33Q: 3 clusters Score -331768.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -331769.437500 Penalty: 3925.650391
	Iteration 34Q: 3 clusters Score -331769.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -331770.875000 Penalty: 3925.650391
	Iteration 35Q: 3 clusters Score -331770.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -331772.250000 Penalty: 3925.650391
	Iteration 36Q: 3 clusters Score -331772.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -331774.375000 Penalty: 3925.650391
	Iteration 37Q: 3 clusters Score -331774.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -331775.937500 Penalty: 3925.650391
	Iteration 38Q: 3 clusters Score -331775.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -331779.218750 Penalty: 3925.650391
	Iteration 39Q: 3 clusters Score -331779.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -331787.843750 Penalty: 3925.650391
	Iteration 40F: 3 clusters Score -331787.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -331793.875000 Penalty: 3925.650391
	Iteration 41Q: 3 clusters Score -331793.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -331801.843750 Penalty: 3925.650391
	Iteration 42Q: 3 clusters Score -331801.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -331809.906250 Penalty: 3925.650391
	Iteration 43Q: 3 clusters Score -331809.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -331819.000000 Penalty: 3925.650391
	Iteration 44Q: 3 clusters Score -331819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -331829.625000 Penalty: 3925.650391
	Iteration 45Q: 3 clusters Score -331829.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -331840.312500 Penalty: 3925.650391
	Iteration 46Q: 3 clusters Score -331840.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -331854.437500 Penalty: 3925.650391
	Iteration 47Q: 3 clusters Score -331854.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -331874.562500 Penalty: 3925.650391
	Iteration 48Q: 3 clusters Score -331874.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -331901.125000 Penalty: 3925.650391
	Iteration 49Q: 3 clusters Score -331901.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -331922.656250 Penalty: 3925.650391
	Iteration 50Q: 3 clusters Score -331922.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -331934.968750 Penalty: 3925.650391
	Iteration 51Q: 3 clusters Score -331935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -331947.156250 Penalty: 3925.650391
	Iteration 52Q: 3 clusters Score -331947.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -331955.875000 Penalty: 3925.650391
	Iteration 53Q: 3 clusters Score -331955.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -331962.937500 Penalty: 3925.650391
	Iteration 54Q: 3 clusters Score -331962.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -331970.843750 Penalty: 3925.650391
	Iteration 55Q: 3 clusters Score -331970.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -331977.562500 Penalty: 3925.650391
	Iteration 56Q: 3 clusters Score -331977.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -331982.843750 Penalty: 3925.650391
	Iteration 57Q: 3 clusters Score -331982.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -331987.406250 Penalty: 3925.650391
	Iteration 58Q: 3 clusters Score -331987.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -331990.718750 Penalty: 3925.650391
	Iteration 59Q: 3 clusters Score -331990.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -331991.562500 Penalty: 3925.650391
	Iteration 60F: 3 clusters Score -331991.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -331992.375000 Penalty: 3925.650391
	Iteration 61Q: 3 clusters Score -331992.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -331992.375000 Penalty: 3925.650391
	Iteration 62F: 3 clusters Score -331992.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (214196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214196 members 
Entering Unmasked Estep 
Score: -27043002.000000 Penalty: 3044.112305
	Iteration 0F: 2 clusters Score -2.7043e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106920 members 
Mstep: Class 2 contains 107276 members 
Entering Unmasked Estep 
Score: -26907744.000000 Penalty: 6088.224609
	Iteration 0F: 3 clusters Score -2.690774e+07 nChanged 102790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103194 members 
Mstep: Class 2 contains 111002 members 
Entering Unmasked Estep 
Score: -26968390.000000 Penalty: 6088.224609
	Iteration 1F: 3 clusters Score -2.696839e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100726 members 
Mstep: Class 2 contains 113470 members 
Entering Unmasked Estep 
Score: -26970054.000000 Penalty: 6088.224609
	Iteration 2Q: 3 clusters Score -2.697005e+07 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97064 members 
Mstep: Class 2 contains 117132 members 
Entering Unmasked Estep 
Score: -26972542.000000 Penalty: 6088.224609
	Iteration 3Q: 3 clusters Score -2.697254e+07 nChanged 9036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91900 members 
Mstep: Class 2 contains 122296 members 
Entering Unmasked Estep 
Score: -26976282.000000 Penalty: 6088.224609
	Iteration 4Q: 3 clusters Score -2.697628e+07 nChanged 10815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84823 members 
Mstep: Class 2 contains 129373 members 
Entering Unmasked Estep 
Score: -26981546.000000 Penalty: 6088.224609
	Iteration 5F: 3 clusters Score -2.698155e+07 nChanged 12274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75697 members 
Mstep: Class 2 contains 138499 members 
Entering Unmasked Estep 
Score: -26988342.000000 Penalty: 6088.224609
	Iteration 6F: 3 clusters Score -2.698834e+07 nChanged 13478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64361 members 
Mstep: Class 2 contains 149835 members 
Entering Unmasked Estep 
Score: -26996662.000000 Penalty: 6088.224609
	Iteration 7F: 3 clusters Score -2.699666e+07 nChanged 13932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51571 members 
Mstep: Class 2 contains 162625 members 
Entering Unmasked Estep 
Score: -27006254.000000 Penalty: 6088.224609
	Iteration 8F: 3 clusters Score -2.700625e+07 nChanged 13217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38780 members 
Mstep: Class 2 contains 175416 members 
Entering Unmasked Estep 
Score: -27016052.000000 Penalty: 6088.224609
	Iteration 9F: 3 clusters Score -2.701605e+07 nChanged 11465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 186727 members 
Entering Unmasked Estep 
Score: -27024794.000000 Penalty: 6088.224609
	Iteration 10F: 3 clusters Score -2.702479e+07 nChanged 8820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 195485 members 
Entering Unmasked Estep 
Score: -27031632.000000 Penalty: 6088.224609
	Iteration 11Q: 3 clusters Score -2.703163e+07 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 201284 members 
Entering Unmasked Estep 
Score: -27035930.000000 Penalty: 6088.224609
	Iteration 12Q: 3 clusters Score -2.703593e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 204805 members 
Entering Unmasked Estep 
Score: -27038170.000000 Penalty: 6088.224609
	Iteration 13Q: 3 clusters Score -2.703817e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 207102 members 
Entering Unmasked Estep 
Score: -27039772.000000 Penalty: 6088.224609
	Iteration 14Q: 3 clusters Score -2.703977e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 208535 members 
Entering Unmasked Estep 
Score: -27040628.000000 Penalty: 6088.224609
	Iteration 15Q: 3 clusters Score -2.704063e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 209479 members 
Entering Unmasked Estep 
Score: -27041196.000000 Penalty: 6088.224609
	Iteration 16Q: 3 clusters Score -2.70412e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 210099 members 
Entering Unmasked Estep 
Score: -27041676.000000 Penalty: 6088.224609
	Iteration 17Q: 3 clusters Score -2.704168e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 210573 members 
Entering Unmasked Estep 
Score: -27042348.000000 Penalty: 6088.224609
	Iteration 18Q: 3 clusters Score -2.704235e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 210799 members 
Entering Unmasked Estep 
Score: -27042864.000000 Penalty: 6088.224609
	Iteration 19Q: 3 clusters Score -2.704286e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 210897 members 
Entering Unmasked Estep 
Score: -27043274.000000 Penalty: 6088.224609
	Iteration 20F: 3 clusters Score -2.704327e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 210915 members 
Entering Unmasked Estep 
Score: -27043512.000000 Penalty: 6088.224609
	Iteration 21Q: 3 clusters Score -2.704351e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 210894 members 
Entering Unmasked Estep 
Score: -27043634.000000 Penalty: 6088.224609
	Iteration 22Q: 3 clusters Score -2.704363e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 210874 members 
Entering Unmasked Estep 
Score: -27043732.000000 Penalty: 6088.224609
	Iteration 23Q: 3 clusters Score -2.704373e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 210874 members 
Entering Unmasked Estep 
Score: -27043708.000000 Penalty: 6088.224609
	Iteration 24Q: 3 clusters Score -2.704371e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 210850 members 
Entering Unmasked Estep 
Score: -27043754.000000 Penalty: 6088.224609
	Iteration 25Q: 3 clusters Score -2.704375e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 210833 members 
Entering Unmasked Estep 
Score: -27043788.000000 Penalty: 6088.224609
	Iteration 26Q: 3 clusters Score -2.704379e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 210813 members 
Entering Unmasked Estep 
Score: -27043800.000000 Penalty: 6088.224609
	Iteration 27Q: 3 clusters Score -2.70438e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 210800 members 
Entering Unmasked Estep 
Score: -27043830.000000 Penalty: 6088.224609
	Iteration 28Q: 3 clusters Score -2.704383e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 210782 members 
Entering Unmasked Estep 
Score: -27043856.000000 Penalty: 6088.224609
	Iteration 29Q: 3 clusters Score -2.704386e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 210772 members 
Entering Unmasked Estep 
Score: -27043852.000000 Penalty: 6088.224609
	Iteration 30Q: 3 clusters Score -2.704385e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 210759 members 
Entering Unmasked Estep 
Score: -27043862.000000 Penalty: 6088.224609
	Iteration 31Q: 3 clusters Score -2.704386e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 210751 members 
Entering Unmasked Estep 
Score: -27043856.000000 Penalty: 6088.224609
	Iteration 32Q: 3 clusters Score -2.704386e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 210747 members 
Entering Unmasked Estep 
Score: -27043854.000000 Penalty: 6088.224609
	Iteration 33Q: 3 clusters Score -2.704385e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 210739 members 
Entering Unmasked Estep 
Score: -27043844.000000 Penalty: 6088.224609
	Iteration 34Q: 3 clusters Score -2.704384e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 210731 members 
Entering Unmasked Estep 
Score: -27043860.000000 Penalty: 6088.224609
	Iteration 35Q: 3 clusters Score -2.704386e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 210731 members 
Entering Unmasked Estep 
Score: -27043876.000000 Penalty: 6088.224609
	Iteration 36Q: 3 clusters Score -2.704388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 210731 members 
Entering Unmasked Estep 
Score: -27043868.000000 Penalty: 6088.224609
	Iteration 37Q: 3 clusters Score -2.704387e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 210727 members 
Entering Unmasked Estep 
Score: -27043860.000000 Penalty: 6088.224609
	Iteration 38Q: 3 clusters Score -2.704386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 210726 members 
Entering Unmasked Estep 
Score: -27043856.000000 Penalty: 6088.224609
	Iteration 39Q: 3 clusters Score -2.704386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 210726 members 
Entering Unmasked Estep 
Score: -27043880.000000 Penalty: 6088.224609
	Iteration 40F: 3 clusters Score -2.704388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 210728 members 
Entering Unmasked Estep 
Score: -27043858.000000 Penalty: 6088.224609
	Iteration 41Q: 3 clusters Score -2.704386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 210726 members 
Entering Unmasked Estep 
Score: -27043872.000000 Penalty: 6088.224609
	Iteration 42Q: 3 clusters Score -2.704387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 210729 members 
Entering Unmasked Estep 
Score: -27043878.000000 Penalty: 6088.224609
	Iteration 43Q: 3 clusters Score -2.704388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 210728 members 
Entering Unmasked Estep 
Score: -27043884.000000 Penalty: 6088.224609
	Iteration 44Q: 3 clusters Score -2.704388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 210726 members 
Entering Unmasked Estep 
Score: -27043876.000000 Penalty: 6088.224609
	Iteration 45Q: 3 clusters Score -2.704388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 210724 members 
Entering Unmasked Estep 
Score: -27043876.000000 Penalty: 6088.224609
	Iteration 46Q: 3 clusters Score -2.704388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 210723 members 
Entering Unmasked Estep 
Score: -27043880.000000 Penalty: 6088.224609
	Iteration 47Q: 3 clusters Score -2.704388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 210722 members 
Entering Unmasked Estep 
Score: -27043890.000000 Penalty: 6088.224609
	Iteration 48Q: 3 clusters Score -2.704389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 210722 members 
Entering Unmasked Estep 
Score: -27043872.000000 Penalty: 6088.224609
	Iteration 49Q: 3 clusters Score -2.704387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 210722 members 
Entering Unmasked Estep 
Score: -27043866.000000 Penalty: 6088.224609
	Iteration 50Q: 3 clusters Score -2.704387e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 210720 members 
Entering Unmasked Estep 
Score: -27043890.000000 Penalty: 6088.224609
	Iteration 51Q: 3 clusters Score -2.704389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 210718 members 
Entering Unmasked Estep 
Score: -27043890.000000 Penalty: 6088.224609
	Iteration 52Q: 3 clusters Score -2.704389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 210717 members 
Entering Unmasked Estep 
Score: -27043890.000000 Penalty: 6088.224609
	Iteration 53Q: 3 clusters Score -2.704389e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 210717 members 
Entering Unmasked Estep 
Score: -27043890.000000 Penalty: 6088.224609
	Iteration 54F: 3 clusters Score -2.704389e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3479 members 
Mstep: Class 3 contains 41680 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6186 members 
Mstep: Class 7 contains 11047 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105846 members 
Mstep: Class 11 contains 7087 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22745 members 
Mstep: Class 14 contains 13271 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8634 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20254 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 210717 members 
Entering Unmasked Estep 
Score: -57706380.000000 Penalty: 71155.500000
Splitting cluster 2 changes total score from -57705692.000000 to -57706380.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 3 (41680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Entering Unmasked Estep 
Score: -5350636.000000 Penalty: 2638.168457
	Iteration 0F: 2 clusters Score -5350636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -5322315.000000 Penalty: 5276.336914
	Iteration 0F: 3 clusters Score -5322315 nChanged 19261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -5332823.000000 Penalty: 5276.336914
	Iteration 1F: 3 clusters Score -5332823 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -5333261.500000 Penalty: 5276.336914
	Iteration 2Q: 3 clusters Score -5333262 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -5333658.000000 Penalty: 5276.336914
	Iteration 3Q: 3 clusters Score -5333658 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -5334052.000000 Penalty: 5276.336914
	Iteration 4Q: 3 clusters Score -5334052 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -5334504.500000 Penalty: 5276.336914
	Iteration 5Q: 3 clusters Score -5334504 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -5335156.500000 Penalty: 5276.336914
	Iteration 6Q: 3 clusters Score -5335156 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -5335822.500000 Penalty: 5276.336914
	Iteration 7Q: 3 clusters Score -5335822 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -5336767.500000 Penalty: 5276.336914
	Iteration 8Q: 3 clusters Score -5336768 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -5337919.500000 Penalty: 5276.336914
	Iteration 9Q: 3 clusters Score -5337920 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -5339454.500000 Penalty: 5276.336914
	Iteration 10F: 3 clusters Score -5339454 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -5341283.000000 Penalty: 5276.336914
	Iteration 11F: 3 clusters Score -5341283 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -5342807.000000 Penalty: 5276.336914
	Iteration 12F: 3 clusters Score -5342807 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5343758 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5344281 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -5344577.000000 Penalty: 5276.336914
	Iteration 15Q: 3 clusters Score -5344577 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -5344773.000000 Penalty: 5276.336914
	Iteration 16Q: 3 clusters Score -5344773 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -5344917.500000 Penalty: 5276.336914
	Iteration 17Q: 3 clusters Score -5344918 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -5345044.000000 Penalty: 5276.336914
	Iteration 18Q: 3 clusters Score -5345044 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -5345178.500000 Penalty: 5276.336914
	Iteration 19Q: 3 clusters Score -5345178 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -5345253.500000 Penalty: 5276.336914
	Iteration 20F: 3 clusters Score -5345254 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -5345325.500000 Penalty: 5276.336914
	Iteration 21Q: 3 clusters Score -5345326 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -5345403.500000 Penalty: 5276.336914
	Iteration 22Q: 3 clusters Score -5345404 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -5345470.500000 Penalty: 5276.336914
	Iteration 23Q: 3 clusters Score -5345470 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -5345548.000000 Penalty: 5276.336914
	Iteration 24Q: 3 clusters Score -5345548 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -5345611.500000 Penalty: 5276.336914
	Iteration 25Q: 3 clusters Score -5345612 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -5345676.500000 Penalty: 5276.336914
	Iteration 26Q: 3 clusters Score -5345676 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -5345764.000000 Penalty: 5276.336914
	Iteration 27Q: 3 clusters Score -5345764 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -5345890.000000 Penalty: 5276.336914
	Iteration 28Q: 3 clusters Score -5345890 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -5345987.500000 Penalty: 5276.336914
	Iteration 29Q: 3 clusters Score -5345988 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -5346143.500000 Penalty: 5276.336914
	Iteration 30Q: 3 clusters Score -5346144 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -5346310.500000 Penalty: 5276.336914
	Iteration 31Q: 3 clusters Score -5346310 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -5346542.000000 Penalty: 5276.336914
	Iteration 32Q: 3 clusters Score -5346542 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -5346820.500000 Penalty: 5276.336914
	Iteration 33Q: 3 clusters Score -5346820 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -5347119.500000 Penalty: 5276.336914
	Iteration 34Q: 3 clusters Score -5347120 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -5347402.500000 Penalty: 5276.336914
	Iteration 35Q: 3 clusters Score -5347402 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -5347674.500000 Penalty: 5276.336914
	Iteration 36Q: 3 clusters Score -5347674 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -5347898.500000 Penalty: 5276.336914
	Iteration 37Q: 3 clusters Score -5347898 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -5348070.500000 Penalty: 5276.336914
	Iteration 38Q: 3 clusters Score -5348070 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -5348171.500000 Penalty: 5276.336914
	Iteration 39Q: 3 clusters Score -5348172 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -5348332.000000 Penalty: 5276.336914
	Iteration 40F: 3 clusters Score -5348332 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -5348405.000000 Penalty: 5276.336914
	Iteration 41Q: 3 clusters Score -5348405 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -5348455.000000 Penalty: 5276.336914
	Iteration 42Q: 3 clusters Score -5348455 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -5348493.500000 Penalty: 5276.336914
	Iteration 43Q: 3 clusters Score -5348494 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -5348525.000000 Penalty: 5276.336914
	Iteration 44Q: 3 clusters Score -5348525 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -5348541.000000 Penalty: 5276.336914
	Iteration 45Q: 3 clusters Score -5348541 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -5348544.000000 Penalty: 5276.336914
	Iteration 46Q: 3 clusters Score -5348544 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -5348536.500000 Penalty: 5276.336914
	Iteration 47Q: 3 clusters Score -5348536 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30434 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -5348551.000000 Penalty: 5276.336914
	Iteration 48Q: 3 clusters Score -5348551 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -5348550.500000 Penalty: 5276.336914
	Iteration 49Q: 3 clusters Score -5348550 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -5348555.500000 Penalty: 5276.336914
	Iteration 50Q: 3 clusters Score -5348556 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -5348562.000000 Penalty: 5276.336914
	Iteration 51Q: 3 clusters Score -5348562 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -5348553.000000 Penalty: 5276.336914
	Iteration 52Q: 3 clusters Score -5348553 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -5348546.000000 Penalty: 5276.336914
	Iteration 53Q: 3 clusters Score -5348546 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -5348554.000000 Penalty: 5276.336914
	Iteration 54Q: 3 clusters Score -5348554 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -5348566.500000 Penalty: 5276.336914
	Iteration 55Q: 3 clusters Score -5348566 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -5348578.000000 Penalty: 5276.336914
	Iteration 56Q: 3 clusters Score -5348578 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -5348581.000000 Penalty: 5276.336914
	Iteration 57Q: 3 clusters Score -5348581 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -5348587.000000 Penalty: 5276.336914
	Iteration 58Q: 3 clusters Score -5348587 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -5348586.500000 Penalty: 5276.336914
	Iteration 59Q: 3 clusters Score -5348586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -5348575.500000 Penalty: 5276.336914
	Iteration 60F: 3 clusters Score -5348576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -5348580.000000 Penalty: 5276.336914
	Iteration 61Q: 3 clusters Score -5348580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -5348586.500000 Penalty: 5276.336914
	Iteration 62Q: 3 clusters Score -5348586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -5348578.500000 Penalty: 5276.336914
	Iteration 63Q: 3 clusters Score -5348578 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -5348589.500000 Penalty: 5276.336914
	Iteration 64Q: 3 clusters Score -5348590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -5348588.500000 Penalty: 5276.336914
	Iteration 65Q: 3 clusters Score -5348588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -5348589.000000 Penalty: 5276.336914
	Iteration 66Q: 3 clusters Score -5348589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -5348584.500000 Penalty: 5276.336914
	Iteration 67Q: 3 clusters Score -5348584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -5348597.000000 Penalty: 5276.336914
	Iteration 68Q: 3 clusters Score -5348597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -5348589.500000 Penalty: 5276.336914
	Iteration 69Q: 3 clusters Score -5348590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -5348593.500000 Penalty: 5276.336914
	Iteration 70Q: 3 clusters Score -5348594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -5348602.000000 Penalty: 5276.336914
	Iteration 71Q: 3 clusters Score -5348602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -5348599.000000 Penalty: 5276.336914
	Iteration 72Q: 3 clusters Score -5348599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -5348605.000000 Penalty: 5276.336914
	Iteration 73Q: 3 clusters Score -5348605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -5348591.500000 Penalty: 5276.336914
	Iteration 74Q: 3 clusters Score -5348592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -5348591.000000 Penalty: 5276.336914
	Iteration 75Q: 3 clusters Score -5348591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -5348591.000000 Penalty: 5276.336914
	Iteration 76Q: 3 clusters Score -5348591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -5348595.000000 Penalty: 5276.336914
	Iteration 77Q: 3 clusters Score -5348595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -5348596.000000 Penalty: 5276.336914
	Iteration 78Q: 3 clusters Score -5348596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -5348599.000000 Penalty: 5276.336914
	Iteration 79Q: 3 clusters Score -5348599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -5348601.500000 Penalty: 5276.336914
	Iteration 80F: 3 clusters Score -5348602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -5348611.500000 Penalty: 5276.336914
	Iteration 81Q: 3 clusters Score -5348612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -5348606.000000 Penalty: 5276.336914
	Iteration 82Q: 3 clusters Score -5348606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31403 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -5348604.000000 Penalty: 5276.336914
	Iteration 83Q: 3 clusters Score -5348604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -5348612.500000 Penalty: 5276.336914
	Iteration 84Q: 3 clusters Score -5348612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -5348606.500000 Penalty: 5276.336914
	Iteration 85Q: 3 clusters Score -5348606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31430 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -5348618.000000 Penalty: 5276.336914
	Iteration 86Q: 3 clusters Score -5348618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -5348613.000000 Penalty: 5276.336914
	Iteration 87Q: 3 clusters Score -5348613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -5348615.000000 Penalty: 5276.336914
	Iteration 88Q: 3 clusters Score -5348615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -5348615.000000 Penalty: 5276.336914
	Iteration 89Q: 3 clusters Score -5348615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -5348617.500000 Penalty: 5276.336914
	Iteration 90Q: 3 clusters Score -5348618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -5348619.000000 Penalty: 5276.336914
	Iteration 91Q: 3 clusters Score -5348619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -5348625.000000 Penalty: 5276.336914
	Iteration 92Q: 3 clusters Score -5348625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -5348622.000000 Penalty: 5276.336914
	Iteration 93Q: 3 clusters Score -5348622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -5348622.000000 Penalty: 5276.336914
	Iteration 94F: 3 clusters Score -5348622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -41429.121094 Penalty: 1476.404297
	Iteration 0F: 2 clusters Score -41429.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -40226.222656 Penalty: 2952.808594
	Iteration 0F: 3 clusters Score -40226.22 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -40469.960938 Penalty: 2952.808594
	Iteration 1F: 3 clusters Score -40469.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40605.156250 Penalty: 2952.808594
	Iteration 2F: 3 clusters Score -40605.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40714.269531 Penalty: 2952.808594
	Iteration 3F: 3 clusters Score -40714.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -40823.484375 Penalty: 2952.808594
	Iteration 4F: 3 clusters Score -40823.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -40889.886719 Penalty: 2952.808594
	Iteration 5Q: 3 clusters Score -40889.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -40922.476562 Penalty: 2952.808594
	Iteration 6Q: 3 clusters Score -40922.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -40937.433594 Penalty: 2952.808594
	Iteration 7Q: 3 clusters Score -40937.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -40947.054688 Penalty: 2952.808594
	Iteration 8Q: 3 clusters Score -40947.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -40956.957031 Penalty: 2952.808594
	Iteration 9Q: 3 clusters Score -40956.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -40963.117188 Penalty: 2952.808594
	Iteration 10Q: 3 clusters Score -40963.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -40971.699219 Penalty: 2952.808594
	Iteration 11Q: 3 clusters Score -40971.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -40973.742188 Penalty: 2952.808594
	Iteration 12Q: 3 clusters Score -40973.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -40973.742188 Penalty: 2952.808594
	Iteration 13F: 3 clusters Score -40973.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Entering Unmasked Estep 
Score: -289192.031250 Penalty: 1921.725098
	Iteration 0F: 2 clusters Score -289192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -286396.812500 Penalty: 3843.450195
	Iteration 0F: 3 clusters Score -286396.8 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -286930.312500 Penalty: 3843.450195
	Iteration 1F: 3 clusters Score -286930.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -287069.781250 Penalty: 3843.450195
	Iteration 2F: 3 clusters Score -287069.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -287183.406250 Penalty: 3843.450195
	Iteration 3Q: 3 clusters Score -287183.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -287314.875000 Penalty: 3843.450195
	Iteration 4Q: 3 clusters Score -287314.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -287455.468750 Penalty: 3843.450195
	Iteration 5Q: 3 clusters Score -287455.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -287644.812500 Penalty: 3843.450195
	Iteration 6Q: 3 clusters Score -287644.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -287843.031250 Penalty: 3843.450195
	Iteration 7F: 3 clusters Score -287843 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -288041.593750 Penalty: 3843.450195
	Iteration 8Q: 3 clusters Score -288041.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -288228.250000 Penalty: 3843.450195
	Iteration 9Q: 3 clusters Score -288228.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -288444.156250 Penalty: 3843.450195
	Iteration 10Q: 3 clusters Score -288444.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -288614.562500 Penalty: 3843.450195
	Iteration 11Q: 3 clusters Score -288614.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -288719.437500 Penalty: 3843.450195
	Iteration 12Q: 3 clusters Score -288719.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -288780.656250 Penalty: 3843.450195
	Iteration 13Q: 3 clusters Score -288780.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -288822.687500 Penalty: 3843.450195
	Iteration 14Q: 3 clusters Score -288822.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -288871.281250 Penalty: 3843.450195
	Iteration 15Q: 3 clusters Score -288871.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -288927.625000 Penalty: 3843.450195
	Iteration 16Q: 3 clusters Score -288927.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -289003.000000 Penalty: 3843.450195
	Iteration 17Q: 3 clusters Score -289003 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -289123.500000 Penalty: 3843.450195
	Iteration 18Q: 3 clusters Score -289123.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -289340.406250 Penalty: 3843.450195
	Iteration 19Q: 3 clusters Score -289340.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -289680.812500 Penalty: 3843.450195
	Iteration 20F: 3 clusters Score -289680.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -289830.000000 Penalty: 3843.450195
	Iteration 21Q: 3 clusters Score -289830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -289853.687500 Penalty: 3843.450195
	Iteration 22Q: 3 clusters Score -289853.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -289870.093750 Penalty: 3843.450195
	Iteration 23Q: 3 clusters Score -289870.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -289881.312500 Penalty: 3843.450195
	Iteration 24Q: 3 clusters Score -289881.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -289884.093750 Penalty: 3843.450195
	Iteration 25Q: 3 clusters Score -289884.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -289884.093750 Penalty: 3843.450195
	Iteration 26F: 3 clusters Score -289884.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3479 members 
Mstep: Class 3 contains 41680 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 852 members 
Mstep: Class 6 contains 6186 members 
Mstep: Class 7 contains 11047 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105846 members 
Mstep: Class 11 contains 7087 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22745 members 
Mstep: Class 14 contains 13271 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8634 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20254 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 210717 members 
Mstep: Class 23 contains 1467 members 
Entering Unmasked Estep 
Score: -57705840.000000 Penalty: 74389.843750
Splitting cluster 5 changes total score from -57705692.000000 to -57705840.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 6 (6186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Entering Unmasked Estep 
Score: -774166.562500 Penalty: 2165.051025
	Iteration 0F: 2 clusters Score -774166.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -768858.062500 Penalty: 4330.102051
	Iteration 0F: 3 clusters Score -768858.1 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -770195.625000 Penalty: 4330.102051
	Iteration 1F: 3 clusters Score -770195.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -770405.187500 Penalty: 4330.102051
	Iteration 2F: 3 clusters Score -770405.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -770531.375000 Penalty: 4330.102051
	Iteration 3Q: 3 clusters Score -770531.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -770623.062500 Penalty: 4330.102051
	Iteration 4Q: 3 clusters Score -770623.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -770680.812500 Penalty: 4330.102051
	Iteration 5Q: 3 clusters Score -770680.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -770727.500000 Penalty: 4330.102051
	Iteration 6Q: 3 clusters Score -770727.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -770768.312500 Penalty: 4330.102051
	Iteration 7Q: 3 clusters Score -770768.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -770798.125000 Penalty: 4330.102051
	Iteration 8Q: 3 clusters Score -770798.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -770822.125000 Penalty: 4330.102051
	Iteration 9Q: 3 clusters Score -770822.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -770853.250000 Penalty: 4330.102051
	Iteration 10Q: 3 clusters Score -770853.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -770878.312500 Penalty: 4330.102051
	Iteration 11Q: 3 clusters Score -770878.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -770896.875000 Penalty: 4330.102051
	Iteration 12Q: 3 clusters Score -770896.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -770919.812500 Penalty: 4330.102051
	Iteration 13Q: 3 clusters Score -770919.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -770937.125000 Penalty: 4330.102051
	Iteration 14Q: 3 clusters Score -770937.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -770950.062500 Penalty: 4330.102051
	Iteration 15Q: 3 clusters Score -770950.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -770963.750000 Penalty: 4330.102051
	Iteration 16Q: 3 clusters Score -770963.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -770979.750000 Penalty: 4330.102051
	Iteration 17Q: 3 clusters Score -770979.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -770992.437500 Penalty: 4330.102051
	Iteration 18Q: 3 clusters Score -770992.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -771007.187500 Penalty: 4330.102051
	Iteration 19Q: 3 clusters Score -771007.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -771024.875000 Penalty: 4330.102051
	Iteration 20F: 3 clusters Score -771024.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -771047.250000 Penalty: 4330.102051
	Iteration 21Q: 3 clusters Score -771047.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -771066.750000 Penalty: 4330.102051
	Iteration 22Q: 3 clusters Score -771066.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -771084.812500 Penalty: 4330.102051
	Iteration 23Q: 3 clusters Score -771084.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -771106.875000 Penalty: 4330.102051
	Iteration 24Q: 3 clusters Score -771106.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -771121.687500 Penalty: 4330.102051
	Iteration 25Q: 3 clusters Score -771121.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -771137.437500 Penalty: 4330.102051
	Iteration 26Q: 3 clusters Score -771137.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -771151.750000 Penalty: 4330.102051
	Iteration 27Q: 3 clusters Score -771151.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -771169.375000 Penalty: 4330.102051
	Iteration 28Q: 3 clusters Score -771169.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -771192.000000 Penalty: 4330.102051
	Iteration 29Q: 3 clusters Score -771192 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -771221.375000 Penalty: 4330.102051
	Iteration 30Q: 3 clusters Score -771221.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -771246.375000 Penalty: 4330.102051
	Iteration 31Q: 3 clusters Score -771246.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -771270.187500 Penalty: 4330.102051
	Iteration 32Q: 3 clusters Score -771270.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -771296.125000 Penalty: 4330.102051
	Iteration 33Q: 3 clusters Score -771296.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -771319.562500 Penalty: 4330.102051
	Iteration 34Q: 3 clusters Score -771319.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -771344.312500 Penalty: 4330.102051
	Iteration 35Q: 3 clusters Score -771344.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -771373.875000 Penalty: 4330.102051
	Iteration 36Q: 3 clusters Score -771373.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -771421.937500 Penalty: 4330.102051
	Iteration 37Q: 3 clusters Score -771421.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -771475.250000 Penalty: 4330.102051
	Iteration 38Q: 3 clusters Score -771475.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -771541.937500 Penalty: 4330.102051
	Iteration 39Q: 3 clusters Score -771541.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -771630.250000 Penalty: 4330.102051
	Iteration 40F: 3 clusters Score -771630.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -771703.250000 Penalty: 4330.102051
	Iteration 41Q: 3 clusters Score -771703.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -771777.250000 Penalty: 4330.102051
	Iteration 42Q: 3 clusters Score -771777.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -771845.750000 Penalty: 4330.102051
	Iteration 43Q: 3 clusters Score -771845.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -771913.625000 Penalty: 4330.102051
	Iteration 44Q: 3 clusters Score -771913.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -771980.312500 Penalty: 4330.102051
	Iteration 45Q: 3 clusters Score -771980.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -772037.062500 Penalty: 4330.102051
	Iteration 46Q: 3 clusters Score -772037.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -772091.812500 Penalty: 4330.102051
	Iteration 47Q: 3 clusters Score -772091.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -772126.625000 Penalty: 4330.102051
	Iteration 48Q: 3 clusters Score -772126.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -772157.750000 Penalty: 4330.102051
	Iteration 49Q: 3 clusters Score -772157.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -772180.187500 Penalty: 4330.102051
	Iteration 50Q: 3 clusters Score -772180.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -772200.875000 Penalty: 4330.102051
	Iteration 51Q: 3 clusters Score -772200.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -772215.250000 Penalty: 4330.102051
	Iteration 52Q: 3 clusters Score -772215.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -772227.000000 Penalty: 4330.102051
	Iteration 53Q: 3 clusters Score -772227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -772228.812500 Penalty: 4330.102051
	Iteration 54Q: 3 clusters Score -772228.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -772234.500000 Penalty: 4330.102051
	Iteration 55Q: 3 clusters Score -772234.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -772238.000000 Penalty: 4330.102051
	Iteration 56Q: 3 clusters Score -772238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -772239.625000 Penalty: 4330.102051
	Iteration 57Q: 3 clusters Score -772239.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -772240.437500 Penalty: 4330.102051
	Iteration 58Q: 3 clusters Score -772240.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -772239.125000 Penalty: 4330.102051
	Iteration 59Q: 3 clusters Score -772239.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -772240.875000 Penalty: 4330.102051
	Iteration 60F: 3 clusters Score -772240.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -772242.062500 Penalty: 4330.102051
	Iteration 61Q: 3 clusters Score -772242.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -772245.125000 Penalty: 4330.102051
	Iteration 62Q: 3 clusters Score -772245.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -772245.312500 Penalty: 4330.102051
	Iteration 63Q: 3 clusters Score -772245.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -772246.250000 Penalty: 4330.102051
	Iteration 64Q: 3 clusters Score -772246.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -772246.250000 Penalty: 4330.102051
	Iteration 65F: 3 clusters Score -772246.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Entering Unmasked Estep 
Score: -1422246.375000 Penalty: 2308.858887
	Iteration 0F: 2 clusters Score -1422246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1413848.000000 Penalty: 4617.717773
	Iteration 0F: 3 clusters Score -1413848 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1416406.750000 Penalty: 4617.717773
	Iteration 1F: 3 clusters Score -1416407 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1416787.500000 Penalty: 4617.717773
	Iteration 2F: 3 clusters Score -1416788 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1417080.000000 Penalty: 4617.717773
	Iteration 3F: 3 clusters Score -1417080 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1417329.375000 Penalty: 4617.717773
	Iteration 4Q: 3 clusters Score -1417329 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1417563.000000 Penalty: 4617.717773
	Iteration 5Q: 3 clusters Score -1417563 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1417802.250000 Penalty: 4617.717773
	Iteration 6Q: 3 clusters Score -1417802 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1418055.000000 Penalty: 4617.717773
	Iteration 7Q: 3 clusters Score -1418055 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1418320.250000 Penalty: 4617.717773
	Iteration 8Q: 3 clusters Score -1418320 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1418601.000000 Penalty: 4617.717773
	Iteration 9Q: 3 clusters Score -1418601 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1418902.875000 Penalty: 4617.717773
	Iteration 10Q: 3 clusters Score -1418903 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1419185.875000 Penalty: 4617.717773
	Iteration 11Q: 3 clusters Score -1419186 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1419423.250000 Penalty: 4617.717773
	Iteration 12Q: 3 clusters Score -1419423 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1419593.000000 Penalty: 4617.717773
	Iteration 13Q: 3 clusters Score -1419593 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1419733.250000 Penalty: 4617.717773
	Iteration 14Q: 3 clusters Score -1419733 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1419875.875000 Penalty: 4617.717773
	Iteration 15Q: 3 clusters Score -1419876 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1419965.250000 Penalty: 4617.717773
	Iteration 16Q: 3 clusters Score -1419965 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1420029.875000 Penalty: 4617.717773
	Iteration 17Q: 3 clusters Score -1420030 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1420083.500000 Penalty: 4617.717773
	Iteration 18Q: 3 clusters Score -1420084 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1420120.875000 Penalty: 4617.717773
	Iteration 19Q: 3 clusters Score -1420121 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1420154.500000 Penalty: 4617.717773
	Iteration 20F: 3 clusters Score -1420154 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1420182.500000 Penalty: 4617.717773
	Iteration 21Q: 3 clusters Score -1420182 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1420209.125000 Penalty: 4617.717773
	Iteration 22Q: 3 clusters Score -1420209 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1420229.750000 Penalty: 4617.717773
	Iteration 23Q: 3 clusters Score -1420230 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1420251.375000 Penalty: 4617.717773
	Iteration 24Q: 3 clusters Score -1420251 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1420259.375000 Penalty: 4617.717773
	Iteration 25Q: 3 clusters Score -1420259 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1420275.625000 Penalty: 4617.717773
	Iteration 26Q: 3 clusters Score -1420276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1420284.750000 Penalty: 4617.717773
	Iteration 27Q: 3 clusters Score -1420285 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1420287.125000 Penalty: 4617.717773
	Iteration 28Q: 3 clusters Score -1420287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1420292.500000 Penalty: 4617.717773
	Iteration 29Q: 3 clusters Score -1420292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1420298.375000 Penalty: 4617.717773
	Iteration 30Q: 3 clusters Score -1420298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1420304.625000 Penalty: 4617.717773
	Iteration 31Q: 3 clusters Score -1420305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1420309.625000 Penalty: 4617.717773
	Iteration 32Q: 3 clusters Score -1420310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1420314.250000 Penalty: 4617.717773
	Iteration 33Q: 3 clusters Score -1420314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1420316.125000 Penalty: 4617.717773
	Iteration 34Q: 3 clusters Score -1420316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1420321.500000 Penalty: 4617.717773
	Iteration 35Q: 3 clusters Score -1420322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1420323.875000 Penalty: 4617.717773
	Iteration 36Q: 3 clusters Score -1420324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1420328.375000 Penalty: 4617.717773
	Iteration 37Q: 3 clusters Score -1420328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1420327.750000 Penalty: 4617.717773
	Iteration 38Q: 3 clusters Score -1420328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1420327.500000 Penalty: 4617.717773
	Iteration 39Q: 3 clusters Score -1420328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1420333.625000 Penalty: 4617.717773
	Iteration 40F: 3 clusters Score -1420334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1420335.500000 Penalty: 4617.717773
	Iteration 41Q: 3 clusters Score -1420336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1420341.000000 Penalty: 4617.717773
	Iteration 42Q: 3 clusters Score -1420341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1420348.375000 Penalty: 4617.717773
	Iteration 43Q: 3 clusters Score -1420348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1420355.000000 Penalty: 4617.717773
	Iteration 44Q: 3 clusters Score -1420355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1420357.625000 Penalty: 4617.717773
	Iteration 45Q: 3 clusters Score -1420358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1420362.375000 Penalty: 4617.717773
	Iteration 46Q: 3 clusters Score -1420362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1420365.250000 Penalty: 4617.717773
	Iteration 47Q: 3 clusters Score -1420365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1420363.125000 Penalty: 4617.717773
	Iteration 48Q: 3 clusters Score -1420363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1420363.875000 Penalty: 4617.717773
	Iteration 49Q: 3 clusters Score -1420364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1420363.875000 Penalty: 4617.717773
	Iteration 50F: 3 clusters Score -1420364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -27818.265625 Penalty: 1369.322388
	Iteration 0F: 2 clusters Score -27818.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -26638.115234 Penalty: 2738.644775
	Iteration 0F: 3 clusters Score -26638.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -26721.000000 Penalty: 2738.644775
	Iteration 1F: 3 clusters Score -26721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -26774.248047 Penalty: 2738.644775
	Iteration 2Q: 3 clusters Score -26774.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -26798.953125 Penalty: 2738.644775
	Iteration 3Q: 3 clusters Score -26798.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -26798.953125 Penalty: 2738.644775
	Iteration 4F: 3 clusters Score -26798.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Entering Unmasked Estep 
Score: -64428.285156 Penalty: 1592.562378
	Iteration 0F: 2 clusters Score -64428.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -62912.449219 Penalty: 3185.124756
	Iteration 0F: 3 clusters Score -62912.45 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -63253.691406 Penalty: 3185.124756
	Iteration 1F: 3 clusters Score -63253.69 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -63477.660156 Penalty: 3185.124756
	Iteration 2F: 3 clusters Score -63477.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -63637.796875 Penalty: 3185.124756
	Iteration 3F: 3 clusters Score -63637.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -63792.222656 Penalty: 3185.124756
	Iteration 4Q: 3 clusters Score -63792.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -63883.648438 Penalty: 3185.124756
	Iteration 5Q: 3 clusters Score -63883.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -63992.000000 Penalty: 3185.124756
	Iteration 6Q: 3 clusters Score -63992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -64090.511719 Penalty: 3185.124756
	Iteration 7Q: 3 clusters Score -64090.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -64163.410156 Penalty: 3185.124756
	Iteration 8Q: 3 clusters Score -64163.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -64192.195312 Penalty: 3185.124756
	Iteration 9Q: 3 clusters Score -64192.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -64237.976562 Penalty: 3185.124756
	Iteration 10Q: 3 clusters Score -64237.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -64264.445312 Penalty: 3185.124756
	Iteration 11Q: 3 clusters Score -64264.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -64288.351562 Penalty: 3185.124756
	Iteration 12Q: 3 clusters Score -64288.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -64330.187500 Penalty: 3185.124756
	Iteration 13Q: 3 clusters Score -64330.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -64368.125000 Penalty: 3185.124756
	Iteration 14Q: 3 clusters Score -64368.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -64382.496094 Penalty: 3185.124756
	Iteration 15Q: 3 clusters Score -64382.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -64404.871094 Penalty: 3185.124756
	Iteration 16Q: 3 clusters Score -64404.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -64420.683594 Penalty: 3185.124756
	Iteration 17Q: 3 clusters Score -64420.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -64425.210938 Penalty: 3185.124756
	Iteration 18Q: 3 clusters Score -64425.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -64425.757812 Penalty: 3185.124756
	Iteration 19F: 3 clusters Score -64425.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -64464.351562 Penalty: 3185.124756
	Iteration 20F: 3 clusters Score -64464.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -64511.824219 Penalty: 3185.124756
	Iteration 21Q: 3 clusters Score -64511.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -64516.476562 Penalty: 3185.124756
	Iteration 22Q: 3 clusters Score -64516.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -64522.691406 Penalty: 3185.124756
	Iteration 23Q: 3 clusters Score -64522.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -64541.667969 Penalty: 3185.124756
	Iteration 24Q: 3 clusters Score -64541.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -64550.867188 Penalty: 3185.124756
	Iteration 25Q: 3 clusters Score -64550.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -64554.753906 Penalty: 3185.124756
	Iteration 26Q: 3 clusters Score -64554.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -64554.753906 Penalty: 3185.124756
	Iteration 27F: 3 clusters Score -64554.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3479 members 
Mstep: Class 3 contains 41680 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 852 members 
Mstep: Class 6 contains 6186 members 
Mstep: Class 7 contains 11047 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 204 members 
Mstep: Class 10 contains 105846 members 
Mstep: Class 11 contains 7087 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22745 members 
Mstep: Class 14 contains 13271 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8634 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20254 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 210717 members 
Mstep: Class 23 contains 1467 members 
Mstep: Class 24 contains 411 members 
Entering Unmasked Estep 
Score: -57704320.000000 Penalty: 77624.179688
Splitting cluster 9 changes total score from -57705692.000000 to -57704320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (105846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105846 members 
Entering Unmasked Estep 
Score: -13579849.000000 Penalty: 2869.295654
	Iteration 0F: 2 clusters Score -1.357985e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53135 members 
Mstep: Class 2 contains 52711 members 
Entering Unmasked Estep 
Score: -13508829.000000 Penalty: 5738.591309
	Iteration 0F: 3 clusters Score -1.350883e+07 nChanged 50114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55199 members 
Mstep: Class 2 contains 50647 members 
Entering Unmasked Estep 
Score: -13537735.000000 Penalty: 5738.591309
	Iteration 1F: 3 clusters Score -1.353774e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56546 members 
Mstep: Class 2 contains 49300 members 
Entering Unmasked Estep 
Score: -13538486.000000 Penalty: 5738.591309
	Iteration 2Q: 3 clusters Score -1.353849e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58600 members 
Mstep: Class 2 contains 47246 members 
Entering Unmasked Estep 
Score: -13539469.000000 Penalty: 5738.591309
	Iteration 3Q: 3 clusters Score -1.353947e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61662 members 
Mstep: Class 2 contains 44184 members 
Entering Unmasked Estep 
Score: -13541236.000000 Penalty: 5738.591309
	Iteration 4Q: 3 clusters Score -1.354124e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66107 members 
Mstep: Class 2 contains 39739 members 
Entering Unmasked Estep 
Score: -13543913.000000 Penalty: 5738.591309
	Iteration 5Q: 3 clusters Score -1.354391e+07 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72143 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -13548117.000000 Penalty: 5738.591309
	Iteration 6F: 3 clusters Score -1.354812e+07 nChanged 7614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79615 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -13554323.000000 Penalty: 5738.591309
	Iteration 7F: 3 clusters Score -1.355432e+07 nChanged 8000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87525 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -13561407.000000 Penalty: 5738.591309
	Iteration 8F: 3 clusters Score -1.356141e+07 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94465 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -13567701.000000 Penalty: 5738.591309
	Iteration 9F: 3 clusters Score -1.35677e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99494 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -13572207.000000 Penalty: 5738.591309
	Iteration 10Q: 3 clusters Score -1.357221e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102542 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -13574765.000000 Penalty: 5738.591309
	Iteration 11Q: 3 clusters Score -1.357476e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104149 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -13576062.000000 Penalty: 5738.591309
	Iteration 12Q: 3 clusters Score -1.357606e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104925 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -13576717.000000 Penalty: 5738.591309
	Iteration 13Q: 3 clusters Score -1.357672e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105262 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -13577021.000000 Penalty: 5738.591309
	Iteration 14Q: 3 clusters Score -1.357702e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105410 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -13577149.000000 Penalty: 5738.591309
	Iteration 15Q: 3 clusters Score -1.357715e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105460 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -13577210.000000 Penalty: 5738.591309
	Iteration 16Q: 3 clusters Score -1.357721e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105488 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -13577234.000000 Penalty: 5738.591309
	Iteration 17Q: 3 clusters Score -1.357723e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105505 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -13577269.000000 Penalty: 5738.591309
	Iteration 18Q: 3 clusters Score -1.357727e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105520 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -13577279.000000 Penalty: 5738.591309
	Iteration 19Q: 3 clusters Score -1.357728e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105533 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -13577299.000000 Penalty: 5738.591309
	Iteration 20F: 3 clusters Score -1.35773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105537 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -13577293.000000 Penalty: 5738.591309
	Iteration 21Q: 3 clusters Score -1.357729e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105542 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -13577312.000000 Penalty: 5738.591309
	Iteration 22Q: 3 clusters Score -1.357731e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105552 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -13577309.000000 Penalty: 5738.591309
	Iteration 23Q: 3 clusters Score -1.357731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105556 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -13577318.000000 Penalty: 5738.591309
	Iteration 24Q: 3 clusters Score -1.357732e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105562 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -13577316.000000 Penalty: 5738.591309
	Iteration 25Q: 3 clusters Score -1.357732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105565 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -13577326.000000 Penalty: 5738.591309
	Iteration 26Q: 3 clusters Score -1.357733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105566 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -13577322.000000 Penalty: 5738.591309
	Iteration 27Q: 3 clusters Score -1.357732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105568 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -13577330.000000 Penalty: 5738.591309
	Iteration 28Q: 3 clusters Score -1.357733e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105568 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -13577330.000000 Penalty: 5738.591309
	Iteration 29F: 3 clusters Score -1.357733e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Entering Unmasked Estep 
Score: -897703.812500 Penalty: 2198.772217
	Iteration 0F: 2 clusters Score -897703.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -891877.937500 Penalty: 4397.544434
	Iteration 0F: 3 clusters Score -891877.9 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -893386.875000 Penalty: 4397.544434
	Iteration 1F: 3 clusters Score -893386.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -893630.375000 Penalty: 4397.544434
	Iteration 2F: 3 clusters Score -893630.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -893806.375000 Penalty: 4397.544434
	Iteration 3F: 3 clusters Score -893806.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -893941.750000 Penalty: 4397.544434
	Iteration 4Q: 3 clusters Score -893941.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -894029.062500 Penalty: 4397.544434
	Iteration 5Q: 3 clusters Score -894029.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -894110.750000 Penalty: 4397.544434
	Iteration 6Q: 3 clusters Score -894110.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -894211.000000 Penalty: 4397.544434
	Iteration 7Q: 3 clusters Score -894211 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -894353.812500 Penalty: 4397.544434
	Iteration 8Q: 3 clusters Score -894353.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -894569.562500 Penalty: 4397.544434
	Iteration 9Q: 3 clusters Score -894569.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -894844.187500 Penalty: 4397.544434
	Iteration 10Q: 3 clusters Score -894844.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -895123.750000 Penalty: 4397.544434
	Iteration 11Q: 3 clusters Score -895123.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -895423.250000 Penalty: 4397.544434
	Iteration 12Q: 3 clusters Score -895423.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -895727.937500 Penalty: 4397.544434
	Iteration 13Q: 3 clusters Score -895727.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -895978.437500 Penalty: 4397.544434
	Iteration 14Q: 3 clusters Score -895978.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -896236.187500 Penalty: 4397.544434
	Iteration 15Q: 3 clusters Score -896236.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -896465.625000 Penalty: 4397.544434
	Iteration 16Q: 3 clusters Score -896465.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -896714.312500 Penalty: 4397.544434
	Iteration 17Q: 3 clusters Score -896714.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -896972.812500 Penalty: 4397.544434
	Iteration 18Q: 3 clusters Score -896972.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -897226.875000 Penalty: 4397.544434
	Iteration 19Q: 3 clusters Score -897226.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -897439.562500 Penalty: 4397.544434
	Iteration 20F: 3 clusters Score -897439.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -897549.687500 Penalty: 4397.544434
	Iteration 21Q: 3 clusters Score -897549.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -897618.625000 Penalty: 4397.544434
	Iteration 22Q: 3 clusters Score -897618.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -897656.312500 Penalty: 4397.544434
	Iteration 23Q: 3 clusters Score -897656.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -897681.812500 Penalty: 4397.544434
	Iteration 24Q: 3 clusters Score -897681.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -897698.125000 Penalty: 4397.544434
	Iteration 25Q: 3 clusters Score -897698.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -897704.375000 Penalty: 4397.544434
	Iteration 26Q: 3 clusters Score -897704.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -897711.500000 Penalty: 4397.544434
	Iteration 27Q: 3 clusters Score -897711.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -897715.937500 Penalty: 4397.544434
	Iteration 28Q: 3 clusters Score -897715.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -897714.375000 Penalty: 4397.544434
	Iteration 29Q: 3 clusters Score -897714.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -897718.000000 Penalty: 4397.544434
	Iteration 30Q: 3 clusters Score -897718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -897715.687500 Penalty: 4397.544434
	Iteration 31Q: 3 clusters Score -897715.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -897716.125000 Penalty: 4397.544434
	Iteration 32Q: 3 clusters Score -897716.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -897716.125000 Penalty: 4397.544434
	Iteration 33F: 3 clusters Score -897716.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3479 members 
Mstep: Class 3 contains 41680 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 852 members 
Mstep: Class 6 contains 6186 members 
Mstep: Class 7 contains 11047 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105846 members 
Mstep: Class 11 contains 3868 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22745 members 
Mstep: Class 14 contains 13271 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8634 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20254 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 210717 members 
Mstep: Class 23 contains 1467 members 
Mstep: Class 24 contains 3219 members 
Entering Unmasked Estep 
Score: -57704840.000000 Penalty: 77624.179688
Splitting cluster 11 changes total score from -57705692.000000 to -57704840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -64523.667969 Penalty: 1576.744873
	Iteration 0F: 2 clusters Score -64523.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -62908.902344 Penalty: 3153.489746
	Iteration 0F: 3 clusters Score -62908.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -63184.542969 Penalty: 3153.489746
	Iteration 1F: 3 clusters Score -63184.54 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -63328.046875 Penalty: 3153.489746
	Iteration 2F: 3 clusters Score -63328.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -63430.570312 Penalty: 3153.489746
	Iteration 3Q: 3 clusters Score -63430.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -63446.636719 Penalty: 3153.489746
	Iteration 4Q: 3 clusters Score -63446.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -63461.136719 Penalty: 3153.489746
	Iteration 5Q: 3 clusters Score -63461.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -63468.175781 Penalty: 3153.489746
	Iteration 6Q: 3 clusters Score -63468.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -63470.429688 Penalty: 3153.489746
	Iteration 7Q: 3 clusters Score -63470.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -63474.726562 Penalty: 3153.489746
	Iteration 8Q: 3 clusters Score -63474.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -63475.863281 Penalty: 3153.489746
	Iteration 9Q: 3 clusters Score -63475.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -63478.167969 Penalty: 3153.489746
	Iteration 10Q: 3 clusters Score -63478.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -63479.718750 Penalty: 3153.489746
	Iteration 11Q: 3 clusters Score -63479.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -63481.796875 Penalty: 3153.489746
	Iteration 12Q: 3 clusters Score -63481.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -63481.796875 Penalty: 3153.489746
	Iteration 13F: 3 clusters Score -63481.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Entering Unmasked Estep 
Score: -2931170.500000 Penalty: 2487.960938
	Iteration 0F: 2 clusters Score -2931170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -2915311.750000 Penalty: 4975.921875
	Iteration 0F: 3 clusters Score -2915312 nChanged 10031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -2920634.250000 Penalty: 4975.921875
	Iteration 1F: 3 clusters Score -2920634 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2920976.000000 Penalty: 4975.921875
	Iteration 2Q: 3 clusters Score -2920976 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -2921252.500000 Penalty: 4975.921875
	Iteration 3Q: 3 clusters Score -2921252 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -2921557.000000 Penalty: 4975.921875
	Iteration 4Q: 3 clusters Score -2921557 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -2921903.750000 Penalty: 4975.921875
	Iteration 5Q: 3 clusters Score -2921904 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2922265.500000 Penalty: 4975.921875
	Iteration 6Q: 3 clusters Score -2922266 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2922663.250000 Penalty: 4975.921875
	Iteration 7Q: 3 clusters Score -2922663 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2923059.250000 Penalty: 4975.921875
	Iteration 8Q: 3 clusters Score -2923059 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -2923499.750000 Penalty: 4975.921875
	Iteration 9Q: 3 clusters Score -2923500 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -2923994.500000 Penalty: 4975.921875
	Iteration 10Q: 3 clusters Score -2923994 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -2924606.000000 Penalty: 4975.921875
	Iteration 11Q: 3 clusters Score -2924606 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -2925332.250000 Penalty: 4975.921875
	Iteration 12Q: 3 clusters Score -2925332 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -2926023.750000 Penalty: 4975.921875
	Iteration 13Q: 3 clusters Score -2926024 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2926507.500000 Penalty: 4975.921875
	Iteration 14Q: 3 clusters Score -2926508 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -2926799.000000 Penalty: 4975.921875
	Iteration 15Q: 3 clusters Score -2926799 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2926955.250000 Penalty: 4975.921875
	Iteration 16Q: 3 clusters Score -2926955 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -2927048.750000 Penalty: 4975.921875
	Iteration 17Q: 3 clusters Score -2927049 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -2927146.500000 Penalty: 4975.921875
	Iteration 18Q: 3 clusters Score -2927146 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -2927243.250000 Penalty: 4975.921875
	Iteration 19Q: 3 clusters Score -2927243 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -2927340.250000 Penalty: 4975.921875
	Iteration 20F: 3 clusters Score -2927340 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2927436.500000 Penalty: 4975.921875
	Iteration 21Q: 3 clusters Score -2927436 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -2927529.250000 Penalty: 4975.921875
	Iteration 22Q: 3 clusters Score -2927529 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -2927627.250000 Penalty: 4975.921875
	Iteration 23Q: 3 clusters Score -2927627 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -2927702.250000 Penalty: 4975.921875
	Iteration 24Q: 3 clusters Score -2927702 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -2927797.000000 Penalty: 4975.921875
	Iteration 25Q: 3 clusters Score -2927797 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -2927875.250000 Penalty: 4975.921875
	Iteration 26Q: 3 clusters Score -2927875 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2927976.750000 Penalty: 4975.921875
	Iteration 27Q: 3 clusters Score -2927977 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2928101.750000 Penalty: 4975.921875
	Iteration 28Q: 3 clusters Score -2928102 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -2928238.500000 Penalty: 4975.921875
	Iteration 29Q: 3 clusters Score -2928238 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -2928365.750000 Penalty: 4975.921875
	Iteration 30Q: 3 clusters Score -2928366 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -2928469.000000 Penalty: 4975.921875
	Iteration 31Q: 3 clusters Score -2928469 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2928561.000000 Penalty: 4975.921875
	Iteration 32Q: 3 clusters Score -2928561 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2928632.750000 Penalty: 4975.921875
	Iteration 33Q: 3 clusters Score -2928633 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2928693.500000 Penalty: 4975.921875
	Iteration 34Q: 3 clusters Score -2928694 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2928778.750000 Penalty: 4975.921875
	Iteration 35Q: 3 clusters Score -2928779 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2928824.500000 Penalty: 4975.921875
	Iteration 36Q: 3 clusters Score -2928824 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2928876.250000 Penalty: 4975.921875
	Iteration 37Q: 3 clusters Score -2928876 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2928926.750000 Penalty: 4975.921875
	Iteration 38Q: 3 clusters Score -2928927 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2928987.000000 Penalty: 4975.921875
	Iteration 39Q: 3 clusters Score -2928987 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2929027.500000 Penalty: 4975.921875
	Iteration 40F: 3 clusters Score -2929028 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2929053.000000 Penalty: 4975.921875
	Iteration 41Q: 3 clusters Score -2929053 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2929073.000000 Penalty: 4975.921875
	Iteration 42Q: 3 clusters Score -2929073 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2929074.750000 Penalty: 4975.921875
	Iteration 43Q: 3 clusters Score -2929075 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2929096.250000 Penalty: 4975.921875
	Iteration 44Q: 3 clusters Score -2929096 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2929116.500000 Penalty: 4975.921875
	Iteration 45Q: 3 clusters Score -2929116 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2929128.500000 Penalty: 4975.921875
	Iteration 46Q: 3 clusters Score -2929128 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2929138.000000 Penalty: 4975.921875
	Iteration 47Q: 3 clusters Score -2929138 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2929155.500000 Penalty: 4975.921875
	Iteration 48Q: 3 clusters Score -2929156 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2929174.000000 Penalty: 4975.921875
	Iteration 49Q: 3 clusters Score -2929174 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2929185.000000 Penalty: 4975.921875
	Iteration 50Q: 3 clusters Score -2929185 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2929194.000000 Penalty: 4975.921875
	Iteration 51Q: 3 clusters Score -2929194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2929194.500000 Penalty: 4975.921875
	Iteration 52Q: 3 clusters Score -2929194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2929204.500000 Penalty: 4975.921875
	Iteration 53Q: 3 clusters Score -2929204 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2929203.500000 Penalty: 4975.921875
	Iteration 54Q: 3 clusters Score -2929204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2929208.500000 Penalty: 4975.921875
	Iteration 55Q: 3 clusters Score -2929208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2929213.250000 Penalty: 4975.921875
	Iteration 56Q: 3 clusters Score -2929213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2929215.500000 Penalty: 4975.921875
	Iteration 57Q: 3 clusters Score -2929216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2929221.500000 Penalty: 4975.921875
	Iteration 58Q: 3 clusters Score -2929222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2929222.750000 Penalty: 4975.921875
	Iteration 59Q: 3 clusters Score -2929223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2929226.000000 Penalty: 4975.921875
	Iteration 60F: 3 clusters Score -2929226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2929228.250000 Penalty: 4975.921875
	Iteration 61Q: 3 clusters Score -2929228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2929233.000000 Penalty: 4975.921875
	Iteration 62Q: 3 clusters Score -2929233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2929232.500000 Penalty: 4975.921875
	Iteration 63Q: 3 clusters Score -2929232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2929233.500000 Penalty: 4975.921875
	Iteration 64Q: 3 clusters Score -2929234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2929238.250000 Penalty: 4975.921875
	Iteration 65Q: 3 clusters Score -2929238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2929236.500000 Penalty: 4975.921875
	Iteration 66Q: 3 clusters Score -2929236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2929236.500000 Penalty: 4975.921875
	Iteration 67F: 3 clusters Score -2929236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Entering Unmasked Estep 
Score: -1665329.500000 Penalty: 2354.347412
	Iteration 0F: 2 clusters Score -1665330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1655609.250000 Penalty: 4708.694824
	Iteration 0F: 3 clusters Score -1655609 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1658673.000000 Penalty: 4708.694824
	Iteration 1F: 3 clusters Score -1658673 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1659012.375000 Penalty: 4708.694824
	Iteration 2F: 3 clusters Score -1659012 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1659271.750000 Penalty: 4708.694824
	Iteration 3Q: 3 clusters Score -1659272 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1659491.000000 Penalty: 4708.694824
	Iteration 4Q: 3 clusters Score -1659491 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1659672.875000 Penalty: 4708.694824
	Iteration 5Q: 3 clusters Score -1659673 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1659806.500000 Penalty: 4708.694824
	Iteration 6Q: 3 clusters Score -1659806 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1659930.875000 Penalty: 4708.694824
	Iteration 7Q: 3 clusters Score -1659931 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1660036.750000 Penalty: 4708.694824
	Iteration 8Q: 3 clusters Score -1660037 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1660146.875000 Penalty: 4708.694824
	Iteration 9Q: 3 clusters Score -1660147 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1660250.625000 Penalty: 4708.694824
	Iteration 10Q: 3 clusters Score -1660251 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1660347.500000 Penalty: 4708.694824
	Iteration 11Q: 3 clusters Score -1660348 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1660446.500000 Penalty: 4708.694824
	Iteration 12Q: 3 clusters Score -1660446 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1660530.125000 Penalty: 4708.694824
	Iteration 13Q: 3 clusters Score -1660530 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1660602.625000 Penalty: 4708.694824
	Iteration 14Q: 3 clusters Score -1660603 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1660675.000000 Penalty: 4708.694824
	Iteration 15Q: 3 clusters Score -1660675 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1660744.125000 Penalty: 4708.694824
	Iteration 16Q: 3 clusters Score -1660744 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1660826.250000 Penalty: 4708.694824
	Iteration 17Q: 3 clusters Score -1660826 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1660905.125000 Penalty: 4708.694824
	Iteration 18Q: 3 clusters Score -1660905 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1660973.000000 Penalty: 4708.694824
	Iteration 19Q: 3 clusters Score -1660973 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1661040.875000 Penalty: 4708.694824
	Iteration 20F: 3 clusters Score -1661041 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1661105.750000 Penalty: 4708.694824
	Iteration 21Q: 3 clusters Score -1661106 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1661164.500000 Penalty: 4708.694824
	Iteration 22Q: 3 clusters Score -1661164 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1661217.125000 Penalty: 4708.694824
	Iteration 23Q: 3 clusters Score -1661217 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1661285.375000 Penalty: 4708.694824
	Iteration 24Q: 3 clusters Score -1661285 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1661379.750000 Penalty: 4708.694824
	Iteration 25Q: 3 clusters Score -1661380 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1661501.625000 Penalty: 4708.694824
	Iteration 26Q: 3 clusters Score -1661502 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1661659.875000 Penalty: 4708.694824
	Iteration 27Q: 3 clusters Score -1661660 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1661839.375000 Penalty: 4708.694824
	Iteration 28Q: 3 clusters Score -1661839 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1662078.000000 Penalty: 4708.694824
	Iteration 29Q: 3 clusters Score -1662078 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1662343.875000 Penalty: 4708.694824
	Iteration 30Q: 3 clusters Score -1662344 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1662602.000000 Penalty: 4708.694824
	Iteration 31Q: 3 clusters Score -1662602 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1662834.500000 Penalty: 4708.694824
	Iteration 32Q: 3 clusters Score -1662834 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1662967.875000 Penalty: 4708.694824
	Iteration 33Q: 3 clusters Score -1662968 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1663055.375000 Penalty: 4708.694824
	Iteration 34Q: 3 clusters Score -1663055 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1663109.625000 Penalty: 4708.694824
	Iteration 35Q: 3 clusters Score -1663110 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1663138.625000 Penalty: 4708.694824
	Iteration 36Q: 3 clusters Score -1663139 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1663170.125000 Penalty: 4708.694824
	Iteration 37Q: 3 clusters Score -1663170 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1663199.000000 Penalty: 4708.694824
	Iteration 38Q: 3 clusters Score -1663199 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1663216.250000 Penalty: 4708.694824
	Iteration 39Q: 3 clusters Score -1663216 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1663230.000000 Penalty: 4708.694824
	Iteration 40F: 3 clusters Score -1663230 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1663239.500000 Penalty: 4708.694824
	Iteration 41Q: 3 clusters Score -1663240 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1663249.875000 Penalty: 4708.694824
	Iteration 42Q: 3 clusters Score -1663250 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1663260.000000 Penalty: 4708.694824
	Iteration 43Q: 3 clusters Score -1663260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1663267.500000 Penalty: 4708.694824
	Iteration 44Q: 3 clusters Score -1663268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1663273.000000 Penalty: 4708.694824
	Iteration 45Q: 3 clusters Score -1663273 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1663274.875000 Penalty: 4708.694824
	Iteration 46Q: 3 clusters Score -1663275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1663276.625000 Penalty: 4708.694824
	Iteration 47Q: 3 clusters Score -1663277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1663275.500000 Penalty: 4708.694824
	Iteration 48Q: 3 clusters Score -1663276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1663278.875000 Penalty: 4708.694824
	Iteration 49Q: 3 clusters Score -1663279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1663279.625000 Penalty: 4708.694824
	Iteration 50Q: 3 clusters Score -1663280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1663279.625000 Penalty: 4708.694824
	Iteration 51F: 3 clusters Score -1663280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Entering Unmasked Estep 
Score: -81173.632812 Penalty: 1608.567871
	Iteration 0F: 2 clusters Score -81173.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -79503.734375 Penalty: 3217.135742
	Iteration 0F: 3 clusters Score -79503.73 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -79687.851562 Penalty: 3217.135742
	Iteration 1F: 3 clusters Score -79687.85 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -79735.929688 Penalty: 3217.135742
	Iteration 2Q: 3 clusters Score -79735.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -79770.820312 Penalty: 3217.135742
	Iteration 3Q: 3 clusters Score -79770.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -79778.171875 Penalty: 3217.135742
	Iteration 4Q: 3 clusters Score -79778.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -79778.171875 Penalty: 3217.135742
	Iteration 5F: 3 clusters Score -79778.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Entering Unmasked Estep 
Score: -1115843.500000 Penalty: 2247.738770
	Iteration 0F: 2 clusters Score -1115844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1109031.250000 Penalty: 4495.477539
	Iteration 0F: 3 clusters Score -1109031 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1110861.250000 Penalty: 4495.477539
	Iteration 1F: 3 clusters Score -1110861 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1111096.125000 Penalty: 4495.477539
	Iteration 2F: 3 clusters Score -1111096 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1111253.750000 Penalty: 4495.477539
	Iteration 3Q: 3 clusters Score -1111254 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1111372.375000 Penalty: 4495.477539
	Iteration 4Q: 3 clusters Score -1111372 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1111463.375000 Penalty: 4495.477539
	Iteration 5Q: 3 clusters Score -1111463 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1111569.750000 Penalty: 4495.477539
	Iteration 6Q: 3 clusters Score -1111570 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1111684.500000 Penalty: 4495.477539
	Iteration 7Q: 3 clusters Score -1111684 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1111814.500000 Penalty: 4495.477539
	Iteration 8Q: 3 clusters Score -1111814 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1111961.875000 Penalty: 4495.477539
	Iteration 9Q: 3 clusters Score -1111962 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1112128.250000 Penalty: 4495.477539
	Iteration 10Q: 3 clusters Score -1112128 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1112332.875000 Penalty: 4495.477539
	Iteration 11Q: 3 clusters Score -1112333 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1112587.875000 Penalty: 4495.477539
	Iteration 12Q: 3 clusters Score -1112588 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1112876.000000 Penalty: 4495.477539
	Iteration 13Q: 3 clusters Score -1112876 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1113108.750000 Penalty: 4495.477539
	Iteration 14Q: 3 clusters Score -1113109 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1113276.250000 Penalty: 4495.477539
	Iteration 15Q: 3 clusters Score -1113276 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1113419.500000 Penalty: 4495.477539
	Iteration 16Q: 3 clusters Score -1113420 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1113527.000000 Penalty: 4495.477539
	Iteration 17Q: 3 clusters Score -1113527 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1113600.250000 Penalty: 4495.477539
	Iteration 18Q: 3 clusters Score -1113600 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1113650.375000 Penalty: 4495.477539
	Iteration 19Q: 3 clusters Score -1113650 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1113684.375000 Penalty: 4495.477539
	Iteration 20F: 3 clusters Score -1113684 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1113708.125000 Penalty: 4495.477539
	Iteration 21Q: 3 clusters Score -1113708 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1113740.875000 Penalty: 4495.477539
	Iteration 22Q: 3 clusters Score -1113741 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1113762.875000 Penalty: 4495.477539
	Iteration 23Q: 3 clusters Score -1113763 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1113788.125000 Penalty: 4495.477539
	Iteration 24Q: 3 clusters Score -1113788 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1113813.125000 Penalty: 4495.477539
	Iteration 25Q: 3 clusters Score -1113813 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1113831.250000 Penalty: 4495.477539
	Iteration 26Q: 3 clusters Score -1113831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1113836.375000 Penalty: 4495.477539
	Iteration 27Q: 3 clusters Score -1113836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1113844.750000 Penalty: 4495.477539
	Iteration 28Q: 3 clusters Score -1113845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1113847.125000 Penalty: 4495.477539
	Iteration 29Q: 3 clusters Score -1113847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1113851.250000 Penalty: 4495.477539
	Iteration 30Q: 3 clusters Score -1113851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1113858.875000 Penalty: 4495.477539
	Iteration 31Q: 3 clusters Score -1113859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1113867.500000 Penalty: 4495.477539
	Iteration 32Q: 3 clusters Score -1113868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1113873.375000 Penalty: 4495.477539
	Iteration 33Q: 3 clusters Score -1113873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1113878.500000 Penalty: 4495.477539
	Iteration 34Q: 3 clusters Score -1113878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1113890.500000 Penalty: 4495.477539
	Iteration 35Q: 3 clusters Score -1113890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1113900.125000 Penalty: 4495.477539
	Iteration 36Q: 3 clusters Score -1113900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1113906.875000 Penalty: 4495.477539
	Iteration 37Q: 3 clusters Score -1113907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1113908.750000 Penalty: 4495.477539
	Iteration 38Q: 3 clusters Score -1113909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1113908.750000 Penalty: 4495.477539
	Iteration 39Q: 3 clusters Score -1113909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1113908.750000 Penalty: 4495.477539
	Iteration 40F: 3 clusters Score -1113909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -31724.115234 Penalty: 1423.468628
	Iteration 0F: 2 clusters Score -31724.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -30416.287109 Penalty: 2846.937256
	Iteration 0F: 3 clusters Score -30416.29 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -30614.203125 Penalty: 2846.937256
	Iteration 1F: 3 clusters Score -30614.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -30788.708984 Penalty: 2846.937256
	Iteration 2F: 3 clusters Score -30788.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -30927.929688 Penalty: 2846.937256
	Iteration 3Q: 3 clusters Score -30927.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -31068.837891 Penalty: 2846.937256
	Iteration 4Q: 3 clusters Score -31068.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -31240.458984 Penalty: 2846.937256
	Iteration 5F: 3 clusters Score -31240.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31331.958984 Penalty: 2846.937256
	Iteration 6Q: 3 clusters Score -31331.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31359.367188 Penalty: 2846.937256
	Iteration 7Q: 3 clusters Score -31359.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -31370.091797 Penalty: 2846.937256
	Iteration 8Q: 3 clusters Score -31370.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -31375.187500 Penalty: 2846.937256
	Iteration 9Q: 3 clusters Score -31375.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31385.484375 Penalty: 2846.937256
	Iteration 10Q: 3 clusters Score -31385.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31414.896484 Penalty: 2846.937256
	Iteration 11Q: 3 clusters Score -31414.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -31434.433594 Penalty: 2846.937256
	Iteration 12Q: 3 clusters Score -31434.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -31469.761719 Penalty: 2846.937256
	Iteration 13Q: 3 clusters Score -31469.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31492.429688 Penalty: 2846.937256
	Iteration 14Q: 3 clusters Score -31492.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31492.429688 Penalty: 2846.937256
	Iteration 15F: 3 clusters Score -31492.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -79593.578125 Penalty: 1632.342163
	Iteration 0F: 2 clusters Score -79593.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -77942.070312 Penalty: 3264.684326
	Iteration 0F: 3 clusters Score -77942.07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -78226.281250 Penalty: 3264.684326
	Iteration 1F: 3 clusters Score -78226.28 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -78443.375000 Penalty: 3264.684326
	Iteration 2F: 3 clusters Score -78443.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -78538.398438 Penalty: 3264.684326
	Iteration 3Q: 3 clusters Score -78538.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -78602.921875 Penalty: 3264.684326
	Iteration 4Q: 3 clusters Score -78602.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -78636.210938 Penalty: 3264.684326
	Iteration 5Q: 3 clusters Score -78636.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -78674.585938 Penalty: 3264.684326
	Iteration 6Q: 3 clusters Score -78674.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -78706.820312 Penalty: 3264.684326
	Iteration 7Q: 3 clusters Score -78706.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -78716.125000 Penalty: 3264.684326
	Iteration 8Q: 3 clusters Score -78716.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -78722.015625 Penalty: 3264.684326
	Iteration 9Q: 3 clusters Score -78722.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -78724.593750 Penalty: 3264.684326
	Iteration 10Q: 3 clusters Score -78724.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -78725.390625 Penalty: 3264.684326
	Iteration 11Q: 3 clusters Score -78725.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -78725.390625 Penalty: 3264.684326
	Iteration 12F: 3 clusters Score -78725.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Entering Unmasked Estep 
Score: -2624564.250000 Penalty: 2459.194580
	Iteration 0F: 2 clusters Score -2624564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -2610299.750000 Penalty: 4918.389160
	Iteration 0F: 3 clusters Score -2610300 nChanged 8863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2614949.500000 Penalty: 4918.389160
	Iteration 1F: 3 clusters Score -2614950 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -2615268.500000 Penalty: 4918.389160
	Iteration 2Q: 3 clusters Score -2615268 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2615512.750000 Penalty: 4918.389160
	Iteration 3Q: 3 clusters Score -2615513 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -2615738.500000 Penalty: 4918.389160
	Iteration 4Q: 3 clusters Score -2615738 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2615943.750000 Penalty: 4918.389160
	Iteration 5Q: 3 clusters Score -2615944 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2616133.500000 Penalty: 4918.389160
	Iteration 6Q: 3 clusters Score -2616134 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -2616371.500000 Penalty: 4918.389160
	Iteration 7Q: 3 clusters Score -2616372 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -2616606.250000 Penalty: 4918.389160
	Iteration 8Q: 3 clusters Score -2616606 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -2616956.250000 Penalty: 4918.389160
	Iteration 9Q: 3 clusters Score -2616956 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -2617420.250000 Penalty: 4918.389160
	Iteration 10Q: 3 clusters Score -2617420 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -2618051.250000 Penalty: 4918.389160
	Iteration 11Q: 3 clusters Score -2618051 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -2618878.750000 Penalty: 4918.389160
	Iteration 12F: 3 clusters Score -2618879 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -2619785.000000 Penalty: 4918.389160
	Iteration 13F: 3 clusters Score -2619785 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2620663.500000 Penalty: 4918.389160
	Iteration 14Q: 3 clusters Score -2620664 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2621349.250000 Penalty: 4918.389160
	Iteration 15Q: 3 clusters Score -2621349 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2621792.500000 Penalty: 4918.389160
	Iteration 16Q: 3 clusters Score -2621792 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2622051.000000 Penalty: 4918.389160
	Iteration 17Q: 3 clusters Score -2622051 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2622180.250000 Penalty: 4918.389160
	Iteration 18Q: 3 clusters Score -2622180 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2622243.750000 Penalty: 4918.389160
	Iteration 19Q: 3 clusters Score -2622244 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2622291.750000 Penalty: 4918.389160
	Iteration 20F: 3 clusters Score -2622292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2622321.500000 Penalty: 4918.389160
	Iteration 21Q: 3 clusters Score -2622322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2622341.500000 Penalty: 4918.389160
	Iteration 22Q: 3 clusters Score -2622342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2622353.250000 Penalty: 4918.389160
	Iteration 23Q: 3 clusters Score -2622353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2622360.000000 Penalty: 4918.389160
	Iteration 24Q: 3 clusters Score -2622360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2622360.750000 Penalty: 4918.389160
	Iteration 25Q: 3 clusters Score -2622361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2622364.750000 Penalty: 4918.389160
	Iteration 26Q: 3 clusters Score -2622365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2622366.000000 Penalty: 4918.389160
	Iteration 27Q: 3 clusters Score -2622366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2622368.750000 Penalty: 4918.389160
	Iteration 28Q: 3 clusters Score -2622369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2622368.000000 Penalty: 4918.389160
	Iteration 29Q: 3 clusters Score -2622368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2622367.750000 Penalty: 4918.389160
	Iteration 30Q: 3 clusters Score -2622368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2622367.750000 Penalty: 4918.389160
	Iteration 31F: 3 clusters Score -2622368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -88906.023438 Penalty: 1632.342163
	Iteration 0F: 2 clusters Score -88906.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -87181.867188 Penalty: 3264.684326
	Iteration 0F: 3 clusters Score -87181.87 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -87367.820312 Penalty: 3264.684326
	Iteration 1F: 3 clusters Score -87367.82 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -87421.437500 Penalty: 3264.684326
	Iteration 2Q: 3 clusters Score -87421.44 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -87460.640625 Penalty: 3264.684326
	Iteration 3Q: 3 clusters Score -87460.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -87481.250000 Penalty: 3264.684326
	Iteration 4Q: 3 clusters Score -87481.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -87494.398438 Penalty: 3264.684326
	Iteration 5Q: 3 clusters Score -87494.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -87503.937500 Penalty: 3264.684326
	Iteration 6Q: 3 clusters Score -87503.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -87511.171875 Penalty: 3264.684326
	Iteration 7Q: 3 clusters Score -87511.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -87512.312500 Penalty: 3264.684326
	Iteration 8Q: 3 clusters Score -87512.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -87515.351562 Penalty: 3264.684326
	Iteration 9Q: 3 clusters Score -87515.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -87515.351562 Penalty: 3264.684326
	Iteration 10F: 3 clusters Score -87515.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -16830.746094 Penalty: 1269.262451
	Iteration 0F: 2 clusters Score -16830.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -15813.756836 Penalty: 2538.524902
	Iteration 0F: 3 clusters Score -15813.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -15835.488281 Penalty: 2538.524902
	Iteration 1Q: 3 clusters Score -15835.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -15835.488281 Penalty: 2538.524902
	Iteration 2F: 3 clusters Score -15835.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3479 members 
Mstep: Class 3 contains 41680 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 852 members 
Mstep: Class 6 contains 6186 members 
Mstep: Class 7 contains 11047 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105846 members 
Mstep: Class 11 contains 7087 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22745 members 
Mstep: Class 14 contains 13271 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8634 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20254 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706532.000000 Penalty: 74389.843750
Iteration 119Q: 24 clusters Score -5.770653e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3753 members 
Mstep: Class 3 contains 41808 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 837 members 
Mstep: Class 6 contains 6160 members 
Mstep: Class 7 contains 11093 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 106136 members 
Mstep: Class 11 contains 7095 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22826 members 
Mstep: Class 14 contains 13318 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8672 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20313 members 
Mstep: Class 20 contains 729 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 209808 members 
Mstep: Class 23 contains 1435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707080.000000 Penalty: 74389.843750
Iteration 120F: 24 clusters Score -5.770708e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3896 members 
Mstep: Class 3 contains 41656 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 6058 members 
Mstep: Class 7 contains 11114 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 106048 members 
Mstep: Class 11 contains 7098 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22785 members 
Mstep: Class 14 contains 13278 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8653 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20293 members 
Mstep: Class 20 contains 731 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 210109 members 
Mstep: Class 23 contains 1430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707360.000000 Penalty: 74389.843750
Iteration 121Q: 24 clusters Score -5.770736e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3997 members 
Mstep: Class 3 contains 41576 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 5987 members 
Mstep: Class 7 contains 11136 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 106002 members 
Mstep: Class 11 contains 7100 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22762 members 
Mstep: Class 14 contains 13275 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8627 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20283 members 
Mstep: Class 20 contains 731 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 210246 members 
Mstep: Class 23 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707380.000000 Penalty: 74389.843750
Iteration 122Q: 24 clusters Score -5.770738e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4073 members 
Mstep: Class 3 contains 41518 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 5914 members 
Mstep: Class 7 contains 11153 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105956 members 
Mstep: Class 11 contains 7098 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22745 members 
Mstep: Class 14 contains 13297 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8608 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20289 members 
Mstep: Class 20 contains 731 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 210335 members 
Mstep: Class 23 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707292.000000 Penalty: 74389.843750
Iteration 123Q: 24 clusters Score -5.770729e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4138 members 
Mstep: Class 3 contains 41492 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 5867 members 
Mstep: Class 7 contains 11164 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105927 members 
Mstep: Class 11 contains 7091 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22721 members 
Mstep: Class 14 contains 13315 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8597 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20289 members 
Mstep: Class 20 contains 731 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 210389 members 
Mstep: Class 23 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707328.000000 Penalty: 74389.843750
Iteration 124Q: 24 clusters Score -5.770733e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4197 members 
Mstep: Class 3 contains 41473 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 5816 members 
Mstep: Class 7 contains 11178 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105902 members 
Mstep: Class 11 contains 7093 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22709 members 
Mstep: Class 14 contains 13344 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8584 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20296 members 
Mstep: Class 20 contains 731 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 210402 members 
Mstep: Class 23 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707264.000000 Penalty: 74389.843750
Iteration 125Q: 24 clusters Score -5.770726e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4270 members 
Mstep: Class 3 contains 41455 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 5764 members 
Mstep: Class 7 contains 11194 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105889 members 
Mstep: Class 11 contains 7092 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22704 members 
Mstep: Class 14 contains 13382 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8579 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20301 members 
Mstep: Class 20 contains 731 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 210365 members 
Mstep: Class 23 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707328.000000 Penalty: 74389.843750
Iteration 126Q: 24 clusters Score -5.770733e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4332 members 
Mstep: Class 3 contains 41455 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 5706 members 
Mstep: Class 7 contains 11201 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105876 members 
Mstep: Class 11 contains 7090 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22695 members 
Mstep: Class 14 contains 13418 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8572 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20305 members 
Mstep: Class 20 contains 731 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 210337 members 
Mstep: Class 23 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707332.000000 Penalty: 74389.843750
Iteration 127Q: 24 clusters Score -5.770733e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4395 members 
Mstep: Class 3 contains 41448 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 5647 members 
Mstep: Class 7 contains 11206 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105867 members 
Mstep: Class 11 contains 7090 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22693 members 
Mstep: Class 14 contains 13463 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8563 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20305 members 
Mstep: Class 20 contains 730 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 210310 members 
Mstep: Class 23 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 128Q: 24 clusters Score -5.770739e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4456 members 
Mstep: Class 3 contains 41436 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 5599 members 
Mstep: Class 7 contains 11218 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105867 members 
Mstep: Class 11 contains 7082 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22697 members 
Mstep: Class 14 contains 13497 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8553 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20310 members 
Mstep: Class 20 contains 729 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 210274 members 
Mstep: Class 23 contains 1429 members 
Entering Unmasked Estep 
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Iteration 129Q: 24 clusters Score -5.77073e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4499 members 
Mstep: Class 3 contains 41430 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 5553 members 
Mstep: Class 7 contains 11222 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105866 members 
Mstep: Class 11 contains 7079 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22697 members 
Mstep: Class 14 contains 13528 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8544 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20312 members 
Mstep: Class 20 contains 729 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 210258 members 
Mstep: Class 23 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 130Q: 24 clusters Score -5.770727e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4545 members 
Mstep: Class 3 contains 41416 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 5504 members 
Mstep: Class 7 contains 11227 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105874 members 
Mstep: Class 11 contains 7075 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22698 members 
Mstep: Class 14 contains 13564 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8538 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20313 members 
Mstep: Class 20 contains 729 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 210228 members 
Mstep: Class 23 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 131Q: 24 clusters Score -5.770735e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4585 members 
Mstep: Class 3 contains 41415 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 5454 members 
Mstep: Class 7 contains 11233 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105873 members 
Mstep: Class 11 contains 7072 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22693 members 
Mstep: Class 14 contains 13604 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8533 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20314 members 
Mstep: Class 20 contains 729 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 210206 members 
Mstep: Class 23 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 132Q: 24 clusters Score -5.770736e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 41412 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 5389 members 
Mstep: Class 7 contains 11237 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105868 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22687 members 
Mstep: Class 14 contains 13653 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8529 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20318 members 
Mstep: Class 20 contains 730 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 210194 members 
Mstep: Class 23 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 133Q: 24 clusters Score -5.770746e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4646 members 
Mstep: Class 3 contains 41409 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 5336 members 
Mstep: Class 7 contains 11246 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105859 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22679 members 
Mstep: Class 14 contains 13697 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8529 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20320 members 
Mstep: Class 20 contains 730 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 210188 members 
Mstep: Class 23 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707612.000000 Penalty: 74389.843750
Iteration 134Q: 24 clusters Score -5.770761e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4677 members 
Mstep: Class 3 contains 41403 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 5279 members 
Mstep: Class 7 contains 11253 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105853 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22680 members 
Mstep: Class 14 contains 13740 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8529 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20321 members 
Mstep: Class 20 contains 730 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 210173 members 
Mstep: Class 23 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707648.000000 Penalty: 74389.843750
Iteration 135Q: 24 clusters Score -5.770765e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4710 members 
Mstep: Class 3 contains 41407 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 11257 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105845 members 
Mstep: Class 11 contains 7072 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22683 members 
Mstep: Class 14 contains 13793 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8528 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20323 members 
Mstep: Class 20 contains 730 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 210143 members 
Mstep: Class 23 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 136Q: 24 clusters Score -5.770768e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4741 members 
Mstep: Class 3 contains 41394 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 5151 members 
Mstep: Class 7 contains 11258 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105842 members 
Mstep: Class 11 contains 7071 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22688 members 
Mstep: Class 14 contains 13849 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8527 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20324 members 
Mstep: Class 20 contains 730 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 210132 members 
Mstep: Class 23 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707700.000000 Penalty: 74389.843750
Iteration 137Q: 24 clusters Score -5.77077e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4766 members 
Mstep: Class 3 contains 41385 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 5076 members 
Mstep: Class 7 contains 11263 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105833 members 
Mstep: Class 11 contains 7070 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22692 members 
Mstep: Class 14 contains 13908 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8530 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20323 members 
Mstep: Class 20 contains 730 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 210128 members 
Mstep: Class 23 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707736.000000 Penalty: 74389.843750
Iteration 138Q: 24 clusters Score -5.770774e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4784 members 
Mstep: Class 3 contains 41381 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 5016 members 
Mstep: Class 7 contains 11272 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105832 members 
Mstep: Class 11 contains 7068 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22691 members 
Mstep: Class 14 contains 13962 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8529 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20322 members 
Mstep: Class 20 contains 730 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 210113 members 
Mstep: Class 23 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707776.000000 Penalty: 74389.843750
Iteration 139Q: 24 clusters Score -5.770778e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4797 members 
Mstep: Class 3 contains 41381 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 4949 members 
Mstep: Class 7 contains 11276 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105833 members 
Mstep: Class 11 contains 7066 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22693 members 
Mstep: Class 14 contains 14024 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8529 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20320 members 
Mstep: Class 20 contains 730 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 210105 members 
Mstep: Class 23 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707816.000000 Penalty: 74389.843750
Iteration 140F: 24 clusters Score -5.770782e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4806 members 
Mstep: Class 3 contains 41378 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 4896 members 
Mstep: Class 7 contains 11282 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105841 members 
Mstep: Class 11 contains 7057 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22696 members 
Mstep: Class 14 contains 14078 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8529 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20321 members 
Mstep: Class 20 contains 730 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 210091 members 
Mstep: Class 23 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707760.000000 Penalty: 74389.843750
Iteration 141Q: 24 clusters Score -5.770776e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4810 members 
Mstep: Class 3 contains 41370 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 4855 members 
Mstep: Class 7 contains 11288 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105844 members 
Mstep: Class 11 contains 7052 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22697 members 
Mstep: Class 14 contains 14132 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8527 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20320 members 
Mstep: Class 20 contains 730 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 210084 members 
Mstep: Class 23 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707736.000000 Penalty: 74389.843750
Iteration 142Q: 24 clusters Score -5.770774e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4815 members 
Mstep: Class 3 contains 41370 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 4809 members 
Mstep: Class 7 contains 11285 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105838 members 
Mstep: Class 11 contains 7051 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22703 members 
Mstep: Class 14 contains 14184 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8524 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20320 members 
Mstep: Class 20 contains 730 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 210084 members 
Mstep: Class 23 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 143Q: 24 clusters Score -5.770783e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4823 members 
Mstep: Class 3 contains 41367 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 4759 members 
Mstep: Class 7 contains 11286 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105839 members 
Mstep: Class 11 contains 7049 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22706 members 
Mstep: Class 14 contains 14231 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8518 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20319 members 
Mstep: Class 20 contains 730 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 210091 members 
Mstep: Class 23 contains 1429 members 
Entering Unmasked Estep 
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Iteration 144Q: 24 clusters Score -5.77078e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4825 members 
Mstep: Class 3 contains 41366 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 4708 members 
Mstep: Class 7 contains 11287 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105845 members 
Mstep: Class 11 contains 7045 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22706 members 
Mstep: Class 14 contains 14281 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8516 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20319 members 
Mstep: Class 20 contains 730 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 210095 members 
Mstep: Class 23 contains 1429 members 
Entering Unmasked Estep 
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Iteration 145Q: 24 clusters Score -5.770784e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4828 members 
Mstep: Class 3 contains 41362 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 4667 members 
Mstep: Class 7 contains 11288 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105843 members 
Mstep: Class 11 contains 7047 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22706 members 
Mstep: Class 14 contains 14328 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8515 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20318 members 
Mstep: Class 20 contains 730 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 210100 members 
Mstep: Class 23 contains 1429 members 
Entering Unmasked Estep 
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Iteration 146Q: 24 clusters Score -5.770782e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4831 members 
Mstep: Class 3 contains 41361 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 4627 members 
Mstep: Class 7 contains 11288 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105843 members 
Mstep: Class 11 contains 7047 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22704 members 
Mstep: Class 14 contains 14378 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8516 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20321 members 
Mstep: Class 20 contains 730 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 210093 members 
Mstep: Class 23 contains 1429 members 
Entering Unmasked Estep 
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Iteration 147Q: 24 clusters Score -5.77079e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4838 members 
Mstep: Class 3 contains 41358 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 4585 members 
Mstep: Class 7 contains 11287 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105843 members 
Mstep: Class 11 contains 7048 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22703 members 
Mstep: Class 14 contains 14422 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8517 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20322 members 
Mstep: Class 20 contains 730 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 210092 members 
Mstep: Class 23 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707928.000000 Penalty: 74389.843750
Iteration 148Q: 24 clusters Score -5.770793e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4847 members 
Mstep: Class 3 contains 41355 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 4539 members 
Mstep: Class 7 contains 11285 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105840 members 
Mstep: Class 11 contains 7049 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22700 members 
Mstep: Class 14 contains 14467 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8517 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20322 members 
Mstep: Class 20 contains 730 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 210098 members 
Mstep: Class 23 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707960.000000 Penalty: 74389.843750
Iteration 149Q: 24 clusters Score -5.770796e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 4851 members 
Mstep: Class 3 contains 41354 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 4480 members 
Mstep: Class 7 contains 11285 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105845 members 
Mstep: Class 11 contains 7047 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22697 members 
Mstep: Class 14 contains 14529 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8518 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20322 members 
Mstep: Class 20 contains 730 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 210095 members 
Mstep: Class 23 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707976.000000 Penalty: 74389.843750
Iteration 150Q: 24 clusters Score -5.770798e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4855 members 
Mstep: Class 3 contains 41354 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 4424 members 
Mstep: Class 7 contains 11286 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105853 members 
Mstep: Class 11 contains 7046 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22695 members 
Mstep: Class 14 contains 14591 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8518 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20322 members 
Mstep: Class 20 contains 730 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 210084 members 
Mstep: Class 23 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57708028.000000 Penalty: 74389.843750
Iteration 151Q: 24 clusters Score -5.770803e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4862 members 
Mstep: Class 3 contains 41357 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 4369 members 
Mstep: Class 7 contains 11286 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105858 members 
Mstep: Class 11 contains 7044 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22695 members 
Mstep: Class 14 contains 14643 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8518 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20322 members 
Mstep: Class 20 contains 730 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 210079 members 
Mstep: Class 23 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57708036.000000 Penalty: 74389.843750
Iteration 152Q: 24 clusters Score -5.770804e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4866 members 
Mstep: Class 3 contains 41357 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 4308 members 
Mstep: Class 7 contains 11287 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105862 members 
Mstep: Class 11 contains 7042 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22694 members 
Mstep: Class 14 contains 14712 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8518 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20322 members 
Mstep: Class 20 contains 730 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 210072 members 
Mstep: Class 23 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57708056.000000 Penalty: 74389.843750
Iteration 153Q: 24 clusters Score -5.770806e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4869 members 
Mstep: Class 3 contains 41358 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 4247 members 
Mstep: Class 7 contains 11289 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105857 members 
Mstep: Class 11 contains 7043 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22695 members 
Mstep: Class 14 contains 14776 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8518 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20322 members 
Mstep: Class 20 contains 730 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 210065 members 
Mstep: Class 23 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57708080.000000 Penalty: 74389.843750
Iteration 154Q: 24 clusters Score -5.770808e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4873 members 
Mstep: Class 3 contains 41356 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 4206 members 
Mstep: Class 7 contains 11293 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105857 members 
Mstep: Class 11 contains 7043 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22695 members 
Mstep: Class 14 contains 14825 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8518 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20322 members 
Mstep: Class 20 contains 730 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 210049 members 
Mstep: Class 23 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57708048.000000 Penalty: 74389.843750
Iteration 155Q: 24 clusters Score -5.770805e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4875 members 
Mstep: Class 3 contains 41357 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 4166 members 
Mstep: Class 7 contains 11296 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105859 members 
Mstep: Class 11 contains 7044 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22695 members 
Mstep: Class 14 contains 14879 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8518 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20322 members 
Mstep: Class 20 contains 730 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 210026 members 
Mstep: Class 23 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57708148.000000 Penalty: 74389.843750
Iteration 156Q: 24 clusters Score -5.770815e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 41356 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 4126 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105860 members 
Mstep: Class 11 contains 7043 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22697 members 
Mstep: Class 14 contains 14918 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8518 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20322 members 
Mstep: Class 20 contains 730 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 210022 members 
Mstep: Class 23 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57708176.000000 Penalty: 74389.843750
Iteration 157Q: 24 clusters Score -5.770818e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 41354 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 4072 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105861 members 
Mstep: Class 11 contains 7044 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22695 members 
Mstep: Class 14 contains 14964 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8518 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20322 members 
Mstep: Class 20 contains 730 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 210032 members 
Mstep: Class 23 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57708180.000000 Penalty: 74389.843750
Iteration 158Q: 24 clusters Score -5.770818e+07 nChanged 121
Entering ConstructFrom: 
Score: -57708180.000000 Penalty: 74389.843750
Entering ConstructFrom: 
Trying to split cluster 1 (2692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Entering Unmasked Estep 
Score: -328592.218750 Penalty: 1958.713867
	Iteration 0F: 2 clusters Score -328592.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -325520.468750 Penalty: 3917.427734
	Iteration 0F: 3 clusters Score -325520.5 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -326109.562500 Penalty: 3917.427734
	Iteration 1F: 3 clusters Score -326109.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -326256.656250 Penalty: 3917.427734
	Iteration 2F: 3 clusters Score -326256.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -326354.375000 Penalty: 3917.427734
	Iteration 3Q: 3 clusters Score -326354.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -326435.718750 Penalty: 3917.427734
	Iteration 4Q: 3 clusters Score -326435.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -326506.843750 Penalty: 3917.427734
	Iteration 5Q: 3 clusters Score -326506.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -326561.500000 Penalty: 3917.427734
	Iteration 6Q: 3 clusters Score -326561.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -326611.406250 Penalty: 3917.427734
	Iteration 7Q: 3 clusters Score -326611.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -326678.031250 Penalty: 3917.427734
	Iteration 8Q: 3 clusters Score -326678 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -326727.062500 Penalty: 3917.427734
	Iteration 9Q: 3 clusters Score -326727.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -326766.156250 Penalty: 3917.427734
	Iteration 10Q: 3 clusters Score -326766.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -326802.343750 Penalty: 3917.427734
	Iteration 11Q: 3 clusters Score -326802.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -326824.000000 Penalty: 3917.427734
	Iteration 12Q: 3 clusters Score -326824 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -326847.000000 Penalty: 3917.427734
	Iteration 13Q: 3 clusters Score -326847 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -326871.687500 Penalty: 3917.427734
	Iteration 14Q: 3 clusters Score -326871.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -326893.218750 Penalty: 3917.427734
	Iteration 15Q: 3 clusters Score -326893.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -326919.906250 Penalty: 3917.427734
	Iteration 16Q: 3 clusters Score -326919.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -326939.437500 Penalty: 3917.427734
	Iteration 17Q: 3 clusters Score -326939.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -326948.093750 Penalty: 3917.427734
	Iteration 18Q: 3 clusters Score -326948.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -326961.218750 Penalty: 3917.427734
	Iteration 19Q: 3 clusters Score -326961.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -326973.656250 Penalty: 3917.427734
	Iteration 20F: 3 clusters Score -326973.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -326985.156250 Penalty: 3917.427734
	Iteration 21Q: 3 clusters Score -326985.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -326998.500000 Penalty: 3917.427734
	Iteration 22Q: 3 clusters Score -326998.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -327007.718750 Penalty: 3917.427734
	Iteration 23Q: 3 clusters Score -327007.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -327016.843750 Penalty: 3917.427734
	Iteration 24Q: 3 clusters Score -327016.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -327021.406250 Penalty: 3917.427734
	Iteration 25Q: 3 clusters Score -327021.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -327026.406250 Penalty: 3917.427734
	Iteration 26Q: 3 clusters Score -327026.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -327032.125000 Penalty: 3917.427734
	Iteration 27Q: 3 clusters Score -327032.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -327038.156250 Penalty: 3917.427734
	Iteration 28Q: 3 clusters Score -327038.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -327041.218750 Penalty: 3917.427734
	Iteration 29Q: 3 clusters Score -327041.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -327046.437500 Penalty: 3917.427734
	Iteration 30Q: 3 clusters Score -327046.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -327048.843750 Penalty: 3917.427734
	Iteration 31Q: 3 clusters Score -327048.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -327052.968750 Penalty: 3917.427734
	Iteration 32Q: 3 clusters Score -327053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -327056.781250 Penalty: 3917.427734
	Iteration 33Q: 3 clusters Score -327056.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -327061.687500 Penalty: 3917.427734
	Iteration 34Q: 3 clusters Score -327061.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -327070.406250 Penalty: 3917.427734
	Iteration 35Q: 3 clusters Score -327070.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -327079.812500 Penalty: 3917.427734
	Iteration 36Q: 3 clusters Score -327079.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -327088.218750 Penalty: 3917.427734
	Iteration 37Q: 3 clusters Score -327088.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -327091.718750 Penalty: 3917.427734
	Iteration 38Q: 3 clusters Score -327091.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -327094.312500 Penalty: 3917.427734
	Iteration 39Q: 3 clusters Score -327094.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -327096.937500 Penalty: 3917.427734
	Iteration 40F: 3 clusters Score -327096.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -327098.875000 Penalty: 3917.427734
	Iteration 41Q: 3 clusters Score -327098.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -327099.031250 Penalty: 3917.427734
	Iteration 42Q: 3 clusters Score -327099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -327099.031250 Penalty: 3917.427734
	Iteration 43F: 3 clusters Score -327099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Entering Unmasked Estep 
Score: -632438.125000 Penalty: 2106.188477
	Iteration 0F: 2 clusters Score -632438.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -627993.250000 Penalty: 4212.376953
	Iteration 0F: 3 clusters Score -627993.2 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -628980.125000 Penalty: 4212.376953
	Iteration 1F: 3 clusters Score -628980.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -629153.125000 Penalty: 4212.376953
	Iteration 2F: 3 clusters Score -629153.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -629259.437500 Penalty: 4212.376953
	Iteration 3Q: 3 clusters Score -629259.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -629337.625000 Penalty: 4212.376953
	Iteration 4Q: 3 clusters Score -629337.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -629385.250000 Penalty: 4212.376953
	Iteration 5Q: 3 clusters Score -629385.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -629427.250000 Penalty: 4212.376953
	Iteration 6Q: 3 clusters Score -629427.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -629457.625000 Penalty: 4212.376953
	Iteration 7Q: 3 clusters Score -629457.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -629486.500000 Penalty: 4212.376953
	Iteration 8Q: 3 clusters Score -629486.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -629509.687500 Penalty: 4212.376953
	Iteration 9Q: 3 clusters Score -629509.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -629535.687500 Penalty: 4212.376953
	Iteration 10Q: 3 clusters Score -629535.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -629548.750000 Penalty: 4212.376953
	Iteration 11Q: 3 clusters Score -629548.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -629556.937500 Penalty: 4212.376953
	Iteration 12Q: 3 clusters Score -629556.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -629563.375000 Penalty: 4212.376953
	Iteration 13Q: 3 clusters Score -629563.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -629567.500000 Penalty: 4212.376953
	Iteration 14Q: 3 clusters Score -629567.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -629577.250000 Penalty: 4212.376953
	Iteration 15Q: 3 clusters Score -629577.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -629584.750000 Penalty: 4212.376953
	Iteration 16Q: 3 clusters Score -629584.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -629594.437500 Penalty: 4212.376953
	Iteration 17Q: 3 clusters Score -629594.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -629608.250000 Penalty: 4212.376953
	Iteration 18Q: 3 clusters Score -629608.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -629618.000000 Penalty: 4212.376953
	Iteration 19Q: 3 clusters Score -629618 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -629631.312500 Penalty: 4212.376953
	Iteration 20F: 3 clusters Score -629631.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -629638.000000 Penalty: 4212.376953
	Iteration 21Q: 3 clusters Score -629638 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -629645.500000 Penalty: 4212.376953
	Iteration 22Q: 3 clusters Score -629645.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -629653.937500 Penalty: 4212.376953
	Iteration 23Q: 3 clusters Score -629653.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -629660.625000 Penalty: 4212.376953
	Iteration 24Q: 3 clusters Score -629660.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -629665.812500 Penalty: 4212.376953
	Iteration 25Q: 3 clusters Score -629665.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -629679.250000 Penalty: 4212.376953
	Iteration 26Q: 3 clusters Score -629679.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -629696.687500 Penalty: 4212.376953
	Iteration 27Q: 3 clusters Score -629696.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -629710.750000 Penalty: 4212.376953
	Iteration 28Q: 3 clusters Score -629710.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -629727.875000 Penalty: 4212.376953
	Iteration 29Q: 3 clusters Score -629727.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -629744.062500 Penalty: 4212.376953
	Iteration 30Q: 3 clusters Score -629744.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -629766.187500 Penalty: 4212.376953
	Iteration 31Q: 3 clusters Score -629766.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -629794.750000 Penalty: 4212.376953
	Iteration 32Q: 3 clusters Score -629794.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -629823.937500 Penalty: 4212.376953
	Iteration 33Q: 3 clusters Score -629823.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -629859.312500 Penalty: 4212.376953
	Iteration 34Q: 3 clusters Score -629859.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -629898.000000 Penalty: 4212.376953
	Iteration 35Q: 3 clusters Score -629898 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -629939.125000 Penalty: 4212.376953
	Iteration 36Q: 3 clusters Score -629939.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -629983.312500 Penalty: 4212.376953
	Iteration 37Q: 3 clusters Score -629983.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -630030.937500 Penalty: 4212.376953
	Iteration 38Q: 3 clusters Score -630030.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -630077.812500 Penalty: 4212.376953
	Iteration 39Q: 3 clusters Score -630077.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -630125.125000 Penalty: 4212.376953
	Iteration 40F: 3 clusters Score -630125.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -630181.562500 Penalty: 4212.376953
	Iteration 41Q: 3 clusters Score -630181.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -630225.187500 Penalty: 4212.376953
	Iteration 42Q: 3 clusters Score -630225.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -630261.437500 Penalty: 4212.376953
	Iteration 43Q: 3 clusters Score -630261.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -630305.500000 Penalty: 4212.376953
	Iteration 44Q: 3 clusters Score -630305.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -630353.625000 Penalty: 4212.376953
	Iteration 45Q: 3 clusters Score -630353.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -630410.312500 Penalty: 4212.376953
	Iteration 46Q: 3 clusters Score -630410.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -630449.062500 Penalty: 4212.376953
	Iteration 47Q: 3 clusters Score -630449.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -630473.625000 Penalty: 4212.376953
	Iteration 48Q: 3 clusters Score -630473.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -630495.812500 Penalty: 4212.376953
	Iteration 49Q: 3 clusters Score -630495.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -630522.562500 Penalty: 4212.376953
	Iteration 50Q: 3 clusters Score -630522.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -630537.437500 Penalty: 4212.376953
	Iteration 51Q: 3 clusters Score -630537.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -630547.750000 Penalty: 4212.376953
	Iteration 52Q: 3 clusters Score -630547.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -630555.375000 Penalty: 4212.376953
	Iteration 53Q: 3 clusters Score -630555.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -630560.937500 Penalty: 4212.376953
	Iteration 54Q: 3 clusters Score -630560.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -630569.875000 Penalty: 4212.376953
	Iteration 55Q: 3 clusters Score -630569.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -630574.812500 Penalty: 4212.376953
	Iteration 56Q: 3 clusters Score -630574.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -630575.875000 Penalty: 4212.376953
	Iteration 57Q: 3 clusters Score -630575.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -630577.375000 Penalty: 4212.376953
	Iteration 58Q: 3 clusters Score -630577.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -630579.312500 Penalty: 4212.376953
	Iteration 59Q: 3 clusters Score -630579.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -630581.625000 Penalty: 4212.376953
	Iteration 60F: 3 clusters Score -630581.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -630583.187500 Penalty: 4212.376953
	Iteration 61Q: 3 clusters Score -630583.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -630584.187500 Penalty: 4212.376953
	Iteration 62Q: 3 clusters Score -630584.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -630585.812500 Penalty: 4212.376953
	Iteration 63Q: 3 clusters Score -630585.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -630589.625000 Penalty: 4212.376953
	Iteration 64Q: 3 clusters Score -630589.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -630592.437500 Penalty: 4212.376953
	Iteration 65Q: 3 clusters Score -630592.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -630597.375000 Penalty: 4212.376953
	Iteration 66Q: 3 clusters Score -630597.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -630600.500000 Penalty: 4212.376953
	Iteration 67Q: 3 clusters Score -630600.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -630604.687500 Penalty: 4212.376953
	Iteration 68Q: 3 clusters Score -630604.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -630609.187500 Penalty: 4212.376953
	Iteration 69Q: 3 clusters Score -630609.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -630610.062500 Penalty: 4212.376953
	Iteration 70Q: 3 clusters Score -630610.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -630612.062500 Penalty: 4212.376953
	Iteration 71Q: 3 clusters Score -630612.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -630612.937500 Penalty: 4212.376953
	Iteration 72Q: 3 clusters Score -630612.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -630612.937500 Penalty: 4212.376953
	Iteration 73F: 3 clusters Score -630612.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41353 members 
Entering Unmasked Estep 
Score: -5309848.500000 Penalty: 2636.215088
	Iteration 0F: 2 clusters Score -5309848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -5281917.500000 Penalty: 5272.430176
	Iteration 0F: 3 clusters Score -5281918 nChanged 19015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -5292700.500000 Penalty: 5272.430176
	Iteration 1F: 3 clusters Score -5292700 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -5293635.000000 Penalty: 5272.430176
	Iteration 2F: 3 clusters Score -5293635 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -5294646.000000 Penalty: 5272.430176
	Iteration 3F: 3 clusters Score -5294646 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -5295617.000000 Penalty: 5272.430176
	Iteration 4F: 3 clusters Score -5295617 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -5296633.500000 Penalty: 5272.430176
	Iteration 5F: 3 clusters Score -5296634 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -5297825.000000 Penalty: 5272.430176
	Iteration 6F: 3 clusters Score -5297825 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -5299289.000000 Penalty: 5272.430176
	Iteration 7F: 3 clusters Score -5299289 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -5300868.500000 Penalty: 5272.430176
	Iteration 8F: 3 clusters Score -5300868 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -5301946.500000 Penalty: 5272.430176
	Iteration 9Q: 3 clusters Score -5301946 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -5302380.500000 Penalty: 5272.430176
	Iteration 10Q: 3 clusters Score -5302380 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -5302591.500000 Penalty: 5272.430176
	Iteration 11Q: 3 clusters Score -5302592 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -5302741.000000 Penalty: 5272.430176
	Iteration 12Q: 3 clusters Score -5302741 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -5302840.500000 Penalty: 5272.430176
	Iteration 13Q: 3 clusters Score -5302840 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -5302954.000000 Penalty: 5272.430176
	Iteration 14Q: 3 clusters Score -5302954 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -5303040.500000 Penalty: 5272.430176
	Iteration 15Q: 3 clusters Score -5303040 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -5303099.000000 Penalty: 5272.430176
	Iteration 16Q: 3 clusters Score -5303099 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -5303213.000000 Penalty: 5272.430176
	Iteration 17Q: 3 clusters Score -5303213 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -5303325.500000 Penalty: 5272.430176
	Iteration 18Q: 3 clusters Score -5303326 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -5303425.500000 Penalty: 5272.430176
	Iteration 19Q: 3 clusters Score -5303426 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -5303476.000000 Penalty: 5272.430176
	Iteration 20F: 3 clusters Score -5303476 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -5303586.500000 Penalty: 5272.430176
	Iteration 21Q: 3 clusters Score -5303586 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5303652 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -5303741.500000 Penalty: 5272.430176
	Iteration 23Q: 3 clusters Score -5303742 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5303829 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -5303966.500000 Penalty: 5272.430176
	Iteration 25Q: 3 clusters Score -5303966 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -5304130.500000 Penalty: 5272.430176
	Iteration 26Q: 3 clusters Score -5304130 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -5304260.500000 Penalty: 5272.430176
	Iteration 27Q: 3 clusters Score -5304260 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -5304386.000000 Penalty: 5272.430176
	Iteration 28Q: 3 clusters Score -5304386 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -5304577.500000 Penalty: 5272.430176
	Iteration 29Q: 3 clusters Score -5304578 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -5304712.500000 Penalty: 5272.430176
	Iteration 30Q: 3 clusters Score -5304712 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -5304835.000000 Penalty: 5272.430176
	Iteration 31Q: 3 clusters Score -5304835 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -5304959.500000 Penalty: 5272.430176
	Iteration 32Q: 3 clusters Score -5304960 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5305047 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 31049 members 
Entering Unmasked Estep 
Score: -5305173.500000 Penalty: 5272.430176
	Iteration 34Q: 3 clusters Score -5305174 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -5305290.000000 Penalty: 5272.430176
	Iteration 35Q: 3 clusters Score -5305290 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -5305380.000000 Penalty: 5272.430176
	Iteration 36Q: 3 clusters Score -5305380 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -5305476.500000 Penalty: 5272.430176
	Iteration 37Q: 3 clusters Score -5305476 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 32354 members 
Entering Unmasked Estep 
Score: -5305528.500000 Penalty: 5272.430176
	Iteration 38Q: 3 clusters Score -5305528 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
Score: -5305614.500000 Penalty: 5272.430176
	Iteration 39Q: 3 clusters Score -5305614 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -5305703.500000 Penalty: 5272.430176
	Iteration 40F: 3 clusters Score -5305704 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5305785 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -5305860.000000 Penalty: 5272.430176
	Iteration 42Q: 3 clusters Score -5305860 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -5305919.500000 Penalty: 5272.430176
	Iteration 43Q: 3 clusters Score -5305920 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -5305955.000000 Penalty: 5272.430176
	Iteration 44Q: 3 clusters Score -5305955 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -5306015.500000 Penalty: 5272.430176
	Iteration 45Q: 3 clusters Score -5306016 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -5306070.500000 Penalty: 5272.430176
	Iteration 46Q: 3 clusters Score -5306070 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -5306096.000000 Penalty: 5272.430176
	Iteration 47Q: 3 clusters Score -5306096 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -5306160.000000 Penalty: 5272.430176
	Iteration 48Q: 3 clusters Score -5306160 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -5306221.000000 Penalty: 5272.430176
	Iteration 49Q: 3 clusters Score -5306221 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -5306263.500000 Penalty: 5272.430176
	Iteration 50Q: 3 clusters Score -5306264 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -5306340.500000 Penalty: 5272.430176
	Iteration 51Q: 3 clusters Score -5306340 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -5306423.000000 Penalty: 5272.430176
	Iteration 52Q: 3 clusters Score -5306423 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -5306494.500000 Penalty: 5272.430176
	Iteration 53Q: 3 clusters Score -5306494 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 36421 members 
Entering Unmasked Estep 
Score: -5306574.000000 Penalty: 5272.430176
	Iteration 54Q: 3 clusters Score -5306574 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
Score: -5306659.000000 Penalty: 5272.430176
	Iteration 55Q: 3 clusters Score -5306659 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -5306740.000000 Penalty: 5272.430176
	Iteration 56Q: 3 clusters Score -5306740 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -5306789.000000 Penalty: 5272.430176
	Iteration 57Q: 3 clusters Score -5306789 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -5306824.000000 Penalty: 5272.430176
	Iteration 58Q: 3 clusters Score -5306824 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -5306869.500000 Penalty: 5272.430176
	Iteration 59Q: 3 clusters Score -5306870 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -5306917.000000 Penalty: 5272.430176
	Iteration 60F: 3 clusters Score -5306917 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -5306970.000000 Penalty: 5272.430176
	Iteration 61Q: 3 clusters Score -5306970 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 37863 members 
Entering Unmasked Estep 
Score: -5307003.500000 Penalty: 5272.430176
	Iteration 62Q: 3 clusters Score -5307004 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 37981 members 
Entering Unmasked Estep 
Score: -5307036.500000 Penalty: 5272.430176
	Iteration 63Q: 3 clusters Score -5307036 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -5307081.000000 Penalty: 5272.430176
	Iteration 64Q: 3 clusters Score -5307081 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -5307138.000000 Penalty: 5272.430176
	Iteration 65Q: 3 clusters Score -5307138 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 38370 members 
Entering Unmasked Estep 
Score: -5307218.000000 Penalty: 5272.430176
	Iteration 66Q: 3 clusters Score -5307218 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -5307265.000000 Penalty: 5272.430176
	Iteration 67Q: 3 clusters Score -5307265 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -5307295.000000 Penalty: 5272.430176
	Iteration 68Q: 3 clusters Score -5307295 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -5307319.500000 Penalty: 5272.430176
	Iteration 69Q: 3 clusters Score -5307320 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -5307347.000000 Penalty: 5272.430176
	Iteration 70Q: 3 clusters Score -5307347 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -5307352.500000 Penalty: 5272.430176
	Iteration 71Q: 3 clusters Score -5307352 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 38881 members 
Entering Unmasked Estep 
Score: -5307377.500000 Penalty: 5272.430176
	Iteration 72Q: 3 clusters Score -5307378 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 38929 members 
Entering Unmasked Estep 
Score: -5307398.000000 Penalty: 5272.430176
	Iteration 73Q: 3 clusters Score -5307398 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 38967 members 
Entering Unmasked Estep 
Score: -5307402.500000 Penalty: 5272.430176
	Iteration 74Q: 3 clusters Score -5307402 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -5307412.500000 Penalty: 5272.430176
	Iteration 75Q: 3 clusters Score -5307412 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -5307413.500000 Penalty: 5272.430176
	Iteration 76Q: 3 clusters Score -5307414 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 39085 members 
Entering Unmasked Estep 
Score: -5307422.500000 Penalty: 5272.430176
	Iteration 77Q: 3 clusters Score -5307422 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 39118 members 
Entering Unmasked Estep 
Score: -5307431.500000 Penalty: 5272.430176
	Iteration 78Q: 3 clusters Score -5307432 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 39153 members 
Entering Unmasked Estep 
Score: -5307434.000000 Penalty: 5272.430176
	Iteration 79Q: 3 clusters Score -5307434 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -5307442.500000 Penalty: 5272.430176
	Iteration 80F: 3 clusters Score -5307442 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -5307442.500000 Penalty: 5272.430176
	Iteration 81Q: 3 clusters Score -5307442 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 39249 members 
Entering Unmasked Estep 
Score: -5307452.000000 Penalty: 5272.430176
	Iteration 82Q: 3 clusters Score -5307452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -5307461.500000 Penalty: 5272.430176
	Iteration 83Q: 3 clusters Score -5307462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -5307464.000000 Penalty: 5272.430176
	Iteration 84Q: 3 clusters Score -5307464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -5307472.000000 Penalty: 5272.430176
	Iteration 85Q: 3 clusters Score -5307472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -5307479.500000 Penalty: 5272.430176
	Iteration 86Q: 3 clusters Score -5307480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -5307480.000000 Penalty: 5272.430176
	Iteration 87Q: 3 clusters Score -5307480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -5307488.500000 Penalty: 5272.430176
	Iteration 88Q: 3 clusters Score -5307488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -5307479.000000 Penalty: 5272.430176
	Iteration 89Q: 3 clusters Score -5307479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 39360 members 
Entering Unmasked Estep 
Score: -5307485.500000 Penalty: 5272.430176
	Iteration 90Q: 3 clusters Score -5307486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -5307489.500000 Penalty: 5272.430176
	Iteration 91Q: 3 clusters Score -5307490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -5307502.500000 Penalty: 5272.430176
	Iteration 92Q: 3 clusters Score -5307502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 39410 members 
Entering Unmasked Estep 
Score: -5307509.000000 Penalty: 5272.430176
	Iteration 93Q: 3 clusters Score -5307509 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 39432 members 
Entering Unmasked Estep 
Score: -5307511.500000 Penalty: 5272.430176
	Iteration 94Q: 3 clusters Score -5307512 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 39461 members 
Entering Unmasked Estep 
Score: -5307518.500000 Penalty: 5272.430176
	Iteration 95Q: 3 clusters Score -5307518 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -5307536.000000 Penalty: 5272.430176
	Iteration 96Q: 3 clusters Score -5307536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
Score: -5307544.000000 Penalty: 5272.430176
	Iteration 97Q: 3 clusters Score -5307544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
Score: -5307547.000000 Penalty: 5272.430176
	Iteration 98Q: 3 clusters Score -5307547 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
Score: -5307561.000000 Penalty: 5272.430176
	Iteration 99Q: 3 clusters Score -5307561 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 39559 members 
Entering Unmasked Estep 
Score: -5307564.500000 Penalty: 5272.430176
	Iteration 100F: 3 clusters Score -5307564 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 39586 members 
Entering Unmasked Estep 
Score: -5307569.000000 Penalty: 5272.430176
	Iteration 101Q: 3 clusters Score -5307569 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 39611 members 
Entering Unmasked Estep 
Score: -5307576.000000 Penalty: 5272.430176
	Iteration 102Q: 3 clusters Score -5307576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -5307576.500000 Penalty: 5272.430176
	Iteration 103Q: 3 clusters Score -5307576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 39655 members 
Entering Unmasked Estep 
Score: -5307578.000000 Penalty: 5272.430176
	Iteration 104Q: 3 clusters Score -5307578 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -5307587.500000 Penalty: 5272.430176
	Iteration 105Q: 3 clusters Score -5307588 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 39682 members 
Entering Unmasked Estep 
Score: -5307593.000000 Penalty: 5272.430176
	Iteration 106Q: 3 clusters Score -5307593 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 39693 members 
Entering Unmasked Estep 
Score: -5307583.500000 Penalty: 5272.430176
	Iteration 107Q: 3 clusters Score -5307584 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -5307592.000000 Penalty: 5272.430176
	Iteration 108Q: 3 clusters Score -5307592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5307597 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -5307596.000000 Penalty: 5272.430176
	Iteration 110Q: 3 clusters Score -5307596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -5307601.500000 Penalty: 5272.430176
	Iteration 111Q: 3 clusters Score -5307602 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 39740 members 
Entering Unmasked Estep 
Score: -5307604.500000 Penalty: 5272.430176
	Iteration 112Q: 3 clusters Score -5307604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
Score: -5307613.000000 Penalty: 5272.430176
	Iteration 113Q: 3 clusters Score -5307613 nChanged 3
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Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -5307609.500000 Penalty: 5272.430176
	Iteration 114Q: 3 clusters Score -5307610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -5307610.000000 Penalty: 5272.430176
	Iteration 115Q: 3 clusters Score -5307610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -5307606.500000 Penalty: 5272.430176
	Iteration 116Q: 3 clusters Score -5307606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -5307612.500000 Penalty: 5272.430176
	Iteration 117Q: 3 clusters Score -5307612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -5307612.500000 Penalty: 5272.430176
	Iteration 118F: 3 clusters Score -5307612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -41429.121094 Penalty: 1476.404297
	Iteration 0F: 2 clusters Score -41429.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40152.242188 Penalty: 2952.808594
	Iteration 0F: 3 clusters Score -40152.24 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -40518.484375 Penalty: 2952.808594
	Iteration 1F: 3 clusters Score -40518.48 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -40979.421875 Penalty: 2952.808594
	Iteration 2F: 3 clusters Score -40979.42 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -41260.859375 Penalty: 2952.808594
	Iteration 3F: 3 clusters Score -41260.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -41336.070312 Penalty: 2952.808594
	Iteration 4Q: 3 clusters Score -41336.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -41380.320312 Penalty: 2952.808594
	Iteration 5Q: 3 clusters Score -41380.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -41389.406250 Penalty: 2952.808594
	Iteration 6Q: 3 clusters Score -41389.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -41392.773438 Penalty: 2952.808594
	Iteration 7Q: 3 clusters Score -41392.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -41392.773438 Penalty: 2952.808594
	Iteration 8F: 3 clusters Score -41392.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Entering Unmasked Estep 
Score: -105707.992188 Penalty: 1668.105957
	Iteration 0F: 2 clusters Score -105708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -103836.882812 Penalty: 3336.211914
	Iteration 0F: 3 clusters Score -103836.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -104069.828125 Penalty: 3336.211914
	Iteration 1F: 3 clusters Score -104069.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -104142.960938 Penalty: 3336.211914
	Iteration 2F: 3 clusters Score -104143 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -104167.210938 Penalty: 3336.211914
	Iteration 3Q: 3 clusters Score -104167.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -104176.437500 Penalty: 3336.211914
	Iteration 4Q: 3 clusters Score -104176.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -104186.171875 Penalty: 3336.211914
	Iteration 5Q: 3 clusters Score -104186.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -104190.140625 Penalty: 3336.211914
	Iteration 6Q: 3 clusters Score -104190.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -104194.132812 Penalty: 3336.211914
	Iteration 7Q: 3 clusters Score -104194.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -104197.851562 Penalty: 3336.211914
	Iteration 8Q: 3 clusters Score -104197.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -104200.148438 Penalty: 3336.211914
	Iteration 9Q: 3 clusters Score -104200.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -104202.453125 Penalty: 3336.211914
	Iteration 10Q: 3 clusters Score -104202.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -104202.984375 Penalty: 3336.211914
	Iteration 11Q: 3 clusters Score -104203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -104202.984375 Penalty: 3336.211914
	Iteration 12F: 3 clusters Score -104203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Entering Unmasked Estep 
Score: -501863.281250 Penalty: 2057.543701
	Iteration 0F: 2 clusters Score -501863.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -497956.281250 Penalty: 4115.087402
	Iteration 0F: 3 clusters Score -497956.3 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -498829.125000 Penalty: 4115.087402
	Iteration 1F: 3 clusters Score -498829.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -499033.875000 Penalty: 4115.087402
	Iteration 2F: 3 clusters Score -499033.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -499143.656250 Penalty: 4115.087402
	Iteration 3Q: 3 clusters Score -499143.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -499211.531250 Penalty: 4115.087402
	Iteration 4Q: 3 clusters Score -499211.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -499261.000000 Penalty: 4115.087402
	Iteration 5Q: 3 clusters Score -499261 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -499301.687500 Penalty: 4115.087402
	Iteration 6Q: 3 clusters Score -499301.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -499335.187500 Penalty: 4115.087402
	Iteration 7Q: 3 clusters Score -499335.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -499357.593750 Penalty: 4115.087402
	Iteration 8Q: 3 clusters Score -499357.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -499377.031250 Penalty: 4115.087402
	Iteration 9Q: 3 clusters Score -499377 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -499390.093750 Penalty: 4115.087402
	Iteration 10Q: 3 clusters Score -499390.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -499402.000000 Penalty: 4115.087402
	Iteration 11Q: 3 clusters Score -499402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -499408.875000 Penalty: 4115.087402
	Iteration 12Q: 3 clusters Score -499408.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -499414.812500 Penalty: 4115.087402
	Iteration 13Q: 3 clusters Score -499414.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -499420.250000 Penalty: 4115.087402
	Iteration 14Q: 3 clusters Score -499420.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -499425.000000 Penalty: 4115.087402
	Iteration 15Q: 3 clusters Score -499425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -499426.968750 Penalty: 4115.087402
	Iteration 16Q: 3 clusters Score -499427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -499431.937500 Penalty: 4115.087402
	Iteration 17Q: 3 clusters Score -499431.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -499437.875000 Penalty: 4115.087402
	Iteration 18Q: 3 clusters Score -499437.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -499445.093750 Penalty: 4115.087402
	Iteration 19Q: 3 clusters Score -499445.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -499451.562500 Penalty: 4115.087402
	Iteration 20F: 3 clusters Score -499451.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -499456.781250 Penalty: 4115.087402
	Iteration 21Q: 3 clusters Score -499456.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -499459.937500 Penalty: 4115.087402
	Iteration 22Q: 3 clusters Score -499459.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -499461.843750 Penalty: 4115.087402
	Iteration 23Q: 3 clusters Score -499461.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -499463.125000 Penalty: 4115.087402
	Iteration 24Q: 3 clusters Score -499463.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -499465.406250 Penalty: 4115.087402
	Iteration 25Q: 3 clusters Score -499465.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -499468.406250 Penalty: 4115.087402
	Iteration 26Q: 3 clusters Score -499468.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -499470.781250 Penalty: 4115.087402
	Iteration 27Q: 3 clusters Score -499470.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -499472.968750 Penalty: 4115.087402
	Iteration 28Q: 3 clusters Score -499473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -499475.562500 Penalty: 4115.087402
	Iteration 29Q: 3 clusters Score -499475.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -499478.937500 Penalty: 4115.087402
	Iteration 30Q: 3 clusters Score -499478.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -499481.250000 Penalty: 4115.087402
	Iteration 31Q: 3 clusters Score -499481.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -499484.062500 Penalty: 4115.087402
	Iteration 32Q: 3 clusters Score -499484.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -499485.625000 Penalty: 4115.087402
	Iteration 33Q: 3 clusters Score -499485.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -499489.187500 Penalty: 4115.087402
	Iteration 34Q: 3 clusters Score -499489.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -499491.125000 Penalty: 4115.087402
	Iteration 35Q: 3 clusters Score -499491.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -499492.625000 Penalty: 4115.087402
	Iteration 36Q: 3 clusters Score -499492.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -499493.750000 Penalty: 4115.087402
	Iteration 37Q: 3 clusters Score -499493.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -499495.093750 Penalty: 4115.087402
	Iteration 38Q: 3 clusters Score -499495.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -499497.750000 Penalty: 4115.087402
	Iteration 39Q: 3 clusters Score -499497.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -499500.093750 Penalty: 4115.087402
	Iteration 40F: 3 clusters Score -499500.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -499502.375000 Penalty: 4115.087402
	Iteration 41Q: 3 clusters Score -499502.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -499503.312500 Penalty: 4115.087402
	Iteration 42Q: 3 clusters Score -499503.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -499506.062500 Penalty: 4115.087402
	Iteration 43Q: 3 clusters Score -499506.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -499507.000000 Penalty: 4115.087402
	Iteration 44Q: 3 clusters Score -499507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -499509.781250 Penalty: 4115.087402
	Iteration 45Q: 3 clusters Score -499509.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -499512.000000 Penalty: 4115.087402
	Iteration 46Q: 3 clusters Score -499512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -499512.468750 Penalty: 4115.087402
	Iteration 47Q: 3 clusters Score -499512.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -499512.531250 Penalty: 4115.087402
	Iteration 48Q: 3 clusters Score -499512.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -499512.937500 Penalty: 4115.087402
	Iteration 49Q: 3 clusters Score -499512.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -499512.687500 Penalty: 4115.087402
	Iteration 50Q: 3 clusters Score -499512.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -499513.437500 Penalty: 4115.087402
	Iteration 51Q: 3 clusters Score -499513.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -499513.437500 Penalty: 4115.087402
	Iteration 52F: 3 clusters Score -499513.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Entering Unmasked Estep 
Score: -1454108.875000 Penalty: 2314.430664
	Iteration 0F: 2 clusters Score -1454109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1445648.750000 Penalty: 4628.861328
	Iteration 0F: 3 clusters Score -1445649 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1448287.625000 Penalty: 4628.861328
	Iteration 1F: 3 clusters Score -1448288 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1448653.125000 Penalty: 4628.861328
	Iteration 2F: 3 clusters Score -1448653 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1448918.500000 Penalty: 4628.861328
	Iteration 3F: 3 clusters Score -1448918 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1449142.875000 Penalty: 4628.861328
	Iteration 4Q: 3 clusters Score -1449143 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1449355.875000 Penalty: 4628.861328
	Iteration 5Q: 3 clusters Score -1449356 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1449591.000000 Penalty: 4628.861328
	Iteration 6Q: 3 clusters Score -1449591 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1449860.000000 Penalty: 4628.861328
	Iteration 7Q: 3 clusters Score -1449860 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1450156.125000 Penalty: 4628.861328
	Iteration 8Q: 3 clusters Score -1450156 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1450451.250000 Penalty: 4628.861328
	Iteration 9Q: 3 clusters Score -1450451 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1450753.500000 Penalty: 4628.861328
	Iteration 10Q: 3 clusters Score -1450754 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1451023.375000 Penalty: 4628.861328
	Iteration 11Q: 3 clusters Score -1451023 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1451261.000000 Penalty: 4628.861328
	Iteration 12Q: 3 clusters Score -1451261 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1451440.750000 Penalty: 4628.861328
	Iteration 13Q: 3 clusters Score -1451441 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1451599.750000 Penalty: 4628.861328
	Iteration 14Q: 3 clusters Score -1451600 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1451705.875000 Penalty: 4628.861328
	Iteration 15Q: 3 clusters Score -1451706 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1451793.125000 Penalty: 4628.861328
	Iteration 16Q: 3 clusters Score -1451793 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1451863.875000 Penalty: 4628.861328
	Iteration 17Q: 3 clusters Score -1451864 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1451931.250000 Penalty: 4628.861328
	Iteration 18Q: 3 clusters Score -1451931 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1451973.625000 Penalty: 4628.861328
	Iteration 19Q: 3 clusters Score -1451974 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1451997.625000 Penalty: 4628.861328
	Iteration 20F: 3 clusters Score -1451998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1452008.500000 Penalty: 4628.861328
	Iteration 21Q: 3 clusters Score -1452008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1452027.625000 Penalty: 4628.861328
	Iteration 22Q: 3 clusters Score -1452028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1452047.625000 Penalty: 4628.861328
	Iteration 23Q: 3 clusters Score -1452048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1452059.250000 Penalty: 4628.861328
	Iteration 24Q: 3 clusters Score -1452059 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1452067.250000 Penalty: 4628.861328
	Iteration 25Q: 3 clusters Score -1452067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1452075.000000 Penalty: 4628.861328
	Iteration 26Q: 3 clusters Score -1452075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1452082.750000 Penalty: 4628.861328
	Iteration 27Q: 3 clusters Score -1452083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1452085.000000 Penalty: 4628.861328
	Iteration 28Q: 3 clusters Score -1452085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1452088.500000 Penalty: 4628.861328
	Iteration 29Q: 3 clusters Score -1452088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1452088.000000 Penalty: 4628.861328
	Iteration 30Q: 3 clusters Score -1452088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1452090.750000 Penalty: 4628.861328
	Iteration 31Q: 3 clusters Score -1452091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1452096.500000 Penalty: 4628.861328
	Iteration 32Q: 3 clusters Score -1452096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1452097.000000 Penalty: 4628.861328
	Iteration 33Q: 3 clusters Score -1452097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1452102.125000 Penalty: 4628.861328
	Iteration 34Q: 3 clusters Score -1452102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1452104.375000 Penalty: 4628.861328
	Iteration 35Q: 3 clusters Score -1452104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1452104.375000 Penalty: 4628.861328
	Iteration 36F: 3 clusters Score -1452104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -27818.265625 Penalty: 1369.322388
	Iteration 0F: 2 clusters Score -27818.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -26606.373047 Penalty: 2738.644775
	Iteration 0F: 3 clusters Score -26606.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -26698.738281 Penalty: 2738.644775
	Iteration 1F: 3 clusters Score -26698.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -26728.238281 Penalty: 2738.644775
	Iteration 2Q: 3 clusters Score -26728.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -26746.892578 Penalty: 2738.644775
	Iteration 3Q: 3 clusters Score -26746.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -26761.982422 Penalty: 2738.644775
	Iteration 4Q: 3 clusters Score -26761.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -26767.984375 Penalty: 2738.644775
	Iteration 5Q: 3 clusters Score -26767.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -26767.984375 Penalty: 2738.644775
	Iteration 6F: 3 clusters Score -26767.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Entering Unmasked Estep 
Score: -64428.285156 Penalty: 1592.562378
	Iteration 0F: 2 clusters Score -64428.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -62852.523438 Penalty: 3185.124756
	Iteration 0F: 3 clusters Score -62852.52 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -63109.914062 Penalty: 3185.124756
	Iteration 1F: 3 clusters Score -63109.91 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -63205.066406 Penalty: 3185.124756
	Iteration 2F: 3 clusters Score -63205.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -63240.562500 Penalty: 3185.124756
	Iteration 3Q: 3 clusters Score -63240.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -63271.753906 Penalty: 3185.124756
	Iteration 4Q: 3 clusters Score -63271.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -63308.667969 Penalty: 3185.124756
	Iteration 5Q: 3 clusters Score -63308.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -63365.773438 Penalty: 3185.124756
	Iteration 6Q: 3 clusters Score -63365.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -63420.921875 Penalty: 3185.124756
	Iteration 7Q: 3 clusters Score -63420.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -63514.261719 Penalty: 3185.124756
	Iteration 8Q: 3 clusters Score -63514.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -63606.261719 Penalty: 3185.124756
	Iteration 9Q: 3 clusters Score -63606.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -63655.781250 Penalty: 3185.124756
	Iteration 10Q: 3 clusters Score -63655.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -63680.703125 Penalty: 3185.124756
	Iteration 11Q: 3 clusters Score -63680.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -63713.195312 Penalty: 3185.124756
	Iteration 12Q: 3 clusters Score -63713.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -63731.683594 Penalty: 3185.124756
	Iteration 13Q: 3 clusters Score -63731.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -63765.105469 Penalty: 3185.124756
	Iteration 14Q: 3 clusters Score -63765.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -63775.976562 Penalty: 3185.124756
	Iteration 15Q: 3 clusters Score -63775.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -63786.285156 Penalty: 3185.124756
	Iteration 16Q: 3 clusters Score -63786.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -63795.953125 Penalty: 3185.124756
	Iteration 17Q: 3 clusters Score -63795.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -63799.718750 Penalty: 3185.124756
	Iteration 18Q: 3 clusters Score -63799.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -63799.718750 Penalty: 3185.124756
	Iteration 19F: 3 clusters Score -63799.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (105863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105863 members 
Entering Unmasked Estep 
Score: -13581621.000000 Penalty: 2869.335449
	Iteration 0F: 2 clusters Score -1.358162e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52896 members 
Mstep: Class 2 contains 52967 members 
Entering Unmasked Estep 
Score: -13510538.000000 Penalty: 5738.670898
	Iteration 0F: 3 clusters Score -1.351054e+07 nChanged 50340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51808 members 
Mstep: Class 2 contains 54055 members 
Entering Unmasked Estep 
Score: -13539474.000000 Penalty: 5738.670898
	Iteration 1F: 3 clusters Score -1.353947e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51134 members 
Mstep: Class 2 contains 54729 members 
Entering Unmasked Estep 
Score: -13540027.000000 Penalty: 5738.670898
	Iteration 2Q: 3 clusters Score -1.354003e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50161 members 
Mstep: Class 2 contains 55702 members 
Entering Unmasked Estep 
Score: -13540792.000000 Penalty: 5738.670898
	Iteration 3Q: 3 clusters Score -1.354079e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48795 members 
Mstep: Class 2 contains 57068 members 
Entering Unmasked Estep 
Score: -13541715.000000 Penalty: 5738.670898
	Iteration 4Q: 3 clusters Score -1.354172e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 59012 members 
Entering Unmasked Estep 
Score: -13543049.000000 Penalty: 5738.670898
	Iteration 5Q: 3 clusters Score -1.354305e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Mstep: Class 2 contains 61740 members 
Entering Unmasked Estep 
Score: -13544864.000000 Penalty: 5738.670898
	Iteration 6Q: 3 clusters Score -1.354486e+07 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 65429 members 
Entering Unmasked Estep 
Score: -13547414.000000 Penalty: 5738.670898
	Iteration 7Q: 3 clusters Score -1.354741e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 70049 members 
Entering Unmasked Estep 
Score: -13550527.000000 Penalty: 5738.670898
	Iteration 8F: 3 clusters Score -1.355053e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 75628 members 
Entering Unmasked Estep 
Score: -13554621.000000 Penalty: 5738.670898
	Iteration 9F: 3 clusters Score -1.355462e+07 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 81786 members 
Entering Unmasked Estep 
Score: -13559500.000000 Penalty: 5738.670898
	Iteration 10F: 3 clusters Score -1.35595e+07 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 87920 members 
Entering Unmasked Estep 
Score: -13564566.000000 Penalty: 5738.670898
	Iteration 11F: 3 clusters Score -1.356457e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 93322 members 
Entering Unmasked Estep 
Score: -13569002.000000 Penalty: 5738.670898
	Iteration 12F: 3 clusters Score -1.3569e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 97700 members 
Entering Unmasked Estep 
Score: -13572792.000000 Penalty: 5738.670898
	Iteration 13Q: 3 clusters Score -1.357279e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 100774 members 
Entering Unmasked Estep 
Score: -13575361.000000 Penalty: 5738.670898
	Iteration 14Q: 3 clusters Score -1.357536e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 102778 members 
Entering Unmasked Estep 
Score: -13576973.000000 Penalty: 5738.670898
	Iteration 15Q: 3 clusters Score -1.357697e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 103992 members 
Entering Unmasked Estep 
Score: -13577919.000000 Penalty: 5738.670898
	Iteration 16Q: 3 clusters Score -1.357792e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 104641 members 
Entering Unmasked Estep 
Score: -13578410.000000 Penalty: 5738.670898
	Iteration 17Q: 3 clusters Score -1.357841e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 104976 members 
Entering Unmasked Estep 
Score: -13578641.000000 Penalty: 5738.670898
	Iteration 18Q: 3 clusters Score -1.357864e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 105181 members 
Entering Unmasked Estep 
Score: -13578794.000000 Penalty: 5738.670898
	Iteration 19Q: 3 clusters Score -1.357879e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 105287 members 
Entering Unmasked Estep 
Score: -13578923.000000 Penalty: 5738.670898
	Iteration 20F: 3 clusters Score -1.357892e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 105349 members 
Entering Unmasked Estep 
Score: -13578983.000000 Penalty: 5738.670898
	Iteration 21Q: 3 clusters Score -1.357898e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 105382 members 
Entering Unmasked Estep 
Score: -13579018.000000 Penalty: 5738.670898
	Iteration 22Q: 3 clusters Score -1.357902e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 105410 members 
Entering Unmasked Estep 
Score: -13579055.000000 Penalty: 5738.670898
	Iteration 23Q: 3 clusters Score -1.357906e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 105426 members 
Entering Unmasked Estep 
Score: -13579064.000000 Penalty: 5738.670898
	Iteration 24Q: 3 clusters Score -1.357906e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 105446 members 
Entering Unmasked Estep 
Score: -13579083.000000 Penalty: 5738.670898
	Iteration 25Q: 3 clusters Score -1.357908e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 105459 members 
Entering Unmasked Estep 
Score: -13579095.000000 Penalty: 5738.670898
	Iteration 26Q: 3 clusters Score -1.35791e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 105467 members 
Entering Unmasked Estep 
Score: -13579104.000000 Penalty: 5738.670898
	Iteration 27Q: 3 clusters Score -1.35791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 105476 members 
Entering Unmasked Estep 
Score: -13579104.000000 Penalty: 5738.670898
	Iteration 28Q: 3 clusters Score -1.35791e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 105480 members 
Entering Unmasked Estep 
Score: -13579116.000000 Penalty: 5738.670898
	Iteration 29Q: 3 clusters Score -1.357912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 105482 members 
Entering Unmasked Estep 
Score: -13579109.000000 Penalty: 5738.670898
	Iteration 30Q: 3 clusters Score -1.357911e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 105488 members 
Entering Unmasked Estep 
Score: -13579113.000000 Penalty: 5738.670898
	Iteration 31Q: 3 clusters Score -1.357911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 105491 members 
Entering Unmasked Estep 
Score: -13579107.000000 Penalty: 5738.670898
	Iteration 32Q: 3 clusters Score -1.357911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 105492 members 
Entering Unmasked Estep 
Score: -13579108.000000 Penalty: 5738.670898
	Iteration 33Q: 3 clusters Score -1.357911e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 105492 members 
Entering Unmasked Estep 
Score: -13579108.000000 Penalty: 5738.670898
	Iteration 34F: 3 clusters Score -1.357911e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Entering Unmasked Estep 
Score: -892068.000000 Penalty: 2197.192627
	Iteration 0F: 2 clusters Score -892068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -886276.500000 Penalty: 4394.385254
	Iteration 0F: 3 clusters Score -886276.5 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -887773.062500 Penalty: 4394.385254
	Iteration 1F: 3 clusters Score -887773.1 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -888060.062500 Penalty: 4394.385254
	Iteration 2F: 3 clusters Score -888060.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -888284.687500 Penalty: 4394.385254
	Iteration 3F: 3 clusters Score -888284.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -888511.937500 Penalty: 4394.385254
	Iteration 4Q: 3 clusters Score -888511.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -888776.937500 Penalty: 4394.385254
	Iteration 5Q: 3 clusters Score -888776.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -889026.937500 Penalty: 4394.385254
	Iteration 6Q: 3 clusters Score -889026.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -889273.062500 Penalty: 4394.385254
	Iteration 7Q: 3 clusters Score -889273.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -889554.187500 Penalty: 4394.385254
	Iteration 8Q: 3 clusters Score -889554.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -889861.750000 Penalty: 4394.385254
	Iteration 9Q: 3 clusters Score -889861.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -890203.937500 Penalty: 4394.385254
	Iteration 10F: 3 clusters Score -890203.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -890511.750000 Penalty: 4394.385254
	Iteration 11Q: 3 clusters Score -890511.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -890790.500000 Penalty: 4394.385254
	Iteration 12Q: 3 clusters Score -890790.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -891062.375000 Penalty: 4394.385254
	Iteration 13Q: 3 clusters Score -891062.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -891364.625000 Penalty: 4394.385254
	Iteration 14Q: 3 clusters Score -891364.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -891666.812500 Penalty: 4394.385254
	Iteration 15Q: 3 clusters Score -891666.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -891875.750000 Penalty: 4394.385254
	Iteration 16Q: 3 clusters Score -891875.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -891968.500000 Penalty: 4394.385254
	Iteration 17Q: 3 clusters Score -891968.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -892001.812500 Penalty: 4394.385254
	Iteration 18Q: 3 clusters Score -892001.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -892016.125000 Penalty: 4394.385254
	Iteration 19Q: 3 clusters Score -892016.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -892022.187500 Penalty: 4394.385254
	Iteration 20F: 3 clusters Score -892022.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -892024.812500 Penalty: 4394.385254
	Iteration 21Q: 3 clusters Score -892024.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -892027.875000 Penalty: 4394.385254
	Iteration 22Q: 3 clusters Score -892027.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -892026.062500 Penalty: 4394.385254
	Iteration 23Q: 3 clusters Score -892026.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -892026.062500 Penalty: 4394.385254
	Iteration 24F: 3 clusters Score -892026.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -64523.667969 Penalty: 1576.744873
	Iteration 0F: 2 clusters Score -64523.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -62900.570312 Penalty: 3153.489746
	Iteration 0F: 3 clusters Score -62900.57 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -63116.125000 Penalty: 3153.489746
	Iteration 1F: 3 clusters Score -63116.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -63280.574219 Penalty: 3153.489746
	Iteration 2F: 3 clusters Score -63280.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -63389.949219 Penalty: 3153.489746
	Iteration 3Q: 3 clusters Score -63389.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -63464.898438 Penalty: 3153.489746
	Iteration 4Q: 3 clusters Score -63464.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -63492.671875 Penalty: 3153.489746
	Iteration 5Q: 3 clusters Score -63492.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -63505.117188 Penalty: 3153.489746
	Iteration 6Q: 3 clusters Score -63505.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -63518.531250 Penalty: 3153.489746
	Iteration 7Q: 3 clusters Score -63518.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -63526.328125 Penalty: 3153.489746
	Iteration 8Q: 3 clusters Score -63526.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -63546.933594 Penalty: 3153.489746
	Iteration 9Q: 3 clusters Score -63546.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -63594.367188 Penalty: 3153.489746
	Iteration 10Q: 3 clusters Score -63594.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -63632.441406 Penalty: 3153.489746
	Iteration 11Q: 3 clusters Score -63632.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -63645.007812 Penalty: 3153.489746
	Iteration 12Q: 3 clusters Score -63645.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -63650.281250 Penalty: 3153.489746
	Iteration 13Q: 3 clusters Score -63650.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -63652.761719 Penalty: 3153.489746
	Iteration 14Q: 3 clusters Score -63652.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -63657.062500 Penalty: 3153.489746
	Iteration 15Q: 3 clusters Score -63657.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -63659.359375 Penalty: 3153.489746
	Iteration 16Q: 3 clusters Score -63659.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -63659.359375 Penalty: 3153.489746
	Iteration 17F: 3 clusters Score -63659.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Entering Unmasked Estep 
Score: -2924458.250000 Penalty: 2487.404297
	Iteration 0F: 2 clusters Score -2924458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -2908593.000000 Penalty: 4974.808594
	Iteration 0F: 3 clusters Score -2908593 nChanged 10089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2913881.250000 Penalty: 4974.808594
	Iteration 1F: 3 clusters Score -2913881 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -2914294.000000 Penalty: 4974.808594
	Iteration 2Q: 3 clusters Score -2914294 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -2914699.750000 Penalty: 4974.808594
	Iteration 3Q: 3 clusters Score -2914700 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2915103.500000 Penalty: 4974.808594
	Iteration 4Q: 3 clusters Score -2915104 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -2915584.500000 Penalty: 4974.808594
	Iteration 5Q: 3 clusters Score -2915584 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -2916185.250000 Penalty: 4974.808594
	Iteration 6Q: 3 clusters Score -2916185 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -2916923.250000 Penalty: 4974.808594
	Iteration 7F: 3 clusters Score -2916923 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -2917740.750000 Penalty: 4974.808594
	Iteration 8F: 3 clusters Score -2917741 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -2918647.000000 Penalty: 4974.808594
	Iteration 9F: 3 clusters Score -2918647 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -2919490.250000 Penalty: 4974.808594
	Iteration 10F: 3 clusters Score -2919490 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -2920051.500000 Penalty: 4974.808594
	Iteration 11Q: 3 clusters Score -2920052 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -2920379.750000 Penalty: 4974.808594
	Iteration 12Q: 3 clusters Score -2920380 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -2920551.000000 Penalty: 4974.808594
	Iteration 13Q: 3 clusters Score -2920551 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -2920643.500000 Penalty: 4974.808594
	Iteration 14Q: 3 clusters Score -2920644 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -2920698.250000 Penalty: 4974.808594
	Iteration 15Q: 3 clusters Score -2920698 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -2920738.500000 Penalty: 4974.808594
	Iteration 16Q: 3 clusters Score -2920738 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -2920761.000000 Penalty: 4974.808594
	Iteration 17Q: 3 clusters Score -2920761 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -2920785.250000 Penalty: 4974.808594
	Iteration 18Q: 3 clusters Score -2920785 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -2920808.500000 Penalty: 4974.808594
	Iteration 19Q: 3 clusters Score -2920808 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -2920839.750000 Penalty: 4974.808594
	Iteration 20F: 3 clusters Score -2920840 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2920873.500000 Penalty: 4974.808594
	Iteration 21Q: 3 clusters Score -2920874 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -2920888.750000 Penalty: 4974.808594
	Iteration 22Q: 3 clusters Score -2920889 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -2920922.250000 Penalty: 4974.808594
	Iteration 23Q: 3 clusters Score -2920922 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2920954.000000 Penalty: 4974.808594
	Iteration 24Q: 3 clusters Score -2920954 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -2920980.250000 Penalty: 4974.808594
	Iteration 25Q: 3 clusters Score -2920980 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -2921008.000000 Penalty: 4974.808594
	Iteration 26Q: 3 clusters Score -2921008 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -2921039.000000 Penalty: 4974.808594
	Iteration 27Q: 3 clusters Score -2921039 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -2921070.000000 Penalty: 4974.808594
	Iteration 28Q: 3 clusters Score -2921070 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -2921094.250000 Penalty: 4974.808594
	Iteration 29Q: 3 clusters Score -2921094 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -2921103.000000 Penalty: 4974.808594
	Iteration 30Q: 3 clusters Score -2921103 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -2921127.250000 Penalty: 4974.808594
	Iteration 31Q: 3 clusters Score -2921127 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2921138.250000 Penalty: 4974.808594
	Iteration 32Q: 3 clusters Score -2921138 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -2921157.000000 Penalty: 4974.808594
	Iteration 33Q: 3 clusters Score -2921157 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -2921185.750000 Penalty: 4974.808594
	Iteration 34Q: 3 clusters Score -2921186 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -2921198.250000 Penalty: 4974.808594
	Iteration 35Q: 3 clusters Score -2921198 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -2921208.500000 Penalty: 4974.808594
	Iteration 36Q: 3 clusters Score -2921208 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -2921221.250000 Penalty: 4974.808594
	Iteration 37Q: 3 clusters Score -2921221 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -2921243.250000 Penalty: 4974.808594
	Iteration 38Q: 3 clusters Score -2921243 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -2921251.250000 Penalty: 4974.808594
	Iteration 39Q: 3 clusters Score -2921251 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2921268.250000 Penalty: 4974.808594
	Iteration 40F: 3 clusters Score -2921268 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -2921282.500000 Penalty: 4974.808594
	Iteration 41Q: 3 clusters Score -2921282 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2921314.250000 Penalty: 4974.808594
	Iteration 42Q: 3 clusters Score -2921314 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2921340.500000 Penalty: 4974.808594
	Iteration 43Q: 3 clusters Score -2921340 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2921357 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2921394 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2921431 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2921472 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -2921520.750000 Penalty: 4974.808594
	Iteration 48Q: 3 clusters Score -2921521 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2921586 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2921630 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2921689 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2921740 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2921776 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2921820 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2921868 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2921899 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2921928 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2921965 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2922000 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2922026 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2922045 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2922068 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2922094 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2922123 nChanged 61
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Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2922140 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2922167 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2922169 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2922171 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2922170 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2922178 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2922192 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2922184 nChanged 26
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Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2922188 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2922190 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2922210 nChanged 28
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Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2922214 nChanged 32
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Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2922218 nChanged 25
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Mstep: Class 1 contains 2503 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2922226 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2922241 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -2922243.750000 Penalty: 4974.808594
	Iteration 80F: 3 clusters Score -2922244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2922238 nChanged 19
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Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2922253 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2922248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2922253 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2922255 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2922249 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2922256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2922267 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2922268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -2922275.000000 Penalty: 4974.808594
	Iteration 90Q: 3 clusters Score -2922275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -2922281.250000 Penalty: 4974.808594
	Iteration 91Q: 3 clusters Score -2922281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2922288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -2922296.000000 Penalty: 4974.808594
	Iteration 93Q: 3 clusters Score -2922296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2922299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -2922301.000000 Penalty: 4974.808594
	Iteration 95Q: 3 clusters Score -2922301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2922295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2922299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2922296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -2922297.750000 Penalty: 4974.808594
	Iteration 99Q: 3 clusters Score -2922298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -2922303.500000 Penalty: 4974.808594
	Iteration 100F: 3 clusters Score -2922304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -2922305.500000 Penalty: 4974.808594
	Iteration 101Q: 3 clusters Score -2922306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -2922310.250000 Penalty: 4974.808594
	Iteration 102Q: 3 clusters Score -2922310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -2922309.000000 Penalty: 4974.808594
	Iteration 103Q: 3 clusters Score -2922309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -2922307.500000 Penalty: 4974.808594
	Iteration 104Q: 3 clusters Score -2922308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -2922306.250000 Penalty: 4974.808594
	Iteration 105Q: 3 clusters Score -2922306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -2922311.000000 Penalty: 4974.808594
	Iteration 106Q: 3 clusters Score -2922311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -2922312.750000 Penalty: 4974.808594
	Iteration 107Q: 3 clusters Score -2922313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -2922316.750000 Penalty: 4974.808594
	Iteration 108Q: 3 clusters Score -2922317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2922315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -2922315.500000 Penalty: 4974.808594
	Iteration 110Q: 3 clusters Score -2922316 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -2922315.250000 Penalty: 4974.808594
	Iteration 111Q: 3 clusters Score -2922315 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2922317 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -2922316.250000 Penalty: 4974.808594
	Iteration 113Q: 3 clusters Score -2922316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -2922318.500000 Penalty: 4974.808594
	Iteration 114Q: 3 clusters Score -2922318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -2922319.000000 Penalty: 4974.808594
	Iteration 115Q: 3 clusters Score -2922319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -2922322.250000 Penalty: 4974.808594
	Iteration 116Q: 3 clusters Score -2922322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -2922320.750000 Penalty: 4974.808594
	Iteration 117Q: 3 clusters Score -2922321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -2922325.250000 Penalty: 4974.808594
	Iteration 118Q: 3 clusters Score -2922325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -2922326.500000 Penalty: 4974.808594
	Iteration 119Q: 3 clusters Score -2922326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -2922325.500000 Penalty: 4974.808594
	Iteration 120F: 3 clusters Score -2922326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -2922324.750000 Penalty: 4974.808594
	Iteration 121Q: 3 clusters Score -2922325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -2922321.000000 Penalty: 4974.808594
	Iteration 122Q: 3 clusters Score -2922321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -2922329.750000 Penalty: 4974.808594
	Iteration 123Q: 3 clusters Score -2922330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -2922334.750000 Penalty: 4974.808594
	Iteration 124Q: 3 clusters Score -2922335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -2922328.250000 Penalty: 4974.808594
	Iteration 125Q: 3 clusters Score -2922328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -2922332.500000 Penalty: 4974.808594
	Iteration 126Q: 3 clusters Score -2922332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -2922334.250000 Penalty: 4974.808594
	Iteration 127Q: 3 clusters Score -2922334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -2922335.250000 Penalty: 4974.808594
	Iteration 128Q: 3 clusters Score -2922335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -2922337.250000 Penalty: 4974.808594
	Iteration 129Q: 3 clusters Score -2922337 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -2922339.250000 Penalty: 4974.808594
	Iteration 130Q: 3 clusters Score -2922339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -2922341.250000 Penalty: 4974.808594
	Iteration 131Q: 3 clusters Score -2922341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -2922343.750000 Penalty: 4974.808594
	Iteration 132Q: 3 clusters Score -2922344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -2922345.250000 Penalty: 4974.808594
	Iteration 133Q: 3 clusters Score -2922345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2922345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -2922345.250000 Penalty: 4974.808594
	Iteration 135F: 3 clusters Score -2922345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Entering Unmasked Estep 
Score: -1880696.375000 Penalty: 2384.868652
	Iteration 0F: 2 clusters Score -1880696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1869829.625000 Penalty: 4769.737305
	Iteration 0F: 3 clusters Score -1869830 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1873212.500000 Penalty: 4769.737305
	Iteration 1F: 3 clusters Score -1873212 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1873555.625000 Penalty: 4769.737305
	Iteration 2F: 3 clusters Score -1873556 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1873810.750000 Penalty: 4769.737305
	Iteration 3Q: 3 clusters Score -1873811 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1874057.500000 Penalty: 4769.737305
	Iteration 4Q: 3 clusters Score -1874058 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1874316.875000 Penalty: 4769.737305
	Iteration 5Q: 3 clusters Score -1874317 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1874571.375000 Penalty: 4769.737305
	Iteration 6Q: 3 clusters Score -1874571 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1874845.750000 Penalty: 4769.737305
	Iteration 7Q: 3 clusters Score -1874846 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1875116.250000 Penalty: 4769.737305
	Iteration 8Q: 3 clusters Score -1875116 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1875426.875000 Penalty: 4769.737305
	Iteration 9Q: 3 clusters Score -1875427 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1875751.875000 Penalty: 4769.737305
	Iteration 10Q: 3 clusters Score -1875752 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1876129.375000 Penalty: 4769.737305
	Iteration 11Q: 3 clusters Score -1876129 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1876506.000000 Penalty: 4769.737305
	Iteration 12Q: 3 clusters Score -1876506 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1876890.500000 Penalty: 4769.737305
	Iteration 13Q: 3 clusters Score -1876890 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1877222.000000 Penalty: 4769.737305
	Iteration 14Q: 3 clusters Score -1877222 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1877532.000000 Penalty: 4769.737305
	Iteration 15Q: 3 clusters Score -1877532 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1877860.500000 Penalty: 4769.737305
	Iteration 16Q: 3 clusters Score -1877860 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1878090.750000 Penalty: 4769.737305
	Iteration 17Q: 3 clusters Score -1878091 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -1878254.500000 Penalty: 4769.737305
	Iteration 18Q: 3 clusters Score -1878254 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1878374.875000 Penalty: 4769.737305
	Iteration 19Q: 3 clusters Score -1878375 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -1878443.125000 Penalty: 4769.737305
	Iteration 20F: 3 clusters Score -1878443 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -1878505.250000 Penalty: 4769.737305
	Iteration 21Q: 3 clusters Score -1878505 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -1878546.000000 Penalty: 4769.737305
	Iteration 22Q: 3 clusters Score -1878546 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -1878574.000000 Penalty: 4769.737305
	Iteration 23Q: 3 clusters Score -1878574 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -1878593.500000 Penalty: 4769.737305
	Iteration 24Q: 3 clusters Score -1878594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -1878613.750000 Penalty: 4769.737305
	Iteration 25Q: 3 clusters Score -1878614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -1878625.250000 Penalty: 4769.737305
	Iteration 26Q: 3 clusters Score -1878625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1878641.250000 Penalty: 4769.737305
	Iteration 27Q: 3 clusters Score -1878641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -1878650.750000 Penalty: 4769.737305
	Iteration 28Q: 3 clusters Score -1878651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -1878654.625000 Penalty: 4769.737305
	Iteration 29Q: 3 clusters Score -1878655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -1878665.000000 Penalty: 4769.737305
	Iteration 30Q: 3 clusters Score -1878665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -1878676.000000 Penalty: 4769.737305
	Iteration 31Q: 3 clusters Score -1878676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1878687.000000 Penalty: 4769.737305
	Iteration 32Q: 3 clusters Score -1878687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -1878693.750000 Penalty: 4769.737305
	Iteration 33Q: 3 clusters Score -1878694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -1878705.250000 Penalty: 4769.737305
	Iteration 34Q: 3 clusters Score -1878705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1878712.250000 Penalty: 4769.737305
	Iteration 35Q: 3 clusters Score -1878712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -1878724.250000 Penalty: 4769.737305
	Iteration 36Q: 3 clusters Score -1878724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -1878730.500000 Penalty: 4769.737305
	Iteration 37Q: 3 clusters Score -1878730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1878732.125000 Penalty: 4769.737305
	Iteration 38Q: 3 clusters Score -1878732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1878738.125000 Penalty: 4769.737305
	Iteration 39Q: 3 clusters Score -1878738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -1878738.750000 Penalty: 4769.737305
	Iteration 40F: 3 clusters Score -1878739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -1878739.750000 Penalty: 4769.737305
	Iteration 41Q: 3 clusters Score -1878740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -1878738.875000 Penalty: 4769.737305
	Iteration 42Q: 3 clusters Score -1878739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -1878738.875000 Penalty: 4769.737305
	Iteration 43F: 3 clusters Score -1878739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Entering Unmasked Estep 
Score: -81173.632812 Penalty: 1608.567871
	Iteration 0F: 2 clusters Score -81173.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -79466.203125 Penalty: 3217.135742
	Iteration 0F: 3 clusters Score -79466.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -79667.070312 Penalty: 3217.135742
	Iteration 1F: 3 clusters Score -79667.07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -79727.476562 Penalty: 3217.135742
	Iteration 2F: 3 clusters Score -79727.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -79761.898438 Penalty: 3217.135742
	Iteration 3Q: 3 clusters Score -79761.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -79775.835938 Penalty: 3217.135742
	Iteration 4Q: 3 clusters Score -79775.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -79782.671875 Penalty: 3217.135742
	Iteration 5Q: 3 clusters Score -79782.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -79792.343750 Penalty: 3217.135742
	Iteration 6Q: 3 clusters Score -79792.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -79803.601562 Penalty: 3217.135742
	Iteration 7Q: 3 clusters Score -79803.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -79807.078125 Penalty: 3217.135742
	Iteration 8Q: 3 clusters Score -79807.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -79812.398438 Penalty: 3217.135742
	Iteration 9Q: 3 clusters Score -79812.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -79813.101562 Penalty: 3217.135742
	Iteration 10Q: 3 clusters Score -79813.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -79813.101562 Penalty: 3217.135742
	Iteration 11F: 3 clusters Score -79813.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Entering Unmasked Estep 
Score: -1100810.000000 Penalty: 2244.384521
	Iteration 0F: 2 clusters Score -1100810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1094028.875000 Penalty: 4488.769043
	Iteration 0F: 3 clusters Score -1094029 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1095905.875000 Penalty: 4488.769043
	Iteration 1F: 3 clusters Score -1095906 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1096158.625000 Penalty: 4488.769043
	Iteration 2F: 3 clusters Score -1096159 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1096348.625000 Penalty: 4488.769043
	Iteration 3Q: 3 clusters Score -1096349 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1096515.125000 Penalty: 4488.769043
	Iteration 4Q: 3 clusters Score -1096515 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1096668.125000 Penalty: 4488.769043
	Iteration 5Q: 3 clusters Score -1096668 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1096824.500000 Penalty: 4488.769043
	Iteration 6Q: 3 clusters Score -1096824 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1096996.000000 Penalty: 4488.769043
	Iteration 7Q: 3 clusters Score -1096996 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1097180.750000 Penalty: 4488.769043
	Iteration 8Q: 3 clusters Score -1097181 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1097354.875000 Penalty: 4488.769043
	Iteration 9Q: 3 clusters Score -1097355 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1097549.750000 Penalty: 4488.769043
	Iteration 10Q: 3 clusters Score -1097550 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1097753.625000 Penalty: 4488.769043
	Iteration 11Q: 3 clusters Score -1097754 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1097962.625000 Penalty: 4488.769043
	Iteration 12Q: 3 clusters Score -1097963 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1098138.500000 Penalty: 4488.769043
	Iteration 13Q: 3 clusters Score -1098138 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1098289.750000 Penalty: 4488.769043
	Iteration 14Q: 3 clusters Score -1098290 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1098412.875000 Penalty: 4488.769043
	Iteration 15Q: 3 clusters Score -1098413 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1098507.375000 Penalty: 4488.769043
	Iteration 16Q: 3 clusters Score -1098507 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1098581.000000 Penalty: 4488.769043
	Iteration 17Q: 3 clusters Score -1098581 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1098624.750000 Penalty: 4488.769043
	Iteration 18Q: 3 clusters Score -1098625 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1098674.250000 Penalty: 4488.769043
	Iteration 19Q: 3 clusters Score -1098674 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1098705.125000 Penalty: 4488.769043
	Iteration 20F: 3 clusters Score -1098705 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1098728.500000 Penalty: 4488.769043
	Iteration 21Q: 3 clusters Score -1098728 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1098750.875000 Penalty: 4488.769043
	Iteration 22Q: 3 clusters Score -1098751 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1098770.500000 Penalty: 4488.769043
	Iteration 23Q: 3 clusters Score -1098770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1098781.500000 Penalty: 4488.769043
	Iteration 24Q: 3 clusters Score -1098782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1098796.250000 Penalty: 4488.769043
	Iteration 25Q: 3 clusters Score -1098796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1098814.500000 Penalty: 4488.769043
	Iteration 26Q: 3 clusters Score -1098814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1098828.375000 Penalty: 4488.769043
	Iteration 27Q: 3 clusters Score -1098828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1098849.250000 Penalty: 4488.769043
	Iteration 28Q: 3 clusters Score -1098849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1098856.750000 Penalty: 4488.769043
	Iteration 29Q: 3 clusters Score -1098857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1098862.750000 Penalty: 4488.769043
	Iteration 30Q: 3 clusters Score -1098863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1098869.750000 Penalty: 4488.769043
	Iteration 31Q: 3 clusters Score -1098870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1098875.875000 Penalty: 4488.769043
	Iteration 32Q: 3 clusters Score -1098876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1098880.875000 Penalty: 4488.769043
	Iteration 33Q: 3 clusters Score -1098881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1098888.500000 Penalty: 4488.769043
	Iteration 34Q: 3 clusters Score -1098888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1098888.500000 Penalty: 4488.769043
	Iteration 35Q: 3 clusters Score -1098888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1098889.500000 Penalty: 4488.769043
	Iteration 36Q: 3 clusters Score -1098890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1098890.250000 Penalty: 4488.769043
	Iteration 37Q: 3 clusters Score -1098890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1098890.250000 Penalty: 4488.769043
	Iteration 38F: 3 clusters Score -1098890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -31724.115234 Penalty: 1423.468628
	Iteration 0F: 2 clusters Score -31724.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30427.478516 Penalty: 2846.937256
	Iteration 0F: 3 clusters Score -30427.48 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -30610.828125 Penalty: 2846.937256
	Iteration 1F: 3 clusters Score -30610.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -30693.896484 Penalty: 2846.937256
	Iteration 2F: 3 clusters Score -30693.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -30726.583984 Penalty: 2846.937256
	Iteration 3Q: 3 clusters Score -30726.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -30756.142578 Penalty: 2846.937256
	Iteration 4Q: 3 clusters Score -30756.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -30777.361328 Penalty: 2846.937256
	Iteration 5Q: 3 clusters Score -30777.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -30791.000000 Penalty: 2846.937256
	Iteration 6Q: 3 clusters Score -30791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -30810.941406 Penalty: 2846.937256
	Iteration 7Q: 3 clusters Score -30810.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30815.707031 Penalty: 2846.937256
	Iteration 8Q: 3 clusters Score -30815.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -30834.318359 Penalty: 2846.937256
	Iteration 9Q: 3 clusters Score -30834.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30842.595703 Penalty: 2846.937256
	Iteration 10Q: 3 clusters Score -30842.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -30848.283203 Penalty: 2846.937256
	Iteration 11Q: 3 clusters Score -30848.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -30854.050781 Penalty: 2846.937256
	Iteration 12Q: 3 clusters Score -30854.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -30854.050781 Penalty: 2846.937256
	Iteration 13F: 3 clusters Score -30854.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -79593.578125 Penalty: 1632.342163
	Iteration 0F: 2 clusters Score -79593.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -77906.617188 Penalty: 3264.684326
	Iteration 0F: 3 clusters Score -77906.62 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -78264.375000 Penalty: 3264.684326
	Iteration 1F: 3 clusters Score -78264.38 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -78370.414062 Penalty: 3264.684326
	Iteration 2F: 3 clusters Score -78370.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -78448.343750 Penalty: 3264.684326
	Iteration 3Q: 3 clusters Score -78448.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -78556.781250 Penalty: 3264.684326
	Iteration 4Q: 3 clusters Score -78556.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -78626.812500 Penalty: 3264.684326
	Iteration 5Q: 3 clusters Score -78626.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -78666.031250 Penalty: 3264.684326
	Iteration 6Q: 3 clusters Score -78666.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -78698.921875 Penalty: 3264.684326
	Iteration 7Q: 3 clusters Score -78698.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -78715.312500 Penalty: 3264.684326
	Iteration 8Q: 3 clusters Score -78715.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -78741.148438 Penalty: 3264.684326
	Iteration 9Q: 3 clusters Score -78741.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -78760.054688 Penalty: 3264.684326
	Iteration 10Q: 3 clusters Score -78760.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -78772.328125 Penalty: 3264.684326
	Iteration 11Q: 3 clusters Score -78772.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -78780.835938 Penalty: 3264.684326
	Iteration 12Q: 3 clusters Score -78780.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -78802.570312 Penalty: 3264.684326
	Iteration 13Q: 3 clusters Score -78802.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -78820.437500 Penalty: 3264.684326
	Iteration 14Q: 3 clusters Score -78820.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -78837.242188 Penalty: 3264.684326
	Iteration 15Q: 3 clusters Score -78837.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -78847.656250 Penalty: 3264.684326
	Iteration 16Q: 3 clusters Score -78847.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -78869.851562 Penalty: 3264.684326
	Iteration 17Q: 3 clusters Score -78869.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -78891.601562 Penalty: 3264.684326
	Iteration 18Q: 3 clusters Score -78891.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -78909.679688 Penalty: 3264.684326
	Iteration 19Q: 3 clusters Score -78909.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -78926.929688 Penalty: 3264.684326
	Iteration 20F: 3 clusters Score -78926.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -78933.929688 Penalty: 3264.684326
	Iteration 21Q: 3 clusters Score -78933.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -78942.312500 Penalty: 3264.684326
	Iteration 22Q: 3 clusters Score -78942.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -78948.320312 Penalty: 3264.684326
	Iteration 23Q: 3 clusters Score -78948.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -78957.218750 Penalty: 3264.684326
	Iteration 24Q: 3 clusters Score -78957.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -78964.265625 Penalty: 3264.684326
	Iteration 25Q: 3 clusters Score -78964.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -78965.468750 Penalty: 3264.684326
	Iteration 26Q: 3 clusters Score -78965.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -78967.257812 Penalty: 3264.684326
	Iteration 27Q: 3 clusters Score -78967.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -78967.257812 Penalty: 3264.684326
	Iteration 28F: 3 clusters Score -78967.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Entering Unmasked Estep 
Score: -2633222.250000 Penalty: 2460.038330
	Iteration 0F: 2 clusters Score -2633222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -2618951.250000 Penalty: 4920.076660
	Iteration 0F: 3 clusters Score -2618951 nChanged 8872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -2623702.500000 Penalty: 4920.076660
	Iteration 1F: 3 clusters Score -2623702 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2624124.250000 Penalty: 4920.076660
	Iteration 2F: 3 clusters Score -2624124 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -2624514.750000 Penalty: 4920.076660
	Iteration 3Q: 3 clusters Score -2624515 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -2624950.500000 Penalty: 4920.076660
	Iteration 4Q: 3 clusters Score -2624950 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -2625491.250000 Penalty: 4920.076660
	Iteration 5Q: 3 clusters Score -2625491 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -2626295.000000 Penalty: 4920.076660
	Iteration 6F: 3 clusters Score -2626295 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -2627309.000000 Penalty: 4920.076660
	Iteration 7F: 3 clusters Score -2627309 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2628483.250000 Penalty: 4920.076660
	Iteration 8F: 3 clusters Score -2628483 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2629542.750000 Penalty: 4920.076660
	Iteration 9F: 3 clusters Score -2629543 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2630258.250000 Penalty: 4920.076660
	Iteration 10Q: 3 clusters Score -2630258 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2630636.500000 Penalty: 4920.076660
	Iteration 11Q: 3 clusters Score -2630636 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2630811.500000 Penalty: 4920.076660
	Iteration 12Q: 3 clusters Score -2630812 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2630896.000000 Penalty: 4920.076660
	Iteration 13Q: 3 clusters Score -2630896 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2630955.250000 Penalty: 4920.076660
	Iteration 14Q: 3 clusters Score -2630955 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2630977.250000 Penalty: 4920.076660
	Iteration 15Q: 3 clusters Score -2630977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2630983.500000 Penalty: 4920.076660
	Iteration 16Q: 3 clusters Score -2630984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2631002.000000 Penalty: 4920.076660
	Iteration 17Q: 3 clusters Score -2631002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2631013.750000 Penalty: 4920.076660
	Iteration 18Q: 3 clusters Score -2631014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2631015.250000 Penalty: 4920.076660
	Iteration 19Q: 3 clusters Score -2631015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2631015.000000 Penalty: 4920.076660
	Iteration 20F: 3 clusters Score -2631015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2631015.500000 Penalty: 4920.076660
	Iteration 21Q: 3 clusters Score -2631016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2631017.250000 Penalty: 4920.076660
	Iteration 22Q: 3 clusters Score -2631017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2631018.750000 Penalty: 4920.076660
	Iteration 23Q: 3 clusters Score -2631019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2631023.500000 Penalty: 4920.076660
	Iteration 24Q: 3 clusters Score -2631024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2631025.250000 Penalty: 4920.076660
	Iteration 25Q: 3 clusters Score -2631025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2631025.250000 Penalty: 4920.076660
	Iteration 26F: 3 clusters Score -2631025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Entering Unmasked Estep 
Score: -89927.929688 Penalty: 1635.074951
	Iteration 0F: 2 clusters Score -89927.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -88230.062500 Penalty: 3270.149902
	Iteration 0F: 3 clusters Score -88230.06 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -88456.648438 Penalty: 3270.149902
	Iteration 1F: 3 clusters Score -88456.65 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -88510.460938 Penalty: 3270.149902
	Iteration 2Q: 3 clusters Score -88510.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -88527.609375 Penalty: 3270.149902
	Iteration 3Q: 3 clusters Score -88527.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -88539.179688 Penalty: 3270.149902
	Iteration 4Q: 3 clusters Score -88539.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -88554.601562 Penalty: 3270.149902
	Iteration 5Q: 3 clusters Score -88554.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -88562.421875 Penalty: 3270.149902
	Iteration 6Q: 3 clusters Score -88562.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -88566.554688 Penalty: 3270.149902
	Iteration 7Q: 3 clusters Score -88566.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -88568.671875 Penalty: 3270.149902
	Iteration 8Q: 3 clusters Score -88568.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -88570.953125 Penalty: 3270.149902
	Iteration 9Q: 3 clusters Score -88570.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -88574.507812 Penalty: 3270.149902
	Iteration 10Q: 3 clusters Score -88574.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -88579.531250 Penalty: 3270.149902
	Iteration 11Q: 3 clusters Score -88579.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -88583.601562 Penalty: 3270.149902
	Iteration 12Q: 3 clusters Score -88583.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -88587.117188 Penalty: 3270.149902
	Iteration 13Q: 3 clusters Score -88587.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -88609.757812 Penalty: 3270.149902
	Iteration 14Q: 3 clusters Score -88609.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -88628.117188 Penalty: 3270.149902
	Iteration 15Q: 3 clusters Score -88628.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -88638.351562 Penalty: 3270.149902
	Iteration 16Q: 3 clusters Score -88638.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -88643.570312 Penalty: 3270.149902
	Iteration 17Q: 3 clusters Score -88643.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -88645.195312 Penalty: 3270.149902
	Iteration 18Q: 3 clusters Score -88645.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -88645.578125 Penalty: 3270.149902
	Iteration 19Q: 3 clusters Score -88645.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -88645.578125 Penalty: 3270.149902
	Iteration 20F: 3 clusters Score -88645.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -16830.746094 Penalty: 1269.262451
	Iteration 0F: 2 clusters Score -16830.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -15819.099609 Penalty: 2538.524902
	Iteration 0F: 3 clusters Score -15819.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15900.014648 Penalty: 2538.524902
	Iteration 1F: 3 clusters Score -15900.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -15915.825195 Penalty: 2538.524902
	Iteration 2Q: 3 clusters Score -15915.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -15915.825195 Penalty: 2538.524902
	Iteration 3F: 3 clusters Score -15915.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (210050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210050 members 
Entering Unmasked Estep 
Score: -26527526.000000 Penalty: 3039.265137
	Iteration 0F: 2 clusters Score -2.652753e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104668 members 
Mstep: Class 2 contains 105382 members 
Entering Unmasked Estep 
Score: -26392952.000000 Penalty: 6078.530273
	Iteration 0F: 3 clusters Score -2.639295e+07 nChanged 101028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98862 members 
Mstep: Class 2 contains 111188 members 
Entering Unmasked Estep 
Score: -26452134.000000 Penalty: 6078.530273
	Iteration 1F: 3 clusters Score -2.645213e+07 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94972 members 
Mstep: Class 2 contains 115078 members 
Entering Unmasked Estep 
Score: -26453836.000000 Penalty: 6078.530273
	Iteration 2Q: 3 clusters Score -2.645384e+07 nChanged 7701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88933 members 
Mstep: Class 2 contains 121117 members 
Entering Unmasked Estep 
Score: -26456802.000000 Penalty: 6078.530273
	Iteration 3Q: 3 clusters Score -2.64568e+07 nChanged 10511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79866 members 
Mstep: Class 2 contains 130184 members 
Entering Unmasked Estep 
Score: -26462296.000000 Penalty: 6078.530273
	Iteration 4F: 3 clusters Score -2.64623e+07 nChanged 14070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67172 members 
Mstep: Class 2 contains 142878 members 
Entering Unmasked Estep 
Score: -26472364.000000 Penalty: 6078.530273
	Iteration 5F: 3 clusters Score -2.647236e+07 nChanged 17719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50879 members 
Mstep: Class 2 contains 159171 members 
Entering Unmasked Estep 
Score: -26487652.000000 Penalty: 6078.530273
	Iteration 6F: 3 clusters Score -2.648765e+07 nChanged 18053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 176122 members 
Entering Unmasked Estep 
Score: -26504784.000000 Penalty: 6078.530273
	Iteration 7F: 3 clusters Score -2.650478e+07 nChanged 13838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 189148 members 
Entering Unmasked Estep 
Score: -26517564.000000 Penalty: 6078.530273
	Iteration 8F: 3 clusters Score -2.651756e+07 nChanged 8085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 196539 members 
Entering Unmasked Estep 
Score: -26525020.000000 Penalty: 6078.530273
	Iteration 9Q: 3 clusters Score -2.652502e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 199726 members 
Entering Unmasked Estep 
Score: -26528332.000000 Penalty: 6078.530273
	Iteration 10Q: 3 clusters Score -2.652833e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 201106 members 
Entering Unmasked Estep 
Score: -26529756.000000 Penalty: 6078.530273
	Iteration 11Q: 3 clusters Score -2.652976e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 201847 members 
Entering Unmasked Estep 
Score: -26530356.000000 Penalty: 6078.530273
	Iteration 12Q: 3 clusters Score -2.653036e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 202322 members 
Entering Unmasked Estep 
Score: -26530490.000000 Penalty: 6078.530273
	Iteration 13Q: 3 clusters Score -2.653049e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 202648 members 
Entering Unmasked Estep 
Score: -26530588.000000 Penalty: 6078.530273
	Iteration 14Q: 3 clusters Score -2.653059e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 202898 members 
Entering Unmasked Estep 
Score: -26530520.000000 Penalty: 6078.530273
	Iteration 15Q: 3 clusters Score -2.653052e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 203095 members 
Entering Unmasked Estep 
Score: -26530522.000000 Penalty: 6078.530273
	Iteration 16Q: 3 clusters Score -2.653052e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 203262 members 
Entering Unmasked Estep 
Score: -26530500.000000 Penalty: 6078.530273
	Iteration 17Q: 3 clusters Score -2.65305e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 203377 members 
Entering Unmasked Estep 
Score: -26530408.000000 Penalty: 6078.530273
	Iteration 18Q: 3 clusters Score -2.653041e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 203471 members 
Entering Unmasked Estep 
Score: -26530406.000000 Penalty: 6078.530273
	Iteration 19Q: 3 clusters Score -2.653041e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 203543 members 
Entering Unmasked Estep 
Score: -26530422.000000 Penalty: 6078.530273
	Iteration 20F: 3 clusters Score -2.653042e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 203595 members 
Entering Unmasked Estep 
Score: -26530474.000000 Penalty: 6078.530273
	Iteration 21Q: 3 clusters Score -2.653047e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 203647 members 
Entering Unmasked Estep 
Score: -26530460.000000 Penalty: 6078.530273
	Iteration 22Q: 3 clusters Score -2.653046e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 203686 members 
Entering Unmasked Estep 
Score: -26530484.000000 Penalty: 6078.530273
	Iteration 23Q: 3 clusters Score -2.653048e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 203713 members 
Entering Unmasked Estep 
Score: -26530500.000000 Penalty: 6078.530273
	Iteration 24Q: 3 clusters Score -2.65305e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 203735 members 
Entering Unmasked Estep 
Score: -26530468.000000 Penalty: 6078.530273
	Iteration 25Q: 3 clusters Score -2.653047e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 203749 members 
Entering Unmasked Estep 
Score: -26530484.000000 Penalty: 6078.530273
	Iteration 26Q: 3 clusters Score -2.653048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 203759 members 
Entering Unmasked Estep 
Score: -26530464.000000 Penalty: 6078.530273
	Iteration 27Q: 3 clusters Score -2.653046e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 203773 members 
Entering Unmasked Estep 
Score: -26530438.000000 Penalty: 6078.530273
	Iteration 28Q: 3 clusters Score -2.653044e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 203784 members 
Entering Unmasked Estep 
Score: -26530428.000000 Penalty: 6078.530273
	Iteration 29Q: 3 clusters Score -2.653043e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 203793 members 
Entering Unmasked Estep 
Score: -26530422.000000 Penalty: 6078.530273
	Iteration 30Q: 3 clusters Score -2.653042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 203800 members 
Entering Unmasked Estep 
Score: -26530428.000000 Penalty: 6078.530273
	Iteration 31Q: 3 clusters Score -2.653043e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 203804 members 
Entering Unmasked Estep 
Score: -26530424.000000 Penalty: 6078.530273
	Iteration 32Q: 3 clusters Score -2.653042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 203806 members 
Entering Unmasked Estep 
Score: -26530438.000000 Penalty: 6078.530273
	Iteration 33Q: 3 clusters Score -2.653044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 203807 members 
Entering Unmasked Estep 
Score: -26530430.000000 Penalty: 6078.530273
	Iteration 34Q: 3 clusters Score -2.653043e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 203807 members 
Entering Unmasked Estep 
Score: -26530418.000000 Penalty: 6078.530273
	Iteration 35Q: 3 clusters Score -2.653042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 203806 members 
Entering Unmasked Estep 
Score: -26530428.000000 Penalty: 6078.530273
	Iteration 36Q: 3 clusters Score -2.653043e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 203806 members 
Entering Unmasked Estep 
Score: -26530428.000000 Penalty: 6078.530273
	Iteration 37F: 3 clusters Score -2.653043e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4879 members 
Mstep: Class 3 contains 41353 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 4010 members 
Mstep: Class 7 contains 11298 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105863 members 
Mstep: Class 11 contains 7042 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22694 members 
Mstep: Class 14 contains 15009 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8518 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20323 members 
Mstep: Class 20 contains 730 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 6244 members 
Mstep: Class 23 contains 1429 members 
Mstep: Class 24 contains 203806 members 
Entering Unmasked Estep 
Score: -57710860.000000 Penalty: 77624.179688
Splitting cluster 22 changes total score from -57708180.000000 to -57710860.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 23 (1429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Entering Unmasked Estep 
Score: -179583.265625 Penalty: 1801.653076
	Iteration 0F: 2 clusters Score -179583.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -177313.390625 Penalty: 3603.306152
	Iteration 0F: 3 clusters Score -177313.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -177692.062500 Penalty: 3603.306152
	Iteration 1F: 3 clusters Score -177692.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -177798.312500 Penalty: 3603.306152
	Iteration 2F: 3 clusters Score -177798.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -177863.937500 Penalty: 3603.306152
	Iteration 3Q: 3 clusters Score -177863.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -177938.000000 Penalty: 3603.306152
	Iteration 4Q: 3 clusters Score -177938 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -177986.531250 Penalty: 3603.306152
	Iteration 5Q: 3 clusters Score -177986.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -178034.250000 Penalty: 3603.306152
	Iteration 6Q: 3 clusters Score -178034.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -178064.953125 Penalty: 3603.306152
	Iteration 7Q: 3 clusters Score -178065 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -178097.250000 Penalty: 3603.306152
	Iteration 8Q: 3 clusters Score -178097.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -178133.390625 Penalty: 3603.306152
	Iteration 9Q: 3 clusters Score -178133.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -178154.875000 Penalty: 3603.306152
	Iteration 10Q: 3 clusters Score -178154.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -178168.515625 Penalty: 3603.306152
	Iteration 11Q: 3 clusters Score -178168.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -178174.281250 Penalty: 3603.306152
	Iteration 12Q: 3 clusters Score -178174.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -178184.015625 Penalty: 3603.306152
	Iteration 13Q: 3 clusters Score -178184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -178197.046875 Penalty: 3603.306152
	Iteration 14Q: 3 clusters Score -178197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -178203.546875 Penalty: 3603.306152
	Iteration 15Q: 3 clusters Score -178203.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -178208.703125 Penalty: 3603.306152
	Iteration 16Q: 3 clusters Score -178208.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -178214.140625 Penalty: 3603.306152
	Iteration 17Q: 3 clusters Score -178214.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -178216.781250 Penalty: 3603.306152
	Iteration 18Q: 3 clusters Score -178216.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -178225.671875 Penalty: 3603.306152
	Iteration 19Q: 3 clusters Score -178225.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -178232.875000 Penalty: 3603.306152
	Iteration 20F: 3 clusters Score -178232.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -178236.281250 Penalty: 3603.306152
	Iteration 21Q: 3 clusters Score -178236.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -178236.984375 Penalty: 3603.306152
	Iteration 22Q: 3 clusters Score -178237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -178239.093750 Penalty: 3603.306152
	Iteration 23Q: 3 clusters Score -178239.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -178240.359375 Penalty: 3603.306152
	Iteration 24Q: 3 clusters Score -178240.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -178241.421875 Penalty: 3603.306152
	Iteration 25Q: 3 clusters Score -178241.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -178241.421875 Penalty: 3603.306152
	Iteration 26F: 3 clusters Score -178241.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4879 members 
Mstep: Class 3 contains 41353 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 4010 members 
Mstep: Class 7 contains 11298 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105863 members 
Mstep: Class 11 contains 7042 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22694 members 
Mstep: Class 14 contains 15009 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8518 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20323 members 
Mstep: Class 20 contains 730 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 6244 members 
Mstep: Class 23 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711288.000000 Penalty: 77624.179688
Iteration 159Q: 25 clusters Score -5.771129e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4906 members 
Mstep: Class 3 contains 41752 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 3963 members 
Mstep: Class 7 contains 11354 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 106291 members 
Mstep: Class 11 contains 7051 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22810 members 
Mstep: Class 14 contains 15114 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8529 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20406 members 
Mstep: Class 20 contains 724 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 6454 members 
Mstep: Class 23 contains 1429 members 
Mstep: Class 24 contains 202417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711784.000000 Penalty: 77624.179688
Iteration 160F: 25 clusters Score -5.771178e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4913 members 
Mstep: Class 3 contains 41657 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 3834 members 
Mstep: Class 7 contains 11301 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 106017 members 
Mstep: Class 11 contains 7046 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22727 members 
Mstep: Class 14 contains 14953 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8471 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20303 members 
Mstep: Class 20 contains 723 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 6522 members 
Mstep: Class 23 contains 1429 members 
Mstep: Class 24 contains 203307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57712092.000000 Penalty: 77624.179688
Iteration 161Q: 25 clusters Score -5.771209e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4927 members 
Mstep: Class 3 contains 41653 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 3731 members 
Mstep: Class 7 contains 11256 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105825 members 
Mstep: Class 11 contains 7030 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22677 members 
Mstep: Class 14 contains 14879 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8442 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20243 members 
Mstep: Class 20 contains 723 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 6588 members 
Mstep: Class 23 contains 1429 members 
Mstep: Class 24 contains 203805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57712376.000000 Penalty: 77624.179688
Iteration 162Q: 25 clusters Score -5.771238e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4939 members 
Mstep: Class 3 contains 41650 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 3638 members 
Mstep: Class 7 contains 11235 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105700 members 
Mstep: Class 11 contains 7015 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22648 members 
Mstep: Class 14 contains 14837 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8420 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20191 members 
Mstep: Class 20 contains 723 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 6654 members 
Mstep: Class 23 contains 1429 members 
Mstep: Class 24 contains 204129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57712376.000000 Penalty: 77624.179688
Iteration 163Q: 25 clusters Score -5.771238e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4949 members 
Mstep: Class 3 contains 41663 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 3545 members 
Mstep: Class 7 contains 11218 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105612 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22625 members 
Mstep: Class 14 contains 14848 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8410 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20152 members 
Mstep: Class 20 contains 723 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 6708 members 
Mstep: Class 23 contains 1429 members 
Mstep: Class 24 contains 204329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57712256.000000 Penalty: 77624.179688
Iteration 164Q: 25 clusters Score -5.771226e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4954 members 
Mstep: Class 3 contains 41689 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 3456 members 
Mstep: Class 7 contains 11215 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105561 members 
Mstep: Class 11 contains 6981 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22609 members 
Mstep: Class 14 contains 14863 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8403 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20123 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 6760 members 
Mstep: Class 23 contains 1429 members 
Mstep: Class 24 contains 204443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57712368.000000 Penalty: 77624.179688
Iteration 165Q: 25 clusters Score -5.771237e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4962 members 
Mstep: Class 3 contains 41701 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 3361 members 
Mstep: Class 7 contains 11204 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105528 members 
Mstep: Class 11 contains 6961 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22590 members 
Mstep: Class 14 contains 14918 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8402 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20098 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 6806 members 
Mstep: Class 23 contains 1429 members 
Mstep: Class 24 contains 204522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57712352.000000 Penalty: 77624.179688
Iteration 166Q: 25 clusters Score -5.771235e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4970 members 
Mstep: Class 3 contains 41707 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 3295 members 
Mstep: Class 7 contains 11198 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105542 members 
Mstep: Class 11 contains 6933 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22566 members 
Mstep: Class 14 contains 14966 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8407 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20085 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 6847 members 
Mstep: Class 23 contains 1429 members 
Mstep: Class 24 contains 204540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57712512.000000 Penalty: 77624.179688
Iteration 167Q: 25 clusters Score -5.771251e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4978 members 
Mstep: Class 3 contains 41715 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 3225 members 
Mstep: Class 7 contains 11180 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105556 members 
Mstep: Class 11 contains 6902 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22559 members 
Mstep: Class 14 contains 15026 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8408 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20074 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 6880 members 
Mstep: Class 23 contains 1429 members 
Mstep: Class 24 contains 204555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57712576.000000 Penalty: 77624.179688
Iteration 168Q: 25 clusters Score -5.771258e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4984 members 
Mstep: Class 3 contains 41728 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 11172 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105561 members 
Mstep: Class 11 contains 6867 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22555 members 
Mstep: Class 14 contains 15088 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8413 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20065 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 6913 members 
Mstep: Class 23 contains 1429 members 
Mstep: Class 24 contains 204562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57712672.000000 Penalty: 77624.179688
Iteration 169Q: 25 clusters Score -5.771267e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4984 members 
Mstep: Class 3 contains 41752 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 3075 members 
Mstep: Class 7 contains 11171 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105566 members 
Mstep: Class 11 contains 6835 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22544 members 
Mstep: Class 14 contains 15158 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8417 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20059 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 6954 members 
Mstep: Class 23 contains 1429 members 
Mstep: Class 24 contains 204553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57712724.000000 Penalty: 77624.179688
Iteration 170Q: 25 clusters Score -5.771272e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4984 members 
Mstep: Class 3 contains 41790 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 3008 members 
Mstep: Class 7 contains 11167 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105571 members 
Mstep: Class 11 contains 6810 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22539 members 
Mstep: Class 14 contains 15223 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8420 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20057 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 6986 members 
Mstep: Class 23 contains 1429 members 
Mstep: Class 24 contains 204516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57712860.000000 Penalty: 77624.179688
Iteration 171Q: 25 clusters Score -5.771286e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 4989 members 
Mstep: Class 3 contains 41819 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 2949 members 
Mstep: Class 7 contains 11168 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105590 members 
Mstep: Class 11 contains 6773 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22532 members 
Mstep: Class 14 contains 15285 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8424 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20052 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 7025 members 
Mstep: Class 23 contains 1429 members 
Mstep: Class 24 contains 204473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57712920.000000 Penalty: 77624.179688
Iteration 172Q: 25 clusters Score -5.771292e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4994 members 
Mstep: Class 3 contains 41834 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 2882 members 
Mstep: Class 7 contains 11164 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105613 members 
Mstep: Class 11 contains 6739 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22526 members 
Mstep: Class 14 contains 15344 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8429 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20051 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 7060 members 
Mstep: Class 23 contains 1429 members 
Mstep: Class 24 contains 204448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57713024.000000 Penalty: 77624.179688
Iteration 173Q: 25 clusters Score -5.771302e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 5000 members 
Mstep: Class 3 contains 41856 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 2818 members 
Mstep: Class 7 contains 11158 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105638 members 
Mstep: Class 11 contains 6707 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22527 members 
Mstep: Class 14 contains 15400 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8431 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20048 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 7091 members 
Mstep: Class 23 contains 1429 members 
Mstep: Class 24 contains 204415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57713084.000000 Penalty: 77624.179688
Iteration 174Q: 25 clusters Score -5.771308e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 5004 members 
Mstep: Class 3 contains 41881 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 2750 members 
Mstep: Class 7 contains 11163 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105667 members 
Mstep: Class 11 contains 6679 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22522 members 
Mstep: Class 14 contains 15452 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8429 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20049 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 7124 members 
Mstep: Class 23 contains 1429 members 
Mstep: Class 24 contains 204375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57713124.000000 Penalty: 77624.179688
Iteration 175Q: 25 clusters Score -5.771312e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 5007 members 
Mstep: Class 3 contains 41903 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 11166 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105720 members 
Mstep: Class 11 contains 6631 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22519 members 
Mstep: Class 14 contains 15516 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8433 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20047 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 7160 members 
Mstep: Class 23 contains 1429 members 
Mstep: Class 24 contains 204313 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 176Q: 25 clusters Score -5.771317e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 5009 members 
Mstep: Class 3 contains 41919 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 2625 members 
Mstep: Class 7 contains 11167 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105761 members 
Mstep: Class 11 contains 6583 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22520 members 
Mstep: Class 14 contains 15585 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8434 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20046 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 7186 members 
Mstep: Class 23 contains 1429 members 
Mstep: Class 24 contains 204267 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 177Q: 25 clusters Score -5.771328e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 5008 members 
Mstep: Class 3 contains 41928 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 2576 members 
Mstep: Class 7 contains 11165 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105811 members 
Mstep: Class 11 contains 6525 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22514 members 
Mstep: Class 14 contains 15651 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8437 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20041 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 7219 members 
Mstep: Class 23 contains 1429 members 
Mstep: Class 24 contains 204235 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 178Q: 25 clusters Score -5.771328e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 5012 members 
Mstep: Class 3 contains 41933 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 2524 members 
Mstep: Class 7 contains 11162 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105867 members 
Mstep: Class 11 contains 6461 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22516 members 
Mstep: Class 14 contains 15708 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8439 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20029 members 
Mstep: Class 20 contains 721 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 7255 members 
Mstep: Class 23 contains 1429 members 
Mstep: Class 24 contains 204205 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 179Q: 25 clusters Score -5.771332e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 5016 members 
Mstep: Class 3 contains 41923 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 2478 members 
Mstep: Class 7 contains 11166 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105937 members 
Mstep: Class 11 contains 6404 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22508 members 
Mstep: Class 14 contains 15751 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8439 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20021 members 
Mstep: Class 20 contains 720 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 7298 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 204181 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 180F: 25 clusters Score -5.771352e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 5018 members 
Mstep: Class 3 contains 41901 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 2437 members 
Mstep: Class 7 contains 11171 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105953 members 
Mstep: Class 11 contains 6409 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22494 members 
Mstep: Class 14 contains 15792 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8439 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20015 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 7334 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 204168 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 181Q: 25 clusters Score -5.771374e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 5024 members 
Mstep: Class 3 contains 41888 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 2400 members 
Mstep: Class 7 contains 11167 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105944 members 
Mstep: Class 11 contains 6420 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22490 members 
Mstep: Class 14 contains 15833 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8442 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20008 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 7356 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 204166 members 
Entering Unmasked Estep 
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Iteration 182Q: 25 clusters Score -5.771393e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 5027 members 
Mstep: Class 3 contains 41873 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 11159 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105926 members 
Mstep: Class 11 contains 6465 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22482 members 
Mstep: Class 14 contains 15880 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8441 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 20002 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 7384 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 204145 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 183Q: 25 clusters Score -5.771396e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5031 members 
Mstep: Class 3 contains 41856 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 2326 members 
Mstep: Class 7 contains 11156 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105896 members 
Mstep: Class 11 contains 6513 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22470 members 
Mstep: Class 14 contains 15919 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8445 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19999 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 7405 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 204128 members 
Entering Unmasked Estep 
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Score: -57714064.000000 Penalty: 77624.179688
Iteration 184Q: 25 clusters Score -5.771406e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 5037 members 
Mstep: Class 3 contains 41853 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 11145 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105871 members 
Mstep: Class 11 contains 6572 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22465 members 
Mstep: Class 14 contains 15962 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8446 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19984 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 7426 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 204090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57714192.000000 Penalty: 77624.179688
Iteration 185Q: 25 clusters Score -5.771419e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 5040 members 
Mstep: Class 3 contains 41853 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 2263 members 
Mstep: Class 7 contains 11137 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105809 members 
Mstep: Class 11 contains 6634 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22466 members 
Mstep: Class 14 contains 16002 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8442 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19978 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 7456 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 204069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57714272.000000 Penalty: 77624.179688
Iteration 186Q: 25 clusters Score -5.771427e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 5045 members 
Mstep: Class 3 contains 41850 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 2230 members 
Mstep: Class 7 contains 11127 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105752 members 
Mstep: Class 11 contains 6695 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22460 members 
Mstep: Class 14 contains 16043 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8442 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19978 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 7486 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 204046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57714396.000000 Penalty: 77624.179688
Iteration 187Q: 25 clusters Score -5.77144e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 5049 members 
Mstep: Class 3 contains 41844 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 2195 members 
Mstep: Class 7 contains 11124 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105708 members 
Mstep: Class 11 contains 6742 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22455 members 
Mstep: Class 14 contains 16082 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8443 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19984 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 7514 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 204021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57714280.000000 Penalty: 77624.179688
Iteration 188Q: 25 clusters Score -5.771428e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 5056 members 
Mstep: Class 3 contains 41856 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 2166 members 
Mstep: Class 7 contains 11120 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105659 members 
Mstep: Class 11 contains 6783 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22453 members 
Mstep: Class 14 contains 16124 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8446 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19986 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7539 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57714348.000000 Penalty: 77624.179688
Iteration 189Q: 25 clusters Score -5.771435e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 5059 members 
Mstep: Class 3 contains 41863 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 2130 members 
Mstep: Class 7 contains 11114 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105600 members 
Mstep: Class 11 contains 6825 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22455 members 
Mstep: Class 14 contains 16170 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8445 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19984 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7564 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57714320.000000 Penalty: 77624.179688
Iteration 190Q: 25 clusters Score -5.771432e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 5060 members 
Mstep: Class 3 contains 41879 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 2082 members 
Mstep: Class 7 contains 11114 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105548 members 
Mstep: Class 11 contains 6847 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22456 members 
Mstep: Class 14 contains 16215 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8444 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19988 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7583 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57714432.000000 Penalty: 77624.179688
Iteration 191Q: 25 clusters Score -5.771443e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 5061 members 
Mstep: Class 3 contains 41896 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 2043 members 
Mstep: Class 7 contains 11108 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105498 members 
Mstep: Class 11 contains 6866 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22462 members 
Mstep: Class 14 contains 16259 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8448 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19988 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7605 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57714480.000000 Penalty: 77624.179688
Iteration 192Q: 25 clusters Score -5.771448e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5061 members 
Mstep: Class 3 contains 41902 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 2009 members 
Mstep: Class 7 contains 11104 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105450 members 
Mstep: Class 11 contains 6894 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22468 members 
Mstep: Class 14 contains 16297 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8444 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19979 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7626 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57714500.000000 Penalty: 77624.179688
Iteration 193Q: 25 clusters Score -5.77145e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 5061 members 
Mstep: Class 3 contains 41914 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 1979 members 
Mstep: Class 7 contains 11107 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105399 members 
Mstep: Class 11 contains 6927 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22469 members 
Mstep: Class 14 contains 16332 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 8443 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19974 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7646 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57714564.000000 Penalty: 77624.179688
Iteration 194Q: 25 clusters Score -5.771456e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5061 members 
Mstep: Class 3 contains 41919 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 1960 members 
Mstep: Class 7 contains 11107 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105371 members 
Mstep: Class 11 contains 6962 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22471 members 
Mstep: Class 14 contains 16361 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8443 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19968 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7662 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57714648.000000 Penalty: 77624.179688
Iteration 195Q: 25 clusters Score -5.771465e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 5062 members 
Mstep: Class 3 contains 41928 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 1933 members 
Mstep: Class 7 contains 11104 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105332 members 
Mstep: Class 11 contains 7001 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22467 members 
Mstep: Class 14 contains 16394 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8442 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19966 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7675 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57714596.000000 Penalty: 77624.179688
Iteration 196Q: 25 clusters Score -5.77146e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 5063 members 
Mstep: Class 3 contains 41935 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 1909 members 
Mstep: Class 7 contains 11099 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105294 members 
Mstep: Class 11 contains 7032 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22470 members 
Mstep: Class 14 contains 16422 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8444 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19964 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7690 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57714620.000000 Penalty: 77624.179688
Iteration 197Q: 25 clusters Score -5.771462e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 5064 members 
Mstep: Class 3 contains 41948 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 1894 members 
Mstep: Class 7 contains 11097 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105269 members 
Mstep: Class 11 contains 7057 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22469 members 
Mstep: Class 14 contains 16450 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8444 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19960 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7702 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57714648.000000 Penalty: 77624.179688
Iteration 198Q: 25 clusters Score -5.771465e+07 nChanged 175
Entering ConstructFrom: 
Score: -57714648.000000 Penalty: 77624.179688
Entering ConstructFrom: 
Trying to split cluster 1 (2543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Entering Unmasked Estep 
Score: -310524.468750 Penalty: 1944.592773
	Iteration 0F: 2 clusters Score -310524.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -307591.062500 Penalty: 3889.185547
	Iteration 0F: 3 clusters Score -307591.1 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -308231.437500 Penalty: 3889.185547
	Iteration 1F: 3 clusters Score -308231.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -308413.437500 Penalty: 3889.185547
	Iteration 2F: 3 clusters Score -308413.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -308544.375000 Penalty: 3889.185547
	Iteration 3Q: 3 clusters Score -308544.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -308644.000000 Penalty: 3889.185547
	Iteration 4Q: 3 clusters Score -308644 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -308729.218750 Penalty: 3889.185547
	Iteration 5Q: 3 clusters Score -308729.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -308774.812500 Penalty: 3889.185547
	Iteration 6Q: 3 clusters Score -308774.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -308818.687500 Penalty: 3889.185547
	Iteration 7Q: 3 clusters Score -308818.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -308860.406250 Penalty: 3889.185547
	Iteration 8Q: 3 clusters Score -308860.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -308890.718750 Penalty: 3889.185547
	Iteration 9Q: 3 clusters Score -308890.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -308929.468750 Penalty: 3889.185547
	Iteration 10Q: 3 clusters Score -308929.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -308967.562500 Penalty: 3889.185547
	Iteration 11Q: 3 clusters Score -308967.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -308985.500000 Penalty: 3889.185547
	Iteration 12Q: 3 clusters Score -308985.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -309006.375000 Penalty: 3889.185547
	Iteration 13Q: 3 clusters Score -309006.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -309027.625000 Penalty: 3889.185547
	Iteration 14Q: 3 clusters Score -309027.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -309044.531250 Penalty: 3889.185547
	Iteration 15Q: 3 clusters Score -309044.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -309055.750000 Penalty: 3889.185547
	Iteration 16Q: 3 clusters Score -309055.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -309066.062500 Penalty: 3889.185547
	Iteration 17Q: 3 clusters Score -309066.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -309073.843750 Penalty: 3889.185547
	Iteration 18Q: 3 clusters Score -309073.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -309080.906250 Penalty: 3889.185547
	Iteration 19Q: 3 clusters Score -309080.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -309087.687500 Penalty: 3889.185547
	Iteration 20F: 3 clusters Score -309087.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -309091.250000 Penalty: 3889.185547
	Iteration 21Q: 3 clusters Score -309091.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -309093.437500 Penalty: 3889.185547
	Iteration 22Q: 3 clusters Score -309093.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -309096.906250 Penalty: 3889.185547
	Iteration 23Q: 3 clusters Score -309096.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -309098.562500 Penalty: 3889.185547
	Iteration 24Q: 3 clusters Score -309098.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -309100.906250 Penalty: 3889.185547
	Iteration 25Q: 3 clusters Score -309100.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -309101.781250 Penalty: 3889.185547
	Iteration 26Q: 3 clusters Score -309101.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -309101.437500 Penalty: 3889.185547
	Iteration 27Q: 3 clusters Score -309101.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -309103.250000 Penalty: 3889.185547
	Iteration 28Q: 3 clusters Score -309103.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -309103.250000 Penalty: 3889.185547
	Iteration 29F: 3 clusters Score -309103.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Entering Unmasked Estep 
Score: -656120.437500 Penalty: 2115.418213
	Iteration 0F: 2 clusters Score -656120.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -651520.937500 Penalty: 4230.836426
	Iteration 0F: 3 clusters Score -651520.9 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -652575.000000 Penalty: 4230.836426
	Iteration 1F: 3 clusters Score -652575 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -652748.625000 Penalty: 4230.836426
	Iteration 2F: 3 clusters Score -652748.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -652863.687500 Penalty: 4230.836426
	Iteration 3Q: 3 clusters Score -652863.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -652938.625000 Penalty: 4230.836426
	Iteration 4Q: 3 clusters Score -652938.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -653001.812500 Penalty: 4230.836426
	Iteration 5Q: 3 clusters Score -653001.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -653049.125000 Penalty: 4230.836426
	Iteration 6Q: 3 clusters Score -653049.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -653086.437500 Penalty: 4230.836426
	Iteration 7Q: 3 clusters Score -653086.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -653112.437500 Penalty: 4230.836426
	Iteration 8Q: 3 clusters Score -653112.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -653132.812500 Penalty: 4230.836426
	Iteration 9Q: 3 clusters Score -653132.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -653156.062500 Penalty: 4230.836426
	Iteration 10Q: 3 clusters Score -653156.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -653170.687500 Penalty: 4230.836426
	Iteration 11Q: 3 clusters Score -653170.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -653181.625000 Penalty: 4230.836426
	Iteration 12Q: 3 clusters Score -653181.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -653196.250000 Penalty: 4230.836426
	Iteration 13Q: 3 clusters Score -653196.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -653208.687500 Penalty: 4230.836426
	Iteration 14Q: 3 clusters Score -653208.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -653219.125000 Penalty: 4230.836426
	Iteration 15Q: 3 clusters Score -653219.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -653231.750000 Penalty: 4230.836426
	Iteration 16Q: 3 clusters Score -653231.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -653252.750000 Penalty: 4230.836426
	Iteration 17Q: 3 clusters Score -653252.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -653275.750000 Penalty: 4230.836426
	Iteration 18Q: 3 clusters Score -653275.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -653298.500000 Penalty: 4230.836426
	Iteration 19Q: 3 clusters Score -653298.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -653320.500000 Penalty: 4230.836426
	Iteration 20F: 3 clusters Score -653320.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -653351.250000 Penalty: 4230.836426
	Iteration 21Q: 3 clusters Score -653351.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -653381.812500 Penalty: 4230.836426
	Iteration 22Q: 3 clusters Score -653381.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -653415.500000 Penalty: 4230.836426
	Iteration 23Q: 3 clusters Score -653415.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -653450.187500 Penalty: 4230.836426
	Iteration 24Q: 3 clusters Score -653450.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -653487.937500 Penalty: 4230.836426
	Iteration 25Q: 3 clusters Score -653487.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -653531.500000 Penalty: 4230.836426
	Iteration 26Q: 3 clusters Score -653531.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -653577.937500 Penalty: 4230.836426
	Iteration 27Q: 3 clusters Score -653577.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -653629.687500 Penalty: 4230.836426
	Iteration 28Q: 3 clusters Score -653629.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -653679.500000 Penalty: 4230.836426
	Iteration 29Q: 3 clusters Score -653679.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -653723.937500 Penalty: 4230.836426
	Iteration 30Q: 3 clusters Score -653723.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -653784.062500 Penalty: 4230.836426
	Iteration 31Q: 3 clusters Score -653784.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -653847.312500 Penalty: 4230.836426
	Iteration 32Q: 3 clusters Score -653847.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -653900.312500 Penalty: 4230.836426
	Iteration 33Q: 3 clusters Score -653900.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -653960.437500 Penalty: 4230.836426
	Iteration 34Q: 3 clusters Score -653960.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -654018.375000 Penalty: 4230.836426
	Iteration 35Q: 3 clusters Score -654018.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -654066.500000 Penalty: 4230.836426
	Iteration 36Q: 3 clusters Score -654066.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -654107.625000 Penalty: 4230.836426
	Iteration 37Q: 3 clusters Score -654107.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -654142.000000 Penalty: 4230.836426
	Iteration 38Q: 3 clusters Score -654142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -654166.937500 Penalty: 4230.836426
	Iteration 39Q: 3 clusters Score -654166.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -654184.562500 Penalty: 4230.836426
	Iteration 40F: 3 clusters Score -654184.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -654199.625000 Penalty: 4230.836426
	Iteration 41Q: 3 clusters Score -654199.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -654211.000000 Penalty: 4230.836426
	Iteration 42Q: 3 clusters Score -654211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -654218.250000 Penalty: 4230.836426
	Iteration 43Q: 3 clusters Score -654218.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -654230.250000 Penalty: 4230.836426
	Iteration 44Q: 3 clusters Score -654230.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -654236.937500 Penalty: 4230.836426
	Iteration 45Q: 3 clusters Score -654236.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -654240.187500 Penalty: 4230.836426
	Iteration 46Q: 3 clusters Score -654240.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -654241.250000 Penalty: 4230.836426
	Iteration 47Q: 3 clusters Score -654241.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -654241.875000 Penalty: 4230.836426
	Iteration 48Q: 3 clusters Score -654241.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -654242.687500 Penalty: 4230.836426
	Iteration 49Q: 3 clusters Score -654242.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -654243.687500 Penalty: 4230.836426
	Iteration 50Q: 3 clusters Score -654243.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -654246.187500 Penalty: 4230.836426
	Iteration 51Q: 3 clusters Score -654246.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -654249.937500 Penalty: 4230.836426
	Iteration 52Q: 3 clusters Score -654249.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -654252.312500 Penalty: 4230.836426
	Iteration 53Q: 3 clusters Score -654252.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -654252.625000 Penalty: 4230.836426
	Iteration 54Q: 3 clusters Score -654252.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -654254.125000 Penalty: 4230.836426
	Iteration 55Q: 3 clusters Score -654254.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -654254.750000 Penalty: 4230.836426
	Iteration 56Q: 3 clusters Score -654254.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -654254.375000 Penalty: 4230.836426
	Iteration 57Q: 3 clusters Score -654254.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -654254.375000 Penalty: 4230.836426
	Iteration 58F: 3 clusters Score -654254.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Entering Unmasked Estep 
Score: -5387031.000000 Penalty: 2639.823242
	Iteration 0F: 2 clusters Score -5387031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -5358510.500000 Penalty: 5279.646484
	Iteration 0F: 3 clusters Score -5358510 nChanged 19420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -5369330.500000 Penalty: 5279.646484
	Iteration 1F: 3 clusters Score -5369330 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -5369840.500000 Penalty: 5279.646484
	Iteration 2Q: 3 clusters Score -5369840 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -5370343.000000 Penalty: 5279.646484
	Iteration 3Q: 3 clusters Score -5370343 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -5370859.500000 Penalty: 5279.646484
	Iteration 4Q: 3 clusters Score -5370860 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -5371430.000000 Penalty: 5279.646484
	Iteration 5Q: 3 clusters Score -5371430 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -5372123.000000 Penalty: 5279.646484
	Iteration 6Q: 3 clusters Score -5372123 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -5373027.500000 Penalty: 5279.646484
	Iteration 7Q: 3 clusters Score -5373028 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -5374314.000000 Penalty: 5279.646484
	Iteration 8Q: 3 clusters Score -5374314 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -5375991.000000 Penalty: 5279.646484
	Iteration 9F: 3 clusters Score -5375991 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -5377834.500000 Penalty: 5279.646484
	Iteration 10F: 3 clusters Score -5377834 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -5379363.500000 Penalty: 5279.646484
	Iteration 11F: 3 clusters Score -5379364 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -5380398.500000 Penalty: 5279.646484
	Iteration 12Q: 3 clusters Score -5380398 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -5381061.000000 Penalty: 5279.646484
	Iteration 13Q: 3 clusters Score -5381061 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -5381520.000000 Penalty: 5279.646484
	Iteration 14Q: 3 clusters Score -5381520 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -5381872.500000 Penalty: 5279.646484
	Iteration 15Q: 3 clusters Score -5381872 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -5382201.000000 Penalty: 5279.646484
	Iteration 16Q: 3 clusters Score -5382201 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -5382443.000000 Penalty: 5279.646484
	Iteration 17Q: 3 clusters Score -5382443 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -5382622.500000 Penalty: 5279.646484
	Iteration 18Q: 3 clusters Score -5382622 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -5382757.000000 Penalty: 5279.646484
	Iteration 19Q: 3 clusters Score -5382757 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -5382840.000000 Penalty: 5279.646484
	Iteration 20F: 3 clusters Score -5382840 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -5382900.500000 Penalty: 5279.646484
	Iteration 21Q: 3 clusters Score -5382900 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -5382924.000000 Penalty: 5279.646484
	Iteration 22Q: 3 clusters Score -5382924 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -5382990.500000 Penalty: 5279.646484
	Iteration 23Q: 3 clusters Score -5382990 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -5383031.000000 Penalty: 5279.646484
	Iteration 24Q: 3 clusters Score -5383031 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -5383091.500000 Penalty: 5279.646484
	Iteration 25Q: 3 clusters Score -5383092 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -5383132.500000 Penalty: 5279.646484
	Iteration 26Q: 3 clusters Score -5383132 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -5383186.500000 Penalty: 5279.646484
	Iteration 27Q: 3 clusters Score -5383186 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -5383258.000000 Penalty: 5279.646484
	Iteration 28Q: 3 clusters Score -5383258 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -5383310.500000 Penalty: 5279.646484
	Iteration 29Q: 3 clusters Score -5383310 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -5383411.500000 Penalty: 5279.646484
	Iteration 30Q: 3 clusters Score -5383412 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -5383488.000000 Penalty: 5279.646484
	Iteration 31Q: 3 clusters Score -5383488 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -5383590.000000 Penalty: 5279.646484
	Iteration 32Q: 3 clusters Score -5383590 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -5383683.500000 Penalty: 5279.646484
	Iteration 33Q: 3 clusters Score -5383684 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -5383776.500000 Penalty: 5279.646484
	Iteration 34Q: 3 clusters Score -5383776 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -5383883.500000 Penalty: 5279.646484
	Iteration 35Q: 3 clusters Score -5383884 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -5384033.000000 Penalty: 5279.646484
	Iteration 36Q: 3 clusters Score -5384033 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -5384153.000000 Penalty: 5279.646484
	Iteration 37Q: 3 clusters Score -5384153 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -5384242.000000 Penalty: 5279.646484
	Iteration 38Q: 3 clusters Score -5384242 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -5384324.500000 Penalty: 5279.646484
	Iteration 39Q: 3 clusters Score -5384324 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -5384374.500000 Penalty: 5279.646484
	Iteration 40F: 3 clusters Score -5384374 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -5384443.500000 Penalty: 5279.646484
	Iteration 41Q: 3 clusters Score -5384444 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -5384516.000000 Penalty: 5279.646484
	Iteration 42Q: 3 clusters Score -5384516 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -5384581.500000 Penalty: 5279.646484
	Iteration 43Q: 3 clusters Score -5384582 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -5384614.000000 Penalty: 5279.646484
	Iteration 44Q: 3 clusters Score -5384614 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -5384647.500000 Penalty: 5279.646484
	Iteration 45Q: 3 clusters Score -5384648 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -5384700.000000 Penalty: 5279.646484
	Iteration 46Q: 3 clusters Score -5384700 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -5384757.500000 Penalty: 5279.646484
	Iteration 47Q: 3 clusters Score -5384758 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -5384776.000000 Penalty: 5279.646484
	Iteration 48Q: 3 clusters Score -5384776 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -5384809.000000 Penalty: 5279.646484
	Iteration 49Q: 3 clusters Score -5384809 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -5384846.000000 Penalty: 5279.646484
	Iteration 50Q: 3 clusters Score -5384846 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -5384883.500000 Penalty: 5279.646484
	Iteration 51Q: 3 clusters Score -5384884 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -5384886.500000 Penalty: 5279.646484
	Iteration 52Q: 3 clusters Score -5384886 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -5384903.500000 Penalty: 5279.646484
	Iteration 53Q: 3 clusters Score -5384904 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -5384903.500000 Penalty: 5279.646484
	Iteration 54Q: 3 clusters Score -5384904 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -5384917.500000 Penalty: 5279.646484
	Iteration 55Q: 3 clusters Score -5384918 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -5384910.500000 Penalty: 5279.646484
	Iteration 56Q: 3 clusters Score -5384910 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -5384908.500000 Penalty: 5279.646484
	Iteration 57Q: 3 clusters Score -5384908 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -5384922.000000 Penalty: 5279.646484
	Iteration 58Q: 3 clusters Score -5384922 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -5384925.500000 Penalty: 5279.646484
	Iteration 59Q: 3 clusters Score -5384926 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -5384935.500000 Penalty: 5279.646484
	Iteration 60F: 3 clusters Score -5384936 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -5384935.500000 Penalty: 5279.646484
	Iteration 61Q: 3 clusters Score -5384936 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30325 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -5384931.500000 Penalty: 5279.646484
	Iteration 62Q: 3 clusters Score -5384932 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -5384932.000000 Penalty: 5279.646484
	Iteration 63Q: 3 clusters Score -5384932 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -5384946.500000 Penalty: 5279.646484
	Iteration 64Q: 3 clusters Score -5384946 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -5384945.500000 Penalty: 5279.646484
	Iteration 65Q: 3 clusters Score -5384946 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -5384940.000000 Penalty: 5279.646484
	Iteration 66Q: 3 clusters Score -5384940 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -5384944.500000 Penalty: 5279.646484
	Iteration 67Q: 3 clusters Score -5384944 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -5384956.000000 Penalty: 5279.646484
	Iteration 68Q: 3 clusters Score -5384956 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -5384960.000000 Penalty: 5279.646484
	Iteration 69Q: 3 clusters Score -5384960 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -5384953.000000 Penalty: 5279.646484
	Iteration 70Q: 3 clusters Score -5384953 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -5384950.500000 Penalty: 5279.646484
	Iteration 71Q: 3 clusters Score -5384950 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -5384954.500000 Penalty: 5279.646484
	Iteration 72Q: 3 clusters Score -5384954 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -5384958.000000 Penalty: 5279.646484
	Iteration 73Q: 3 clusters Score -5384958 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -5384956.000000 Penalty: 5279.646484
	Iteration 74Q: 3 clusters Score -5384956 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -5384967.500000 Penalty: 5279.646484
	Iteration 75Q: 3 clusters Score -5384968 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -5384965.500000 Penalty: 5279.646484
	Iteration 76Q: 3 clusters Score -5384966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -5384964.500000 Penalty: 5279.646484
	Iteration 77Q: 3 clusters Score -5384964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -5384972.500000 Penalty: 5279.646484
	Iteration 78Q: 3 clusters Score -5384972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -5384979.500000 Penalty: 5279.646484
	Iteration 79Q: 3 clusters Score -5384980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -5384975.500000 Penalty: 5279.646484
	Iteration 80F: 3 clusters Score -5384976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -5384973.500000 Penalty: 5279.646484
	Iteration 81Q: 3 clusters Score -5384974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -5384983.000000 Penalty: 5279.646484
	Iteration 82Q: 3 clusters Score -5384983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -5384976.000000 Penalty: 5279.646484
	Iteration 83Q: 3 clusters Score -5384976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -5384983.500000 Penalty: 5279.646484
	Iteration 84Q: 3 clusters Score -5384984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -5384979.000000 Penalty: 5279.646484
	Iteration 85Q: 3 clusters Score -5384979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -5384972.500000 Penalty: 5279.646484
	Iteration 86Q: 3 clusters Score -5384972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -5384971.500000 Penalty: 5279.646484
	Iteration 87Q: 3 clusters Score -5384972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -5384972.000000 Penalty: 5279.646484
	Iteration 88Q: 3 clusters Score -5384972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -5384979.500000 Penalty: 5279.646484
	Iteration 89Q: 3 clusters Score -5384980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -5384975.500000 Penalty: 5279.646484
	Iteration 90Q: 3 clusters Score -5384976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -5384974.000000 Penalty: 5279.646484
	Iteration 91Q: 3 clusters Score -5384974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -5384977.000000 Penalty: 5279.646484
	Iteration 92Q: 3 clusters Score -5384977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -5384976.500000 Penalty: 5279.646484
	Iteration 93Q: 3 clusters Score -5384976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -5384975.000000 Penalty: 5279.646484
	Iteration 94Q: 3 clusters Score -5384975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -5384978.500000 Penalty: 5279.646484
	Iteration 95Q: 3 clusters Score -5384978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -5384976.500000 Penalty: 5279.646484
	Iteration 96Q: 3 clusters Score -5384976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -5384976.500000 Penalty: 5279.646484
	Iteration 97F: 3 clusters Score -5384976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -41313.242188 Penalty: 1475.759399
	Iteration 0F: 2 clusters Score -41313.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -40097.613281 Penalty: 2951.518799
	Iteration 0F: 3 clusters Score -40097.61 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -40267.859375 Penalty: 2951.518799
	Iteration 1F: 3 clusters Score -40267.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -40440.769531 Penalty: 2951.518799
	Iteration 2F: 3 clusters Score -40440.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -40530.851562 Penalty: 2951.518799
	Iteration 3F: 3 clusters Score -40530.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -40616.074219 Penalty: 2951.518799
	Iteration 4F: 3 clusters Score -40616.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -40763.312500 Penalty: 2951.518799
	Iteration 5Q: 3 clusters Score -40763.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -40831.425781 Penalty: 2951.518799
	Iteration 6Q: 3 clusters Score -40831.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -40887.136719 Penalty: 2951.518799
	Iteration 7Q: 3 clusters Score -40887.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -40921.472656 Penalty: 2951.518799
	Iteration 8Q: 3 clusters Score -40921.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -40935.398438 Penalty: 2951.518799
	Iteration 9Q: 3 clusters Score -40935.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -40960.316406 Penalty: 2951.518799
	Iteration 10Q: 3 clusters Score -40960.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -40990.390625 Penalty: 2951.518799
	Iteration 11Q: 3 clusters Score -40990.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -41003.058594 Penalty: 2951.518799
	Iteration 12Q: 3 clusters Score -41003.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -41015.257812 Penalty: 2951.518799
	Iteration 13Q: 3 clusters Score -41015.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -41018.492188 Penalty: 2951.518799
	Iteration 14Q: 3 clusters Score -41018.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -41018.492188 Penalty: 2951.518799
	Iteration 15F: 3 clusters Score -41018.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Entering Unmasked Estep 
Score: -105707.992188 Penalty: 1668.105957
	Iteration 0F: 2 clusters Score -105708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -103868.585938 Penalty: 3336.211914
	Iteration 0F: 3 clusters Score -103868.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -104113.859375 Penalty: 3336.211914
	Iteration 1F: 3 clusters Score -104113.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -104170.906250 Penalty: 3336.211914
	Iteration 2F: 3 clusters Score -104170.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -104207.890625 Penalty: 3336.211914
	Iteration 3Q: 3 clusters Score -104207.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -104226.789062 Penalty: 3336.211914
	Iteration 4Q: 3 clusters Score -104226.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -104239.562500 Penalty: 3336.211914
	Iteration 5Q: 3 clusters Score -104239.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -104249.210938 Penalty: 3336.211914
	Iteration 6Q: 3 clusters Score -104249.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -104252.515625 Penalty: 3336.211914
	Iteration 7Q: 3 clusters Score -104252.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -104257.921875 Penalty: 3336.211914
	Iteration 8Q: 3 clusters Score -104257.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -104257.921875 Penalty: 3336.211914
	Iteration 9F: 3 clusters Score -104257.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Entering Unmasked Estep 
Score: -234676.250000 Penalty: 1869.282593
	Iteration 0F: 2 clusters Score -234676.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -232086.437500 Penalty: 3738.565186
	Iteration 0F: 3 clusters Score -232086.4 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -232534.343750 Penalty: 3738.565186
	Iteration 1F: 3 clusters Score -232534.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -232677.468750 Penalty: 3738.565186
	Iteration 2F: 3 clusters Score -232677.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -232745.984375 Penalty: 3738.565186
	Iteration 3Q: 3 clusters Score -232746 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -232784.937500 Penalty: 3738.565186
	Iteration 4Q: 3 clusters Score -232784.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -232805.250000 Penalty: 3738.565186
	Iteration 5Q: 3 clusters Score -232805.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -232827.796875 Penalty: 3738.565186
	Iteration 6Q: 3 clusters Score -232827.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -232849.406250 Penalty: 3738.565186
	Iteration 7Q: 3 clusters Score -232849.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -232860.078125 Penalty: 3738.565186
	Iteration 8Q: 3 clusters Score -232860.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -232870.015625 Penalty: 3738.565186
	Iteration 9Q: 3 clusters Score -232870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -232875.078125 Penalty: 3738.565186
	Iteration 10Q: 3 clusters Score -232875.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -232879.046875 Penalty: 3738.565186
	Iteration 11Q: 3 clusters Score -232879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -232884.078125 Penalty: 3738.565186
	Iteration 12Q: 3 clusters Score -232884.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -232886.359375 Penalty: 3738.565186
	Iteration 13Q: 3 clusters Score -232886.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -232888.484375 Penalty: 3738.565186
	Iteration 14Q: 3 clusters Score -232888.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -232889.187500 Penalty: 3738.565186
	Iteration 15Q: 3 clusters Score -232889.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -232889.718750 Penalty: 3738.565186
	Iteration 16Q: 3 clusters Score -232889.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -232890.187500 Penalty: 3738.565186
	Iteration 17Q: 3 clusters Score -232890.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -232891.640625 Penalty: 3738.565186
	Iteration 18Q: 3 clusters Score -232891.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -232892.343750 Penalty: 3738.565186
	Iteration 19Q: 3 clusters Score -232892.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -232893.125000 Penalty: 3738.565186
	Iteration 20F: 3 clusters Score -232893.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -232893.562500 Penalty: 3738.565186
	Iteration 21Q: 3 clusters Score -232893.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -232893.765625 Penalty: 3738.565186
	Iteration 22Q: 3 clusters Score -232893.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -232893.765625 Penalty: 3738.565186
	Iteration 23F: 3 clusters Score -232893.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Entering Unmasked Estep 
Score: -1427265.625000 Penalty: 2309.799805
	Iteration 0F: 2 clusters Score -1427266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1418856.875000 Penalty: 4619.599609
	Iteration 0F: 3 clusters Score -1418857 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1421331.750000 Penalty: 4619.599609
	Iteration 1F: 3 clusters Score -1421332 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1421641.125000 Penalty: 4619.599609
	Iteration 2F: 3 clusters Score -1421641 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1421886.125000 Penalty: 4619.599609
	Iteration 3F: 3 clusters Score -1421886 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1422069.500000 Penalty: 4619.599609
	Iteration 4Q: 3 clusters Score -1422070 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1422226.250000 Penalty: 4619.599609
	Iteration 5Q: 3 clusters Score -1422226 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1422372.625000 Penalty: 4619.599609
	Iteration 6Q: 3 clusters Score -1422373 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1422510.125000 Penalty: 4619.599609
	Iteration 7Q: 3 clusters Score -1422510 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1422629.125000 Penalty: 4619.599609
	Iteration 8Q: 3 clusters Score -1422629 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1422742.500000 Penalty: 4619.599609
	Iteration 9Q: 3 clusters Score -1422742 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1422874.875000 Penalty: 4619.599609
	Iteration 10Q: 3 clusters Score -1422875 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1423006.250000 Penalty: 4619.599609
	Iteration 11Q: 3 clusters Score -1423006 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1423173.750000 Penalty: 4619.599609
	Iteration 12Q: 3 clusters Score -1423174 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1423353.375000 Penalty: 4619.599609
	Iteration 13Q: 3 clusters Score -1423353 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1423555.125000 Penalty: 4619.599609
	Iteration 14Q: 3 clusters Score -1423555 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1423739.875000 Penalty: 4619.599609
	Iteration 15Q: 3 clusters Score -1423740 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1423935.250000 Penalty: 4619.599609
	Iteration 16Q: 3 clusters Score -1423935 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1424095.875000 Penalty: 4619.599609
	Iteration 17Q: 3 clusters Score -1424096 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1424233.750000 Penalty: 4619.599609
	Iteration 18Q: 3 clusters Score -1424234 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1424345.375000 Penalty: 4619.599609
	Iteration 19Q: 3 clusters Score -1424345 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1424439.125000 Penalty: 4619.599609
	Iteration 20F: 3 clusters Score -1424439 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1424504.750000 Penalty: 4619.599609
	Iteration 21Q: 3 clusters Score -1424505 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1424558.000000 Penalty: 4619.599609
	Iteration 22Q: 3 clusters Score -1424558 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1424597.500000 Penalty: 4619.599609
	Iteration 23Q: 3 clusters Score -1424598 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1424631.375000 Penalty: 4619.599609
	Iteration 24Q: 3 clusters Score -1424631 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1424659.500000 Penalty: 4619.599609
	Iteration 25Q: 3 clusters Score -1424660 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1424685.000000 Penalty: 4619.599609
	Iteration 26Q: 3 clusters Score -1424685 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1424722.625000 Penalty: 4619.599609
	Iteration 27Q: 3 clusters Score -1424723 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1424773.250000 Penalty: 4619.599609
	Iteration 28Q: 3 clusters Score -1424773 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1424815.250000 Penalty: 4619.599609
	Iteration 29Q: 3 clusters Score -1424815 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1424853.125000 Penalty: 4619.599609
	Iteration 30Q: 3 clusters Score -1424853 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1424882.625000 Penalty: 4619.599609
	Iteration 31Q: 3 clusters Score -1424883 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1424909.625000 Penalty: 4619.599609
	Iteration 32Q: 3 clusters Score -1424910 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1424939.750000 Penalty: 4619.599609
	Iteration 33Q: 3 clusters Score -1424940 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1424972.625000 Penalty: 4619.599609
	Iteration 34Q: 3 clusters Score -1424973 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1425019.500000 Penalty: 4619.599609
	Iteration 35Q: 3 clusters Score -1425020 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1425060.125000 Penalty: 4619.599609
	Iteration 36Q: 3 clusters Score -1425060 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1425097.000000 Penalty: 4619.599609
	Iteration 37Q: 3 clusters Score -1425097 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1425139.625000 Penalty: 4619.599609
	Iteration 38Q: 3 clusters Score -1425140 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1425206.250000 Penalty: 4619.599609
	Iteration 39Q: 3 clusters Score -1425206 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1425320.000000 Penalty: 4619.599609
	Iteration 40F: 3 clusters Score -1425320 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1425474.625000 Penalty: 4619.599609
	Iteration 41Q: 3 clusters Score -1425475 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1425654.000000 Penalty: 4619.599609
	Iteration 42Q: 3 clusters Score -1425654 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1425781.625000 Penalty: 4619.599609
	Iteration 43Q: 3 clusters Score -1425782 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1425862.250000 Penalty: 4619.599609
	Iteration 44Q: 3 clusters Score -1425862 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1425930.125000 Penalty: 4619.599609
	Iteration 45Q: 3 clusters Score -1425930 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1425979.500000 Penalty: 4619.599609
	Iteration 46Q: 3 clusters Score -1425980 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1426006.625000 Penalty: 4619.599609
	Iteration 47Q: 3 clusters Score -1426007 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1426022.750000 Penalty: 4619.599609
	Iteration 48Q: 3 clusters Score -1426023 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1426036.250000 Penalty: 4619.599609
	Iteration 49Q: 3 clusters Score -1426036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1426041.000000 Penalty: 4619.599609
	Iteration 50Q: 3 clusters Score -1426041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1426044.375000 Penalty: 4619.599609
	Iteration 51Q: 3 clusters Score -1426044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1426043.500000 Penalty: 4619.599609
	Iteration 52Q: 3 clusters Score -1426044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1426044.250000 Penalty: 4619.599609
	Iteration 53Q: 3 clusters Score -1426044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1426047.000000 Penalty: 4619.599609
	Iteration 54Q: 3 clusters Score -1426047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1426042.625000 Penalty: 4619.599609
	Iteration 55Q: 3 clusters Score -1426043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1426044.375000 Penalty: 4619.599609
	Iteration 56Q: 3 clusters Score -1426044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1426042.750000 Penalty: 4619.599609
	Iteration 57Q: 3 clusters Score -1426043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1426049.500000 Penalty: 4619.599609
	Iteration 58Q: 3 clusters Score -1426050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1426049.125000 Penalty: 4619.599609
	Iteration 59Q: 3 clusters Score -1426049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1426049.750000 Penalty: 4619.599609
	Iteration 60F: 3 clusters Score -1426050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1426052.875000 Penalty: 4619.599609
	Iteration 61Q: 3 clusters Score -1426053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1426052.500000 Penalty: 4619.599609
	Iteration 62Q: 3 clusters Score -1426052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1426053.375000 Penalty: 4619.599609
	Iteration 63Q: 3 clusters Score -1426053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1426052.000000 Penalty: 4619.599609
	Iteration 64Q: 3 clusters Score -1426052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1426052.000000 Penalty: 4619.599609
	Iteration 65F: 3 clusters Score -1426052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -27818.265625 Penalty: 1369.322388
	Iteration 0F: 2 clusters Score -27818.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26651.183594 Penalty: 2738.644775
	Iteration 0F: 3 clusters Score -26651.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26745.728516 Penalty: 2738.644775
	Iteration 1F: 3 clusters Score -26745.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -26773.134766 Penalty: 2738.644775
	Iteration 2Q: 3 clusters Score -26773.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26781.605469 Penalty: 2738.644775
	Iteration 3Q: 3 clusters Score -26781.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26791.447266 Penalty: 2738.644775
	Iteration 4Q: 3 clusters Score -26791.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26791.447266 Penalty: 2738.644775
	Iteration 5F: 3 clusters Score -26791.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Entering Unmasked Estep 
Score: -64428.285156 Penalty: 1592.562378
	Iteration 0F: 2 clusters Score -64428.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -62909.710938 Penalty: 3185.124756
	Iteration 0F: 3 clusters Score -62909.71 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -63224.500000 Penalty: 3185.124756
	Iteration 1F: 3 clusters Score -63224.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -63506.949219 Penalty: 3185.124756
	Iteration 2F: 3 clusters Score -63506.95 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -63664.957031 Penalty: 3185.124756
	Iteration 3F: 3 clusters Score -63664.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -63795.859375 Penalty: 3185.124756
	Iteration 4Q: 3 clusters Score -63795.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -63870.699219 Penalty: 3185.124756
	Iteration 5Q: 3 clusters Score -63870.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -63929.003906 Penalty: 3185.124756
	Iteration 6Q: 3 clusters Score -63929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -63948.125000 Penalty: 3185.124756
	Iteration 7Q: 3 clusters Score -63948.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -63951.398438 Penalty: 3185.124756
	Iteration 8Q: 3 clusters Score -63951.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -63960.585938 Penalty: 3185.124756
	Iteration 9Q: 3 clusters Score -63960.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -63963.550781 Penalty: 3185.124756
	Iteration 10Q: 3 clusters Score -63963.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -63966.726562 Penalty: 3185.124756
	Iteration 11Q: 3 clusters Score -63966.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -63966.726562 Penalty: 3185.124756
	Iteration 12F: 3 clusters Score -63966.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (105241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105241 members 
Entering Unmasked Estep 
Score: -13500271.000000 Penalty: 2867.874268
	Iteration 0F: 2 clusters Score -1.350027e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52618 members 
Mstep: Class 2 contains 52623 members 
Entering Unmasked Estep 
Score: -13429892.000000 Penalty: 5735.748535
	Iteration 0F: 3 clusters Score -1.342989e+07 nChanged 49741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52047 members 
Mstep: Class 2 contains 53194 members 
Entering Unmasked Estep 
Score: -13458687.000000 Penalty: 5735.748535
	Iteration 1F: 3 clusters Score -1.345869e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51748 members 
Mstep: Class 2 contains 53493 members 
Entering Unmasked Estep 
Score: -13459760.000000 Penalty: 5735.748535
	Iteration 2Q: 3 clusters Score -1.345976e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51325 members 
Mstep: Class 2 contains 53916 members 
Entering Unmasked Estep 
Score: -13461011.000000 Penalty: 5735.748535
	Iteration 3Q: 3 clusters Score -1.346101e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50649 members 
Mstep: Class 2 contains 54592 members 
Entering Unmasked Estep 
Score: -13462566.000000 Penalty: 5735.748535
	Iteration 4Q: 3 clusters Score -1.346257e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49758 members 
Mstep: Class 2 contains 55483 members 
Entering Unmasked Estep 
Score: -13464401.000000 Penalty: 5735.748535
	Iteration 5Q: 3 clusters Score -1.34644e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48468 members 
Mstep: Class 2 contains 56773 members 
Entering Unmasked Estep 
Score: -13466615.000000 Penalty: 5735.748535
	Iteration 6Q: 3 clusters Score -1.346662e+07 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46872 members 
Mstep: Class 2 contains 58369 members 
Entering Unmasked Estep 
Score: -13469204.000000 Penalty: 5735.748535
	Iteration 7Q: 3 clusters Score -1.34692e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45163 members 
Mstep: Class 2 contains 60078 members 
Entering Unmasked Estep 
Score: -13472549.000000 Penalty: 5735.748535
	Iteration 8F: 3 clusters Score -1.347255e+07 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43511 members 
Mstep: Class 2 contains 61730 members 
Entering Unmasked Estep 
Score: -13476717.000000 Penalty: 5735.748535
	Iteration 9F: 3 clusters Score -1.347672e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 63032 members 
Entering Unmasked Estep 
Score: -13480459.000000 Penalty: 5735.748535
	Iteration 10F: 3 clusters Score -1.348046e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 64066 members 
Entering Unmasked Estep 
Score: -13482883.000000 Penalty: 5735.748535
	Iteration 11Q: 3 clusters Score -1.348288e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 65136 members 
Entering Unmasked Estep 
Score: -13484428.000000 Penalty: 5735.748535
	Iteration 12Q: 3 clusters Score -1.348443e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 66348 members 
Entering Unmasked Estep 
Score: -13485599.000000 Penalty: 5735.748535
	Iteration 13Q: 3 clusters Score -1.34856e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37538 members 
Mstep: Class 2 contains 67703 members 
Entering Unmasked Estep 
Score: -13486662.000000 Penalty: 5735.748535
	Iteration 14Q: 3 clusters Score -1.348666e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 69206 members 
Entering Unmasked Estep 
Score: -13487701.000000 Penalty: 5735.748535
	Iteration 15Q: 3 clusters Score -1.34877e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 70845 members 
Entering Unmasked Estep 
Score: -13488765.000000 Penalty: 5735.748535
	Iteration 16Q: 3 clusters Score -1.348876e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 72628 members 
Entering Unmasked Estep 
Score: -13489899.000000 Penalty: 5735.748535
	Iteration 17Q: 3 clusters Score -1.34899e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 74574 members 
Entering Unmasked Estep 
Score: -13491168.000000 Penalty: 5735.748535
	Iteration 18Q: 3 clusters Score -1.349117e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 76702 members 
Entering Unmasked Estep 
Score: -13492740.000000 Penalty: 5735.748535
	Iteration 19Q: 3 clusters Score -1.349274e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 78825 members 
Entering Unmasked Estep 
Score: -13494108.000000 Penalty: 5735.748535
	Iteration 20F: 3 clusters Score -1.349411e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 80774 members 
Entering Unmasked Estep 
Score: -13495531.000000 Penalty: 5735.748535
	Iteration 21Q: 3 clusters Score -1.349553e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 82497 members 
Entering Unmasked Estep 
Score: -13496702.000000 Penalty: 5735.748535
	Iteration 22Q: 3 clusters Score -1.34967e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 83926 members 
Entering Unmasked Estep 
Score: -13497455.000000 Penalty: 5735.748535
	Iteration 23Q: 3 clusters Score -1.349746e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 85136 members 
Entering Unmasked Estep 
Score: -13498030.000000 Penalty: 5735.748535
	Iteration 24Q: 3 clusters Score -1.349803e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 86131 members 
Entering Unmasked Estep 
Score: -13498329.000000 Penalty: 5735.748535
	Iteration 25Q: 3 clusters Score -1.349833e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 86942 members 
Entering Unmasked Estep 
Score: -13498585.000000 Penalty: 5735.748535
	Iteration 26Q: 3 clusters Score -1.349858e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 87672 members 
Entering Unmasked Estep 
Score: -13498788.000000 Penalty: 5735.748535
	Iteration 27Q: 3 clusters Score -1.349879e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 88324 members 
Entering Unmasked Estep 
Score: -13498898.000000 Penalty: 5735.748535
	Iteration 28Q: 3 clusters Score -1.34989e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 88896 members 
Entering Unmasked Estep 
Score: -13499036.000000 Penalty: 5735.748535
	Iteration 29Q: 3 clusters Score -1.349904e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 89410 members 
Entering Unmasked Estep 
Score: -13499157.000000 Penalty: 5735.748535
	Iteration 30Q: 3 clusters Score -1.349916e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 89854 members 
Entering Unmasked Estep 
Score: -13499213.000000 Penalty: 5735.748535
	Iteration 31Q: 3 clusters Score -1.349921e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 90249 members 
Entering Unmasked Estep 
Score: -13499223.000000 Penalty: 5735.748535
	Iteration 32Q: 3 clusters Score -1.349922e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 90585 members 
Entering Unmasked Estep 
Score: -13499287.000000 Penalty: 5735.748535
	Iteration 33Q: 3 clusters Score -1.349929e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 90916 members 
Entering Unmasked Estep 
Score: -13499336.000000 Penalty: 5735.748535
	Iteration 34Q: 3 clusters Score -1.349934e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 91227 members 
Entering Unmasked Estep 
Score: -13499341.000000 Penalty: 5735.748535
	Iteration 35Q: 3 clusters Score -1.349934e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 91506 members 
Entering Unmasked Estep 
Score: -13499415.000000 Penalty: 5735.748535
	Iteration 36Q: 3 clusters Score -1.349942e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 91797 members 
Entering Unmasked Estep 
Score: -13499452.000000 Penalty: 5735.748535
	Iteration 37Q: 3 clusters Score -1.349945e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 92083 members 
Entering Unmasked Estep 
Score: -13499539.000000 Penalty: 5735.748535
	Iteration 38Q: 3 clusters Score -1.349954e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 92345 members 
Entering Unmasked Estep 
Score: -13499566.000000 Penalty: 5735.748535
	Iteration 39Q: 3 clusters Score -1.349957e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 92598 members 
Entering Unmasked Estep 
Score: -13499563.000000 Penalty: 5735.748535
	Iteration 40F: 3 clusters Score -1.349956e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 92810 members 
Entering Unmasked Estep 
Score: -13499579.000000 Penalty: 5735.748535
	Iteration 41Q: 3 clusters Score -1.349958e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 93015 members 
Entering Unmasked Estep 
Score: -13499625.000000 Penalty: 5735.748535
	Iteration 42Q: 3 clusters Score -1.349962e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 93190 members 
Entering Unmasked Estep 
Score: -13499654.000000 Penalty: 5735.748535
	Iteration 43Q: 3 clusters Score -1.349965e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 93343 members 
Entering Unmasked Estep 
Score: -13499655.000000 Penalty: 5735.748535
	Iteration 44Q: 3 clusters Score -1.349966e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 93487 members 
Entering Unmasked Estep 
Score: -13499691.000000 Penalty: 5735.748535
	Iteration 45Q: 3 clusters Score -1.349969e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 93624 members 
Entering Unmasked Estep 
Score: -13499697.000000 Penalty: 5735.748535
	Iteration 46Q: 3 clusters Score -1.34997e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 93737 members 
Entering Unmasked Estep 
Score: -13499668.000000 Penalty: 5735.748535
	Iteration 47Q: 3 clusters Score -1.349967e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 93850 members 
Entering Unmasked Estep 
Score: -13499665.000000 Penalty: 5735.748535
	Iteration 48Q: 3 clusters Score -1.349966e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 93961 members 
Entering Unmasked Estep 
Score: -13499697.000000 Penalty: 5735.748535
	Iteration 49Q: 3 clusters Score -1.34997e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 94061 members 
Entering Unmasked Estep 
Score: -13499691.000000 Penalty: 5735.748535
	Iteration 50Q: 3 clusters Score -1.349969e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 94160 members 
Entering Unmasked Estep 
Score: -13499668.000000 Penalty: 5735.748535
	Iteration 51Q: 3 clusters Score -1.349967e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 94234 members 
Entering Unmasked Estep 
Score: -13499661.000000 Penalty: 5735.748535
	Iteration 52Q: 3 clusters Score -1.349966e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 94312 members 
Entering Unmasked Estep 
Score: -13499658.000000 Penalty: 5735.748535
	Iteration 53Q: 3 clusters Score -1.349966e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 94383 members 
Entering Unmasked Estep 
Score: -13499638.000000 Penalty: 5735.748535
	Iteration 54Q: 3 clusters Score -1.349964e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 94439 members 
Entering Unmasked Estep 
Score: -13499664.000000 Penalty: 5735.748535
	Iteration 55Q: 3 clusters Score -1.349966e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 94502 members 
Entering Unmasked Estep 
Score: -13499652.000000 Penalty: 5735.748535
	Iteration 56Q: 3 clusters Score -1.349965e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 94563 members 
Entering Unmasked Estep 
Score: -13499671.000000 Penalty: 5735.748535
	Iteration 57Q: 3 clusters Score -1.349967e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 94622 members 
Entering Unmasked Estep 
Score: -13499646.000000 Penalty: 5735.748535
	Iteration 58Q: 3 clusters Score -1.349965e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 94674 members 
Entering Unmasked Estep 
Score: -13499655.000000 Penalty: 5735.748535
	Iteration 59Q: 3 clusters Score -1.349966e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 94712 members 
Entering Unmasked Estep 
Score: -13499645.000000 Penalty: 5735.748535
	Iteration 60F: 3 clusters Score -1.349964e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 94758 members 
Entering Unmasked Estep 
Score: -13499634.000000 Penalty: 5735.748535
	Iteration 61Q: 3 clusters Score -1.349963e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 94806 members 
Entering Unmasked Estep 
Score: -13499621.000000 Penalty: 5735.748535
	Iteration 62Q: 3 clusters Score -1.349962e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 94835 members 
Entering Unmasked Estep 
Score: -13499627.000000 Penalty: 5735.748535
	Iteration 63Q: 3 clusters Score -1.349963e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 94871 members 
Entering Unmasked Estep 
Score: -13499620.000000 Penalty: 5735.748535
	Iteration 64Q: 3 clusters Score -1.349962e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 94912 members 
Entering Unmasked Estep 
Score: -13499628.000000 Penalty: 5735.748535
	Iteration 65Q: 3 clusters Score -1.349963e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 94958 members 
Entering Unmasked Estep 
Score: -13499634.000000 Penalty: 5735.748535
	Iteration 66Q: 3 clusters Score -1.349963e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 94999 members 
Entering Unmasked Estep 
Score: -13499644.000000 Penalty: 5735.748535
	Iteration 67Q: 3 clusters Score -1.349964e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 95037 members 
Entering Unmasked Estep 
Score: -13499655.000000 Penalty: 5735.748535
	Iteration 68Q: 3 clusters Score -1.349966e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 95072 members 
Entering Unmasked Estep 
Score: -13499653.000000 Penalty: 5735.748535
	Iteration 69Q: 3 clusters Score -1.349965e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 95097 members 
Entering Unmasked Estep 
Score: -13499651.000000 Penalty: 5735.748535
	Iteration 70Q: 3 clusters Score -1.349965e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 95126 members 
Entering Unmasked Estep 
Score: -13499642.000000 Penalty: 5735.748535
	Iteration 71Q: 3 clusters Score -1.349964e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 95148 members 
Entering Unmasked Estep 
Score: -13499652.000000 Penalty: 5735.748535
	Iteration 72Q: 3 clusters Score -1.349965e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 95169 members 
Entering Unmasked Estep 
Score: -13499643.000000 Penalty: 5735.748535
	Iteration 73Q: 3 clusters Score -1.349964e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 95189 members 
Entering Unmasked Estep 
Score: -13499637.000000 Penalty: 5735.748535
	Iteration 74Q: 3 clusters Score -1.349964e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 95206 members 
Entering Unmasked Estep 
Score: -13499644.000000 Penalty: 5735.748535
	Iteration 75Q: 3 clusters Score -1.349964e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 95221 members 
Entering Unmasked Estep 
Score: -13499653.000000 Penalty: 5735.748535
	Iteration 76Q: 3 clusters Score -1.349965e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 95230 members 
Entering Unmasked Estep 
Score: -13499660.000000 Penalty: 5735.748535
	Iteration 77Q: 3 clusters Score -1.349966e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 95246 members 
Entering Unmasked Estep 
Score: -13499654.000000 Penalty: 5735.748535
	Iteration 78Q: 3 clusters Score -1.349965e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 95265 members 
Entering Unmasked Estep 
Score: -13499639.000000 Penalty: 5735.748535
	Iteration 79Q: 3 clusters Score -1.349964e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 95287 members 
Entering Unmasked Estep 
Score: -13499649.000000 Penalty: 5735.748535
	Iteration 80F: 3 clusters Score -1.349965e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 95304 members 
Entering Unmasked Estep 
Score: -13499659.000000 Penalty: 5735.748535
	Iteration 81Q: 3 clusters Score -1.349966e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 95315 members 
Entering Unmasked Estep 
Score: -13499660.000000 Penalty: 5735.748535
	Iteration 82Q: 3 clusters Score -1.349966e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 95328 members 
Entering Unmasked Estep 
Score: -13499656.000000 Penalty: 5735.748535
	Iteration 83Q: 3 clusters Score -1.349966e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 95339 members 
Entering Unmasked Estep 
Score: -13499665.000000 Penalty: 5735.748535
	Iteration 84Q: 3 clusters Score -1.349966e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 95352 members 
Entering Unmasked Estep 
Score: -13499675.000000 Penalty: 5735.748535
	Iteration 85Q: 3 clusters Score -1.349968e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 95363 members 
Entering Unmasked Estep 
Score: -13499658.000000 Penalty: 5735.748535
	Iteration 86Q: 3 clusters Score -1.349966e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 95371 members 
Entering Unmasked Estep 
Score: -13499661.000000 Penalty: 5735.748535
	Iteration 87Q: 3 clusters Score -1.349966e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 95381 members 
Entering Unmasked Estep 
Score: -13499665.000000 Penalty: 5735.748535
	Iteration 88Q: 3 clusters Score -1.349966e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 95392 members 
Entering Unmasked Estep 
Score: -13499668.000000 Penalty: 5735.748535
	Iteration 89Q: 3 clusters Score -1.349967e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 95402 members 
Entering Unmasked Estep 
Score: -13499672.000000 Penalty: 5735.748535
	Iteration 90Q: 3 clusters Score -1.349967e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 95414 members 
Entering Unmasked Estep 
Score: -13499671.000000 Penalty: 5735.748535
	Iteration 91Q: 3 clusters Score -1.349967e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 95424 members 
Entering Unmasked Estep 
Score: -13499674.000000 Penalty: 5735.748535
	Iteration 92Q: 3 clusters Score -1.349967e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 95440 members 
Entering Unmasked Estep 
Score: -13499677.000000 Penalty: 5735.748535
	Iteration 93Q: 3 clusters Score -1.349968e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 95465 members 
Entering Unmasked Estep 
Score: -13499666.000000 Penalty: 5735.748535
	Iteration 94Q: 3 clusters Score -1.349967e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 95482 members 
Entering Unmasked Estep 
Score: -13499674.000000 Penalty: 5735.748535
	Iteration 95Q: 3 clusters Score -1.349967e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 95498 members 
Entering Unmasked Estep 
Score: -13499649.000000 Penalty: 5735.748535
	Iteration 96Q: 3 clusters Score -1.349965e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 95516 members 
Entering Unmasked Estep 
Score: -13499648.000000 Penalty: 5735.748535
	Iteration 97Q: 3 clusters Score -1.349965e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 95527 members 
Entering Unmasked Estep 
Score: -13499649.000000 Penalty: 5735.748535
	Iteration 98Q: 3 clusters Score -1.349965e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 95534 members 
Entering Unmasked Estep 
Score: -13499664.000000 Penalty: 5735.748535
	Iteration 99Q: 3 clusters Score -1.349966e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 95541 members 
Entering Unmasked Estep 
Score: -13499662.000000 Penalty: 5735.748535
	Iteration 100F: 3 clusters Score -1.349966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 95547 members 
Entering Unmasked Estep 
Score: -13499665.000000 Penalty: 5735.748535
	Iteration 101Q: 3 clusters Score -1.349966e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 95555 members 
Entering Unmasked Estep 
Score: -13499666.000000 Penalty: 5735.748535
	Iteration 102Q: 3 clusters Score -1.349967e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 95563 members 
Entering Unmasked Estep 
Score: -13499668.000000 Penalty: 5735.748535
	Iteration 103Q: 3 clusters Score -1.349967e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 95568 members 
Entering Unmasked Estep 
Score: -13499681.000000 Penalty: 5735.748535
	Iteration 104Q: 3 clusters Score -1.349968e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 95576 members 
Entering Unmasked Estep 
Score: -13499685.000000 Penalty: 5735.748535
	Iteration 105Q: 3 clusters Score -1.349968e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 95584 members 
Entering Unmasked Estep 
Score: -13499669.000000 Penalty: 5735.748535
	Iteration 106Q: 3 clusters Score -1.349967e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 95589 members 
Entering Unmasked Estep 
Score: -13499678.000000 Penalty: 5735.748535
	Iteration 107Q: 3 clusters Score -1.349968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 95592 members 
Entering Unmasked Estep 
Score: -13499681.000000 Penalty: 5735.748535
	Iteration 108Q: 3 clusters Score -1.349968e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 95592 members 
Entering Unmasked Estep 
Score: -13499681.000000 Penalty: 5735.748535
	Iteration 109F: 3 clusters Score -1.349968e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Entering Unmasked Estep 
Score: -900566.750000 Penalty: 2198.772217
	Iteration 0F: 2 clusters Score -900566.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -894721.437500 Penalty: 4397.544434
	Iteration 0F: 3 clusters Score -894721.4 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -896271.250000 Penalty: 4397.544434
	Iteration 1F: 3 clusters Score -896271.2 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -896555.687500 Penalty: 4397.544434
	Iteration 2F: 3 clusters Score -896555.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -896733.500000 Penalty: 4397.544434
	Iteration 3Q: 3 clusters Score -896733.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -896888.375000 Penalty: 4397.544434
	Iteration 4Q: 3 clusters Score -896888.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -897001.687500 Penalty: 4397.544434
	Iteration 5Q: 3 clusters Score -897001.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -897103.750000 Penalty: 4397.544434
	Iteration 6Q: 3 clusters Score -897103.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -897223.687500 Penalty: 4397.544434
	Iteration 7Q: 3 clusters Score -897223.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -897360.875000 Penalty: 4397.544434
	Iteration 8Q: 3 clusters Score -897360.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -897506.500000 Penalty: 4397.544434
	Iteration 9Q: 3 clusters Score -897506.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -897626.312500 Penalty: 4397.544434
	Iteration 10Q: 3 clusters Score -897626.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -897742.562500 Penalty: 4397.544434
	Iteration 11Q: 3 clusters Score -897742.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -897847.625000 Penalty: 4397.544434
	Iteration 12Q: 3 clusters Score -897847.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -897953.125000 Penalty: 4397.544434
	Iteration 13Q: 3 clusters Score -897953.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -898074.625000 Penalty: 4397.544434
	Iteration 14Q: 3 clusters Score -898074.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -898168.500000 Penalty: 4397.544434
	Iteration 15Q: 3 clusters Score -898168.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -898254.187500 Penalty: 4397.544434
	Iteration 16Q: 3 clusters Score -898254.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -898330.937500 Penalty: 4397.544434
	Iteration 17Q: 3 clusters Score -898330.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -898397.562500 Penalty: 4397.544434
	Iteration 18Q: 3 clusters Score -898397.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -898458.312500 Penalty: 4397.544434
	Iteration 19Q: 3 clusters Score -898458.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -898519.875000 Penalty: 4397.544434
	Iteration 20F: 3 clusters Score -898519.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -898558.312500 Penalty: 4397.544434
	Iteration 21Q: 3 clusters Score -898558.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -898598.625000 Penalty: 4397.544434
	Iteration 22Q: 3 clusters Score -898598.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -898630.687500 Penalty: 4397.544434
	Iteration 23Q: 3 clusters Score -898630.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -898659.562500 Penalty: 4397.544434
	Iteration 24Q: 3 clusters Score -898659.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -898671.375000 Penalty: 4397.544434
	Iteration 25Q: 3 clusters Score -898671.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -898680.750000 Penalty: 4397.544434
	Iteration 26Q: 3 clusters Score -898680.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -898690.125000 Penalty: 4397.544434
	Iteration 27Q: 3 clusters Score -898690.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -898696.187500 Penalty: 4397.544434
	Iteration 28Q: 3 clusters Score -898696.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -898702.000000 Penalty: 4397.544434
	Iteration 29Q: 3 clusters Score -898702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -898705.000000 Penalty: 4397.544434
	Iteration 30Q: 3 clusters Score -898705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -898710.500000 Penalty: 4397.544434
	Iteration 31Q: 3 clusters Score -898710.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -898711.375000 Penalty: 4397.544434
	Iteration 32Q: 3 clusters Score -898711.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -898715.500000 Penalty: 4397.544434
	Iteration 33Q: 3 clusters Score -898715.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -898718.062500 Penalty: 4397.544434
	Iteration 34Q: 3 clusters Score -898718.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -898721.250000 Penalty: 4397.544434
	Iteration 35Q: 3 clusters Score -898721.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -898727.312500 Penalty: 4397.544434
	Iteration 36Q: 3 clusters Score -898727.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -898727.437500 Penalty: 4397.544434
	Iteration 37Q: 3 clusters Score -898727.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -898726.750000 Penalty: 4397.544434
	Iteration 38Q: 3 clusters Score -898726.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -898729.750000 Penalty: 4397.544434
	Iteration 39Q: 3 clusters Score -898729.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -898733.187500 Penalty: 4397.544434
	Iteration 40F: 3 clusters Score -898733.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -898735.125000 Penalty: 4397.544434
	Iteration 41Q: 3 clusters Score -898735.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -898736.187500 Penalty: 4397.544434
	Iteration 42Q: 3 clusters Score -898736.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -898738.875000 Penalty: 4397.544434
	Iteration 43Q: 3 clusters Score -898738.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -898740.875000 Penalty: 4397.544434
	Iteration 44Q: 3 clusters Score -898740.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -898741.375000 Penalty: 4397.544434
	Iteration 45Q: 3 clusters Score -898741.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -898745.812500 Penalty: 4397.544434
	Iteration 46Q: 3 clusters Score -898745.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -898747.000000 Penalty: 4397.544434
	Iteration 47Q: 3 clusters Score -898747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -898747.812500 Penalty: 4397.544434
	Iteration 48Q: 3 clusters Score -898747.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -898749.750000 Penalty: 4397.544434
	Iteration 49Q: 3 clusters Score -898749.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -898751.312500 Penalty: 4397.544434
	Iteration 50Q: 3 clusters Score -898751.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -898752.625000 Penalty: 4397.544434
	Iteration 51Q: 3 clusters Score -898752.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -898753.000000 Penalty: 4397.544434
	Iteration 52Q: 3 clusters Score -898753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -898753.812500 Penalty: 4397.544434
	Iteration 53Q: 3 clusters Score -898753.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -898753.750000 Penalty: 4397.544434
	Iteration 54Q: 3 clusters Score -898753.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -898753.687500 Penalty: 4397.544434
	Iteration 55Q: 3 clusters Score -898753.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -898754.812500 Penalty: 4397.544434
	Iteration 56Q: 3 clusters Score -898754.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -898755.000000 Penalty: 4397.544434
	Iteration 57Q: 3 clusters Score -898755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -898755.000000 Penalty: 4397.544434
	Iteration 58F: 3 clusters Score -898755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -64523.667969 Penalty: 1576.744873
	Iteration 0F: 2 clusters Score -64523.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -62915.031250 Penalty: 3153.489746
	Iteration 0F: 3 clusters Score -62915.03 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -63246.636719 Penalty: 3153.489746
	Iteration 1F: 3 clusters Score -63246.64 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -63372.707031 Penalty: 3153.489746
	Iteration 2F: 3 clusters Score -63372.71 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -63452.421875 Penalty: 3153.489746
	Iteration 3Q: 3 clusters Score -63452.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -63488.628906 Penalty: 3153.489746
	Iteration 4Q: 3 clusters Score -63488.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -63526.769531 Penalty: 3153.489746
	Iteration 5Q: 3 clusters Score -63526.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -63547.882812 Penalty: 3153.489746
	Iteration 6Q: 3 clusters Score -63547.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -63558.671875 Penalty: 3153.489746
	Iteration 7Q: 3 clusters Score -63558.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -63565.113281 Penalty: 3153.489746
	Iteration 8Q: 3 clusters Score -63565.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -63565.113281 Penalty: 3153.489746
	Iteration 9F: 3 clusters Score -63565.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Entering Unmasked Estep 
Score: -2895273.000000 Penalty: 2484.911133
	Iteration 0F: 2 clusters Score -2895273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -2879546.250000 Penalty: 4969.822266
	Iteration 0F: 3 clusters Score -2879546 nChanged 9990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -2885105.750000 Penalty: 4969.822266
	Iteration 1F: 3 clusters Score -2885106 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -2885767.500000 Penalty: 4969.822266
	Iteration 2F: 3 clusters Score -2885768 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -2886452.750000 Penalty: 4969.822266
	Iteration 3F: 3 clusters Score -2886453 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2887153.250000 Penalty: 4969.822266
	Iteration 4F: 3 clusters Score -2887153 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -2887884.000000 Penalty: 4969.822266
	Iteration 5F: 3 clusters Score -2887884 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2888591.000000 Penalty: 4969.822266
	Iteration 6F: 3 clusters Score -2888591 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -2889364.750000 Penalty: 4969.822266
	Iteration 7F: 3 clusters Score -2889365 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -2890107.000000 Penalty: 4969.822266
	Iteration 8F: 3 clusters Score -2890107 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -2890696.000000 Penalty: 4969.822266
	Iteration 9Q: 3 clusters Score -2890696 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -2891078.250000 Penalty: 4969.822266
	Iteration 10Q: 3 clusters Score -2891078 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -2891292.500000 Penalty: 4969.822266
	Iteration 11Q: 3 clusters Score -2891292 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -2891458.000000 Penalty: 4969.822266
	Iteration 12Q: 3 clusters Score -2891458 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -2891585.750000 Penalty: 4969.822266
	Iteration 13Q: 3 clusters Score -2891586 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -2891693.500000 Penalty: 4969.822266
	Iteration 14Q: 3 clusters Score -2891694 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2891777.750000 Penalty: 4969.822266
	Iteration 15Q: 3 clusters Score -2891778 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -2891881.000000 Penalty: 4969.822266
	Iteration 16Q: 3 clusters Score -2891881 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -2891960.000000 Penalty: 4969.822266
	Iteration 17Q: 3 clusters Score -2891960 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -2892033.750000 Penalty: 4969.822266
	Iteration 18Q: 3 clusters Score -2892034 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -2892106.500000 Penalty: 4969.822266
	Iteration 19Q: 3 clusters Score -2892106 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -2892175.500000 Penalty: 4969.822266
	Iteration 20F: 3 clusters Score -2892176 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -2892248.250000 Penalty: 4969.822266
	Iteration 21Q: 3 clusters Score -2892248 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -2892308.500000 Penalty: 4969.822266
	Iteration 22Q: 3 clusters Score -2892308 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -2892373.750000 Penalty: 4969.822266
	Iteration 23Q: 3 clusters Score -2892374 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -2892449.000000 Penalty: 4969.822266
	Iteration 24Q: 3 clusters Score -2892449 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -2892526.500000 Penalty: 4969.822266
	Iteration 25Q: 3 clusters Score -2892526 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -2892579.750000 Penalty: 4969.822266
	Iteration 26Q: 3 clusters Score -2892580 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -2892631.250000 Penalty: 4969.822266
	Iteration 27Q: 3 clusters Score -2892631 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -2892708.500000 Penalty: 4969.822266
	Iteration 28Q: 3 clusters Score -2892708 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -2892767.500000 Penalty: 4969.822266
	Iteration 29Q: 3 clusters Score -2892768 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -2892828.750000 Penalty: 4969.822266
	Iteration 30Q: 3 clusters Score -2892829 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -2892894.000000 Penalty: 4969.822266
	Iteration 31Q: 3 clusters Score -2892894 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -2892965.000000 Penalty: 4969.822266
	Iteration 32Q: 3 clusters Score -2892965 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -2893014.250000 Penalty: 4969.822266
	Iteration 33Q: 3 clusters Score -2893014 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -2893049.000000 Penalty: 4969.822266
	Iteration 34Q: 3 clusters Score -2893049 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -2893068.750000 Penalty: 4969.822266
	Iteration 35Q: 3 clusters Score -2893069 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -2893092.250000 Penalty: 4969.822266
	Iteration 36Q: 3 clusters Score -2893092 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -2893122.500000 Penalty: 4969.822266
	Iteration 37Q: 3 clusters Score -2893122 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -2893144.750000 Penalty: 4969.822266
	Iteration 38Q: 3 clusters Score -2893145 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -2893169.750000 Penalty: 4969.822266
	Iteration 39Q: 3 clusters Score -2893170 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -2893192.750000 Penalty: 4969.822266
	Iteration 40F: 3 clusters Score -2893193 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -2893205.000000 Penalty: 4969.822266
	Iteration 41Q: 3 clusters Score -2893205 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -2893230.750000 Penalty: 4969.822266
	Iteration 42Q: 3 clusters Score -2893231 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -2893246.000000 Penalty: 4969.822266
	Iteration 43Q: 3 clusters Score -2893246 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -2893246.750000 Penalty: 4969.822266
	Iteration 44Q: 3 clusters Score -2893247 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -2893270.250000 Penalty: 4969.822266
	Iteration 45Q: 3 clusters Score -2893270 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -2893289.000000 Penalty: 4969.822266
	Iteration 46Q: 3 clusters Score -2893289 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -2893297.250000 Penalty: 4969.822266
	Iteration 47Q: 3 clusters Score -2893297 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -2893306.500000 Penalty: 4969.822266
	Iteration 48Q: 3 clusters Score -2893306 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -2893318.250000 Penalty: 4969.822266
	Iteration 49Q: 3 clusters Score -2893318 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -2893331.750000 Penalty: 4969.822266
	Iteration 50Q: 3 clusters Score -2893332 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -2893338.250000 Penalty: 4969.822266
	Iteration 51Q: 3 clusters Score -2893338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -2893347.000000 Penalty: 4969.822266
	Iteration 52Q: 3 clusters Score -2893347 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -2893346.500000 Penalty: 4969.822266
	Iteration 53Q: 3 clusters Score -2893346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -2893353.500000 Penalty: 4969.822266
	Iteration 54Q: 3 clusters Score -2893354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -2893351.750000 Penalty: 4969.822266
	Iteration 55Q: 3 clusters Score -2893352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -2893350.000000 Penalty: 4969.822266
	Iteration 56Q: 3 clusters Score -2893350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -2893356.750000 Penalty: 4969.822266
	Iteration 57Q: 3 clusters Score -2893357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -2893358.250000 Penalty: 4969.822266
	Iteration 58Q: 3 clusters Score -2893358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -2893358.000000 Penalty: 4969.822266
	Iteration 59Q: 3 clusters Score -2893358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -2893354.250000 Penalty: 4969.822266
	Iteration 60F: 3 clusters Score -2893354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -2893358.250000 Penalty: 4969.822266
	Iteration 61Q: 3 clusters Score -2893358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -2893358.000000 Penalty: 4969.822266
	Iteration 62Q: 3 clusters Score -2893358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -2893355.750000 Penalty: 4969.822266
	Iteration 63Q: 3 clusters Score -2893356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -2893352.500000 Penalty: 4969.822266
	Iteration 64Q: 3 clusters Score -2893352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -2893351.500000 Penalty: 4969.822266
	Iteration 65Q: 3 clusters Score -2893352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -2893352.000000 Penalty: 4969.822266
	Iteration 66Q: 3 clusters Score -2893352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -2893353.500000 Penalty: 4969.822266
	Iteration 67Q: 3 clusters Score -2893354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -2893353.500000 Penalty: 4969.822266
	Iteration 68F: 3 clusters Score -2893354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Entering Unmasked Estep 
Score: -2060321.125000 Penalty: 2407.890381
	Iteration 0F: 2 clusters Score -2060321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -2048645.625000 Penalty: 4815.780762
	Iteration 0F: 3 clusters Score -2048646 nChanged 7071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -2052430.250000 Penalty: 4815.780762
	Iteration 1F: 3 clusters Score -2052430 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2052723.250000 Penalty: 4815.780762
	Iteration 2F: 3 clusters Score -2052723 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -2052972.625000 Penalty: 4815.780762
	Iteration 3Q: 3 clusters Score -2052973 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -2053168.875000 Penalty: 4815.780762
	Iteration 4Q: 3 clusters Score -2053169 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -2053343.250000 Penalty: 4815.780762
	Iteration 5Q: 3 clusters Score -2053343 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2053518.500000 Penalty: 4815.780762
	Iteration 6Q: 3 clusters Score -2053518 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -2053686.875000 Penalty: 4815.780762
	Iteration 7Q: 3 clusters Score -2053687 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -2053845.125000 Penalty: 4815.780762
	Iteration 8Q: 3 clusters Score -2053845 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -2054020.875000 Penalty: 4815.780762
	Iteration 9Q: 3 clusters Score -2054021 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -2054209.375000 Penalty: 4815.780762
	Iteration 10Q: 3 clusters Score -2054209 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2054399.250000 Penalty: 4815.780762
	Iteration 11Q: 3 clusters Score -2054399 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -2054593.500000 Penalty: 4815.780762
	Iteration 12Q: 3 clusters Score -2054594 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -2054776.625000 Penalty: 4815.780762
	Iteration 13Q: 3 clusters Score -2054777 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -2054963.625000 Penalty: 4815.780762
	Iteration 14Q: 3 clusters Score -2054964 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -2055143.500000 Penalty: 4815.780762
	Iteration 15Q: 3 clusters Score -2055144 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -2055316.625000 Penalty: 4815.780762
	Iteration 16Q: 3 clusters Score -2055317 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -2055492.000000 Penalty: 4815.780762
	Iteration 17Q: 3 clusters Score -2055492 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -2055661.125000 Penalty: 4815.780762
	Iteration 18Q: 3 clusters Score -2055661 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -2055855.375000 Penalty: 4815.780762
	Iteration 19Q: 3 clusters Score -2055855 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2056054.000000 Penalty: 4815.780762
	Iteration 20F: 3 clusters Score -2056054 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2056284.000000 Penalty: 4815.780762
	Iteration 21Q: 3 clusters Score -2056284 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2056532.375000 Penalty: 4815.780762
	Iteration 22Q: 3 clusters Score -2056532 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2056821.250000 Penalty: 4815.780762
	Iteration 23Q: 3 clusters Score -2056821 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2057163.125000 Penalty: 4815.780762
	Iteration 24Q: 3 clusters Score -2057163 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2057483.500000 Penalty: 4815.780762
	Iteration 25Q: 3 clusters Score -2057484 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2057725.375000 Penalty: 4815.780762
	Iteration 26Q: 3 clusters Score -2057725 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2057869.250000 Penalty: 4815.780762
	Iteration 27Q: 3 clusters Score -2057869 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2057986.375000 Penalty: 4815.780762
	Iteration 28Q: 3 clusters Score -2057986 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2058073.250000 Penalty: 4815.780762
	Iteration 29Q: 3 clusters Score -2058073 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2058110.750000 Penalty: 4815.780762
	Iteration 30Q: 3 clusters Score -2058111 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2058144.750000 Penalty: 4815.780762
	Iteration 31Q: 3 clusters Score -2058145 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2058179.875000 Penalty: 4815.780762
	Iteration 32Q: 3 clusters Score -2058180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2058205.250000 Penalty: 4815.780762
	Iteration 33Q: 3 clusters Score -2058205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2058217.750000 Penalty: 4815.780762
	Iteration 34Q: 3 clusters Score -2058218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2058230.000000 Penalty: 4815.780762
	Iteration 35Q: 3 clusters Score -2058230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2058235.750000 Penalty: 4815.780762
	Iteration 36Q: 3 clusters Score -2058236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2058239.625000 Penalty: 4815.780762
	Iteration 37Q: 3 clusters Score -2058240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2058239.750000 Penalty: 4815.780762
	Iteration 38Q: 3 clusters Score -2058240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2058241.875000 Penalty: 4815.780762
	Iteration 39Q: 3 clusters Score -2058242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2058249.625000 Penalty: 4815.780762
	Iteration 40F: 3 clusters Score -2058250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2058250.375000 Penalty: 4815.780762
	Iteration 41Q: 3 clusters Score -2058250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2058251.000000 Penalty: 4815.780762
	Iteration 42Q: 3 clusters Score -2058251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2058251.375000 Penalty: 4815.780762
	Iteration 43Q: 3 clusters Score -2058251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2058251.375000 Penalty: 4815.780762
	Iteration 44F: 3 clusters Score -2058251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -81051.515625 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -81051.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -79367.351562 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -79367.35 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -79594.000000 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -79594 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -79664.664062 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -79664.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -79697.429688 Penalty: 3216.379150
	Iteration 3Q: 3 clusters Score -79697.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -79717.914062 Penalty: 3216.379150
	Iteration 4Q: 3 clusters Score -79717.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -79722.179688 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -79722.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -79728.695312 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -79728.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -79730.062500 Penalty: 3216.379150
	Iteration 7Q: 3 clusters Score -79730.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -79730.062500 Penalty: 3216.379150
	Iteration 8F: 3 clusters Score -79730.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Entering Unmasked Estep 
Score: -1091520.750000 Penalty: 2242.220459
	Iteration 0F: 2 clusters Score -1091521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1084816.750000 Penalty: 4484.440918
	Iteration 0F: 3 clusters Score -1084817 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1086510.500000 Penalty: 4484.440918
	Iteration 1F: 3 clusters Score -1086510 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1086815.000000 Penalty: 4484.440918
	Iteration 2F: 3 clusters Score -1086815 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1087044.875000 Penalty: 4484.440918
	Iteration 3F: 3 clusters Score -1087045 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1087238.375000 Penalty: 4484.440918
	Iteration 4Q: 3 clusters Score -1087238 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1087415.875000 Penalty: 4484.440918
	Iteration 5Q: 3 clusters Score -1087416 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1087577.250000 Penalty: 4484.440918
	Iteration 6Q: 3 clusters Score -1087577 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1087737.750000 Penalty: 4484.440918
	Iteration 7Q: 3 clusters Score -1087738 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1087895.500000 Penalty: 4484.440918
	Iteration 8Q: 3 clusters Score -1087896 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1088092.125000 Penalty: 4484.440918
	Iteration 9Q: 3 clusters Score -1088092 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1088331.125000 Penalty: 4484.440918
	Iteration 10Q: 3 clusters Score -1088331 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1088607.750000 Penalty: 4484.440918
	Iteration 11Q: 3 clusters Score -1088608 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1088865.000000 Penalty: 4484.440918
	Iteration 12Q: 3 clusters Score -1088865 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1089063.625000 Penalty: 4484.440918
	Iteration 13Q: 3 clusters Score -1089064 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1089198.125000 Penalty: 4484.440918
	Iteration 14Q: 3 clusters Score -1089198 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1089287.750000 Penalty: 4484.440918
	Iteration 15Q: 3 clusters Score -1089288 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1089345.000000 Penalty: 4484.440918
	Iteration 16Q: 3 clusters Score -1089345 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1089377.625000 Penalty: 4484.440918
	Iteration 17Q: 3 clusters Score -1089378 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1089397.750000 Penalty: 4484.440918
	Iteration 18Q: 3 clusters Score -1089398 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1089412.875000 Penalty: 4484.440918
	Iteration 19Q: 3 clusters Score -1089413 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1089424.125000 Penalty: 4484.440918
	Iteration 20F: 3 clusters Score -1089424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1089433.625000 Penalty: 4484.440918
	Iteration 21Q: 3 clusters Score -1089434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1089440.625000 Penalty: 4484.440918
	Iteration 22Q: 3 clusters Score -1089441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1089451.625000 Penalty: 4484.440918
	Iteration 23Q: 3 clusters Score -1089452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1089457.375000 Penalty: 4484.440918
	Iteration 24Q: 3 clusters Score -1089457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1089465.500000 Penalty: 4484.440918
	Iteration 25Q: 3 clusters Score -1089466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1089481.375000 Penalty: 4484.440918
	Iteration 26Q: 3 clusters Score -1089481 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1089490.625000 Penalty: 4484.440918
	Iteration 27Q: 3 clusters Score -1089491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1089493.750000 Penalty: 4484.440918
	Iteration 28Q: 3 clusters Score -1089494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1089496.000000 Penalty: 4484.440918
	Iteration 29Q: 3 clusters Score -1089496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1089498.875000 Penalty: 4484.440918
	Iteration 30Q: 3 clusters Score -1089499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1089501.000000 Penalty: 4484.440918
	Iteration 31Q: 3 clusters Score -1089501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1089504.875000 Penalty: 4484.440918
	Iteration 32Q: 3 clusters Score -1089505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1089509.125000 Penalty: 4484.440918
	Iteration 33Q: 3 clusters Score -1089509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1089512.750000 Penalty: 4484.440918
	Iteration 34Q: 3 clusters Score -1089513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1089514.250000 Penalty: 4484.440918
	Iteration 35Q: 3 clusters Score -1089514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1089517.000000 Penalty: 4484.440918
	Iteration 36Q: 3 clusters Score -1089517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1089518.625000 Penalty: 4484.440918
	Iteration 37Q: 3 clusters Score -1089519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1089522.625000 Penalty: 4484.440918
	Iteration 38Q: 3 clusters Score -1089523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1089521.750000 Penalty: 4484.440918
	Iteration 39Q: 3 clusters Score -1089522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1089526.375000 Penalty: 4484.440918
	Iteration 40F: 3 clusters Score -1089526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1089526.750000 Penalty: 4484.440918
	Iteration 41Q: 3 clusters Score -1089527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1089526.750000 Penalty: 4484.440918
	Iteration 42F: 3 clusters Score -1089527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -31724.115234 Penalty: 1423.468628
	Iteration 0F: 2 clusters Score -31724.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -30459.539062 Penalty: 2846.937256
	Iteration 0F: 3 clusters Score -30459.54 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -30643.357422 Penalty: 2846.937256
	Iteration 1F: 3 clusters Score -30643.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -30730.333984 Penalty: 2846.937256
	Iteration 2F: 3 clusters Score -30730.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -30760.707031 Penalty: 2846.937256
	Iteration 3Q: 3 clusters Score -30760.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -30800.396484 Penalty: 2846.937256
	Iteration 4Q: 3 clusters Score -30800.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -30842.275391 Penalty: 2846.937256
	Iteration 5Q: 3 clusters Score -30842.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -30854.994141 Penalty: 2846.937256
	Iteration 6Q: 3 clusters Score -30854.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -30861.541016 Penalty: 2846.937256
	Iteration 7Q: 3 clusters Score -30861.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -30874.105469 Penalty: 2846.937256
	Iteration 8Q: 3 clusters Score -30874.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30879.125000 Penalty: 2846.937256
	Iteration 9Q: 3 clusters Score -30879.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30879.125000 Penalty: 2846.937256
	Iteration 10F: 3 clusters Score -30879.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -79593.578125 Penalty: 1632.342163
	Iteration 0F: 2 clusters Score -79593.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -77910.453125 Penalty: 3264.684326
	Iteration 0F: 3 clusters Score -77910.45 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -78155.890625 Penalty: 3264.684326
	Iteration 1F: 3 clusters Score -78155.89 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -78242.148438 Penalty: 3264.684326
	Iteration 2F: 3 clusters Score -78242.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -78294.367188 Penalty: 3264.684326
	Iteration 3Q: 3 clusters Score -78294.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -78328.578125 Penalty: 3264.684326
	Iteration 4Q: 3 clusters Score -78328.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -78380.554688 Penalty: 3264.684326
	Iteration 5Q: 3 clusters Score -78380.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -78427.156250 Penalty: 3264.684326
	Iteration 6Q: 3 clusters Score -78427.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -78464.289062 Penalty: 3264.684326
	Iteration 7Q: 3 clusters Score -78464.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -78519.789062 Penalty: 3264.684326
	Iteration 8Q: 3 clusters Score -78519.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -78561.382812 Penalty: 3264.684326
	Iteration 9Q: 3 clusters Score -78561.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -78573.117188 Penalty: 3264.684326
	Iteration 10Q: 3 clusters Score -78573.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -78580.335938 Penalty: 3264.684326
	Iteration 11Q: 3 clusters Score -78580.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -78585.062500 Penalty: 3264.684326
	Iteration 12Q: 3 clusters Score -78585.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -78588.765625 Penalty: 3264.684326
	Iteration 13Q: 3 clusters Score -78588.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -78588.765625 Penalty: 3264.684326
	Iteration 14F: 3 clusters Score -78588.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Entering Unmasked Estep 
Score: -2586592.500000 Penalty: 2455.580811
	Iteration 0F: 2 clusters Score -2586592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -2572497.750000 Penalty: 4911.161621
	Iteration 0F: 3 clusters Score -2572498 nChanged 8840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2577273.500000 Penalty: 4911.161621
	Iteration 1F: 3 clusters Score -2577274 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -2577673.250000 Penalty: 4911.161621
	Iteration 2F: 3 clusters Score -2577673 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2577995.000000 Penalty: 4911.161621
	Iteration 3Q: 3 clusters Score -2577995 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -2578338.500000 Penalty: 4911.161621
	Iteration 4Q: 3 clusters Score -2578338 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2578749.000000 Penalty: 4911.161621
	Iteration 5Q: 3 clusters Score -2578749 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -2579321.250000 Penalty: 4911.161621
	Iteration 6Q: 3 clusters Score -2579321 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -2580139.750000 Penalty: 4911.161621
	Iteration 7F: 3 clusters Score -2580140 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -2581110.500000 Penalty: 4911.161621
	Iteration 8F: 3 clusters Score -2581110 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -2582093.500000 Penalty: 4911.161621
	Iteration 9F: 3 clusters Score -2582094 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -2582829.250000 Penalty: 4911.161621
	Iteration 10Q: 3 clusters Score -2582829 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -2583358.750000 Penalty: 4911.161621
	Iteration 11Q: 3 clusters Score -2583359 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -2583627.250000 Penalty: 4911.161621
	Iteration 12Q: 3 clusters Score -2583627 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -2583778.750000 Penalty: 4911.161621
	Iteration 13Q: 3 clusters Score -2583779 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -2583872.000000 Penalty: 4911.161621
	Iteration 14Q: 3 clusters Score -2583872 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -2583945.500000 Penalty: 4911.161621
	Iteration 15Q: 3 clusters Score -2583946 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -2583986.500000 Penalty: 4911.161621
	Iteration 16Q: 3 clusters Score -2583986 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -2584036.000000 Penalty: 4911.161621
	Iteration 17Q: 3 clusters Score -2584036 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -2584082.750000 Penalty: 4911.161621
	Iteration 18Q: 3 clusters Score -2584083 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -2584112.750000 Penalty: 4911.161621
	Iteration 19Q: 3 clusters Score -2584113 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -2584130.500000 Penalty: 4911.161621
	Iteration 20F: 3 clusters Score -2584130 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -2584153.250000 Penalty: 4911.161621
	Iteration 21Q: 3 clusters Score -2584153 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -2584174.000000 Penalty: 4911.161621
	Iteration 22Q: 3 clusters Score -2584174 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -2584187.750000 Penalty: 4911.161621
	Iteration 23Q: 3 clusters Score -2584188 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -2584202.000000 Penalty: 4911.161621
	Iteration 24Q: 3 clusters Score -2584202 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -2584227.500000 Penalty: 4911.161621
	Iteration 25Q: 3 clusters Score -2584228 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -2584236.250000 Penalty: 4911.161621
	Iteration 26Q: 3 clusters Score -2584236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -2584244.250000 Penalty: 4911.161621
	Iteration 27Q: 3 clusters Score -2584244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -2584249.750000 Penalty: 4911.161621
	Iteration 28Q: 3 clusters Score -2584250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2584258.500000 Penalty: 4911.161621
	Iteration 29Q: 3 clusters Score -2584258 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -2584263.750000 Penalty: 4911.161621
	Iteration 30Q: 3 clusters Score -2584264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -2584265.500000 Penalty: 4911.161621
	Iteration 31Q: 3 clusters Score -2584266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -2584278.750000 Penalty: 4911.161621
	Iteration 32Q: 3 clusters Score -2584279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -2584292.500000 Penalty: 4911.161621
	Iteration 33Q: 3 clusters Score -2584292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -2584298.750000 Penalty: 4911.161621
	Iteration 34Q: 3 clusters Score -2584299 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2584300.500000 Penalty: 4911.161621
	Iteration 35Q: 3 clusters Score -2584300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -2584303.250000 Penalty: 4911.161621
	Iteration 36Q: 3 clusters Score -2584303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -2584314.750000 Penalty: 4911.161621
	Iteration 37Q: 3 clusters Score -2584315 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -2584320.000000 Penalty: 4911.161621
	Iteration 38Q: 3 clusters Score -2584320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -2584325.750000 Penalty: 4911.161621
	Iteration 39Q: 3 clusters Score -2584326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -2584329.750000 Penalty: 4911.161621
	Iteration 40F: 3 clusters Score -2584330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -2584333.500000 Penalty: 4911.161621
	Iteration 41Q: 3 clusters Score -2584334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -2584339.750000 Penalty: 4911.161621
	Iteration 42Q: 3 clusters Score -2584340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -2584336.000000 Penalty: 4911.161621
	Iteration 43Q: 3 clusters Score -2584336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -2584344.500000 Penalty: 4911.161621
	Iteration 44Q: 3 clusters Score -2584344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -2584351.250000 Penalty: 4911.161621
	Iteration 45Q: 3 clusters Score -2584351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -2584357.500000 Penalty: 4911.161621
	Iteration 46Q: 3 clusters Score -2584358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -2584366.750000 Penalty: 4911.161621
	Iteration 47Q: 3 clusters Score -2584367 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -2584375.750000 Penalty: 4911.161621
	Iteration 48Q: 3 clusters Score -2584376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -2584385.250000 Penalty: 4911.161621
	Iteration 49Q: 3 clusters Score -2584385 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -2584392.250000 Penalty: 4911.161621
	Iteration 50Q: 3 clusters Score -2584392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -2584395.750000 Penalty: 4911.161621
	Iteration 51Q: 3 clusters Score -2584396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -2584402.500000 Penalty: 4911.161621
	Iteration 52Q: 3 clusters Score -2584402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -2584410.750000 Penalty: 4911.161621
	Iteration 53Q: 3 clusters Score -2584411 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -2584413.500000 Penalty: 4911.161621
	Iteration 54Q: 3 clusters Score -2584414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -2584419.250000 Penalty: 4911.161621
	Iteration 55Q: 3 clusters Score -2584419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -2584422.750000 Penalty: 4911.161621
	Iteration 56Q: 3 clusters Score -2584423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -2584424.000000 Penalty: 4911.161621
	Iteration 57Q: 3 clusters Score -2584424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -2584433.000000 Penalty: 4911.161621
	Iteration 58Q: 3 clusters Score -2584433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -2584429.000000 Penalty: 4911.161621
	Iteration 59Q: 3 clusters Score -2584429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -2584438.500000 Penalty: 4911.161621
	Iteration 60F: 3 clusters Score -2584438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -2584439.000000 Penalty: 4911.161621
	Iteration 61Q: 3 clusters Score -2584439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -2584439.750000 Penalty: 4911.161621
	Iteration 62Q: 3 clusters Score -2584440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -2584441.250000 Penalty: 4911.161621
	Iteration 63Q: 3 clusters Score -2584441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -2584441.750000 Penalty: 4911.161621
	Iteration 64Q: 3 clusters Score -2584442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -2584443.250000 Penalty: 4911.161621
	Iteration 65Q: 3 clusters Score -2584443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -2584444.750000 Penalty: 4911.161621
	Iteration 66Q: 3 clusters Score -2584445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -2584444.750000 Penalty: 4911.161621
	Iteration 67F: 3 clusters Score -2584445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Entering Unmasked Estep 
Score: -88590.171875 Penalty: 1631.309570
	Iteration 0F: 2 clusters Score -88590.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -86884.414062 Penalty: 3262.619141
	Iteration 0F: 3 clusters Score -86884.41 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -87114.000000 Penalty: 3262.619141
	Iteration 1F: 3 clusters Score -87114 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -87170.132812 Penalty: 3262.619141
	Iteration 2F: 3 clusters Score -87170.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -87198.421875 Penalty: 3262.619141
	Iteration 3Q: 3 clusters Score -87198.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -87215.187500 Penalty: 3262.619141
	Iteration 4Q: 3 clusters Score -87215.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -87224.968750 Penalty: 3262.619141
	Iteration 5Q: 3 clusters Score -87224.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -87226.523438 Penalty: 3262.619141
	Iteration 6Q: 3 clusters Score -87226.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -87230.046875 Penalty: 3262.619141
	Iteration 7Q: 3 clusters Score -87230.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -87231.585938 Penalty: 3262.619141
	Iteration 8Q: 3 clusters Score -87231.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -87231.585938 Penalty: 3262.619141
	Iteration 9F: 3 clusters Score -87231.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -16935.181641 Penalty: 1270.743042
	Iteration 0F: 2 clusters Score -16935.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -15903.191406 Penalty: 2541.486084
	Iteration 0F: 3 clusters Score -15903.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15959.514648 Penalty: 2541.486084
	Iteration 1F: 3 clusters Score -15959.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15969.602539 Penalty: 2541.486084
	Iteration 2Q: 3 clusters Score -15969.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -16040.131836 Penalty: 2541.486084
	Iteration 3Q: 3 clusters Score -16040.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -16076.565430 Penalty: 2541.486084
	Iteration 4Q: 3 clusters Score -16076.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -16107.209961 Penalty: 2541.486084
	Iteration 5Q: 3 clusters Score -16107.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -16108.193359 Penalty: 2541.486084
	Iteration 6F: 3 clusters Score -16108.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -16138.993164 Penalty: 2541.486084
	Iteration 7Q: 3 clusters Score -16138.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -16138.993164 Penalty: 2541.486084
	Iteration 8F: 3 clusters Score -16138.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Entering Unmasked Estep 
Score: -998196.937500 Penalty: 2219.924805
	Iteration 0F: 2 clusters Score -998196.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -991981.062500 Penalty: 4439.849609
	Iteration 0F: 3 clusters Score -991981.1 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -993617.937500 Penalty: 4439.849609
	Iteration 1F: 3 clusters Score -993617.9 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -993883.812500 Penalty: 4439.849609
	Iteration 2F: 3 clusters Score -993883.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -994054.562500 Penalty: 4439.849609
	Iteration 3Q: 3 clusters Score -994054.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -994168.250000 Penalty: 4439.849609
	Iteration 4Q: 3 clusters Score -994168.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -994248.687500 Penalty: 4439.849609
	Iteration 5Q: 3 clusters Score -994248.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -994317.875000 Penalty: 4439.849609
	Iteration 6Q: 3 clusters Score -994317.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -994383.437500 Penalty: 4439.849609
	Iteration 7Q: 3 clusters Score -994383.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -994457.750000 Penalty: 4439.849609
	Iteration 8Q: 3 clusters Score -994457.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -994545.375000 Penalty: 4439.849609
	Iteration 9Q: 3 clusters Score -994545.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -994653.187500 Penalty: 4439.849609
	Iteration 10Q: 3 clusters Score -994653.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -994797.250000 Penalty: 4439.849609
	Iteration 11Q: 3 clusters Score -994797.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -994955.062500 Penalty: 4439.849609
	Iteration 12Q: 3 clusters Score -994955.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -995139.625000 Penalty: 4439.849609
	Iteration 13Q: 3 clusters Score -995139.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -995311.250000 Penalty: 4439.849609
	Iteration 14Q: 3 clusters Score -995311.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -995488.812500 Penalty: 4439.849609
	Iteration 15Q: 3 clusters Score -995488.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -995639.687500 Penalty: 4439.849609
	Iteration 16Q: 3 clusters Score -995639.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -995776.687500 Penalty: 4439.849609
	Iteration 17Q: 3 clusters Score -995776.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -995885.875000 Penalty: 4439.849609
	Iteration 18Q: 3 clusters Score -995885.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -995975.062500 Penalty: 4439.849609
	Iteration 19Q: 3 clusters Score -995975.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -996035.500000 Penalty: 4439.849609
	Iteration 20F: 3 clusters Score -996035.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -996072.437500 Penalty: 4439.849609
	Iteration 21Q: 3 clusters Score -996072.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -996104.062500 Penalty: 4439.849609
	Iteration 22Q: 3 clusters Score -996104.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -996135.000000 Penalty: 4439.849609
	Iteration 23Q: 3 clusters Score -996135 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -996165.062500 Penalty: 4439.849609
	Iteration 24Q: 3 clusters Score -996165.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -996184.187500 Penalty: 4439.849609
	Iteration 25Q: 3 clusters Score -996184.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -996202.062500 Penalty: 4439.849609
	Iteration 26Q: 3 clusters Score -996202.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -996215.750000 Penalty: 4439.849609
	Iteration 27Q: 3 clusters Score -996215.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -996227.750000 Penalty: 4439.849609
	Iteration 28Q: 3 clusters Score -996227.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -996234.812500 Penalty: 4439.849609
	Iteration 29Q: 3 clusters Score -996234.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -996240.812500 Penalty: 4439.849609
	Iteration 30Q: 3 clusters Score -996240.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -996252.062500 Penalty: 4439.849609
	Iteration 31Q: 3 clusters Score -996252.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -996261.062500 Penalty: 4439.849609
	Iteration 32Q: 3 clusters Score -996261.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -996268.750000 Penalty: 4439.849609
	Iteration 33Q: 3 clusters Score -996268.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -996274.687500 Penalty: 4439.849609
	Iteration 34Q: 3 clusters Score -996274.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -996280.937500 Penalty: 4439.849609
	Iteration 35Q: 3 clusters Score -996280.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -996280.125000 Penalty: 4439.849609
	Iteration 36Q: 3 clusters Score -996280.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -996281.000000 Penalty: 4439.849609
	Iteration 37Q: 3 clusters Score -996281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -996281.625000 Penalty: 4439.849609
	Iteration 38Q: 3 clusters Score -996281.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -996281.812500 Penalty: 4439.849609
	Iteration 39Q: 3 clusters Score -996281.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -996283.812500 Penalty: 4439.849609
	Iteration 40F: 3 clusters Score -996283.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Entering Unmasked Estep 
Score: -179460.156250 Penalty: 1801.479492
	Iteration 0F: 2 clusters Score -179460.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -177243.968750 Penalty: 3602.958984
	Iteration 0F: 3 clusters Score -177244 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -177661.171875 Penalty: 3602.958984
	Iteration 1F: 3 clusters Score -177661.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -177794.484375 Penalty: 3602.958984
	Iteration 2F: 3 clusters Score -177794.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -177873.234375 Penalty: 3602.958984
	Iteration 3Q: 3 clusters Score -177873.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -177942.968750 Penalty: 3602.958984
	Iteration 4Q: 3 clusters Score -177943 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -177985.000000 Penalty: 3602.958984
	Iteration 5Q: 3 clusters Score -177985 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -178012.062500 Penalty: 3602.958984
	Iteration 6Q: 3 clusters Score -178012.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -178038.156250 Penalty: 3602.958984
	Iteration 7Q: 3 clusters Score -178038.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -178053.656250 Penalty: 3602.958984
	Iteration 8Q: 3 clusters Score -178053.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -178067.484375 Penalty: 3602.958984
	Iteration 9Q: 3 clusters Score -178067.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -178083.031250 Penalty: 3602.958984
	Iteration 10Q: 3 clusters Score -178083 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -178107.984375 Penalty: 3602.958984
	Iteration 11Q: 3 clusters Score -178108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -178129.953125 Penalty: 3602.958984
	Iteration 12Q: 3 clusters Score -178130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -178139.734375 Penalty: 3602.958984
	Iteration 13Q: 3 clusters Score -178139.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -178150.921875 Penalty: 3602.958984
	Iteration 14Q: 3 clusters Score -178150.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -178156.796875 Penalty: 3602.958984
	Iteration 15Q: 3 clusters Score -178156.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -178169.796875 Penalty: 3602.958984
	Iteration 16Q: 3 clusters Score -178169.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -178172.062500 Penalty: 3602.958984
	Iteration 17Q: 3 clusters Score -178172.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -178172.656250 Penalty: 3602.958984
	Iteration 18Q: 3 clusters Score -178172.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -178174.890625 Penalty: 3602.958984
	Iteration 19Q: 3 clusters Score -178174.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -178179.156250 Penalty: 3602.958984
	Iteration 20F: 3 clusters Score -178179.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -178183.828125 Penalty: 3602.958984
	Iteration 21Q: 3 clusters Score -178183.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -178190.234375 Penalty: 3602.958984
	Iteration 22Q: 3 clusters Score -178190.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -178193.828125 Penalty: 3602.958984
	Iteration 23Q: 3 clusters Score -178193.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -178194.531250 Penalty: 3602.958984
	Iteration 24Q: 3 clusters Score -178194.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -178195.328125 Penalty: 3602.958984
	Iteration 25Q: 3 clusters Score -178195.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -178196.031250 Penalty: 3602.958984
	Iteration 26Q: 3 clusters Score -178196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -178196.031250 Penalty: 3602.958984
	Iteration 27F: 3 clusters Score -178196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (203825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203825 members 
Entering Unmasked Estep 
Score: -25754200.000000 Penalty: 3031.804443
	Iteration 0F: 2 clusters Score -2.57542e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102120 members 
Mstep: Class 2 contains 101705 members 
Entering Unmasked Estep 
Score: -25621642.000000 Penalty: 6063.608887
	Iteration 0F: 3 clusters Score -2.562164e+07 nChanged 98157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104311 members 
Mstep: Class 2 contains 99514 members 
Entering Unmasked Estep 
Score: -25679206.000000 Penalty: 6063.608887
	Iteration 1F: 3 clusters Score -2.567921e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105886 members 
Mstep: Class 2 contains 97939 members 
Entering Unmasked Estep 
Score: -25680202.000000 Penalty: 6063.608887
	Iteration 2Q: 3 clusters Score -2.56802e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108343 members 
Mstep: Class 2 contains 95482 members 
Entering Unmasked Estep 
Score: -25681202.000000 Penalty: 6063.608887
	Iteration 3Q: 3 clusters Score -2.56812e+07 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112288 members 
Mstep: Class 2 contains 91537 members 
Entering Unmasked Estep 
Score: -25682876.000000 Penalty: 6063.608887
	Iteration 4Q: 3 clusters Score -2.568288e+07 nChanged 7285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118057 members 
Mstep: Class 2 contains 85768 members 
Entering Unmasked Estep 
Score: -25685764.000000 Penalty: 6063.608887
	Iteration 5Q: 3 clusters Score -2.568576e+07 nChanged 9350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126465 members 
Mstep: Class 2 contains 77360 members 
Entering Unmasked Estep 
Score: -25690578.000000 Penalty: 6063.608887
	Iteration 6Q: 3 clusters Score -2.569058e+07 nChanged 12286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138251 members 
Mstep: Class 2 contains 65574 members 
Entering Unmasked Estep 
Score: -25698734.000000 Penalty: 6063.608887
	Iteration 7F: 3 clusters Score -2.569873e+07 nChanged 14858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152911 members 
Mstep: Class 2 contains 50914 members 
Entering Unmasked Estep 
Score: -25710260.000000 Penalty: 6063.608887
	Iteration 8F: 3 clusters Score -2.571026e+07 nChanged 15805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168632 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -25723542.000000 Penalty: 6063.608887
	Iteration 9F: 3 clusters Score -2.572354e+07 nChanged 13806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182418 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -25735322.000000 Penalty: 6063.608887
	Iteration 10F: 3 clusters Score -2.573532e+07 nChanged 9941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192355 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -25743492.000000 Penalty: 6063.608887
	Iteration 11Q: 3 clusters Score -2.574349e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198080 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -25747758.000000 Penalty: 6063.608887
	Iteration 12Q: 3 clusters Score -2.574776e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201008 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -25749830.000000 Penalty: 6063.608887
	Iteration 13Q: 3 clusters Score -2.574983e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202318 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -25750678.000000 Penalty: 6063.608887
	Iteration 14Q: 3 clusters Score -2.575068e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202872 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -25751056.000000 Penalty: 6063.608887
	Iteration 15Q: 3 clusters Score -2.575106e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203118 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -25751264.000000 Penalty: 6063.608887
	Iteration 16Q: 3 clusters Score -2.575126e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203248 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -25751354.000000 Penalty: 6063.608887
	Iteration 17Q: 3 clusters Score -2.575135e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203312 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -25751450.000000 Penalty: 6063.608887
	Iteration 18Q: 3 clusters Score -2.575145e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203352 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -25751470.000000 Penalty: 6063.608887
	Iteration 19Q: 3 clusters Score -2.575147e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203374 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -25751490.000000 Penalty: 6063.608887
	Iteration 20F: 3 clusters Score -2.575149e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203396 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -25751540.000000 Penalty: 6063.608887
	Iteration 21Q: 3 clusters Score -2.575154e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203422 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -25751574.000000 Penalty: 6063.608887
	Iteration 22Q: 3 clusters Score -2.575157e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203437 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -25751592.000000 Penalty: 6063.608887
	Iteration 23Q: 3 clusters Score -2.575159e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203454 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -25751612.000000 Penalty: 6063.608887
	Iteration 24Q: 3 clusters Score -2.575161e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203463 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -25751648.000000 Penalty: 6063.608887
	Iteration 25Q: 3 clusters Score -2.575165e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203465 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -25751656.000000 Penalty: 6063.608887
	Iteration 26Q: 3 clusters Score -2.575166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203467 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -25751650.000000 Penalty: 6063.608887
	Iteration 27Q: 3 clusters Score -2.575165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203469 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -25751654.000000 Penalty: 6063.608887
	Iteration 28Q: 3 clusters Score -2.575165e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203474 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -25751660.000000 Penalty: 6063.608887
	Iteration 29Q: 3 clusters Score -2.575166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203480 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -25751686.000000 Penalty: 6063.608887
	Iteration 30Q: 3 clusters Score -2.575169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203482 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -25751700.000000 Penalty: 6063.608887
	Iteration 31Q: 3 clusters Score -2.57517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203483 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -25751718.000000 Penalty: 6063.608887
	Iteration 32Q: 3 clusters Score -2.575172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203484 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -25751700.000000 Penalty: 6063.608887
	Iteration 33Q: 3 clusters Score -2.57517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203486 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -25751706.000000 Penalty: 6063.608887
	Iteration 34Q: 3 clusters Score -2.575171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203486 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -25751706.000000 Penalty: 6063.608887
	Iteration 35Q: 3 clusters Score -2.575171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203488 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -25751718.000000 Penalty: 6063.608887
	Iteration 36Q: 3 clusters Score -2.575172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203489 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -25751720.000000 Penalty: 6063.608887
	Iteration 37Q: 3 clusters Score -2.575172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203491 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -25751736.000000 Penalty: 6063.608887
	Iteration 38Q: 3 clusters Score -2.575174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203492 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -25751722.000000 Penalty: 6063.608887
	Iteration 39Q: 3 clusters Score -2.575172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203494 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -25751738.000000 Penalty: 6063.608887
	Iteration 40F: 3 clusters Score -2.575174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203494 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -25751732.000000 Penalty: 6063.608887
	Iteration 41Q: 3 clusters Score -2.575173e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203494 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -25751732.000000 Penalty: 6063.608887
	Iteration 42F: 3 clusters Score -2.575173e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 5064 members 
Mstep: Class 3 contains 41959 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 1877 members 
Mstep: Class 7 contains 11089 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105241 members 
Mstep: Class 11 contains 7087 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22467 members 
Mstep: Class 14 contains 16469 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8444 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19961 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7718 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57714616.000000 Penalty: 77624.179688
Iteration 199Q: 25 clusters Score -5.771462e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 5064 members 
Mstep: Class 3 contains 41968 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 1861 members 
Mstep: Class 7 contains 11087 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105220 members 
Mstep: Class 11 contains 7112 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22468 members 
Mstep: Class 14 contains 16492 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8444 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19962 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7734 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57714704.000000 Penalty: 77624.179688
Iteration 200F: 25 clusters Score -5.77147e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 5065 members 
Mstep: Class 3 contains 41979 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 1844 members 
Mstep: Class 7 contains 11087 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105191 members 
Mstep: Class 11 contains 7143 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22468 members 
Mstep: Class 14 contains 16516 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8445 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19960 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7752 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57714732.000000 Penalty: 77624.179688
Iteration 201Q: 25 clusters Score -5.771473e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 41981 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 1824 members 
Mstep: Class 7 contains 11091 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105157 members 
Mstep: Class 11 contains 7168 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22465 members 
Mstep: Class 14 contains 16553 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8445 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19960 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7761 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57714748.000000 Penalty: 77624.179688
Iteration 202Q: 25 clusters Score -5.771475e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 41992 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 1811 members 
Mstep: Class 7 contains 11090 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105145 members 
Mstep: Class 11 contains 7177 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22459 members 
Mstep: Class 14 contains 16575 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8447 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19961 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7763 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57714808.000000 Penalty: 77624.179688
Iteration 203Q: 25 clusters Score -5.771481e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 42000 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 1797 members 
Mstep: Class 7 contains 11086 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105130 members 
Mstep: Class 11 contains 7191 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22453 members 
Mstep: Class 14 contains 16602 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8450 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19958 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7769 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57714716.000000 Penalty: 77624.179688
Iteration 204Q: 25 clusters Score -5.771472e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 42007 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 1779 members 
Mstep: Class 7 contains 11080 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105112 members 
Mstep: Class 11 contains 7206 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22449 members 
Mstep: Class 14 contains 16635 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8452 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19959 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7776 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57714772.000000 Penalty: 77624.179688
Iteration 205Q: 25 clusters Score -5.771477e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 5075 members 
Mstep: Class 3 contains 42017 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 1750 members 
Mstep: Class 7 contains 11075 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105101 members 
Mstep: Class 11 contains 7214 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22447 members 
Mstep: Class 14 contains 16670 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8458 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19957 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7783 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57714764.000000 Penalty: 77624.179688
Iteration 206Q: 25 clusters Score -5.771476e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5074 members 
Mstep: Class 3 contains 42029 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 1713 members 
Mstep: Class 7 contains 11068 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105090 members 
Mstep: Class 11 contains 7223 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22447 members 
Mstep: Class 14 contains 16707 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8459 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19957 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7789 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57714772.000000 Penalty: 77624.179688
Iteration 207Q: 25 clusters Score -5.771477e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 42026 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 1679 members 
Mstep: Class 7 contains 11066 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105072 members 
Mstep: Class 11 contains 7242 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22449 members 
Mstep: Class 14 contains 16749 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8458 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19957 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7797 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57714808.000000 Penalty: 77624.179688
Iteration 208Q: 25 clusters Score -5.771481e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 42031 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 1644 members 
Mstep: Class 7 contains 11060 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105064 members 
Mstep: Class 11 contains 7262 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22451 members 
Mstep: Class 14 contains 16792 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8456 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19956 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7804 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57714888.000000 Penalty: 77624.179688
Iteration 209Q: 25 clusters Score -5.771489e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 5074 members 
Mstep: Class 3 contains 42030 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 1619 members 
Mstep: Class 7 contains 11057 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105060 members 
Mstep: Class 11 contains 7276 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22447 members 
Mstep: Class 14 contains 16837 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8453 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19955 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7806 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57714832.000000 Penalty: 77624.179688
Iteration 210Q: 25 clusters Score -5.771483e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 5076 members 
Mstep: Class 3 contains 42023 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 1581 members 
Mstep: Class 7 contains 11056 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105047 members 
Mstep: Class 11 contains 7289 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22446 members 
Mstep: Class 14 contains 16882 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8451 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19953 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7810 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57714844.000000 Penalty: 77624.179688
Iteration 211Q: 25 clusters Score -5.771484e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5078 members 
Mstep: Class 3 contains 42021 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 1551 members 
Mstep: Class 7 contains 11054 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105037 members 
Mstep: Class 11 contains 7305 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22445 members 
Mstep: Class 14 contains 16926 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8450 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19952 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7811 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 3193.180908 but Gain 3234.335938
Score: -57714832.000000 Penalty: 74389.843750
Iteration 212Q: 24 clusters Score -5.771483e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 5078 members 
Mstep: Class 3 contains 42020 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11054 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105034 members 
Mstep: Class 11 contains 7312 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22444 members 
Mstep: Class 14 contains 17772 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8446 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19951 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7812 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 204226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717268.000000 Penalty: 74389.843750
Iteration 213Q: 24 clusters Score -5.771727e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 5084 members 
Mstep: Class 3 contains 42058 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11058 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105050 members 
Mstep: Class 11 contains 7315 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22455 members 
Mstep: Class 14 contains 18101 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8450 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19961 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7818 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717508.000000 Penalty: 74389.843750
Iteration 214Q: 24 clusters Score -5.771751e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 5086 members 
Mstep: Class 3 contains 42073 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11060 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105037 members 
Mstep: Class 11 contains 7320 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22461 members 
Mstep: Class 14 contains 18388 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8453 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19970 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7824 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717688.000000 Penalty: 74389.843750
Iteration 215Q: 24 clusters Score -5.771769e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5091 members 
Mstep: Class 3 contains 42073 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11055 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 105005 members 
Mstep: Class 11 contains 7330 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22462 members 
Mstep: Class 14 contains 18623 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8457 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19973 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7834 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717728.000000 Penalty: 74389.843750
Iteration 216Q: 24 clusters Score -5.771773e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 5091 members 
Mstep: Class 3 contains 42077 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11055 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 104968 members 
Mstep: Class 11 contains 7335 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22455 members 
Mstep: Class 14 contains 18767 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8466 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19975 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7848 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717696.000000 Penalty: 74389.843750
Iteration 217Q: 24 clusters Score -5.77177e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5091 members 
Mstep: Class 3 contains 42069 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11053 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 104934 members 
Mstep: Class 11 contains 7340 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22451 members 
Mstep: Class 14 contains 18866 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8468 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19976 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7861 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717708.000000 Penalty: 74389.843750
Iteration 218Q: 24 clusters Score -5.771771e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 5093 members 
Mstep: Class 3 contains 42058 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11053 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 104907 members 
Mstep: Class 11 contains 7344 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22445 members 
Mstep: Class 14 contains 18920 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8469 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19974 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7868 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717776.000000 Penalty: 74389.843750
Iteration 219Q: 24 clusters Score -5.771778e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 5097 members 
Mstep: Class 3 contains 42056 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11055 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 104891 members 
Mstep: Class 11 contains 7346 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22439 members 
Mstep: Class 14 contains 18963 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8464 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19977 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7876 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717848.000000 Penalty: 74389.843750
Iteration 220F: 24 clusters Score -5.771785e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 5100 members 
Mstep: Class 3 contains 42051 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11062 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 104877 members 
Mstep: Class 11 contains 7352 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22437 members 
Mstep: Class 14 contains 18987 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8468 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19981 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7878 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717852.000000 Penalty: 74389.843750
Iteration 221Q: 24 clusters Score -5.771785e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5100 members 
Mstep: Class 3 contains 42050 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11064 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 104869 members 
Mstep: Class 11 contains 7352 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22436 members 
Mstep: Class 14 contains 18997 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8469 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19978 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7880 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717816.000000 Penalty: 74389.843750
Iteration 222Q: 24 clusters Score -5.771782e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 5100 members 
Mstep: Class 3 contains 42055 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11069 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 104858 members 
Mstep: Class 11 contains 7359 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22434 members 
Mstep: Class 14 contains 19011 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8473 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19975 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7881 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717848.000000 Penalty: 74389.843750
Iteration 223Q: 24 clusters Score -5.771785e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5100 members 
Mstep: Class 3 contains 42059 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11071 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 104849 members 
Mstep: Class 11 contains 7362 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22436 members 
Mstep: Class 14 contains 19025 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8474 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19971 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7883 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717888.000000 Penalty: 74389.843750
Iteration 224Q: 24 clusters Score -5.771789e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5100 members 
Mstep: Class 3 contains 42061 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11071 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 104838 members 
Mstep: Class 11 contains 7362 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22432 members 
Mstep: Class 14 contains 19035 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8478 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19969 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7885 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717876.000000 Penalty: 74389.843750
Iteration 225Q: 24 clusters Score -5.771788e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 5100 members 
Mstep: Class 3 contains 42061 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11065 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 104829 members 
Mstep: Class 11 contains 7364 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22434 members 
Mstep: Class 14 contains 19048 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8479 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19969 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7890 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717880.000000 Penalty: 74389.843750
Iteration 226Q: 24 clusters Score -5.771788e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5100 members 
Mstep: Class 3 contains 42060 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11061 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 104819 members 
Mstep: Class 11 contains 7365 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22435 members 
Mstep: Class 14 contains 19061 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8482 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19969 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7897 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717876.000000 Penalty: 74389.843750
Iteration 227Q: 24 clusters Score -5.771788e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 5101 members 
Mstep: Class 3 contains 42065 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11057 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 104808 members 
Mstep: Class 11 contains 7365 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22433 members 
Mstep: Class 14 contains 19064 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8484 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19969 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7900 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717892.000000 Penalty: 74389.843750
Iteration 228Q: 24 clusters Score -5.771789e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5101 members 
Mstep: Class 3 contains 42063 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11057 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 104795 members 
Mstep: Class 11 contains 7367 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22426 members 
Mstep: Class 14 contains 19072 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8485 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19969 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7904 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717888.000000 Penalty: 74389.843750
Iteration 229Q: 24 clusters Score -5.771789e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 5101 members 
Mstep: Class 3 contains 42059 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11058 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 104786 members 
Mstep: Class 11 contains 7367 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22422 members 
Mstep: Class 14 contains 19080 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8485 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19969 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717912.000000 Penalty: 74389.843750
Iteration 230Q: 24 clusters Score -5.771791e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 5101 members 
Mstep: Class 3 contains 42060 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11055 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 104780 members 
Mstep: Class 11 contains 7370 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22417 members 
Mstep: Class 14 contains 19089 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8484 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19969 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7911 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717912.000000 Penalty: 74389.843750
Iteration 231Q: 24 clusters Score -5.771791e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 5101 members 
Mstep: Class 3 contains 42060 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11054 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 104774 members 
Mstep: Class 11 contains 7372 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22416 members 
Mstep: Class 14 contains 19094 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8483 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19969 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7915 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717904.000000 Penalty: 74389.843750
Iteration 232Q: 24 clusters Score -5.77179e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5101 members 
Mstep: Class 3 contains 42058 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11054 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 104771 members 
Mstep: Class 11 contains 7373 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22412 members 
Mstep: Class 14 contains 19096 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8483 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19969 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7921 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717916.000000 Penalty: 74389.843750
Iteration 233Q: 24 clusters Score -5.771792e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 5100 members 
Mstep: Class 3 contains 42056 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11055 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 104769 members 
Mstep: Class 11 contains 7374 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22411 members 
Mstep: Class 14 contains 19103 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8483 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19969 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7929 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717976.000000 Penalty: 74389.843750
Iteration 234Q: 24 clusters Score -5.771798e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5100 members 
Mstep: Class 3 contains 42054 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11056 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 104769 members 
Mstep: Class 11 contains 7374 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22406 members 
Mstep: Class 14 contains 19103 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8483 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19969 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7935 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718012.000000 Penalty: 74389.843750
Iteration 235Q: 24 clusters Score -5.771801e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5100 members 
Mstep: Class 3 contains 42054 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11057 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 104769 members 
Mstep: Class 11 contains 7374 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22397 members 
Mstep: Class 14 contains 19103 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8483 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19969 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7938 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718056.000000 Penalty: 74389.843750
Iteration 236Q: 24 clusters Score -5.771806e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5100 members 
Mstep: Class 3 contains 42053 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11054 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 104768 members 
Mstep: Class 11 contains 7374 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22390 members 
Mstep: Class 14 contains 19103 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8483 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19970 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7940 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718008.000000 Penalty: 74389.843750
Iteration 237Q: 24 clusters Score -5.771801e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5100 members 
Mstep: Class 3 contains 42054 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11055 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 104767 members 
Mstep: Class 11 contains 7374 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22384 members 
Mstep: Class 14 contains 19104 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8484 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19972 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7942 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718044.000000 Penalty: 74389.843750
Iteration 238Q: 24 clusters Score -5.771804e+07 nChanged 23
Entering ConstructFrom: 
Score: -57718044.000000 Penalty: 74389.843750
Entering ConstructFrom: 
Trying to split cluster 1 (2147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Entering Unmasked Estep 
Score: -262148.687500 Penalty: 1902.613037
	Iteration 0F: 2 clusters Score -262148.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -259415.890625 Penalty: 3805.226074
	Iteration 0F: 3 clusters Score -259415.9 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -259893.734375 Penalty: 3805.226074
	Iteration 1F: 3 clusters Score -259893.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -260016.046875 Penalty: 3805.226074
	Iteration 2F: 3 clusters Score -260016 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -260058.828125 Penalty: 3805.226074
	Iteration 3Q: 3 clusters Score -260058.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -260088.078125 Penalty: 3805.226074
	Iteration 4Q: 3 clusters Score -260088.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -260109.062500 Penalty: 3805.226074
	Iteration 5Q: 3 clusters Score -260109.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -260121.500000 Penalty: 3805.226074
	Iteration 6Q: 3 clusters Score -260121.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -260132.343750 Penalty: 3805.226074
	Iteration 7Q: 3 clusters Score -260132.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -260145.234375 Penalty: 3805.226074
	Iteration 8Q: 3 clusters Score -260145.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -260153.718750 Penalty: 3805.226074
	Iteration 9Q: 3 clusters Score -260153.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -260161.687500 Penalty: 3805.226074
	Iteration 10Q: 3 clusters Score -260161.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -260168.468750 Penalty: 3805.226074
	Iteration 11Q: 3 clusters Score -260168.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -260175.515625 Penalty: 3805.226074
	Iteration 12Q: 3 clusters Score -260175.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -260181.453125 Penalty: 3805.226074
	Iteration 13Q: 3 clusters Score -260181.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -260187.343750 Penalty: 3805.226074
	Iteration 14Q: 3 clusters Score -260187.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -260193.671875 Penalty: 3805.226074
	Iteration 15Q: 3 clusters Score -260193.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -260202.250000 Penalty: 3805.226074
	Iteration 16Q: 3 clusters Score -260202.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -260207.625000 Penalty: 3805.226074
	Iteration 17Q: 3 clusters Score -260207.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -260211.546875 Penalty: 3805.226074
	Iteration 18Q: 3 clusters Score -260211.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -260215.125000 Penalty: 3805.226074
	Iteration 19Q: 3 clusters Score -260215.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -260215.453125 Penalty: 3805.226074
	Iteration 20F: 3 clusters Score -260215.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -660746.500000 Penalty: 2117.175049
	Iteration 0F: 2 clusters Score -660746.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -656092.000000 Penalty: 4234.350098
	Iteration 0F: 3 clusters Score -656092 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -657244.000000 Penalty: 4234.350098
	Iteration 1F: 3 clusters Score -657244 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -657438.562500 Penalty: 4234.350098
	Iteration 2F: 3 clusters Score -657438.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -657565.062500 Penalty: 4234.350098
	Iteration 3Q: 3 clusters Score -657565.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -657665.875000 Penalty: 4234.350098
	Iteration 4Q: 3 clusters Score -657665.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -657739.812500 Penalty: 4234.350098
	Iteration 5Q: 3 clusters Score -657739.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -657802.812500 Penalty: 4234.350098
	Iteration 6Q: 3 clusters Score -657802.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -657854.187500 Penalty: 4234.350098
	Iteration 7Q: 3 clusters Score -657854.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -657911.062500 Penalty: 4234.350098
	Iteration 8Q: 3 clusters Score -657911.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -657973.250000 Penalty: 4234.350098
	Iteration 9Q: 3 clusters Score -657973.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -658029.500000 Penalty: 4234.350098
	Iteration 10Q: 3 clusters Score -658029.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -658081.812500 Penalty: 4234.350098
	Iteration 11Q: 3 clusters Score -658081.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -658136.062500 Penalty: 4234.350098
	Iteration 12Q: 3 clusters Score -658136.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -658197.812500 Penalty: 4234.350098
	Iteration 13Q: 3 clusters Score -658197.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -658262.687500 Penalty: 4234.350098
	Iteration 14Q: 3 clusters Score -658262.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -658328.812500 Penalty: 4234.350098
	Iteration 15Q: 3 clusters Score -658328.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -658399.562500 Penalty: 4234.350098
	Iteration 16Q: 3 clusters Score -658399.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -658485.062500 Penalty: 4234.350098
	Iteration 17Q: 3 clusters Score -658485.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -658558.625000 Penalty: 4234.350098
	Iteration 18Q: 3 clusters Score -658558.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -658616.187500 Penalty: 4234.350098
	Iteration 19Q: 3 clusters Score -658616.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -658678.562500 Penalty: 4234.350098
	Iteration 20F: 3 clusters Score -658678.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -658716.187500 Penalty: 4234.350098
	Iteration 21Q: 3 clusters Score -658716.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -658740.562500 Penalty: 4234.350098
	Iteration 22Q: 3 clusters Score -658740.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -658761.750000 Penalty: 4234.350098
	Iteration 23Q: 3 clusters Score -658761.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -658784.375000 Penalty: 4234.350098
	Iteration 24Q: 3 clusters Score -658784.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -658803.250000 Penalty: 4234.350098
	Iteration 25Q: 3 clusters Score -658803.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -658820.312500 Penalty: 4234.350098
	Iteration 26Q: 3 clusters Score -658820.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -658836.437500 Penalty: 4234.350098
	Iteration 27Q: 3 clusters Score -658836.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -658847.937500 Penalty: 4234.350098
	Iteration 28Q: 3 clusters Score -658847.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -658858.562500 Penalty: 4234.350098
	Iteration 29Q: 3 clusters Score -658858.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -658864.875000 Penalty: 4234.350098
	Iteration 30Q: 3 clusters Score -658864.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -658867.812500 Penalty: 4234.350098
	Iteration 31Q: 3 clusters Score -658867.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -658874.687500 Penalty: 4234.350098
	Iteration 32Q: 3 clusters Score -658874.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -658877.375000 Penalty: 4234.350098
	Iteration 33Q: 3 clusters Score -658877.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -658879.750000 Penalty: 4234.350098
	Iteration 34Q: 3 clusters Score -658879.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -658883.312500 Penalty: 4234.350098
	Iteration 35Q: 3 clusters Score -658883.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -658884.812500 Penalty: 4234.350098
	Iteration 36Q: 3 clusters Score -658884.8 nChanged 2
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: -658887.562500 Penalty: 4234.350098
	Iteration 37Q: 3 clusters Score -658887.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -658888.125000 Penalty: 4234.350098
	Iteration 38Q: 3 clusters Score -658888.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -658889.000000 Penalty: 4234.350098
	Iteration 39Q: 3 clusters Score -658889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -658889.750000 Penalty: 4234.350098
	Iteration 40F: 3 clusters Score -658889.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -658890.375000 Penalty: 4234.350098
	Iteration 41Q: 3 clusters Score -658890.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -658890.375000 Penalty: 4234.350098
	Iteration 42F: 3 clusters Score -658890.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (42056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42056 members 
Entering Unmasked Estep 
Score: -5399240.000000 Penalty: 2640.395752
	Iteration 0F: 2 clusters Score -5399240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -5370762.000000 Penalty: 5280.791504
	Iteration 0F: 3 clusters Score -5370762 nChanged 19090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -5381205.500000 Penalty: 5280.791504
	Iteration 1F: 3 clusters Score -5381206 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -5381711.000000 Penalty: 5280.791504
	Iteration 2Q: 3 clusters Score -5381711 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -5382155.500000 Penalty: 5280.791504
	Iteration 3Q: 3 clusters Score -5382156 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -5382621.500000 Penalty: 5280.791504
	Iteration 4Q: 3 clusters Score -5382622 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -5383152.500000 Penalty: 5280.791504
	Iteration 5Q: 3 clusters Score -5383152 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -5383859.500000 Penalty: 5280.791504
	Iteration 6Q: 3 clusters Score -5383860 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -5384873.500000 Penalty: 5280.791504
	Iteration 7Q: 3 clusters Score -5384874 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -5386309.000000 Penalty: 5280.791504
	Iteration 8F: 3 clusters Score -5386309 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -5388081.000000 Penalty: 5280.791504
	Iteration 9F: 3 clusters Score -5388081 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -5389953.500000 Penalty: 5280.791504
	Iteration 10F: 3 clusters Score -5389954 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -5391537.000000 Penalty: 5280.791504
	Iteration 11F: 3 clusters Score -5391537 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -5392846.000000 Penalty: 5280.791504
	Iteration 12Q: 3 clusters Score -5392846 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -5393853.000000 Penalty: 5280.791504
	Iteration 13Q: 3 clusters Score -5393853 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -5394735.500000 Penalty: 5280.791504
	Iteration 14Q: 3 clusters Score -5394736 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -5395385.500000 Penalty: 5280.791504
	Iteration 15Q: 3 clusters Score -5395386 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -5395854.000000 Penalty: 5280.791504
	Iteration 16Q: 3 clusters Score -5395854 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -5396168.500000 Penalty: 5280.791504
	Iteration 17Q: 3 clusters Score -5396168 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40959 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -5396406.500000 Penalty: 5280.791504
	Iteration 18Q: 3 clusters Score -5396406 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5396583.500000 Penalty: 5280.791504
	Iteration 19Q: 3 clusters Score -5396584 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41302 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5396718.000000 Penalty: 5280.791504
	Iteration 20F: 3 clusters Score -5396718 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5396776.500000 Penalty: 5280.791504
	Iteration 21Q: 3 clusters Score -5396776 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5396826.000000 Penalty: 5280.791504
	Iteration 22Q: 3 clusters Score -5396826 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41488 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5396853.000000 Penalty: 5280.791504
	Iteration 23Q: 3 clusters Score -5396853 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5396877.000000 Penalty: 5280.791504
	Iteration 24Q: 3 clusters Score -5396877 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41533 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5396896.500000 Penalty: 5280.791504
	Iteration 25Q: 3 clusters Score -5396896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41546 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5396912.000000 Penalty: 5280.791504
	Iteration 26Q: 3 clusters Score -5396912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5396929.000000 Penalty: 5280.791504
	Iteration 27Q: 3 clusters Score -5396929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41558 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5396925.500000 Penalty: 5280.791504
	Iteration 28Q: 3 clusters Score -5396926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41564 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5396931.500000 Penalty: 5280.791504
	Iteration 29Q: 3 clusters Score -5396932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5396930.500000 Penalty: 5280.791504
	Iteration 30Q: 3 clusters Score -5396930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41568 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5396934.500000 Penalty: 5280.791504
	Iteration 31Q: 3 clusters Score -5396934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41570 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5396938.500000 Penalty: 5280.791504
	Iteration 32Q: 3 clusters Score -5396938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41575 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5396937.500000 Penalty: 5280.791504
	Iteration 33Q: 3 clusters Score -5396938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5396940.500000 Penalty: 5280.791504
	Iteration 34Q: 3 clusters Score -5396940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5396940.500000 Penalty: 5280.791504
	Iteration 35Q: 3 clusters Score -5396940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5396940.500000 Penalty: 5280.791504
	Iteration 36Q: 3 clusters Score -5396940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41588 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5396948.500000 Penalty: 5280.791504
	Iteration 37Q: 3 clusters Score -5396948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5396948.000000 Penalty: 5280.791504
	Iteration 38Q: 3 clusters Score -5396948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5396946.500000 Penalty: 5280.791504
	Iteration 39Q: 3 clusters Score -5396946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5396946.500000 Penalty: 5280.791504
	Iteration 40F: 3 clusters Score -5396946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -41313.242188 Penalty: 1475.759399
	Iteration 0F: 2 clusters Score -41313.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -40023.628906 Penalty: 2951.518799
	Iteration 0F: 3 clusters Score -40023.63 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -40256.539062 Penalty: 2951.518799
	Iteration 1F: 3 clusters Score -40256.54 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -40510.488281 Penalty: 2951.518799
	Iteration 2F: 3 clusters Score -40510.49 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -40721.523438 Penalty: 2951.518799
	Iteration 3F: 3 clusters Score -40721.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -40897.730469 Penalty: 2951.518799
	Iteration 4F: 3 clusters Score -40897.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -41016.703125 Penalty: 2951.518799
	Iteration 5Q: 3 clusters Score -41016.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -41052.605469 Penalty: 2951.518799
	Iteration 6Q: 3 clusters Score -41052.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -41058.589844 Penalty: 2951.518799
	Iteration 7Q: 3 clusters Score -41058.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -41058.589844 Penalty: 2951.518799
	Iteration 8F: 3 clusters Score -41058.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Entering Unmasked Estep 
Score: -105707.992188 Penalty: 1668.105957
	Iteration 0F: 2 clusters Score -105708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -103876.960938 Penalty: 3336.211914
	Iteration 0F: 3 clusters Score -103877 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -104104.140625 Penalty: 3336.211914
	Iteration 1F: 3 clusters Score -104104.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -104164.289062 Penalty: 3336.211914
	Iteration 2F: 3 clusters Score -104164.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -104193.882812 Penalty: 3336.211914
	Iteration 3Q: 3 clusters Score -104193.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -104209.750000 Penalty: 3336.211914
	Iteration 4Q: 3 clusters Score -104209.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -104222.242188 Penalty: 3336.211914
	Iteration 5Q: 3 clusters Score -104222.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -104231.859375 Penalty: 3336.211914
	Iteration 6Q: 3 clusters Score -104231.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -104236.101562 Penalty: 3336.211914
	Iteration 7Q: 3 clusters Score -104236.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -104239.210938 Penalty: 3336.211914
	Iteration 8Q: 3 clusters Score -104239.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -104240.171875 Penalty: 3336.211914
	Iteration 9Q: 3 clusters Score -104240.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -104240.171875 Penalty: 3336.211914
	Iteration 10F: 3 clusters Score -104240.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Entering Unmasked Estep 
Score: -1423361.500000 Penalty: 2309.105469
	Iteration 0F: 2 clusters Score -1423362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1415131.750000 Penalty: 4618.210938
	Iteration 0F: 3 clusters Score -1415132 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1417484.250000 Penalty: 4618.210938
	Iteration 1F: 3 clusters Score -1417484 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1417778.875000 Penalty: 4618.210938
	Iteration 2F: 3 clusters Score -1417779 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1418020.875000 Penalty: 4618.210938
	Iteration 3F: 3 clusters Score -1418021 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1418217.125000 Penalty: 4618.210938
	Iteration 4Q: 3 clusters Score -1418217 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1418388.500000 Penalty: 4618.210938
	Iteration 5Q: 3 clusters Score -1418388 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1418530.250000 Penalty: 4618.210938
	Iteration 6Q: 3 clusters Score -1418530 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1418636.750000 Penalty: 4618.210938
	Iteration 7Q: 3 clusters Score -1418637 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1418740.250000 Penalty: 4618.210938
	Iteration 8Q: 3 clusters Score -1418740 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1418859.000000 Penalty: 4618.210938
	Iteration 9Q: 3 clusters Score -1418859 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1418975.625000 Penalty: 4618.210938
	Iteration 10Q: 3 clusters Score -1418976 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1419094.250000 Penalty: 4618.210938
	Iteration 11Q: 3 clusters Score -1419094 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1419216.500000 Penalty: 4618.210938
	Iteration 12Q: 3 clusters Score -1419216 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1419363.750000 Penalty: 4618.210938
	Iteration 13Q: 3 clusters Score -1419364 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1419517.750000 Penalty: 4618.210938
	Iteration 14Q: 3 clusters Score -1419518 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1419699.500000 Penalty: 4618.210938
	Iteration 15Q: 3 clusters Score -1419700 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1419868.750000 Penalty: 4618.210938
	Iteration 16Q: 3 clusters Score -1419869 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1420054.500000 Penalty: 4618.210938
	Iteration 17Q: 3 clusters Score -1420054 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1420232.875000 Penalty: 4618.210938
	Iteration 18Q: 3 clusters Score -1420233 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1420426.500000 Penalty: 4618.210938
	Iteration 19Q: 3 clusters Score -1420426 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1420637.375000 Penalty: 4618.210938
	Iteration 20F: 3 clusters Score -1420637 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1420850.750000 Penalty: 4618.210938
	Iteration 21Q: 3 clusters Score -1420851 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1421131.125000 Penalty: 4618.210938
	Iteration 22Q: 3 clusters Score -1421131 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1421426.875000 Penalty: 4618.210938
	Iteration 23Q: 3 clusters Score -1421427 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1421710.875000 Penalty: 4618.210938
	Iteration 24Q: 3 clusters Score -1421711 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1421905.000000 Penalty: 4618.210938
	Iteration 25Q: 3 clusters Score -1421905 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1422017.625000 Penalty: 4618.210938
	Iteration 26Q: 3 clusters Score -1422018 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1422075.625000 Penalty: 4618.210938
	Iteration 27Q: 3 clusters Score -1422076 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1422105.125000 Penalty: 4618.210938
	Iteration 28Q: 3 clusters Score -1422105 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1422126.625000 Penalty: 4618.210938
	Iteration 29Q: 3 clusters Score -1422127 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1422139.125000 Penalty: 4618.210938
	Iteration 30Q: 3 clusters Score -1422139 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1422142.375000 Penalty: 4618.210938
	Iteration 31Q: 3 clusters Score -1422142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1422143.000000 Penalty: 4618.210938
	Iteration 32Q: 3 clusters Score -1422143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1422147.875000 Penalty: 4618.210938
	Iteration 33Q: 3 clusters Score -1422148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1422149.250000 Penalty: 4618.210938
	Iteration 34Q: 3 clusters Score -1422149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1422150.000000 Penalty: 4618.210938
	Iteration 35Q: 3 clusters Score -1422150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1422149.125000 Penalty: 4618.210938
	Iteration 36Q: 3 clusters Score -1422149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1422150.625000 Penalty: 4618.210938
	Iteration 37Q: 3 clusters Score -1422151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1422152.125000 Penalty: 4618.210938
	Iteration 38Q: 3 clusters Score -1422152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1422152.375000 Penalty: 4618.210938
	Iteration 39Q: 3 clusters Score -1422152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1422151.625000 Penalty: 4618.210938
	Iteration 40F: 3 clusters Score -1422152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1422151.125000 Penalty: 4618.210938
	Iteration 41Q: 3 clusters Score -1422151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1422154.875000 Penalty: 4618.210938
	Iteration 42Q: 3 clusters Score -1422155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1422154.875000 Penalty: 4618.210938
	Iteration 43F: 3 clusters Score -1422155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -27818.265625 Penalty: 1369.322388
	Iteration 0F: 2 clusters Score -27818.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -26668.326172 Penalty: 2738.644775
	Iteration 0F: 3 clusters Score -26668.33 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26804.595703 Penalty: 2738.644775
	Iteration 1F: 3 clusters Score -26804.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26820.498047 Penalty: 2738.644775
	Iteration 2Q: 3 clusters Score -26820.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26834.246094 Penalty: 2738.644775
	Iteration 3Q: 3 clusters Score -26834.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26834.246094 Penalty: 2738.644775
	Iteration 4F: 3 clusters Score -26834.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Entering Unmasked Estep 
Score: -64428.285156 Penalty: 1592.562378
	Iteration 0F: 2 clusters Score -64428.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -62886.937500 Penalty: 3185.124756
	Iteration 0F: 3 clusters Score -62886.94 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -63123.890625 Penalty: 3185.124756
	Iteration 1F: 3 clusters Score -63123.89 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -63235.195312 Penalty: 3185.124756
	Iteration 2F: 3 clusters Score -63235.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -63316.234375 Penalty: 3185.124756
	Iteration 3Q: 3 clusters Score -63316.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -63399.074219 Penalty: 3185.124756
	Iteration 4Q: 3 clusters Score -63399.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -63562.550781 Penalty: 3185.124756
	Iteration 5Q: 3 clusters Score -63562.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -63693.695312 Penalty: 3185.124756
	Iteration 6Q: 3 clusters Score -63693.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -63805.617188 Penalty: 3185.124756
	Iteration 7Q: 3 clusters Score -63805.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -63858.675781 Penalty: 3185.124756
	Iteration 8Q: 3 clusters Score -63858.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -63902.675781 Penalty: 3185.124756
	Iteration 9Q: 3 clusters Score -63902.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -63966.562500 Penalty: 3185.124756
	Iteration 10Q: 3 clusters Score -63966.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -64005.933594 Penalty: 3185.124756
	Iteration 11Q: 3 clusters Score -64005.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -64059.816406 Penalty: 3185.124756
	Iteration 12Q: 3 clusters Score -64059.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -64096.507812 Penalty: 3185.124756
	Iteration 13Q: 3 clusters Score -64096.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -64141.519531 Penalty: 3185.124756
	Iteration 14Q: 3 clusters Score -64141.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -64202.675781 Penalty: 3185.124756
	Iteration 15Q: 3 clusters Score -64202.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -64285.414062 Penalty: 3185.124756
	Iteration 16Q: 3 clusters Score -64285.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -64310.808594 Penalty: 3185.124756
	Iteration 17Q: 3 clusters Score -64310.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -64315.875000 Penalty: 3185.124756
	Iteration 18Q: 3 clusters Score -64315.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -64325.488281 Penalty: 3185.124756
	Iteration 19Q: 3 clusters Score -64325.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -64335.078125 Penalty: 3185.124756
	Iteration 20F: 3 clusters Score -64335.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -64338.312500 Penalty: 3185.124756
	Iteration 21Q: 3 clusters Score -64338.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -64340.757812 Penalty: 3185.124756
	Iteration 22Q: 3 clusters Score -64340.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -64343.156250 Penalty: 3185.124756
	Iteration 23Q: 3 clusters Score -64343.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -64347.937500 Penalty: 3185.124756
	Iteration 24Q: 3 clusters Score -64347.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -64350.281250 Penalty: 3185.124756
	Iteration 25Q: 3 clusters Score -64350.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -64354.078125 Penalty: 3185.124756
	Iteration 26Q: 3 clusters Score -64354.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -64360.136719 Penalty: 3185.124756
	Iteration 27Q: 3 clusters Score -64360.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -64365.605469 Penalty: 3185.124756
	Iteration 28Q: 3 clusters Score -64365.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -64365.605469 Penalty: 3185.124756
	Iteration 29F: 3 clusters Score -64365.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (104766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104766 members 
Entering Unmasked Estep 
Score: -13440746.000000 Penalty: 2866.752197
	Iteration 0F: 2 clusters Score -1.344075e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52276 members 
Mstep: Class 2 contains 52490 members 
Entering Unmasked Estep 
Score: -13370745.000000 Penalty: 5733.504395
	Iteration 0F: 3 clusters Score -1.337074e+07 nChanged 49467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51375 members 
Mstep: Class 2 contains 53391 members 
Entering Unmasked Estep 
Score: -13399752.000000 Penalty: 5733.504395
	Iteration 1F: 3 clusters Score -1.339975e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51036 members 
Mstep: Class 2 contains 53730 members 
Entering Unmasked Estep 
Score: -13401208.000000 Penalty: 5733.504395
	Iteration 2Q: 3 clusters Score -1.340121e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50744 members 
Mstep: Class 2 contains 54022 members 
Entering Unmasked Estep 
Score: -13402936.000000 Penalty: 5733.504395
	Iteration 3Q: 3 clusters Score -1.340294e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50470 members 
Mstep: Class 2 contains 54296 members 
Entering Unmasked Estep 
Score: -13405087.000000 Penalty: 5733.504395
	Iteration 4Q: 3 clusters Score -1.340509e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50399 members 
Mstep: Class 2 contains 54367 members 
Entering Unmasked Estep 
Score: -13407572.000000 Penalty: 5733.504395
	Iteration 5Q: 3 clusters Score -1.340757e+07 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50659 members 
Mstep: Class 2 contains 54107 members 
Entering Unmasked Estep 
Score: -13410559.000000 Penalty: 5733.504395
	Iteration 6F: 3 clusters Score -1.341056e+07 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51321 members 
Mstep: Class 2 contains 53445 members 
Entering Unmasked Estep 
Score: -13413719.000000 Penalty: 5733.504395
	Iteration 7F: 3 clusters Score -1.341372e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52216 members 
Mstep: Class 2 contains 52550 members 
Entering Unmasked Estep 
Score: -13417162.000000 Penalty: 5733.504395
	Iteration 8F: 3 clusters Score -1.341716e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53445 members 
Mstep: Class 2 contains 51321 members 
Entering Unmasked Estep 
Score: -13420632.000000 Penalty: 5733.504395
	Iteration 9F: 3 clusters Score -1.342063e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54870 members 
Mstep: Class 2 contains 49896 members 
Entering Unmasked Estep 
Score: -13423546.000000 Penalty: 5733.504395
	Iteration 10Q: 3 clusters Score -1.342355e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56188 members 
Mstep: Class 2 contains 48578 members 
Entering Unmasked Estep 
Score: -13425546.000000 Penalty: 5733.504395
	Iteration 11Q: 3 clusters Score -1.342555e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 47284 members 
Entering Unmasked Estep 
Score: -13426486.000000 Penalty: 5733.504395
	Iteration 12Q: 3 clusters Score -1.342649e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58804 members 
Mstep: Class 2 contains 45962 members 
Entering Unmasked Estep 
Score: -13427096.000000 Penalty: 5733.504395
	Iteration 13Q: 3 clusters Score -1.34271e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60183 members 
Mstep: Class 2 contains 44583 members 
Entering Unmasked Estep 
Score: -13427536.000000 Penalty: 5733.504395
	Iteration 14Q: 3 clusters Score -1.342754e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61639 members 
Mstep: Class 2 contains 43127 members 
Entering Unmasked Estep 
Score: -13428064.000000 Penalty: 5733.504395
	Iteration 15Q: 3 clusters Score -1.342806e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63218 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -13428607.000000 Penalty: 5733.504395
	Iteration 16Q: 3 clusters Score -1.342861e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64957 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -13429318.000000 Penalty: 5733.504395
	Iteration 17Q: 3 clusters Score -1.342932e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66783 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -13429933.000000 Penalty: 5733.504395
	Iteration 18Q: 3 clusters Score -1.342993e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68682 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -13430704.000000 Penalty: 5733.504395
	Iteration 19Q: 3 clusters Score -1.34307e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70773 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -13431647.000000 Penalty: 5733.504395
	Iteration 20F: 3 clusters Score -1.343165e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72964 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
Score: -13432690.000000 Penalty: 5733.504395
	Iteration 21Q: 3 clusters Score -1.343269e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75109 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -13433795.000000 Penalty: 5733.504395
	Iteration 22Q: 3 clusters Score -1.34338e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77174 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -13434974.000000 Penalty: 5733.504395
	Iteration 23Q: 3 clusters Score -1.343497e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79137 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -13436019.000000 Penalty: 5733.504395
	Iteration 24Q: 3 clusters Score -1.343602e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80893 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -13436935.000000 Penalty: 5733.504395
	Iteration 25Q: 3 clusters Score -1.343694e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82423 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -13437696.000000 Penalty: 5733.504395
	Iteration 26Q: 3 clusters Score -1.34377e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83713 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -13438177.000000 Penalty: 5733.504395
	Iteration 27Q: 3 clusters Score -1.343818e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84789 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -13438574.000000 Penalty: 5733.504395
	Iteration 28Q: 3 clusters Score -1.343857e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85746 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -13438791.000000 Penalty: 5733.504395
	Iteration 29Q: 3 clusters Score -1.343879e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86556 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -13438963.000000 Penalty: 5733.504395
	Iteration 30Q: 3 clusters Score -1.343896e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87290 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -13439141.000000 Penalty: 5733.504395
	Iteration 31Q: 3 clusters Score -1.343914e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87936 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -13439283.000000 Penalty: 5733.504395
	Iteration 32Q: 3 clusters Score -1.343928e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88481 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -13439397.000000 Penalty: 5733.504395
	Iteration 33Q: 3 clusters Score -1.34394e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88952 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -13439465.000000 Penalty: 5733.504395
	Iteration 34Q: 3 clusters Score -1.343946e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89382 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -13439529.000000 Penalty: 5733.504395
	Iteration 35Q: 3 clusters Score -1.343953e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89760 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -13439586.000000 Penalty: 5733.504395
	Iteration 36Q: 3 clusters Score -1.343959e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90099 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -13439602.000000 Penalty: 5733.504395
	Iteration 37Q: 3 clusters Score -1.34396e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90438 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -13439683.000000 Penalty: 5733.504395
	Iteration 38Q: 3 clusters Score -1.343968e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90751 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -13439701.000000 Penalty: 5733.504395
	Iteration 39Q: 3 clusters Score -1.34397e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91053 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -13439765.000000 Penalty: 5733.504395
	Iteration 40F: 3 clusters Score -1.343976e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91352 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -13439841.000000 Penalty: 5733.504395
	Iteration 41Q: 3 clusters Score -1.343984e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91621 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -13439896.000000 Penalty: 5733.504395
	Iteration 42Q: 3 clusters Score -1.34399e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91890 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -13439914.000000 Penalty: 5733.504395
	Iteration 43Q: 3 clusters Score -1.343991e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92147 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -13439946.000000 Penalty: 5733.504395
	Iteration 44Q: 3 clusters Score -1.343995e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92374 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -13439947.000000 Penalty: 5733.504395
	Iteration 45Q: 3 clusters Score -1.343995e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92572 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -13440012.000000 Penalty: 5733.504395
	Iteration 46Q: 3 clusters Score -1.344001e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92746 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -13440013.000000 Penalty: 5733.504395
	Iteration 47Q: 3 clusters Score -1.344001e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92895 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -13440015.000000 Penalty: 5733.504395
	Iteration 48Q: 3 clusters Score -1.344002e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93049 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -13440038.000000 Penalty: 5733.504395
	Iteration 49Q: 3 clusters Score -1.344004e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93182 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -13440008.000000 Penalty: 5733.504395
	Iteration 50Q: 3 clusters Score -1.344001e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93315 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -13440021.000000 Penalty: 5733.504395
	Iteration 51Q: 3 clusters Score -1.344002e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93437 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -13440043.000000 Penalty: 5733.504395
	Iteration 52Q: 3 clusters Score -1.344004e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93562 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -13440045.000000 Penalty: 5733.504395
	Iteration 53Q: 3 clusters Score -1.344004e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93672 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -13440058.000000 Penalty: 5733.504395
	Iteration 54Q: 3 clusters Score -1.344006e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93765 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -13440043.000000 Penalty: 5733.504395
	Iteration 55Q: 3 clusters Score -1.344004e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93837 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -13440037.000000 Penalty: 5733.504395
	Iteration 56Q: 3 clusters Score -1.344004e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93912 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -13440024.000000 Penalty: 5733.504395
	Iteration 57Q: 3 clusters Score -1.344002e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93987 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -13440031.000000 Penalty: 5733.504395
	Iteration 58Q: 3 clusters Score -1.344003e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94053 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -13440034.000000 Penalty: 5733.504395
	Iteration 59Q: 3 clusters Score -1.344003e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94118 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -13440045.000000 Penalty: 5733.504395
	Iteration 60F: 3 clusters Score -1.344004e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94171 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -13440054.000000 Penalty: 5733.504395
	Iteration 61Q: 3 clusters Score -1.344005e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94220 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -13440034.000000 Penalty: 5733.504395
	Iteration 62Q: 3 clusters Score -1.344003e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94267 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -13440034.000000 Penalty: 5733.504395
	Iteration 63Q: 3 clusters Score -1.344003e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94314 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -13440023.000000 Penalty: 5733.504395
	Iteration 64Q: 3 clusters Score -1.344002e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94358 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -13440016.000000 Penalty: 5733.504395
	Iteration 65Q: 3 clusters Score -1.344002e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94404 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -13440024.000000 Penalty: 5733.504395
	Iteration 66Q: 3 clusters Score -1.344002e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94452 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -13440026.000000 Penalty: 5733.504395
	Iteration 67Q: 3 clusters Score -1.344003e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94493 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -13440056.000000 Penalty: 5733.504395
	Iteration 68Q: 3 clusters Score -1.344006e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94537 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -13440078.000000 Penalty: 5733.504395
	Iteration 69Q: 3 clusters Score -1.344008e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94575 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -13440086.000000 Penalty: 5733.504395
	Iteration 70Q: 3 clusters Score -1.344009e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94604 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -13440072.000000 Penalty: 5733.504395
	Iteration 71Q: 3 clusters Score -1.344007e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94631 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -13440071.000000 Penalty: 5733.504395
	Iteration 72Q: 3 clusters Score -1.344007e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94658 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -13440080.000000 Penalty: 5733.504395
	Iteration 73Q: 3 clusters Score -1.344008e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94679 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -13440066.000000 Penalty: 5733.504395
	Iteration 74Q: 3 clusters Score -1.344007e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94690 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -13440084.000000 Penalty: 5733.504395
	Iteration 75Q: 3 clusters Score -1.344008e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94703 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -13440066.000000 Penalty: 5733.504395
	Iteration 76Q: 3 clusters Score -1.344007e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94713 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -13440059.000000 Penalty: 5733.504395
	Iteration 77Q: 3 clusters Score -1.344006e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94724 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -13440068.000000 Penalty: 5733.504395
	Iteration 78Q: 3 clusters Score -1.344007e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94740 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -13440062.000000 Penalty: 5733.504395
	Iteration 79Q: 3 clusters Score -1.344006e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94753 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -13440062.000000 Penalty: 5733.504395
	Iteration 80F: 3 clusters Score -1.344006e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94765 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -13440058.000000 Penalty: 5733.504395
	Iteration 81Q: 3 clusters Score -1.344006e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94776 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -13440071.000000 Penalty: 5733.504395
	Iteration 82Q: 3 clusters Score -1.344007e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94786 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -13440068.000000 Penalty: 5733.504395
	Iteration 83Q: 3 clusters Score -1.344007e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94799 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -13440072.000000 Penalty: 5733.504395
	Iteration 84Q: 3 clusters Score -1.344007e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94812 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -13440073.000000 Penalty: 5733.504395
	Iteration 85Q: 3 clusters Score -1.344007e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94825 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -13440060.000000 Penalty: 5733.504395
	Iteration 86Q: 3 clusters Score -1.344006e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94843 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -13440062.000000 Penalty: 5733.504395
	Iteration 87Q: 3 clusters Score -1.344006e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94861 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -13440061.000000 Penalty: 5733.504395
	Iteration 88Q: 3 clusters Score -1.344006e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94877 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -13440067.000000 Penalty: 5733.504395
	Iteration 89Q: 3 clusters Score -1.344007e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94893 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -13440074.000000 Penalty: 5733.504395
	Iteration 90Q: 3 clusters Score -1.344007e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94910 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -13440062.000000 Penalty: 5733.504395
	Iteration 91Q: 3 clusters Score -1.344006e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94928 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -13440053.000000 Penalty: 5733.504395
	Iteration 92Q: 3 clusters Score -1.344005e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94944 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -13440057.000000 Penalty: 5733.504395
	Iteration 93Q: 3 clusters Score -1.344006e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94967 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -13440063.000000 Penalty: 5733.504395
	Iteration 94Q: 3 clusters Score -1.344006e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94990 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -13440064.000000 Penalty: 5733.504395
	Iteration 95Q: 3 clusters Score -1.344006e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95006 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -13440082.000000 Penalty: 5733.504395
	Iteration 96Q: 3 clusters Score -1.344008e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95016 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -13440051.000000 Penalty: 5733.504395
	Iteration 97Q: 3 clusters Score -1.344005e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95028 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1.344006e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95040 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -13440055.000000 Penalty: 5733.504395
	Iteration 99Q: 3 clusters Score -1.344006e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95050 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -13440071.000000 Penalty: 5733.504395
	Iteration 100F: 3 clusters Score -1.344007e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95062 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -13440065.000000 Penalty: 5733.504395
	Iteration 101Q: 3 clusters Score -1.344006e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95079 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -13440060.000000 Penalty: 5733.504395
	Iteration 102Q: 3 clusters Score -1.344006e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95094 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -13440069.000000 Penalty: 5733.504395
	Iteration 103Q: 3 clusters Score -1.344007e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95109 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -13440070.000000 Penalty: 5733.504395
	Iteration 104Q: 3 clusters Score -1.344007e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95120 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -13440072.000000 Penalty: 5733.504395
	Iteration 105Q: 3 clusters Score -1.344007e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95131 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -13440074.000000 Penalty: 5733.504395
	Iteration 106Q: 3 clusters Score -1.344007e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95144 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -13440065.000000 Penalty: 5733.504395
	Iteration 107Q: 3 clusters Score -1.344006e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95160 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -13440057.000000 Penalty: 5733.504395
	Iteration 108Q: 3 clusters Score -1.344006e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95173 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -13440064.000000 Penalty: 5733.504395
	Iteration 109Q: 3 clusters Score -1.344006e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95191 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -13440074.000000 Penalty: 5733.504395
	Iteration 110Q: 3 clusters Score -1.344007e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95211 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -13440076.000000 Penalty: 5733.504395
	Iteration 111Q: 3 clusters Score -1.344008e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95225 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -13440065.000000 Penalty: 5733.504395
	Iteration 112Q: 3 clusters Score -1.344006e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95237 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -13440067.000000 Penalty: 5733.504395
	Iteration 113Q: 3 clusters Score -1.344007e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95247 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -13440061.000000 Penalty: 5733.504395
	Iteration 114Q: 3 clusters Score -1.344006e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95257 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -13440066.000000 Penalty: 5733.504395
	Iteration 115Q: 3 clusters Score -1.344007e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95268 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -13440053.000000 Penalty: 5733.504395
	Iteration 116Q: 3 clusters Score -1.344005e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95278 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -13440060.000000 Penalty: 5733.504395
	Iteration 117Q: 3 clusters Score -1.344006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95282 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -13440066.000000 Penalty: 5733.504395
	Iteration 118Q: 3 clusters Score -1.344007e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95291 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -13440070.000000 Penalty: 5733.504395
	Iteration 119Q: 3 clusters Score -1.344007e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95299 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -13440066.000000 Penalty: 5733.504395
	Iteration 120F: 3 clusters Score -1.344007e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95308 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -13440067.000000 Penalty: 5733.504395
	Iteration 121Q: 3 clusters Score -1.344007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95314 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -13440056.000000 Penalty: 5733.504395
	Iteration 122Q: 3 clusters Score -1.344006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95319 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -13440060.000000 Penalty: 5733.504395
	Iteration 123Q: 3 clusters Score -1.344006e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95327 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -13440060.000000 Penalty: 5733.504395
	Iteration 124Q: 3 clusters Score -1.344006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95334 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -13440063.000000 Penalty: 5733.504395
	Iteration 125Q: 3 clusters Score -1.344006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95341 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -13440064.000000 Penalty: 5733.504395
	Iteration 126Q: 3 clusters Score -1.344006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95346 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -13440063.000000 Penalty: 5733.504395
	Iteration 127Q: 3 clusters Score -1.344006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95348 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -13440059.000000 Penalty: 5733.504395
	Iteration 128Q: 3 clusters Score -1.344006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95350 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -13440054.000000 Penalty: 5733.504395
	Iteration 129Q: 3 clusters Score -1.344005e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95356 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -13440053.000000 Penalty: 5733.504395
	Iteration 130Q: 3 clusters Score -1.344005e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95363 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -13440063.000000 Penalty: 5733.504395
	Iteration 131Q: 3 clusters Score -1.344006e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95372 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -13440050.000000 Penalty: 5733.504395
	Iteration 132Q: 3 clusters Score -1.344005e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95379 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -13440055.000000 Penalty: 5733.504395
	Iteration 133Q: 3 clusters Score -1.344006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95381 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -13440061.000000 Penalty: 5733.504395
	Iteration 134Q: 3 clusters Score -1.344006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95382 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -13440065.000000 Penalty: 5733.504395
	Iteration 135Q: 3 clusters Score -1.344006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95384 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -13440069.000000 Penalty: 5733.504395
	Iteration 136Q: 3 clusters Score -1.344007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95386 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -13440066.000000 Penalty: 5733.504395
	Iteration 137Q: 3 clusters Score -1.344007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95390 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -13440067.000000 Penalty: 5733.504395
	Iteration 138Q: 3 clusters Score -1.344007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95392 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -13440073.000000 Penalty: 5733.504395
	Iteration 139Q: 3 clusters Score -1.344007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95392 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -13440073.000000 Penalty: 5733.504395
	Iteration 140F: 3 clusters Score -1.344007e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Entering Unmasked Estep 
Score: -937150.375000 Penalty: 2208.617676
	Iteration 0F: 2 clusters Score -937150.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -931144.437500 Penalty: 4417.235352
	Iteration 0F: 3 clusters Score -931144.4 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -932729.125000 Penalty: 4417.235352
	Iteration 1F: 3 clusters Score -932729.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -932980.562500 Penalty: 4417.235352
	Iteration 2F: 3 clusters Score -932980.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -933121.562500 Penalty: 4417.235352
	Iteration 3Q: 3 clusters Score -933121.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -933219.500000 Penalty: 4417.235352
	Iteration 4Q: 3 clusters Score -933219.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -933306.062500 Penalty: 4417.235352
	Iteration 5Q: 3 clusters Score -933306.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -933368.562500 Penalty: 4417.235352
	Iteration 6Q: 3 clusters Score -933368.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -933432.437500 Penalty: 4417.235352
	Iteration 7Q: 3 clusters Score -933432.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -933485.437500 Penalty: 4417.235352
	Iteration 8Q: 3 clusters Score -933485.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -933555.187500 Penalty: 4417.235352
	Iteration 9Q: 3 clusters Score -933555.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -933650.625000 Penalty: 4417.235352
	Iteration 10Q: 3 clusters Score -933650.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -933765.250000 Penalty: 4417.235352
	Iteration 11Q: 3 clusters Score -933765.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -933913.937500 Penalty: 4417.235352
	Iteration 12Q: 3 clusters Score -933913.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -934072.250000 Penalty: 4417.235352
	Iteration 13Q: 3 clusters Score -934072.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -934185.062500 Penalty: 4417.235352
	Iteration 14Q: 3 clusters Score -934185.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -934291.375000 Penalty: 4417.235352
	Iteration 15Q: 3 clusters Score -934291.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -934403.937500 Penalty: 4417.235352
	Iteration 16Q: 3 clusters Score -934403.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -934509.375000 Penalty: 4417.235352
	Iteration 17Q: 3 clusters Score -934509.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -934611.312500 Penalty: 4417.235352
	Iteration 18Q: 3 clusters Score -934611.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -934713.062500 Penalty: 4417.235352
	Iteration 19Q: 3 clusters Score -934713.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -934830.437500 Penalty: 4417.235352
	Iteration 20F: 3 clusters Score -934830.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -934955.187500 Penalty: 4417.235352
	Iteration 21Q: 3 clusters Score -934955.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -935092.687500 Penalty: 4417.235352
	Iteration 22Q: 3 clusters Score -935092.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -935271.500000 Penalty: 4417.235352
	Iteration 23Q: 3 clusters Score -935271.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -935463.062500 Penalty: 4417.235352
	Iteration 24Q: 3 clusters Score -935463.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -935712.562500 Penalty: 4417.235352
	Iteration 25Q: 3 clusters Score -935712.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -935905.062500 Penalty: 4417.235352
	Iteration 26Q: 3 clusters Score -935905.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -936009.125000 Penalty: 4417.235352
	Iteration 27Q: 3 clusters Score -936009.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -936078.187500 Penalty: 4417.235352
	Iteration 28Q: 3 clusters Score -936078.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -936119.062500 Penalty: 4417.235352
	Iteration 29Q: 3 clusters Score -936119.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -936142.562500 Penalty: 4417.235352
	Iteration 30Q: 3 clusters Score -936142.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -936155.875000 Penalty: 4417.235352
	Iteration 31Q: 3 clusters Score -936155.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -936166.562500 Penalty: 4417.235352
	Iteration 32Q: 3 clusters Score -936166.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -936176.312500 Penalty: 4417.235352
	Iteration 33Q: 3 clusters Score -936176.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -936182.062500 Penalty: 4417.235352
	Iteration 34Q: 3 clusters Score -936182.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -936185.812500 Penalty: 4417.235352
	Iteration 35Q: 3 clusters Score -936185.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -936190.187500 Penalty: 4417.235352
	Iteration 36Q: 3 clusters Score -936190.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -936191.437500 Penalty: 4417.235352
	Iteration 37Q: 3 clusters Score -936191.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -936193.875000 Penalty: 4417.235352
	Iteration 38Q: 3 clusters Score -936193.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -936193.875000 Penalty: 4417.235352
	Iteration 39F: 3 clusters Score -936193.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -64523.667969 Penalty: 1576.744873
	Iteration 0F: 2 clusters Score -64523.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -62912.414062 Penalty: 3153.489746
	Iteration 0F: 3 clusters Score -62912.41 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -63103.867188 Penalty: 3153.489746
	Iteration 1F: 3 clusters Score -63103.87 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -63200.371094 Penalty: 3153.489746
	Iteration 2F: 3 clusters Score -63200.37 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -63338.050781 Penalty: 3153.489746
	Iteration 3Q: 3 clusters Score -63338.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -63492.343750 Penalty: 3153.489746
	Iteration 4Q: 3 clusters Score -63492.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -63574.109375 Penalty: 3153.489746
	Iteration 5Q: 3 clusters Score -63574.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -63696.011719 Penalty: 3153.489746
	Iteration 6Q: 3 clusters Score -63696.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -63783.710938 Penalty: 3153.489746
	Iteration 7Q: 3 clusters Score -63783.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -63877.261719 Penalty: 3153.489746
	Iteration 8Q: 3 clusters Score -63877.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -63968.539062 Penalty: 3153.489746
	Iteration 9Q: 3 clusters Score -63968.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -64009.253906 Penalty: 3153.489746
	Iteration 10Q: 3 clusters Score -64009.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -64029.890625 Penalty: 3153.489746
	Iteration 11Q: 3 clusters Score -64029.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -64059.542969 Penalty: 3153.489746
	Iteration 12Q: 3 clusters Score -64059.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -64069.664062 Penalty: 3153.489746
	Iteration 13Q: 3 clusters Score -64069.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -64074.804688 Penalty: 3153.489746
	Iteration 14Q: 3 clusters Score -64074.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -64084.042969 Penalty: 3153.489746
	Iteration 15Q: 3 clusters Score -64084.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -64108.250000 Penalty: 3153.489746
	Iteration 16Q: 3 clusters Score -64108.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -64161.257812 Penalty: 3153.489746
	Iteration 17Q: 3 clusters Score -64161.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -64180.320312 Penalty: 3153.489746
	Iteration 18Q: 3 clusters Score -64180.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -64180.320312 Penalty: 3153.489746
	Iteration 19F: 3 clusters Score -64180.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Entering Unmasked Estep 
Score: -2883734.750000 Penalty: 2483.926758
	Iteration 0F: 2 clusters Score -2883735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -2868017.500000 Penalty: 4967.853516
	Iteration 0F: 3 clusters Score -2868018 nChanged 10019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -2873276.500000 Penalty: 4967.853516
	Iteration 1F: 3 clusters Score -2873276 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -2873721.250000 Penalty: 4967.853516
	Iteration 2F: 3 clusters Score -2873721 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -2874142.500000 Penalty: 4967.853516
	Iteration 3Q: 3 clusters Score -2874142 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -2874587.500000 Penalty: 4967.853516
	Iteration 4Q: 3 clusters Score -2874588 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2875074.750000 Penalty: 4967.853516
	Iteration 5Q: 3 clusters Score -2875075 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -2875568.000000 Penalty: 4967.853516
	Iteration 6Q: 3 clusters Score -2875568 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2876082.750000 Penalty: 4967.853516
	Iteration 7Q: 3 clusters Score -2876083 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2876624.250000 Penalty: 4967.853516
	Iteration 8Q: 3 clusters Score -2876624 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -2877263.500000 Penalty: 4967.853516
	Iteration 9Q: 3 clusters Score -2877264 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -2877976.000000 Penalty: 4967.853516
	Iteration 10Q: 3 clusters Score -2877976 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2878651.000000 Penalty: 4967.853516
	Iteration 11Q: 3 clusters Score -2878651 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2879172.000000 Penalty: 4967.853516
	Iteration 12Q: 3 clusters Score -2879172 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -2879465.250000 Penalty: 4967.853516
	Iteration 13Q: 3 clusters Score -2879465 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -2879578.750000 Penalty: 4967.853516
	Iteration 14Q: 3 clusters Score -2879579 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -2879643.500000 Penalty: 4967.853516
	Iteration 15Q: 3 clusters Score -2879644 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -2879685.750000 Penalty: 4967.853516
	Iteration 16Q: 3 clusters Score -2879686 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2879712.500000 Penalty: 4967.853516
	Iteration 17Q: 3 clusters Score -2879712 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -2879735.750000 Penalty: 4967.853516
	Iteration 18Q: 3 clusters Score -2879736 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2879756.500000 Penalty: 4967.853516
	Iteration 19Q: 3 clusters Score -2879756 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -2879769.250000 Penalty: 4967.853516
	Iteration 20F: 3 clusters Score -2879769 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2879769.500000 Penalty: 4967.853516
	Iteration 21Q: 3 clusters Score -2879770 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2879778.750000 Penalty: 4967.853516
	Iteration 22Q: 3 clusters Score -2879779 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2879790.000000 Penalty: 4967.853516
	Iteration 23Q: 3 clusters Score -2879790 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -2879793.250000 Penalty: 4967.853516
	Iteration 24Q: 3 clusters Score -2879793 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -2879802.750000 Penalty: 4967.853516
	Iteration 25Q: 3 clusters Score -2879803 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -2879810.000000 Penalty: 4967.853516
	Iteration 26Q: 3 clusters Score -2879810 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2879824.250000 Penalty: 4967.853516
	Iteration 27Q: 3 clusters Score -2879824 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -2879825.250000 Penalty: 4967.853516
	Iteration 28Q: 3 clusters Score -2879825 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2879833.000000 Penalty: 4967.853516
	Iteration 29Q: 3 clusters Score -2879833 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -2879844.750000 Penalty: 4967.853516
	Iteration 30Q: 3 clusters Score -2879845 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -2879862.250000 Penalty: 4967.853516
	Iteration 31Q: 3 clusters Score -2879862 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -2879871.250000 Penalty: 4967.853516
	Iteration 32Q: 3 clusters Score -2879871 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -2879876.500000 Penalty: 4967.853516
	Iteration 33Q: 3 clusters Score -2879876 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -2879885.500000 Penalty: 4967.853516
	Iteration 34Q: 3 clusters Score -2879886 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2879897.250000 Penalty: 4967.853516
	Iteration 35Q: 3 clusters Score -2879897 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2879907.500000 Penalty: 4967.853516
	Iteration 36Q: 3 clusters Score -2879908 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -2879907.000000 Penalty: 4967.853516
	Iteration 37Q: 3 clusters Score -2879907 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -2879913.250000 Penalty: 4967.853516
	Iteration 38Q: 3 clusters Score -2879913 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -2879920.250000 Penalty: 4967.853516
	Iteration 39Q: 3 clusters Score -2879920 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2879921.500000 Penalty: 4967.853516
	Iteration 40F: 3 clusters Score -2879922 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2879919.500000 Penalty: 4967.853516
	Iteration 41Q: 3 clusters Score -2879920 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -2879922.750000 Penalty: 4967.853516
	Iteration 42Q: 3 clusters Score -2879923 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2879920.000000 Penalty: 4967.853516
	Iteration 43Q: 3 clusters Score -2879920 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2879920.750000 Penalty: 4967.853516
	Iteration 44Q: 3 clusters Score -2879921 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2879928.000000 Penalty: 4967.853516
	Iteration 45Q: 3 clusters Score -2879928 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2879929.750000 Penalty: 4967.853516
	Iteration 46Q: 3 clusters Score -2879930 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2879929.500000 Penalty: 4967.853516
	Iteration 47Q: 3 clusters Score -2879930 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -2879952.000000 Penalty: 4967.853516
	Iteration 48Q: 3 clusters Score -2879952 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -2879960.250000 Penalty: 4967.853516
	Iteration 49Q: 3 clusters Score -2879960 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -2879970.000000 Penalty: 4967.853516
	Iteration 50Q: 3 clusters Score -2879970 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -2879976.000000 Penalty: 4967.853516
	Iteration 51Q: 3 clusters Score -2879976 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -2879985.000000 Penalty: 4967.853516
	Iteration 52Q: 3 clusters Score -2879985 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2879981.250000 Penalty: 4967.853516
	Iteration 53Q: 3 clusters Score -2879981 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -2879994.750000 Penalty: 4967.853516
	Iteration 54Q: 3 clusters Score -2879995 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2879996.250000 Penalty: 4967.853516
	Iteration 55Q: 3 clusters Score -2879996 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -2880001.750000 Penalty: 4967.853516
	Iteration 56Q: 3 clusters Score -2880002 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -2880024.000000 Penalty: 4967.853516
	Iteration 57Q: 3 clusters Score -2880024 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -2880031.750000 Penalty: 4967.853516
	Iteration 58Q: 3 clusters Score -2880032 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -2880031.500000 Penalty: 4967.853516
	Iteration 59Q: 3 clusters Score -2880032 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -2880045.500000 Penalty: 4967.853516
	Iteration 60F: 3 clusters Score -2880046 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2880050.000000 Penalty: 4967.853516
	Iteration 61Q: 3 clusters Score -2880050 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -2880057.250000 Penalty: 4967.853516
	Iteration 62Q: 3 clusters Score -2880057 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -2880065.500000 Penalty: 4967.853516
	Iteration 63Q: 3 clusters Score -2880066 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -2880075.500000 Penalty: 4967.853516
	Iteration 64Q: 3 clusters Score -2880076 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -2880081.250000 Penalty: 4967.853516
	Iteration 65Q: 3 clusters Score -2880081 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -2880109.250000 Penalty: 4967.853516
	Iteration 66Q: 3 clusters Score -2880109 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2880126.750000 Penalty: 4967.853516
	Iteration 67Q: 3 clusters Score -2880127 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -2880135.750000 Penalty: 4967.853516
	Iteration 68Q: 3 clusters Score -2880136 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -2880159.000000 Penalty: 4967.853516
	Iteration 69Q: 3 clusters Score -2880159 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2880173.750000 Penalty: 4967.853516
	Iteration 70Q: 3 clusters Score -2880174 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -2880189.250000 Penalty: 4967.853516
	Iteration 71Q: 3 clusters Score -2880189 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -2880204.500000 Penalty: 4967.853516
	Iteration 72Q: 3 clusters Score -2880204 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -2880218.250000 Penalty: 4967.853516
	Iteration 73Q: 3 clusters Score -2880218 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -2880234.500000 Penalty: 4967.853516
	Iteration 74Q: 3 clusters Score -2880234 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -2880248.750000 Penalty: 4967.853516
	Iteration 75Q: 3 clusters Score -2880249 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -2880267.250000 Penalty: 4967.853516
	Iteration 76Q: 3 clusters Score -2880267 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2880282.750000 Penalty: 4967.853516
	Iteration 77Q: 3 clusters Score -2880283 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -2880303.500000 Penalty: 4967.853516
	Iteration 78Q: 3 clusters Score -2880304 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -2880318.250000 Penalty: 4967.853516
	Iteration 79Q: 3 clusters Score -2880318 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -2880341.250000 Penalty: 4967.853516
	Iteration 80F: 3 clusters Score -2880341 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -2880357.000000 Penalty: 4967.853516
	Iteration 81Q: 3 clusters Score -2880357 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -2880380.250000 Penalty: 4967.853516
	Iteration 82Q: 3 clusters Score -2880380 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -2880391.750000 Penalty: 4967.853516
	Iteration 83Q: 3 clusters Score -2880392 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -2880420.250000 Penalty: 4967.853516
	Iteration 84Q: 3 clusters Score -2880420 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -2880436.000000 Penalty: 4967.853516
	Iteration 85Q: 3 clusters Score -2880436 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -2880457.750000 Penalty: 4967.853516
	Iteration 86Q: 3 clusters Score -2880458 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -2880481.750000 Penalty: 4967.853516
	Iteration 87Q: 3 clusters Score -2880482 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -2880514.750000 Penalty: 4967.853516
	Iteration 88Q: 3 clusters Score -2880515 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -2880540.750000 Penalty: 4967.853516
	Iteration 89Q: 3 clusters Score -2880541 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -2880592.000000 Penalty: 4967.853516
	Iteration 90Q: 3 clusters Score -2880592 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -2880630.000000 Penalty: 4967.853516
	Iteration 91Q: 3 clusters Score -2880630 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -2880697.500000 Penalty: 4967.853516
	Iteration 92Q: 3 clusters Score -2880698 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -2880747.000000 Penalty: 4967.853516
	Iteration 93Q: 3 clusters Score -2880747 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2880812.750000 Penalty: 4967.853516
	Iteration 94Q: 3 clusters Score -2880813 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2880868.750000 Penalty: 4967.853516
	Iteration 95Q: 3 clusters Score -2880869 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -2880937.750000 Penalty: 4967.853516
	Iteration 96Q: 3 clusters Score -2880938 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2881003.000000 Penalty: 4967.853516
	Iteration 97Q: 3 clusters Score -2881003 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2881058.500000 Penalty: 4967.853516
	Iteration 98Q: 3 clusters Score -2881058 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2881125.750000 Penalty: 4967.853516
	Iteration 99Q: 3 clusters Score -2881126 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2881191.500000 Penalty: 4967.853516
	Iteration 100F: 3 clusters Score -2881192 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -2881259.500000 Penalty: 4967.853516
	Iteration 101Q: 3 clusters Score -2881260 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2881346.250000 Penalty: 4967.853516
	Iteration 102Q: 3 clusters Score -2881346 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2881434.750000 Penalty: 4967.853516
	Iteration 103Q: 3 clusters Score -2881435 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2881511.000000 Penalty: 4967.853516
	Iteration 104Q: 3 clusters Score -2881511 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2881564.250000 Penalty: 4967.853516
	Iteration 105Q: 3 clusters Score -2881564 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2881630.500000 Penalty: 4967.853516
	Iteration 106Q: 3 clusters Score -2881630 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2881685.000000 Penalty: 4967.853516
	Iteration 107Q: 3 clusters Score -2881685 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2881733.500000 Penalty: 4967.853516
	Iteration 108Q: 3 clusters Score -2881734 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2881764.750000 Penalty: 4967.853516
	Iteration 109Q: 3 clusters Score -2881765 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2881796.500000 Penalty: 4967.853516
	Iteration 110Q: 3 clusters Score -2881796 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2881808.000000 Penalty: 4967.853516
	Iteration 111Q: 3 clusters Score -2881808 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2881819.750000 Penalty: 4967.853516
	Iteration 112Q: 3 clusters Score -2881820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2881822.500000 Penalty: 4967.853516
	Iteration 113Q: 3 clusters Score -2881822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2881826.500000 Penalty: 4967.853516
	Iteration 114Q: 3 clusters Score -2881826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2881826.250000 Penalty: 4967.853516
	Iteration 115Q: 3 clusters Score -2881826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2881834.000000 Penalty: 4967.853516
	Iteration 116Q: 3 clusters Score -2881834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2881836.250000 Penalty: 4967.853516
	Iteration 117Q: 3 clusters Score -2881836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2881843.750000 Penalty: 4967.853516
	Iteration 118Q: 3 clusters Score -2881844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2881842.500000 Penalty: 4967.853516
	Iteration 119Q: 3 clusters Score -2881842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2881842.750000 Penalty: 4967.853516
	Iteration 120F: 3 clusters Score -2881843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2881842.250000 Penalty: 4967.853516
	Iteration 121Q: 3 clusters Score -2881842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2881837.000000 Penalty: 4967.853516
	Iteration 122Q: 3 clusters Score -2881837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2881837.000000 Penalty: 4967.853516
	Iteration 123F: 3 clusters Score -2881837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Entering Unmasked Estep 
Score: -2383982.250000 Penalty: 2444.697754
	Iteration 0F: 2 clusters Score -2383982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -2370478.500000 Penalty: 4889.395508
	Iteration 0F: 3 clusters Score -2370478 nChanged 8324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2374898.500000 Penalty: 4889.395508
	Iteration 1F: 3 clusters Score -2374898 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2375246.750000 Penalty: 4889.395508
	Iteration 2F: 3 clusters Score -2375247 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -2375525.500000 Penalty: 4889.395508
	Iteration 3Q: 3 clusters Score -2375526 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -2375721.500000 Penalty: 4889.395508
	Iteration 4Q: 3 clusters Score -2375722 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -2375875.250000 Penalty: 4889.395508
	Iteration 5Q: 3 clusters Score -2375875 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -2376014.000000 Penalty: 4889.395508
	Iteration 6Q: 3 clusters Score -2376014 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2376140.750000 Penalty: 4889.395508
	Iteration 7Q: 3 clusters Score -2376141 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -2376264.500000 Penalty: 4889.395508
	Iteration 8Q: 3 clusters Score -2376264 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -2376424.250000 Penalty: 4889.395508
	Iteration 9Q: 3 clusters Score -2376424 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -2376622.000000 Penalty: 4889.395508
	Iteration 10Q: 3 clusters Score -2376622 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -2376899.750000 Penalty: 4889.395508
	Iteration 11Q: 3 clusters Score -2376900 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -2377283.250000 Penalty: 4889.395508
	Iteration 12Q: 3 clusters Score -2377283 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -2377854.750000 Penalty: 4889.395508
	Iteration 13Q: 3 clusters Score -2377855 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2378585.250000 Penalty: 4889.395508
	Iteration 14F: 3 clusters Score -2378585 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2379415.250000 Penalty: 4889.395508
	Iteration 15F: 3 clusters Score -2379415 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2380259.500000 Penalty: 4889.395508
	Iteration 16F: 3 clusters Score -2380260 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2380928.500000 Penalty: 4889.395508
	Iteration 17Q: 3 clusters Score -2380928 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2381363.500000 Penalty: 4889.395508
	Iteration 18Q: 3 clusters Score -2381364 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2381580.500000 Penalty: 4889.395508
	Iteration 19Q: 3 clusters Score -2381580 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2381698.250000 Penalty: 4889.395508
	Iteration 20F: 3 clusters Score -2381698 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2381774.250000 Penalty: 4889.395508
	Iteration 21Q: 3 clusters Score -2381774 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2381828.750000 Penalty: 4889.395508
	Iteration 22Q: 3 clusters Score -2381829 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2381866.500000 Penalty: 4889.395508
	Iteration 23Q: 3 clusters Score -2381866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2381890.750000 Penalty: 4889.395508
	Iteration 24Q: 3 clusters Score -2381891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2381900.500000 Penalty: 4889.395508
	Iteration 25Q: 3 clusters Score -2381900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2381905.500000 Penalty: 4889.395508
	Iteration 26Q: 3 clusters Score -2381906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2381909.000000 Penalty: 4889.395508
	Iteration 27Q: 3 clusters Score -2381909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2381909.000000 Penalty: 4889.395508
	Iteration 28F: 3 clusters Score -2381909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -81051.515625 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -81051.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -79401.898438 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -79401.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -79608.312500 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -79608.31 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -79658.273438 Penalty: 3216.379150
	Iteration 2Q: 3 clusters Score -79658.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -79681.523438 Penalty: 3216.379150
	Iteration 3Q: 3 clusters Score -79681.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -79690.312500 Penalty: 3216.379150
	Iteration 4Q: 3 clusters Score -79690.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -79698.210938 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -79698.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -79709.437500 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -79709.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -79716.195312 Penalty: 3216.379150
	Iteration 7Q: 3 clusters Score -79716.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -79721.992188 Penalty: 3216.379150
	Iteration 8Q: 3 clusters Score -79721.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -79726.031250 Penalty: 3216.379150
	Iteration 9Q: 3 clusters Score -79726.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -79729.585938 Penalty: 3216.379150
	Iteration 10Q: 3 clusters Score -79729.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -79733.101562 Penalty: 3216.379150
	Iteration 11Q: 3 clusters Score -79733.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -79734.062500 Penalty: 3216.379150
	Iteration 12Q: 3 clusters Score -79734.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -79735.953125 Penalty: 3216.379150
	Iteration 13Q: 3 clusters Score -79735.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -79735.953125 Penalty: 3216.379150
	Iteration 14F: 3 clusters Score -79735.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Entering Unmasked Estep 
Score: -1096845.625000 Penalty: 2243.421631
	Iteration 0F: 2 clusters Score -1096846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1090114.625000 Penalty: 4486.843262
	Iteration 0F: 3 clusters Score -1090115 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1091918.625000 Penalty: 4486.843262
	Iteration 1F: 3 clusters Score -1091919 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1092206.250000 Penalty: 4486.843262
	Iteration 2F: 3 clusters Score -1092206 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1092429.250000 Penalty: 4486.843262
	Iteration 3F: 3 clusters Score -1092429 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1092599.375000 Penalty: 4486.843262
	Iteration 4Q: 3 clusters Score -1092599 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1092753.500000 Penalty: 4486.843262
	Iteration 5Q: 3 clusters Score -1092754 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1092910.125000 Penalty: 4486.843262
	Iteration 6Q: 3 clusters Score -1092910 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1093060.000000 Penalty: 4486.843262
	Iteration 7Q: 3 clusters Score -1093060 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1093218.000000 Penalty: 4486.843262
	Iteration 8Q: 3 clusters Score -1093218 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1093348.250000 Penalty: 4486.843262
	Iteration 9Q: 3 clusters Score -1093348 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1093501.500000 Penalty: 4486.843262
	Iteration 10Q: 3 clusters Score -1093502 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1093648.750000 Penalty: 4486.843262
	Iteration 11Q: 3 clusters Score -1093649 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1093800.000000 Penalty: 4486.843262
	Iteration 12Q: 3 clusters Score -1093800 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1093949.625000 Penalty: 4486.843262
	Iteration 13Q: 3 clusters Score -1093950 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1094069.500000 Penalty: 4486.843262
	Iteration 14Q: 3 clusters Score -1094070 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1094163.250000 Penalty: 4486.843262
	Iteration 15Q: 3 clusters Score -1094163 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1094269.625000 Penalty: 4486.843262
	Iteration 16Q: 3 clusters Score -1094270 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1094349.125000 Penalty: 4486.843262
	Iteration 17Q: 3 clusters Score -1094349 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1094422.125000 Penalty: 4486.843262
	Iteration 18Q: 3 clusters Score -1094422 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1094466.000000 Penalty: 4486.843262
	Iteration 19Q: 3 clusters Score -1094466 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1094491.625000 Penalty: 4486.843262
	Iteration 20F: 3 clusters Score -1094492 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1094511.000000 Penalty: 4486.843262
	Iteration 21Q: 3 clusters Score -1094511 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1094520.750000 Penalty: 4486.843262
	Iteration 22Q: 3 clusters Score -1094521 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1094530.125000 Penalty: 4486.843262
	Iteration 23Q: 3 clusters Score -1094530 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1094535.625000 Penalty: 4486.843262
	Iteration 24Q: 3 clusters Score -1094536 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1094554.000000 Penalty: 4486.843262
	Iteration 25Q: 3 clusters Score -1094554 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1094566.125000 Penalty: 4486.843262
	Iteration 26Q: 3 clusters Score -1094566 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1094580.500000 Penalty: 4486.843262
	Iteration 27Q: 3 clusters Score -1094580 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1094597.000000 Penalty: 4486.843262
	Iteration 28Q: 3 clusters Score -1094597 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1094611.500000 Penalty: 4486.843262
	Iteration 29Q: 3 clusters Score -1094612 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1094621.000000 Penalty: 4486.843262
	Iteration 30Q: 3 clusters Score -1094621 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1094630.000000 Penalty: 4486.843262
	Iteration 31Q: 3 clusters Score -1094630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1094635.500000 Penalty: 4486.843262
	Iteration 32Q: 3 clusters Score -1094636 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1094642.250000 Penalty: 4486.843262
	Iteration 33Q: 3 clusters Score -1094642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1094647.875000 Penalty: 4486.843262
	Iteration 34Q: 3 clusters Score -1094648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1094656.750000 Penalty: 4486.843262
	Iteration 35Q: 3 clusters Score -1094657 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1094667.125000 Penalty: 4486.843262
	Iteration 36Q: 3 clusters Score -1094667 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1094672.375000 Penalty: 4486.843262
	Iteration 37Q: 3 clusters Score -1094672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1094675.500000 Penalty: 4486.843262
	Iteration 38Q: 3 clusters Score -1094676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1094678.250000 Penalty: 4486.843262
	Iteration 39Q: 3 clusters Score -1094678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1094680.000000 Penalty: 4486.843262
	Iteration 40F: 3 clusters Score -1094680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1094683.875000 Penalty: 4486.843262
	Iteration 41Q: 3 clusters Score -1094684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1094689.875000 Penalty: 4486.843262
	Iteration 42Q: 3 clusters Score -1094690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1094688.250000 Penalty: 4486.843262
	Iteration 43Q: 3 clusters Score -1094688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1094691.250000 Penalty: 4486.843262
	Iteration 44Q: 3 clusters Score -1094691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1094691.750000 Penalty: 4486.843262
	Iteration 45Q: 3 clusters Score -1094692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1094692.750000 Penalty: 4486.843262
	Iteration 46Q: 3 clusters Score -1094693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1094694.375000 Penalty: 4486.843262
	Iteration 47Q: 3 clusters Score -1094694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1094696.500000 Penalty: 4486.843262
	Iteration 48Q: 3 clusters Score -1094696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1094696.875000 Penalty: 4486.843262
	Iteration 49Q: 3 clusters Score -1094697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1094697.625000 Penalty: 4486.843262
	Iteration 50Q: 3 clusters Score -1094698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1094698.000000 Penalty: 4486.843262
	Iteration 51Q: 3 clusters Score -1094698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1094698.625000 Penalty: 4486.843262
	Iteration 52Q: 3 clusters Score -1094699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1094701.000000 Penalty: 4486.843262
	Iteration 53Q: 3 clusters Score -1094701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1094701.000000 Penalty: 4486.843262
	Iteration 54Q: 3 clusters Score -1094701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1094699.750000 Penalty: 4486.843262
	Iteration 55Q: 3 clusters Score -1094700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1094701.250000 Penalty: 4486.843262
	Iteration 56Q: 3 clusters Score -1094701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1094702.500000 Penalty: 4486.843262
	Iteration 57Q: 3 clusters Score -1094702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1094704.375000 Penalty: 4486.843262
	Iteration 58Q: 3 clusters Score -1094704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1094706.375000 Penalty: 4486.843262
	Iteration 59Q: 3 clusters Score -1094706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1094709.125000 Penalty: 4486.843262
	Iteration 60F: 3 clusters Score -1094709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1094707.125000 Penalty: 4486.843262
	Iteration 61Q: 3 clusters Score -1094707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1094706.250000 Penalty: 4486.843262
	Iteration 62Q: 3 clusters Score -1094706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1094708.875000 Penalty: 4486.843262
	Iteration 63Q: 3 clusters Score -1094709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1094711.250000 Penalty: 4486.843262
	Iteration 64Q: 3 clusters Score -1094711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1094712.625000 Penalty: 4486.843262
	Iteration 65Q: 3 clusters Score -1094713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1094712.875000 Penalty: 4486.843262
	Iteration 66Q: 3 clusters Score -1094713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1094713.500000 Penalty: 4486.843262
	Iteration 67Q: 3 clusters Score -1094714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1094714.750000 Penalty: 4486.843262
	Iteration 68Q: 3 clusters Score -1094715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1094716.000000 Penalty: 4486.843262
	Iteration 69Q: 3 clusters Score -1094716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1094717.750000 Penalty: 4486.843262
	Iteration 70Q: 3 clusters Score -1094718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1094720.375000 Penalty: 4486.843262
	Iteration 71Q: 3 clusters Score -1094720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1094720.125000 Penalty: 4486.843262
	Iteration 72Q: 3 clusters Score -1094720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1094720.625000 Penalty: 4486.843262
	Iteration 73Q: 3 clusters Score -1094721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1094723.875000 Penalty: 4486.843262
	Iteration 74Q: 3 clusters Score -1094724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1094722.250000 Penalty: 4486.843262
	Iteration 75Q: 3 clusters Score -1094722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1094723.625000 Penalty: 4486.843262
	Iteration 76Q: 3 clusters Score -1094724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1094723.875000 Penalty: 4486.843262
	Iteration 77Q: 3 clusters Score -1094724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1094725.750000 Penalty: 4486.843262
	Iteration 78Q: 3 clusters Score -1094726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1094726.250000 Penalty: 4486.843262
	Iteration 79Q: 3 clusters Score -1094726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1094726.375000 Penalty: 4486.843262
	Iteration 80F: 3 clusters Score -1094726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1094727.000000 Penalty: 4486.843262
	Iteration 81Q: 3 clusters Score -1094727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1094728.250000 Penalty: 4486.843262
	Iteration 82Q: 3 clusters Score -1094728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1094729.125000 Penalty: 4486.843262
	Iteration 83Q: 3 clusters Score -1094729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1094731.000000 Penalty: 4486.843262
	Iteration 84Q: 3 clusters Score -1094731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1094731.125000 Penalty: 4486.843262
	Iteration 85Q: 3 clusters Score -1094731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1094730.500000 Penalty: 4486.843262
	Iteration 86Q: 3 clusters Score -1094730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1094731.375000 Penalty: 4486.843262
	Iteration 87Q: 3 clusters Score -1094731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1094729.500000 Penalty: 4486.843262
	Iteration 88Q: 3 clusters Score -1094730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1094730.875000 Penalty: 4486.843262
	Iteration 89Q: 3 clusters Score -1094731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1094734.000000 Penalty: 4486.843262
	Iteration 90Q: 3 clusters Score -1094734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1094734.000000 Penalty: 4486.843262
	Iteration 91F: 3 clusters Score -1094734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -31724.115234 Penalty: 1423.468628
	Iteration 0F: 2 clusters Score -31724.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30402.830078 Penalty: 2846.937256
	Iteration 0F: 3 clusters Score -30402.83 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -30541.144531 Penalty: 2846.937256
	Iteration 1F: 3 clusters Score -30541.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -30607.558594 Penalty: 2846.937256
	Iteration 2F: 3 clusters Score -30607.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -30657.457031 Penalty: 2846.937256
	Iteration 3Q: 3 clusters Score -30657.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -30715.283203 Penalty: 2846.937256
	Iteration 4Q: 3 clusters Score -30715.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -30769.453125 Penalty: 2846.937256
	Iteration 5Q: 3 clusters Score -30769.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -30806.748047 Penalty: 2846.937256
	Iteration 6Q: 3 clusters Score -30806.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -30891.458984 Penalty: 2846.937256
	Iteration 7Q: 3 clusters Score -30891.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -31030.314453 Penalty: 2846.937256
	Iteration 8Q: 3 clusters Score -31030.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -31148.054688 Penalty: 2846.937256
	Iteration 9Q: 3 clusters Score -31148.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -31222.724609 Penalty: 2846.937256
	Iteration 10Q: 3 clusters Score -31222.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -31359.326172 Penalty: 2846.937256
	Iteration 11Q: 3 clusters Score -31359.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -31491.310547 Penalty: 2846.937256
	Iteration 12Q: 3 clusters Score -31491.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -31662.845703 Penalty: 2846.937256
	Iteration 13Q: 3 clusters Score -31662.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -31662.845703 Penalty: 2846.937256
	Iteration 14F: 3 clusters Score -31662.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -79593.578125 Penalty: 1632.342163
	Iteration 0F: 2 clusters Score -79593.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -77922.257812 Penalty: 3264.684326
	Iteration 0F: 3 clusters Score -77922.26 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -78315.093750 Penalty: 3264.684326
	Iteration 1F: 3 clusters Score -78315.09 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -78487.093750 Penalty: 3264.684326
	Iteration 2F: 3 clusters Score -78487.09 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -78541.875000 Penalty: 3264.684326
	Iteration 3Q: 3 clusters Score -78541.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -78586.679688 Penalty: 3264.684326
	Iteration 4Q: 3 clusters Score -78586.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -78622.203125 Penalty: 3264.684326
	Iteration 5Q: 3 clusters Score -78622.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -78644.929688 Penalty: 3264.684326
	Iteration 6Q: 3 clusters Score -78644.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -78665.398438 Penalty: 3264.684326
	Iteration 7Q: 3 clusters Score -78665.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -78683.593750 Penalty: 3264.684326
	Iteration 8Q: 3 clusters Score -78683.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -78689.804688 Penalty: 3264.684326
	Iteration 9Q: 3 clusters Score -78689.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -78692.679688 Penalty: 3264.684326
	Iteration 10Q: 3 clusters Score -78692.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -78692.679688 Penalty: 3264.684326
	Iteration 11F: 3 clusters Score -78692.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Entering Unmasked Estep 
Score: -2588057.000000 Penalty: 2455.717285
	Iteration 0F: 2 clusters Score -2588057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -2573987.250000 Penalty: 4911.434570
	Iteration 0F: 3 clusters Score -2573987 nChanged 8749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -2578563.250000 Penalty: 4911.434570
	Iteration 1F: 3 clusters Score -2578563 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -2578941.250000 Penalty: 4911.434570
	Iteration 2F: 3 clusters Score -2578941 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -2579195.000000 Penalty: 4911.434570
	Iteration 3Q: 3 clusters Score -2579195 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2579398.000000 Penalty: 4911.434570
	Iteration 4Q: 3 clusters Score -2579398 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2579556.500000 Penalty: 4911.434570
	Iteration 5Q: 3 clusters Score -2579556 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -2579747.250000 Penalty: 4911.434570
	Iteration 6Q: 3 clusters Score -2579747 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2579943.000000 Penalty: 4911.434570
	Iteration 7Q: 3 clusters Score -2579943 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2580170.500000 Penalty: 4911.434570
	Iteration 8Q: 3 clusters Score -2580170 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -2580457.000000 Penalty: 4911.434570
	Iteration 9Q: 3 clusters Score -2580457 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -2580846.750000 Penalty: 4911.434570
	Iteration 10Q: 3 clusters Score -2580847 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -2581390.000000 Penalty: 4911.434570
	Iteration 11Q: 3 clusters Score -2581390 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -2582086.000000 Penalty: 4911.434570
	Iteration 12F: 3 clusters Score -2582086 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2582982.000000 Penalty: 4911.434570
	Iteration 13F: 3 clusters Score -2582982 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2583877.250000 Penalty: 4911.434570
	Iteration 14F: 3 clusters Score -2583877 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2584667.500000 Penalty: 4911.434570
	Iteration 15Q: 3 clusters Score -2584668 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2585196.000000 Penalty: 4911.434570
	Iteration 16Q: 3 clusters Score -2585196 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2585516.750000 Penalty: 4911.434570
	Iteration 17Q: 3 clusters Score -2585517 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2585688.000000 Penalty: 4911.434570
	Iteration 18Q: 3 clusters Score -2585688 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2585776.000000 Penalty: 4911.434570
	Iteration 19Q: 3 clusters Score -2585776 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2585821.750000 Penalty: 4911.434570
	Iteration 20F: 3 clusters Score -2585822 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2585863.250000 Penalty: 4911.434570
	Iteration 21Q: 3 clusters Score -2585863 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2585889.500000 Penalty: 4911.434570
	Iteration 22Q: 3 clusters Score -2585890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2585922.250000 Penalty: 4911.434570
	Iteration 23Q: 3 clusters Score -2585922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2585936.500000 Penalty: 4911.434570
	Iteration 24Q: 3 clusters Score -2585936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2585941.000000 Penalty: 4911.434570
	Iteration 25Q: 3 clusters Score -2585941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2585948.500000 Penalty: 4911.434570
	Iteration 26Q: 3 clusters Score -2585948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2585958.750000 Penalty: 4911.434570
	Iteration 27Q: 3 clusters Score -2585959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2585963.750000 Penalty: 4911.434570
	Iteration 28Q: 3 clusters Score -2585964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2585968.250000 Penalty: 4911.434570
	Iteration 29Q: 3 clusters Score -2585968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2585968.250000 Penalty: 4911.434570
	Iteration 30F: 3 clusters Score -2585968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Entering Unmasked Estep 
Score: -88590.171875 Penalty: 1631.309570
	Iteration 0F: 2 clusters Score -88590.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -86870.867188 Penalty: 3262.619141
	Iteration 0F: 3 clusters Score -86870.87 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -87077.062500 Penalty: 3262.619141
	Iteration 1F: 3 clusters Score -87077.06 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -87143.906250 Penalty: 3262.619141
	Iteration 2Q: 3 clusters Score -87143.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -87179.179688 Penalty: 3262.619141
	Iteration 3Q: 3 clusters Score -87179.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -87200.757812 Penalty: 3262.619141
	Iteration 4Q: 3 clusters Score -87200.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -87208.500000 Penalty: 3262.619141
	Iteration 5Q: 3 clusters Score -87208.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -87213.289062 Penalty: 3262.619141
	Iteration 6Q: 3 clusters Score -87213.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -87213.289062 Penalty: 3262.619141
	Iteration 7F: 3 clusters Score -87213.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -16935.181641 Penalty: 1270.743042
	Iteration 0F: 2 clusters Score -16935.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -15947.042969 Penalty: 2541.486084
	Iteration 0F: 3 clusters Score -15947.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -15971.232422 Penalty: 2541.486084
	Iteration 1Q: 3 clusters Score -15971.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -15995.266602 Penalty: 2541.486084
	Iteration 2Q: 3 clusters Score -15995.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -15999.333008 Penalty: 2541.486084
	Iteration 3Q: 3 clusters Score -15999.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -15999.333008 Penalty: 2541.486084
	Iteration 4F: 3 clusters Score -15999.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Entering Unmasked Estep 
Score: -1027202.125000 Penalty: 2227.051514
	Iteration 0F: 2 clusters Score -1027202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1020783.625000 Penalty: 4454.103027
	Iteration 0F: 3 clusters Score -1020784 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1022518.437500 Penalty: 4454.103027
	Iteration 1F: 3 clusters Score -1022518 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1022759.625000 Penalty: 4454.103027
	Iteration 2F: 3 clusters Score -1022760 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1022909.812500 Penalty: 4454.103027
	Iteration 3Q: 3 clusters Score -1022910 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1023004.437500 Penalty: 4454.103027
	Iteration 4Q: 3 clusters Score -1023004 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1023072.625000 Penalty: 4454.103027
	Iteration 5Q: 3 clusters Score -1023073 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1023131.875000 Penalty: 4454.103027
	Iteration 6Q: 3 clusters Score -1023132 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1023188.125000 Penalty: 4454.103027
	Iteration 7Q: 3 clusters Score -1023188 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1023249.937500 Penalty: 4454.103027
	Iteration 8Q: 3 clusters Score -1023250 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1023302.500000 Penalty: 4454.103027
	Iteration 9Q: 3 clusters Score -1023302 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1023356.187500 Penalty: 4454.103027
	Iteration 10Q: 3 clusters Score -1023356 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1023402.250000 Penalty: 4454.103027
	Iteration 11Q: 3 clusters Score -1023402 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1023448.312500 Penalty: 4454.103027
	Iteration 12Q: 3 clusters Score -1023448 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1023489.937500 Penalty: 4454.103027
	Iteration 13Q: 3 clusters Score -1023490 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1023522.437500 Penalty: 4454.103027
	Iteration 14Q: 3 clusters Score -1023522 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1023566.687500 Penalty: 4454.103027
	Iteration 15Q: 3 clusters Score -1023567 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1023628.562500 Penalty: 4454.103027
	Iteration 16Q: 3 clusters Score -1023629 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1023709.125000 Penalty: 4454.103027
	Iteration 17Q: 3 clusters Score -1023709 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1023795.375000 Penalty: 4454.103027
	Iteration 18Q: 3 clusters Score -1023795 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1023878.687500 Penalty: 4454.103027
	Iteration 19Q: 3 clusters Score -1023879 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1023987.625000 Penalty: 4454.103027
	Iteration 20F: 3 clusters Score -1023988 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1024116.187500 Penalty: 4454.103027
	Iteration 21Q: 3 clusters Score -1024116 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1024255.562500 Penalty: 4454.103027
	Iteration 22Q: 3 clusters Score -1024256 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1024399.875000 Penalty: 4454.103027
	Iteration 23Q: 3 clusters Score -1024400 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1024506.625000 Penalty: 4454.103027
	Iteration 24Q: 3 clusters Score -1024507 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1024607.437500 Penalty: 4454.103027
	Iteration 25Q: 3 clusters Score -1024607 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1024690.125000 Penalty: 4454.103027
	Iteration 26Q: 3 clusters Score -1024690 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1024768.812500 Penalty: 4454.103027
	Iteration 27Q: 3 clusters Score -1024769 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1024827.937500 Penalty: 4454.103027
	Iteration 28Q: 3 clusters Score -1024828 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1024870.375000 Penalty: 4454.103027
	Iteration 29Q: 3 clusters Score -1024870 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1024905.812500 Penalty: 4454.103027
	Iteration 30Q: 3 clusters Score -1024906 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1024948.125000 Penalty: 4454.103027
	Iteration 31Q: 3 clusters Score -1024948 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1024984.000000 Penalty: 4454.103027
	Iteration 32Q: 3 clusters Score -1024984 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1025015.062500 Penalty: 4454.103027
	Iteration 33Q: 3 clusters Score -1025015 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1025053.750000 Penalty: 4454.103027
	Iteration 34Q: 3 clusters Score -1025054 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1025093.875000 Penalty: 4454.103027
	Iteration 35Q: 3 clusters Score -1025094 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1025131.562500 Penalty: 4454.103027
	Iteration 36Q: 3 clusters Score -1025132 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1025165.062500 Penalty: 4454.103027
	Iteration 37Q: 3 clusters Score -1025165 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1025193.375000 Penalty: 4454.103027
	Iteration 38Q: 3 clusters Score -1025193 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1025213.937500 Penalty: 4454.103027
	Iteration 39Q: 3 clusters Score -1025214 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1025232.750000 Penalty: 4454.103027
	Iteration 40F: 3 clusters Score -1025233 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1025251.562500 Penalty: 4454.103027
	Iteration 41Q: 3 clusters Score -1025252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1025265.687500 Penalty: 4454.103027
	Iteration 42Q: 3 clusters Score -1025266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1025271.000000 Penalty: 4454.103027
	Iteration 43Q: 3 clusters Score -1025271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1025277.250000 Penalty: 4454.103027
	Iteration 44Q: 3 clusters Score -1025277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1025280.312500 Penalty: 4454.103027
	Iteration 45Q: 3 clusters Score -1025280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1025282.500000 Penalty: 4454.103027
	Iteration 46Q: 3 clusters Score -1025282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1025284.187500 Penalty: 4454.103027
	Iteration 47Q: 3 clusters Score -1025284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1025284.875000 Penalty: 4454.103027
	Iteration 48Q: 3 clusters Score -1025285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1025286.500000 Penalty: 4454.103027
	Iteration 49Q: 3 clusters Score -1025286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1025286.812500 Penalty: 4454.103027
	Iteration 50Q: 3 clusters Score -1025287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1025287.375000 Penalty: 4454.103027
	Iteration 51Q: 3 clusters Score -1025287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1025289.187500 Penalty: 4454.103027
	Iteration 52Q: 3 clusters Score -1025289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1025289.187500 Penalty: 4454.103027
	Iteration 53F: 3 clusters Score -1025289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Entering Unmasked Estep 
Score: -179460.156250 Penalty: 1801.479492
	Iteration 0F: 2 clusters Score -179460.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -177228.187500 Penalty: 3602.958984
	Iteration 0F: 3 clusters Score -177228.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -177633.531250 Penalty: 3602.958984
	Iteration 1F: 3 clusters Score -177633.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -177720.171875 Penalty: 3602.958984
	Iteration 2F: 3 clusters Score -177720.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -177756.328125 Penalty: 3602.958984
	Iteration 3Q: 3 clusters Score -177756.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -177777.578125 Penalty: 3602.958984
	Iteration 4Q: 3 clusters Score -177777.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -177792.328125 Penalty: 3602.958984
	Iteration 5Q: 3 clusters Score -177792.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -177804.750000 Penalty: 3602.958984
	Iteration 6Q: 3 clusters Score -177804.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -177814.937500 Penalty: 3602.958984
	Iteration 7Q: 3 clusters Score -177814.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -177819.109375 Penalty: 3602.958984
	Iteration 8Q: 3 clusters Score -177819.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -177821.578125 Penalty: 3602.958984
	Iteration 9Q: 3 clusters Score -177821.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -177826.406250 Penalty: 3602.958984
	Iteration 10Q: 3 clusters Score -177826.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -177830.390625 Penalty: 3602.958984
	Iteration 11Q: 3 clusters Score -177830.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -177836.906250 Penalty: 3602.958984
	Iteration 12Q: 3 clusters Score -177836.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -177846.671875 Penalty: 3602.958984
	Iteration 13Q: 3 clusters Score -177846.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -177862.546875 Penalty: 3602.958984
	Iteration 14Q: 3 clusters Score -177862.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -177868.890625 Penalty: 3602.958984
	Iteration 15Q: 3 clusters Score -177868.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -177877.015625 Penalty: 3602.958984
	Iteration 16Q: 3 clusters Score -177877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -177882.625000 Penalty: 3602.958984
	Iteration 17Q: 3 clusters Score -177882.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -177885.015625 Penalty: 3602.958984
	Iteration 18Q: 3 clusters Score -177885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -177886.609375 Penalty: 3602.958984
	Iteration 19Q: 3 clusters Score -177886.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -177886.609375 Penalty: 3602.958984
	Iteration 20F: 3 clusters Score -177886.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (203361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203361 members 
Entering Unmasked Estep 
Score: -25697104.000000 Penalty: 3031.239014
	Iteration 0F: 2 clusters Score -2.56971e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101767 members 
Mstep: Class 2 contains 101594 members 
Entering Unmasked Estep 
Score: -25564420.000000 Penalty: 6062.478027
	Iteration 0F: 3 clusters Score -2.556442e+07 nChanged 97943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102992 members 
Mstep: Class 2 contains 100369 members 
Entering Unmasked Estep 
Score: -25621884.000000 Penalty: 6062.478027
	Iteration 1F: 3 clusters Score -2.562188e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103600 members 
Mstep: Class 2 contains 99761 members 
Entering Unmasked Estep 
Score: -25622878.000000 Penalty: 6062.478027
	Iteration 2Q: 3 clusters Score -2.562288e+07 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104553 members 
Mstep: Class 2 contains 98808 members 
Entering Unmasked Estep 
Score: -25624110.000000 Penalty: 6062.478027
	Iteration 3Q: 3 clusters Score -2.562411e+07 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106111 members 
Mstep: Class 2 contains 97250 members 
Entering Unmasked Estep 
Score: -25625654.000000 Penalty: 6062.478027
	Iteration 4Q: 3 clusters Score -2.562565e+07 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108603 members 
Mstep: Class 2 contains 94758 members 
Entering Unmasked Estep 
Score: -25628116.000000 Penalty: 6062.478027
	Iteration 5Q: 3 clusters Score -2.562812e+07 nChanged 8209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112284 members 
Mstep: Class 2 contains 91077 members 
Entering Unmasked Estep 
Score: -25631750.000000 Penalty: 6062.478027
	Iteration 6Q: 3 clusters Score -2.563175e+07 nChanged 10090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117302 members 
Mstep: Class 2 contains 86059 members 
Entering Unmasked Estep 
Score: -25637844.000000 Penalty: 6062.478027
	Iteration 7Q: 3 clusters Score -2.563784e+07 nChanged 12010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123128 members 
Mstep: Class 2 contains 80233 members 
Entering Unmasked Estep 
Score: -25646294.000000 Penalty: 6062.478027
	Iteration 8F: 3 clusters Score -2.564629e+07 nChanged 12664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128418 members 
Mstep: Class 2 contains 74943 members 
Entering Unmasked Estep 
Score: -25655514.000000 Penalty: 6062.478027
	Iteration 9F: 3 clusters Score -2.565551e+07 nChanged 11162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132446 members 
Mstep: Class 2 contains 70915 members 
Entering Unmasked Estep 
Score: -25661366.000000 Penalty: 6062.478027
	Iteration 10F: 3 clusters Score -2.566137e+07 nChanged 7430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135774 members 
Mstep: Class 2 contains 67587 members 
Entering Unmasked Estep 
Score: -25663666.000000 Penalty: 6062.478027
	Iteration 11Q: 3 clusters Score -2.566367e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139094 members 
Mstep: Class 2 contains 64267 members 
Entering Unmasked Estep 
Score: -25664824.000000 Penalty: 6062.478027
	Iteration 12Q: 3 clusters Score -2.566482e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142581 members 
Mstep: Class 2 contains 60780 members 
Entering Unmasked Estep 
Score: -25665710.000000 Penalty: 6062.478027
	Iteration 13Q: 3 clusters Score -2.566571e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146203 members 
Mstep: Class 2 contains 57158 members 
Entering Unmasked Estep 
Score: -25666710.000000 Penalty: 6062.478027
	Iteration 14Q: 3 clusters Score -2.566671e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150000 members 
Mstep: Class 2 contains 53361 members 
Entering Unmasked Estep 
Score: -25667734.000000 Penalty: 6062.478027
	Iteration 15Q: 3 clusters Score -2.566773e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153853 members 
Mstep: Class 2 contains 49508 members 
Entering Unmasked Estep 
Score: -25669002.000000 Penalty: 6062.478027
	Iteration 16Q: 3 clusters Score -2.5669e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157935 members 
Mstep: Class 2 contains 45426 members 
Entering Unmasked Estep 
Score: -25670548.000000 Penalty: 6062.478027
	Iteration 17Q: 3 clusters Score -2.567055e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162270 members 
Mstep: Class 2 contains 41091 members 
Entering Unmasked Estep 
Score: -25672118.000000 Penalty: 6062.478027
	Iteration 18Q: 3 clusters Score -2.567212e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166522 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -25673834.000000 Penalty: 6062.478027
	Iteration 19Q: 3 clusters Score -2.567383e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170684 members 
Mstep: Class 2 contains 32677 members 
Entering Unmasked Estep 
Score: -25675402.000000 Penalty: 6062.478027
	Iteration 20F: 3 clusters Score -2.56754e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174862 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -25677216.000000 Penalty: 6062.478027
	Iteration 21Q: 3 clusters Score -2.567722e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178836 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -25679280.000000 Penalty: 6062.478027
	Iteration 22Q: 3 clusters Score -2.567928e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182666 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -25681252.000000 Penalty: 6062.478027
	Iteration 23Q: 3 clusters Score -2.568125e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186219 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -25683354.000000 Penalty: 6062.478027
	Iteration 24Q: 3 clusters Score -2.568335e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189398 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -25685318.000000 Penalty: 6062.478027
	Iteration 25Q: 3 clusters Score -2.568532e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192213 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -25687180.000000 Penalty: 6062.478027
	Iteration 26Q: 3 clusters Score -2.568718e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194580 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -25688656.000000 Penalty: 6062.478027
	Iteration 27Q: 3 clusters Score -2.568866e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196497 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -25689888.000000 Penalty: 6062.478027
	Iteration 28Q: 3 clusters Score -2.568989e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198049 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -25690878.000000 Penalty: 6062.478027
	Iteration 29Q: 3 clusters Score -2.569088e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199292 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -25691746.000000 Penalty: 6062.478027
	Iteration 30Q: 3 clusters Score -2.569175e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200266 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -25692420.000000 Penalty: 6062.478027
	Iteration 31Q: 3 clusters Score -2.569242e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200988 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -25692902.000000 Penalty: 6062.478027
	Iteration 32Q: 3 clusters Score -2.56929e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201514 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -25693404.000000 Penalty: 6062.478027
	Iteration 33Q: 3 clusters Score -2.56934e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201894 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -25693754.000000 Penalty: 6062.478027
	Iteration 34Q: 3 clusters Score -2.569375e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202136 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -25693938.000000 Penalty: 6062.478027
	Iteration 35Q: 3 clusters Score -2.569394e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202306 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -25694066.000000 Penalty: 6062.478027
	Iteration 36Q: 3 clusters Score -2.569407e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202429 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -25694108.000000 Penalty: 6062.478027
	Iteration 37Q: 3 clusters Score -2.569411e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202506 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -25694182.000000 Penalty: 6062.478027
	Iteration 38Q: 3 clusters Score -2.569418e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202574 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -25694234.000000 Penalty: 6062.478027
	Iteration 39Q: 3 clusters Score -2.569423e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202628 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -25694276.000000 Penalty: 6062.478027
	Iteration 40F: 3 clusters Score -2.569428e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202663 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -25694302.000000 Penalty: 6062.478027
	Iteration 41Q: 3 clusters Score -2.56943e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202686 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -25694318.000000 Penalty: 6062.478027
	Iteration 42Q: 3 clusters Score -2.569432e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202716 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -25694370.000000 Penalty: 6062.478027
	Iteration 43Q: 3 clusters Score -2.569437e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202735 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -25694414.000000 Penalty: 6062.478027
	Iteration 44Q: 3 clusters Score -2.569441e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202740 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -25694422.000000 Penalty: 6062.478027
	Iteration 45Q: 3 clusters Score -2.569442e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202744 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -25694420.000000 Penalty: 6062.478027
	Iteration 46Q: 3 clusters Score -2.569442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202750 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -25694420.000000 Penalty: 6062.478027
	Iteration 47Q: 3 clusters Score -2.569442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202753 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -25694424.000000 Penalty: 6062.478027
	Iteration 48Q: 3 clusters Score -2.569442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202755 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -25694416.000000 Penalty: 6062.478027
	Iteration 49Q: 3 clusters Score -2.569442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202761 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -25694444.000000 Penalty: 6062.478027
	Iteration 50Q: 3 clusters Score -2.569444e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202765 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -25694444.000000 Penalty: 6062.478027
	Iteration 51Q: 3 clusters Score -2.569444e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202772 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -25694444.000000 Penalty: 6062.478027
	Iteration 52Q: 3 clusters Score -2.569444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202773 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -25694456.000000 Penalty: 6062.478027
	Iteration 53Q: 3 clusters Score -2.569446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202774 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -25694448.000000 Penalty: 6062.478027
	Iteration 54Q: 3 clusters Score -2.569445e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202774 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -25694448.000000 Penalty: 6062.478027
	Iteration 55F: 3 clusters Score -2.569445e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5100 members 
Mstep: Class 3 contains 42056 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11058 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 104766 members 
Mstep: Class 11 contains 7374 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22378 members 
Mstep: Class 14 contains 19104 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8485 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19972 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7943 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718108.000000 Penalty: 74389.843750
Iteration 239Q: 24 clusters Score -5.771811e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5100 members 
Mstep: Class 3 contains 42054 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11061 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 104765 members 
Mstep: Class 11 contains 7374 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22376 members 
Mstep: Class 14 contains 19105 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8485 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19973 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7946 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718072.000000 Penalty: 74389.843750
Iteration 240F: 24 clusters Score -5.771807e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5100 members 
Mstep: Class 3 contains 42053 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11059 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 104767 members 
Mstep: Class 11 contains 7374 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22375 members 
Mstep: Class 14 contains 19104 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8485 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19974 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7948 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718100.000000 Penalty: 74389.843750
Iteration 241Q: 24 clusters Score -5.77181e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5100 members 
Mstep: Class 3 contains 42054 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11058 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 104765 members 
Mstep: Class 11 contains 7374 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22373 members 
Mstep: Class 14 contains 19104 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8485 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19974 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7948 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718076.000000 Penalty: 74389.843750
Iteration 242Q: 24 clusters Score -5.771808e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5100 members 
Mstep: Class 3 contains 42052 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11057 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 104761 members 
Mstep: Class 11 contains 7374 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22371 members 
Mstep: Class 14 contains 19104 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8485 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19974 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7950 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718048.000000 Penalty: 74389.843750
Iteration 243Q: 24 clusters Score -5.771805e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5100 members 
Mstep: Class 3 contains 42051 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11056 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 104758 members 
Mstep: Class 11 contains 7374 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22368 members 
Mstep: Class 14 contains 19104 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8485 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19974 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7952 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718076.000000 Penalty: 74389.843750
Iteration 244Q: 24 clusters Score -5.771808e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5100 members 
Mstep: Class 3 contains 42050 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11053 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 104755 members 
Mstep: Class 11 contains 7374 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22367 members 
Mstep: Class 14 contains 19104 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8485 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19974 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7953 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718064.000000 Penalty: 74389.843750
Iteration 245Q: 24 clusters Score -5.771806e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5100 members 
Mstep: Class 3 contains 42047 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11051 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 104756 members 
Mstep: Class 11 contains 7374 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22363 members 
Mstep: Class 14 contains 19104 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8485 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19974 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7954 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718068.000000 Penalty: 74389.843750
Iteration 246Q: 24 clusters Score -5.771807e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5100 members 
Mstep: Class 3 contains 42043 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11052 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 104757 members 
Mstep: Class 11 contains 7374 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22359 members 
Mstep: Class 14 contains 19104 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8484 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19974 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718044.000000 Penalty: 74389.843750
Iteration 247Q: 24 clusters Score -5.771804e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5101 members 
Mstep: Class 3 contains 42040 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11055 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 104752 members 
Mstep: Class 11 contains 7375 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22357 members 
Mstep: Class 14 contains 19104 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8486 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19974 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7958 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718048.000000 Penalty: 74389.843750
Iteration 248Q: 24 clusters Score -5.771805e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5100 members 
Mstep: Class 3 contains 42037 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11057 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 104750 members 
Mstep: Class 11 contains 7376 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22359 members 
Mstep: Class 14 contains 19104 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8486 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19975 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7960 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718024.000000 Penalty: 74389.843750
Iteration 249Q: 24 clusters Score -5.771802e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5101 members 
Mstep: Class 3 contains 42036 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11057 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 104746 members 
Mstep: Class 11 contains 7377 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22357 members 
Mstep: Class 14 contains 19104 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8486 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19975 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7965 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718028.000000 Penalty: 74389.843750
Iteration 250Q: 24 clusters Score -5.771803e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5101 members 
Mstep: Class 3 contains 42037 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11058 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 104743 members 
Mstep: Class 11 contains 7377 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22355 members 
Mstep: Class 14 contains 19104 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8486 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19975 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7969 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718048.000000 Penalty: 74389.843750
Iteration 251Q: 24 clusters Score -5.771805e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5101 members 
Mstep: Class 3 contains 42036 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11059 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 104740 members 
Mstep: Class 11 contains 7378 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22353 members 
Mstep: Class 14 contains 19104 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8486 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19974 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7970 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718028.000000 Penalty: 74389.843750
Iteration 252Q: 24 clusters Score -5.771803e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5101 members 
Mstep: Class 3 contains 42033 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11059 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 104739 members 
Mstep: Class 11 contains 7379 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22351 members 
Mstep: Class 14 contains 19104 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8486 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19974 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7970 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718028.000000 Penalty: 74389.843750
Iteration 253Q: 24 clusters Score -5.771803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5101 members 
Mstep: Class 3 contains 42033 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11059 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 104741 members 
Mstep: Class 11 contains 7380 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22349 members 
Mstep: Class 14 contains 19104 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8486 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19974 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7970 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718044.000000 Penalty: 74389.843750
Iteration 254Q: 24 clusters Score -5.771804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5101 members 
Mstep: Class 3 contains 42033 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11059 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 104740 members 
Mstep: Class 11 contains 7381 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22348 members 
Mstep: Class 14 contains 19104 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8486 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19973 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7970 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718044.000000 Penalty: 74389.843750
Iteration 255Q: 24 clusters Score -5.771804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5101 members 
Mstep: Class 3 contains 42034 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11059 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 104740 members 
Mstep: Class 11 contains 7381 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22348 members 
Mstep: Class 14 contains 19104 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8486 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19973 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7970 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718052.000000 Penalty: 74389.843750
Iteration 256Q: 24 clusters Score -5.771805e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5101 members 
Mstep: Class 3 contains 42033 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11059 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 104739 members 
Mstep: Class 11 contains 7383 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22347 members 
Mstep: Class 14 contains 19104 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8485 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19973 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7970 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718036.000000 Penalty: 74389.843750
Iteration 257Q: 24 clusters Score -5.771804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5101 members 
Mstep: Class 3 contains 42034 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11059 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 104736 members 
Mstep: Class 11 contains 7382 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22347 members 
Mstep: Class 14 contains 19104 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8484 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19973 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7970 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718028.000000 Penalty: 74389.843750
Iteration 258Q: 24 clusters Score -5.771803e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5101 members 
Mstep: Class 3 contains 42034 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11059 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 104733 members 
Mstep: Class 11 contains 7382 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22347 members 
Mstep: Class 14 contains 19104 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8484 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19973 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7971 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717980.000000 Penalty: 74389.843750
Iteration 259Q: 24 clusters Score -5.771798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5101 members 
Mstep: Class 3 contains 42034 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 7 contains 11059 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 104733 members 
Mstep: Class 11 contains 7382 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 22347 members 
Mstep: Class 14 contains 19104 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 8484 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 19973 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7971 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 203409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717980.000000 Penalty: 74389.843750
Iteration 260F: 24 clusters Score -5.771798e+07 nChanged 0
Entering ConstructFrom: 
Score: -57717980.000000 Penalty: 74389.843750
Entering ConstructFrom: 
Trying to split cluster 1 (2147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Entering Unmasked Estep 
Score: -262148.687500 Penalty: 1902.613037
	Iteration 0F: 2 clusters Score -262148.7 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 1095 members 
Entering Unmasked Estep 
Score: -259406.953125 Penalty: 3805.226074
	Iteration 0F: 3 clusters Score -259407 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -259914.968750 Penalty: 3805.226074
	Iteration 1F: 3 clusters Score -259915 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -260029.859375 Penalty: 3805.226074
	Iteration 2F: 3 clusters Score -260029.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -260084.968750 Penalty: 3805.226074
	Iteration 3Q: 3 clusters Score -260085 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -260116.453125 Penalty: 3805.226074
	Iteration 4Q: 3 clusters Score -260116.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -260138.703125 Penalty: 3805.226074
	Iteration 5Q: 3 clusters Score -260138.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -260158.734375 Penalty: 3805.226074
	Iteration 6Q: 3 clusters Score -260158.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -260174.578125 Penalty: 3805.226074
	Iteration 7Q: 3 clusters Score -260174.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -260185.312500 Penalty: 3805.226074
	Iteration 8Q: 3 clusters Score -260185.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -260195.390625 Penalty: 3805.226074
	Iteration 9Q: 3 clusters Score -260195.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -260199.750000 Penalty: 3805.226074
	Iteration 10Q: 3 clusters Score -260199.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -260205.234375 Penalty: 3805.226074
	Iteration 11Q: 3 clusters Score -260205.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -260208.359375 Penalty: 3805.226074
	Iteration 12Q: 3 clusters Score -260208.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -260212.890625 Penalty: 3805.226074
	Iteration 13Q: 3 clusters Score -260212.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -260218.734375 Penalty: 3805.226074
	Iteration 14Q: 3 clusters Score -260218.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -260224.125000 Penalty: 3805.226074
	Iteration 15Q: 3 clusters Score -260224.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -260227.859375 Penalty: 3805.226074
	Iteration 16Q: 3 clusters Score -260227.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -260229.953125 Penalty: 3805.226074
	Iteration 17Q: 3 clusters Score -260230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -260230.531250 Penalty: 3805.226074
	Iteration 18Q: 3 clusters Score -260230.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -260230.531250 Penalty: 3805.226074
	Iteration 19F: 3 clusters Score -260230.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Entering Unmasked Estep 
Score: -660878.625000 Penalty: 2117.223633
	Iteration 0F: 2 clusters Score -660878.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -656232.125000 Penalty: 4234.447266
	Iteration 0F: 3 clusters Score -656232.1 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -657347.875000 Penalty: 4234.447266
	Iteration 1F: 3 clusters Score -657347.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -657565.187500 Penalty: 4234.447266
	Iteration 2F: 3 clusters Score -657565.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -657699.562500 Penalty: 4234.447266
	Iteration 3Q: 3 clusters Score -657699.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -657795.375000 Penalty: 4234.447266
	Iteration 4Q: 3 clusters Score -657795.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -657865.687500 Penalty: 4234.447266
	Iteration 5Q: 3 clusters Score -657865.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -657920.750000 Penalty: 4234.447266
	Iteration 6Q: 3 clusters Score -657920.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -657976.812500 Penalty: 4234.447266
	Iteration 7Q: 3 clusters Score -657976.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -658022.625000 Penalty: 4234.447266
	Iteration 8Q: 3 clusters Score -658022.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -658060.875000 Penalty: 4234.447266
	Iteration 9Q: 3 clusters Score -658060.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -658099.437500 Penalty: 4234.447266
	Iteration 10Q: 3 clusters Score -658099.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -658139.125000 Penalty: 4234.447266
	Iteration 11Q: 3 clusters Score -658139.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -658172.937500 Penalty: 4234.447266
	Iteration 12Q: 3 clusters Score -658172.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -658195.500000 Penalty: 4234.447266
	Iteration 13Q: 3 clusters Score -658195.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -658213.875000 Penalty: 4234.447266
	Iteration 14Q: 3 clusters Score -658213.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -658233.812500 Penalty: 4234.447266
	Iteration 15Q: 3 clusters Score -658233.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -658254.062500 Penalty: 4234.447266
	Iteration 16Q: 3 clusters Score -658254.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -658275.812500 Penalty: 4234.447266
	Iteration 17Q: 3 clusters Score -658275.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -658304.062500 Penalty: 4234.447266
	Iteration 18Q: 3 clusters Score -658304.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -658330.250000 Penalty: 4234.447266
	Iteration 19Q: 3 clusters Score -658330.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -658356.187500 Penalty: 4234.447266
	Iteration 20F: 3 clusters Score -658356.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -658387.000000 Penalty: 4234.447266
	Iteration 21Q: 3 clusters Score -658387 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -658422.687500 Penalty: 4234.447266
	Iteration 22Q: 3 clusters Score -658422.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -658455.187500 Penalty: 4234.447266
	Iteration 23Q: 3 clusters Score -658455.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -658500.312500 Penalty: 4234.447266
	Iteration 24Q: 3 clusters Score -658500.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -658545.812500 Penalty: 4234.447266
	Iteration 25Q: 3 clusters Score -658545.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -658594.500000 Penalty: 4234.447266
	Iteration 26Q: 3 clusters Score -658594.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -658641.562500 Penalty: 4234.447266
	Iteration 27Q: 3 clusters Score -658641.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -658682.937500 Penalty: 4234.447266
	Iteration 28Q: 3 clusters Score -658682.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -658725.437500 Penalty: 4234.447266
	Iteration 29Q: 3 clusters Score -658725.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -658768.250000 Penalty: 4234.447266
	Iteration 30Q: 3 clusters Score -658768.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -658808.937500 Penalty: 4234.447266
	Iteration 31Q: 3 clusters Score -658808.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -658839.125000 Penalty: 4234.447266
	Iteration 32Q: 3 clusters Score -658839.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -658875.875000 Penalty: 4234.447266
	Iteration 33Q: 3 clusters Score -658875.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -658896.625000 Penalty: 4234.447266
	Iteration 34Q: 3 clusters Score -658896.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -658914.937500 Penalty: 4234.447266
	Iteration 35Q: 3 clusters Score -658914.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -658926.250000 Penalty: 4234.447266
	Iteration 36Q: 3 clusters Score -658926.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -658938.750000 Penalty: 4234.447266
	Iteration 37Q: 3 clusters Score -658938.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -658945.687500 Penalty: 4234.447266
	Iteration 38Q: 3 clusters Score -658945.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -658953.187500 Penalty: 4234.447266
	Iteration 39Q: 3 clusters Score -658953.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -658956.875000 Penalty: 4234.447266
	Iteration 40F: 3 clusters Score -658956.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -658960.312500 Penalty: 4234.447266
	Iteration 41Q: 3 clusters Score -658960.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -658960.312500 Penalty: 4234.447266
	Iteration 42F: 3 clusters Score -658960.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (42034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42034 members 
Entering Unmasked Estep 
Score: -5396412.000000 Penalty: 2640.266113
	Iteration 0F: 2 clusters Score -5396412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -5367848.000000 Penalty: 5280.532227
	Iteration 0F: 3 clusters Score -5367848 nChanged 19315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -5378548.000000 Penalty: 5280.532227
	Iteration 1F: 3 clusters Score -5378548 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -5379209.000000 Penalty: 5280.532227
	Iteration 2Q: 3 clusters Score -5379209 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -5380051.500000 Penalty: 5280.532227
	Iteration 3Q: 3 clusters Score -5380052 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -5381319.000000 Penalty: 5280.532227
	Iteration 4F: 3 clusters Score -5381319 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -5383171.500000 Penalty: 5280.532227
	Iteration 5F: 3 clusters Score -5383172 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -5385632.000000 Penalty: 5280.532227
	Iteration 6F: 3 clusters Score -5385632 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -5388449.000000 Penalty: 5280.532227
	Iteration 7F: 3 clusters Score -5388449 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 37305 members 
Entering Unmasked Estep 
Score: -5390817.000000 Penalty: 5280.532227
	Iteration 8F: 3 clusters Score -5390817 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -5392290.000000 Penalty: 5280.532227
	Iteration 9Q: 3 clusters Score -5392290 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -5393112.500000 Penalty: 5280.532227
	Iteration 10Q: 3 clusters Score -5393112 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -5393541.500000 Penalty: 5280.532227
	Iteration 11Q: 3 clusters Score -5393542 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -5393785.000000 Penalty: 5280.532227
	Iteration 12Q: 3 clusters Score -5393785 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
Score: -5393918.000000 Penalty: 5280.532227
	Iteration 13Q: 3 clusters Score -5393918 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 40650 members 
Entering Unmasked Estep 
Score: -5393983.000000 Penalty: 5280.532227
	Iteration 14Q: 3 clusters Score -5393983 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -5394024.000000 Penalty: 5280.532227
	Iteration 15Q: 3 clusters Score -5394024 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -5394058.500000 Penalty: 5280.532227
	Iteration 16Q: 3 clusters Score -5394058 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -5394091.500000 Penalty: 5280.532227
	Iteration 17Q: 3 clusters Score -5394092 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -5394129.000000 Penalty: 5280.532227
	Iteration 18Q: 3 clusters Score -5394129 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -5394185.000000 Penalty: 5280.532227
	Iteration 19Q: 3 clusters Score -5394185 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 41041 members 
Entering Unmasked Estep 
Score: -5394232.000000 Penalty: 5280.532227
	Iteration 20F: 3 clusters Score -5394232 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -5394249.000000 Penalty: 5280.532227
	Iteration 21Q: 3 clusters Score -5394249 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
Score: -5394264.000000 Penalty: 5280.532227
	Iteration 22Q: 3 clusters Score -5394264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 41122 members 
Entering Unmasked Estep 
Score: -5394279.000000 Penalty: 5280.532227
	Iteration 23Q: 3 clusters Score -5394279 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 41146 members 
Entering Unmasked Estep 
Score: -5394290.000000 Penalty: 5280.532227
	Iteration 24Q: 3 clusters Score -5394290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 41160 members 
Entering Unmasked Estep 
Score: -5394300.500000 Penalty: 5280.532227
	Iteration 25Q: 3 clusters Score -5394300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 41176 members 
Entering Unmasked Estep 
Score: -5394301.000000 Penalty: 5280.532227
	Iteration 26Q: 3 clusters Score -5394301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 41182 members 
Entering Unmasked Estep 
Score: -5394304.000000 Penalty: 5280.532227
	Iteration 27Q: 3 clusters Score -5394304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 41192 members 
Entering Unmasked Estep 
Score: -5394302.500000 Penalty: 5280.532227
	Iteration 28Q: 3 clusters Score -5394302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 41199 members 
Entering Unmasked Estep 
Score: -5394299.500000 Penalty: 5280.532227
	Iteration 29Q: 3 clusters Score -5394300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 41203 members 
Entering Unmasked Estep 
Score: -5394300.000000 Penalty: 5280.532227
	Iteration 30Q: 3 clusters Score -5394300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 41205 members 
Entering Unmasked Estep 
Score: -5394297.000000 Penalty: 5280.532227
	Iteration 31Q: 3 clusters Score -5394297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 41207 members 
Entering Unmasked Estep 
Score: -5394299.500000 Penalty: 5280.532227
	Iteration 32Q: 3 clusters Score -5394300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 41207 members 
Entering Unmasked Estep 
Score: -5394299.500000 Penalty: 5280.532227
	Iteration 33F: 3 clusters Score -5394300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -41313.242188 Penalty: 1475.759399
	Iteration 0F: 2 clusters Score -41313.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -40331.449219 Penalty: 2951.518799
	Iteration 0F: 3 clusters Score -40331.45 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -40856.343750 Penalty: 2951.518799
	Iteration 1F: 3 clusters Score -40856.34 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -41059.785156 Penalty: 2951.518799
	Iteration 2F: 3 clusters Score -41059.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -41118.078125 Penalty: 2951.518799
	Iteration 3Q: 3 clusters Score -41118.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -41145.187500 Penalty: 2951.518799
	Iteration 4Q: 3 clusters Score -41145.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -41156.378906 Penalty: 2951.518799
	Iteration 5Q: 3 clusters Score -41156.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -41161.679688 Penalty: 2951.518799
	Iteration 6Q: 3 clusters Score -41161.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -41161.679688 Penalty: 2951.518799
	Iteration 7F: 3 clusters Score -41161.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Entering Unmasked Estep 
Score: -105707.992188 Penalty: 1668.105957
	Iteration 0F: 2 clusters Score -105708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -103866.273438 Penalty: 3336.211914
	Iteration 0F: 3 clusters Score -103866.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -104078.945312 Penalty: 3336.211914
	Iteration 1F: 3 clusters Score -104078.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -104144.234375 Penalty: 3336.211914
	Iteration 2F: 3 clusters Score -104144.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -104171.875000 Penalty: 3336.211914
	Iteration 3Q: 3 clusters Score -104171.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -104195.648438 Penalty: 3336.211914
	Iteration 4Q: 3 clusters Score -104195.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -104202.617188 Penalty: 3336.211914
	Iteration 5Q: 3 clusters Score -104202.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -104204.492188 Penalty: 3336.211914
	Iteration 6Q: 3 clusters Score -104204.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -104205.726562 Penalty: 3336.211914
	Iteration 7Q: 3 clusters Score -104205.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -104206.593750 Penalty: 3336.211914
	Iteration 8Q: 3 clusters Score -104206.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -104206.593750 Penalty: 3336.211914
	Iteration 9F: 3 clusters Score -104206.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Entering Unmasked Estep 
Score: -1423502.250000 Penalty: 2309.127930
	Iteration 0F: 2 clusters Score -1423502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1415088.000000 Penalty: 4618.255859
	Iteration 0F: 3 clusters Score -1415088 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1417486.250000 Penalty: 4618.255859
	Iteration 1F: 3 clusters Score -1417486 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1417726.625000 Penalty: 4618.255859
	Iteration 2F: 3 clusters Score -1417727 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1417905.500000 Penalty: 4618.255859
	Iteration 3Q: 3 clusters Score -1417906 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1418068.375000 Penalty: 4618.255859
	Iteration 4Q: 3 clusters Score -1418068 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1418224.250000 Penalty: 4618.255859
	Iteration 5Q: 3 clusters Score -1418224 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1418351.000000 Penalty: 4618.255859
	Iteration 6Q: 3 clusters Score -1418351 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1418489.375000 Penalty: 4618.255859
	Iteration 7Q: 3 clusters Score -1418489 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1418629.500000 Penalty: 4618.255859
	Iteration 8Q: 3 clusters Score -1418630 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1418807.250000 Penalty: 4618.255859
	Iteration 9Q: 3 clusters Score -1418807 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1419014.000000 Penalty: 4618.255859
	Iteration 10Q: 3 clusters Score -1419014 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1419252.125000 Penalty: 4618.255859
	Iteration 11Q: 3 clusters Score -1419252 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1419520.375000 Penalty: 4618.255859
	Iteration 12Q: 3 clusters Score -1419520 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1419837.125000 Penalty: 4618.255859
	Iteration 13Q: 3 clusters Score -1419837 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1420127.000000 Penalty: 4618.255859
	Iteration 14Q: 3 clusters Score -1420127 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1420379.250000 Penalty: 4618.255859
	Iteration 15Q: 3 clusters Score -1420379 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1420577.375000 Penalty: 4618.255859
	Iteration 16Q: 3 clusters Score -1420577 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1420743.875000 Penalty: 4618.255859
	Iteration 17Q: 3 clusters Score -1420744 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1420901.500000 Penalty: 4618.255859
	Iteration 18Q: 3 clusters Score -1420902 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1421031.625000 Penalty: 4618.255859
	Iteration 19Q: 3 clusters Score -1421032 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1421130.000000 Penalty: 4618.255859
	Iteration 20F: 3 clusters Score -1421130 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1421194.750000 Penalty: 4618.255859
	Iteration 21Q: 3 clusters Score -1421195 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1421256.125000 Penalty: 4618.255859
	Iteration 22Q: 3 clusters Score -1421256 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1421319.375000 Penalty: 4618.255859
	Iteration 23Q: 3 clusters Score -1421319 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1421364.750000 Penalty: 4618.255859
	Iteration 24Q: 3 clusters Score -1421365 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1421403.875000 Penalty: 4618.255859
	Iteration 25Q: 3 clusters Score -1421404 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1421432.875000 Penalty: 4618.255859
	Iteration 26Q: 3 clusters Score -1421433 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1421459.875000 Penalty: 4618.255859
	Iteration 27Q: 3 clusters Score -1421460 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1421492.500000 Penalty: 4618.255859
	Iteration 28Q: 3 clusters Score -1421492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1421514.500000 Penalty: 4618.255859
	Iteration 29Q: 3 clusters Score -1421514 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1421541.250000 Penalty: 4618.255859
	Iteration 30Q: 3 clusters Score -1421541 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1421559.625000 Penalty: 4618.255859
	Iteration 31Q: 3 clusters Score -1421560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1421569.250000 Penalty: 4618.255859
	Iteration 32Q: 3 clusters Score -1421569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1421577.875000 Penalty: 4618.255859
	Iteration 33Q: 3 clusters Score -1421578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1421585.750000 Penalty: 4618.255859
	Iteration 34Q: 3 clusters Score -1421586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1421588.625000 Penalty: 4618.255859
	Iteration 35Q: 3 clusters Score -1421589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1421592.125000 Penalty: 4618.255859
	Iteration 36Q: 3 clusters Score -1421592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1421595.000000 Penalty: 4618.255859
	Iteration 37Q: 3 clusters Score -1421595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1421594.500000 Penalty: 4618.255859
	Iteration 38Q: 3 clusters Score -1421594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1421594.625000 Penalty: 4618.255859
	Iteration 39Q: 3 clusters Score -1421595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1421596.250000 Penalty: 4618.255859
	Iteration 40F: 3 clusters Score -1421596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1421596.250000 Penalty: 4618.255859
	Iteration 41Q: 3 clusters Score -1421596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1421596.250000 Penalty: 4618.255859
	Iteration 42F: 3 clusters Score -1421596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -27818.265625 Penalty: 1369.322388
	Iteration 0F: 2 clusters Score -27818.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -26587.751953 Penalty: 2738.644775
	Iteration 0F: 3 clusters Score -26587.75 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26687.841797 Penalty: 2738.644775
	Iteration 1F: 3 clusters Score -26687.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -26745.496094 Penalty: 2738.644775
	Iteration 2Q: 3 clusters Score -26745.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -26762.259766 Penalty: 2738.644775
	Iteration 3Q: 3 clusters Score -26762.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -26769.880859 Penalty: 2738.644775
	Iteration 4Q: 3 clusters Score -26769.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -26769.880859 Penalty: 2738.644775
	Iteration 5F: 3 clusters Score -26769.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Entering Unmasked Estep 
Score: -64428.285156 Penalty: 1592.562378
	Iteration 0F: 2 clusters Score -64428.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -62890.429688 Penalty: 3185.124756
	Iteration 0F: 3 clusters Score -62890.43 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -63333.660156 Penalty: 3185.124756
	Iteration 1F: 3 clusters Score -63333.66 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -63644.546875 Penalty: 3185.124756
	Iteration 2F: 3 clusters Score -63644.55 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -63912.292969 Penalty: 3185.124756
	Iteration 3F: 3 clusters Score -63912.29 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -64045.039062 Penalty: 3185.124756
	Iteration 4F: 3 clusters Score -64045.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -64102.089844 Penalty: 3185.124756
	Iteration 5Q: 3 clusters Score -64102.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -64130.667969 Penalty: 3185.124756
	Iteration 6Q: 3 clusters Score -64130.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -64155.554688 Penalty: 3185.124756
	Iteration 7Q: 3 clusters Score -64155.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -64177.355469 Penalty: 3185.124756
	Iteration 8Q: 3 clusters Score -64177.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -64195.375000 Penalty: 3185.124756
	Iteration 9Q: 3 clusters Score -64195.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -64215.074219 Penalty: 3185.124756
	Iteration 10Q: 3 clusters Score -64215.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -64229.636719 Penalty: 3185.124756
	Iteration 11Q: 3 clusters Score -64229.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -64238.589844 Penalty: 3185.124756
	Iteration 12Q: 3 clusters Score -64238.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -64241.847656 Penalty: 3185.124756
	Iteration 13Q: 3 clusters Score -64241.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -64243.292969 Penalty: 3185.124756
	Iteration 14Q: 3 clusters Score -64243.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -64245.371094 Penalty: 3185.124756
	Iteration 15Q: 3 clusters Score -64245.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -64245.371094 Penalty: 3185.124756
	Iteration 16F: 3 clusters Score -64245.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (104733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104733 members 
Entering Unmasked Estep 
Score: -13436576.000000 Penalty: 2866.674072
	Iteration 0F: 2 clusters Score -1.343658e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52403 members 
Mstep: Class 2 contains 52330 members 
Entering Unmasked Estep 
Score: -13366686.000000 Penalty: 5733.348145
	Iteration 0F: 3 clusters Score -1.336669e+07 nChanged 49502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52293 members 
Mstep: Class 2 contains 52440 members 
Entering Unmasked Estep 
Score: -13394769.000000 Penalty: 5733.348145
	Iteration 1F: 3 clusters Score -1.339477e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51945 members 
Mstep: Class 2 contains 52788 members 
Entering Unmasked Estep 
Score: -13395693.000000 Penalty: 5733.348145
	Iteration 2Q: 3 clusters Score -1.339569e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51464 members 
Mstep: Class 2 contains 53269 members 
Entering Unmasked Estep 
Score: -13396579.000000 Penalty: 5733.348145
	Iteration 3Q: 3 clusters Score -1.339658e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50653 members 
Mstep: Class 2 contains 54080 members 
Entering Unmasked Estep 
Score: -13397702.000000 Penalty: 5733.348145
	Iteration 4Q: 3 clusters Score -1.33977e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49276 members 
Mstep: Class 2 contains 55457 members 
Entering Unmasked Estep 
Score: -13399082.000000 Penalty: 5733.348145
	Iteration 5Q: 3 clusters Score -1.339908e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47065 members 
Mstep: Class 2 contains 57668 members 
Entering Unmasked Estep 
Score: -13400890.000000 Penalty: 5733.348145
	Iteration 6Q: 3 clusters Score -1.340089e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 60922 members 
Entering Unmasked Estep 
Score: -13403306.000000 Penalty: 5733.348145
	Iteration 7F: 3 clusters Score -1.340331e+07 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 65306 members 
Entering Unmasked Estep 
Score: -13406813.000000 Penalty: 5733.348145
	Iteration 8F: 3 clusters Score -1.340681e+07 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 70633 members 
Entering Unmasked Estep 
Score: -13411941.000000 Penalty: 5733.348145
	Iteration 9F: 3 clusters Score -1.341194e+07 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 76361 members 
Entering Unmasked Estep 
Score: -13418170.000000 Penalty: 5733.348145
	Iteration 10F: 3 clusters Score -1.341817e+07 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 81258 members 
Entering Unmasked Estep 
Score: -13424012.000000 Penalty: 5733.348145
	Iteration 11F: 3 clusters Score -1.342401e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 84587 members 
Entering Unmasked Estep 
Score: -13428194.000000 Penalty: 5733.348145
	Iteration 12Q: 3 clusters Score -1.342819e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 86859 members 
Entering Unmasked Estep 
Score: -13431009.000000 Penalty: 5733.348145
	Iteration 13Q: 3 clusters Score -1.343101e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 88520 members 
Entering Unmasked Estep 
Score: -13432941.000000 Penalty: 5733.348145
	Iteration 14Q: 3 clusters Score -1.343294e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 89711 members 
Entering Unmasked Estep 
Score: -13434341.000000 Penalty: 5733.348145
	Iteration 15Q: 3 clusters Score -1.343434e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 90566 members 
Entering Unmasked Estep 
Score: -13435178.000000 Penalty: 5733.348145
	Iteration 16Q: 3 clusters Score -1.343518e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 91183 members 
Entering Unmasked Estep 
Score: -13435551.000000 Penalty: 5733.348145
	Iteration 17Q: 3 clusters Score -1.343555e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 91665 members 
Entering Unmasked Estep 
Score: -13435757.000000 Penalty: 5733.348145
	Iteration 18Q: 3 clusters Score -1.343576e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 92067 members 
Entering Unmasked Estep 
Score: -13435804.000000 Penalty: 5733.348145
	Iteration 19Q: 3 clusters Score -1.34358e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 92398 members 
Entering Unmasked Estep 
Score: -13435852.000000 Penalty: 5733.348145
	Iteration 20F: 3 clusters Score -1.343585e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 92673 members 
Entering Unmasked Estep 
Score: -13435860.000000 Penalty: 5733.348145
	Iteration 21Q: 3 clusters Score -1.343586e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 92883 members 
Entering Unmasked Estep 
Score: -13435849.000000 Penalty: 5733.348145
	Iteration 22Q: 3 clusters Score -1.343585e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 93053 members 
Entering Unmasked Estep 
Score: -13435856.000000 Penalty: 5733.348145
	Iteration 23Q: 3 clusters Score -1.343586e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 93205 members 
Entering Unmasked Estep 
Score: -13435884.000000 Penalty: 5733.348145
	Iteration 24Q: 3 clusters Score -1.343588e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 93345 members 
Entering Unmasked Estep 
Score: -13435868.000000 Penalty: 5733.348145
	Iteration 25Q: 3 clusters Score -1.343587e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 93487 members 
Entering Unmasked Estep 
Score: -13435910.000000 Penalty: 5733.348145
	Iteration 26Q: 3 clusters Score -1.343591e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 93608 members 
Entering Unmasked Estep 
Score: -13435920.000000 Penalty: 5733.348145
	Iteration 27Q: 3 clusters Score -1.343592e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 93705 members 
Entering Unmasked Estep 
Score: -13435920.000000 Penalty: 5733.348145
	Iteration 28Q: 3 clusters Score -1.343592e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 93786 members 
Entering Unmasked Estep 
Score: -13435919.000000 Penalty: 5733.348145
	Iteration 29Q: 3 clusters Score -1.343592e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 93864 members 
Entering Unmasked Estep 
Score: -13435905.000000 Penalty: 5733.348145
	Iteration 30Q: 3 clusters Score -1.34359e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 93943 members 
Entering Unmasked Estep 
Score: -13435919.000000 Penalty: 5733.348145
	Iteration 31Q: 3 clusters Score -1.343592e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 94013 members 
Entering Unmasked Estep 
Score: -13435905.000000 Penalty: 5733.348145
	Iteration 32Q: 3 clusters Score -1.34359e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 94062 members 
Entering Unmasked Estep 
Score: -13435907.000000 Penalty: 5733.348145
	Iteration 33Q: 3 clusters Score -1.343591e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 94113 members 
Entering Unmasked Estep 
Score: -13435909.000000 Penalty: 5733.348145
	Iteration 34Q: 3 clusters Score -1.343591e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 94156 members 
Entering Unmasked Estep 
Score: -13435893.000000 Penalty: 5733.348145
	Iteration 35Q: 3 clusters Score -1.343589e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 94201 members 
Entering Unmasked Estep 
Score: -13435883.000000 Penalty: 5733.348145
	Iteration 36Q: 3 clusters Score -1.343588e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 94252 members 
Entering Unmasked Estep 
Score: -13435858.000000 Penalty: 5733.348145
	Iteration 37Q: 3 clusters Score -1.343586e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 94303 members 
Entering Unmasked Estep 
Score: -13435863.000000 Penalty: 5733.348145
	Iteration 38Q: 3 clusters Score -1.343586e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 94347 members 
Entering Unmasked Estep 
Score: -13435881.000000 Penalty: 5733.348145
	Iteration 39Q: 3 clusters Score -1.343588e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 94395 members 
Entering Unmasked Estep 
Score: -13435898.000000 Penalty: 5733.348145
	Iteration 40F: 3 clusters Score -1.34359e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 94444 members 
Entering Unmasked Estep 
Score: -13435916.000000 Penalty: 5733.348145
	Iteration 41Q: 3 clusters Score -1.343592e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 94486 members 
Entering Unmasked Estep 
Score: -13435931.000000 Penalty: 5733.348145
	Iteration 42Q: 3 clusters Score -1.343593e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 94524 members 
Entering Unmasked Estep 
Score: -13435960.000000 Penalty: 5733.348145
	Iteration 43Q: 3 clusters Score -1.343596e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 94551 members 
Entering Unmasked Estep 
Score: -13435956.000000 Penalty: 5733.348145
	Iteration 44Q: 3 clusters Score -1.343596e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 94584 members 
Entering Unmasked Estep 
Score: -13435947.000000 Penalty: 5733.348145
	Iteration 45Q: 3 clusters Score -1.343595e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 94607 members 
Entering Unmasked Estep 
Score: -13435939.000000 Penalty: 5733.348145
	Iteration 46Q: 3 clusters Score -1.343594e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 94626 members 
Entering Unmasked Estep 
Score: -13435933.000000 Penalty: 5733.348145
	Iteration 47Q: 3 clusters Score -1.343593e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 94642 members 
Entering Unmasked Estep 
Score: -13435931.000000 Penalty: 5733.348145
	Iteration 48Q: 3 clusters Score -1.343593e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 94660 members 
Entering Unmasked Estep 
Score: -13435921.000000 Penalty: 5733.348145
	Iteration 49Q: 3 clusters Score -1.343592e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 94675 members 
Entering Unmasked Estep 
Score: -13435921.000000 Penalty: 5733.348145
	Iteration 50Q: 3 clusters Score -1.343592e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 94684 members 
Entering Unmasked Estep 
Score: -13435944.000000 Penalty: 5733.348145
	Iteration 51Q: 3 clusters Score -1.343594e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 94695 members 
Entering Unmasked Estep 
Score: -13435934.000000 Penalty: 5733.348145
	Iteration 52Q: 3 clusters Score -1.343593e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 94709 members 
Entering Unmasked Estep 
Score: -13435942.000000 Penalty: 5733.348145
	Iteration 53Q: 3 clusters Score -1.343594e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 94720 members 
Entering Unmasked Estep 
Score: -13435920.000000 Penalty: 5733.348145
	Iteration 54Q: 3 clusters Score -1.343592e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 94735 members 
Entering Unmasked Estep 
Score: -13435917.000000 Penalty: 5733.348145
	Iteration 55Q: 3 clusters Score -1.343592e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 94748 members 
Entering Unmasked Estep 
Score: -13435920.000000 Penalty: 5733.348145
	Iteration 56Q: 3 clusters Score -1.343592e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 94755 members 
Entering Unmasked Estep 
Score: -13435921.000000 Penalty: 5733.348145
	Iteration 57Q: 3 clusters Score -1.343592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 94759 members 
Entering Unmasked Estep 
Score: -13435910.000000 Penalty: 5733.348145
	Iteration 58Q: 3 clusters Score -1.343591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 94764 members 
Entering Unmasked Estep 
Score: -13435914.000000 Penalty: 5733.348145
	Iteration 59Q: 3 clusters Score -1.343591e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 94772 members 
Entering Unmasked Estep 
Score: -13435915.000000 Penalty: 5733.348145
	Iteration 60F: 3 clusters Score -1.343592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 94777 members 
Entering Unmasked Estep 
Score: -13435919.000000 Penalty: 5733.348145
	Iteration 61Q: 3 clusters Score -1.343592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 94782 members 
Entering Unmasked Estep 
Score: -13435914.000000 Penalty: 5733.348145
	Iteration 62Q: 3 clusters Score -1.343591e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 94789 members 
Entering Unmasked Estep 
Score: -13435923.000000 Penalty: 5733.348145
	Iteration 63Q: 3 clusters Score -1.343592e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 94796 members 
Entering Unmasked Estep 
Score: -13435920.000000 Penalty: 5733.348145
	Iteration 64Q: 3 clusters Score -1.343592e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 94806 members 
Entering Unmasked Estep 
Score: -13435925.000000 Penalty: 5733.348145
	Iteration 65Q: 3 clusters Score -1.343592e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 94819 members 
Entering Unmasked Estep 
Score: -13435914.000000 Penalty: 5733.348145
	Iteration 66Q: 3 clusters Score -1.343591e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 94834 members 
Entering Unmasked Estep 
Score: -13435906.000000 Penalty: 5733.348145
	Iteration 67Q: 3 clusters Score -1.343591e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 94849 members 
Entering Unmasked Estep 
Score: -13435908.000000 Penalty: 5733.348145
	Iteration 68Q: 3 clusters Score -1.343591e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 94863 members 
Entering Unmasked Estep 
Score: -13435920.000000 Penalty: 5733.348145
	Iteration 69Q: 3 clusters Score -1.343592e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 94875 members 
Entering Unmasked Estep 
Score: -13435930.000000 Penalty: 5733.348145
	Iteration 70Q: 3 clusters Score -1.343593e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 94884 members 
Entering Unmasked Estep 
Score: -13435931.000000 Penalty: 5733.348145
	Iteration 71Q: 3 clusters Score -1.343593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 94892 members 
Entering Unmasked Estep 
Score: -13435913.000000 Penalty: 5733.348145
	Iteration 72Q: 3 clusters Score -1.343591e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 94904 members 
Entering Unmasked Estep 
Score: -13435940.000000 Penalty: 5733.348145
	Iteration 73Q: 3 clusters Score -1.343594e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 94918 members 
Entering Unmasked Estep 
Score: -13435927.000000 Penalty: 5733.348145
	Iteration 74Q: 3 clusters Score -1.343593e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 94930 members 
Entering Unmasked Estep 
Score: -13435925.000000 Penalty: 5733.348145
	Iteration 75Q: 3 clusters Score -1.343592e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 94942 members 
Entering Unmasked Estep 
Score: -13435938.000000 Penalty: 5733.348145
	Iteration 76Q: 3 clusters Score -1.343594e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 94955 members 
Entering Unmasked Estep 
Score: -13435947.000000 Penalty: 5733.348145
	Iteration 77Q: 3 clusters Score -1.343595e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 94969 members 
Entering Unmasked Estep 
Score: -13435942.000000 Penalty: 5733.348145
	Iteration 78Q: 3 clusters Score -1.343594e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 94982 members 
Entering Unmasked Estep 
Score: -13435930.000000 Penalty: 5733.348145
	Iteration 79Q: 3 clusters Score -1.343593e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 94997 members 
Entering Unmasked Estep 
Score: -13435930.000000 Penalty: 5733.348145
	Iteration 80F: 3 clusters Score -1.343593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 95007 members 
Entering Unmasked Estep 
Score: -13435941.000000 Penalty: 5733.348145
	Iteration 81Q: 3 clusters Score -1.343594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 95017 members 
Entering Unmasked Estep 
Score: -13435951.000000 Penalty: 5733.348145
	Iteration 82Q: 3 clusters Score -1.343595e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 95030 members 
Entering Unmasked Estep 
Score: -13435959.000000 Penalty: 5733.348145
	Iteration 83Q: 3 clusters Score -1.343596e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 95044 members 
Entering Unmasked Estep 
Score: -13435939.000000 Penalty: 5733.348145
	Iteration 84Q: 3 clusters Score -1.343594e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 95058 members 
Entering Unmasked Estep 
Score: -13435949.000000 Penalty: 5733.348145
	Iteration 85Q: 3 clusters Score -1.343595e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 95071 members 
Entering Unmasked Estep 
Score: -13435936.000000 Penalty: 5733.348145
	Iteration 86Q: 3 clusters Score -1.343594e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 95085 members 
Entering Unmasked Estep 
Score: -13435931.000000 Penalty: 5733.348145
	Iteration 87Q: 3 clusters Score -1.343593e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 95095 members 
Entering Unmasked Estep 
Score: -13435943.000000 Penalty: 5733.348145
	Iteration 88Q: 3 clusters Score -1.343594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 95102 members 
Entering Unmasked Estep 
Score: -13435928.000000 Penalty: 5733.348145
	Iteration 89Q: 3 clusters Score -1.343593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 95112 members 
Entering Unmasked Estep 
Score: -13435935.000000 Penalty: 5733.348145
	Iteration 90Q: 3 clusters Score -1.343594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 95122 members 
Entering Unmasked Estep 
Score: -13435930.000000 Penalty: 5733.348145
	Iteration 91Q: 3 clusters Score -1.343593e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 95141 members 
Entering Unmasked Estep 
Score: -13435934.000000 Penalty: 5733.348145
	Iteration 92Q: 3 clusters Score -1.343593e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 95157 members 
Entering Unmasked Estep 
Score: -13435928.000000 Penalty: 5733.348145
	Iteration 93Q: 3 clusters Score -1.343593e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 95174 members 
Entering Unmasked Estep 
Score: -13435906.000000 Penalty: 5733.348145
	Iteration 94Q: 3 clusters Score -1.343591e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 95187 members 
Entering Unmasked Estep 
Score: -13435922.000000 Penalty: 5733.348145
	Iteration 95Q: 3 clusters Score -1.343592e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 95202 members 
Entering Unmasked Estep 
Score: -13435924.000000 Penalty: 5733.348145
	Iteration 96Q: 3 clusters Score -1.343592e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 95210 members 
Entering Unmasked Estep 
Score: -13435922.000000 Penalty: 5733.348145
	Iteration 97Q: 3 clusters Score -1.343592e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 95219 members 
Entering Unmasked Estep 
Score: -13435922.000000 Penalty: 5733.348145
	Iteration 98Q: 3 clusters Score -1.343592e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 95230 members 
Entering Unmasked Estep 
Score: -13435937.000000 Penalty: 5733.348145
	Iteration 99Q: 3 clusters Score -1.343594e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 95242 members 
Entering Unmasked Estep 
Score: -13435938.000000 Penalty: 5733.348145
	Iteration 100F: 3 clusters Score -1.343594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 95250 members 
Entering Unmasked Estep 
Score: -13435943.000000 Penalty: 5733.348145
	Iteration 101Q: 3 clusters Score -1.343594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 95255 members 
Entering Unmasked Estep 
Score: -13435930.000000 Penalty: 5733.348145
	Iteration 102Q: 3 clusters Score -1.343593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 95260 members 
Entering Unmasked Estep 
Score: -13435937.000000 Penalty: 5733.348145
	Iteration 103Q: 3 clusters Score -1.343594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 95264 members 
Entering Unmasked Estep 
Score: -13435938.000000 Penalty: 5733.348145
	Iteration 104Q: 3 clusters Score -1.343594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 95269 members 
Entering Unmasked Estep 
Score: -13435937.000000 Penalty: 5733.348145
	Iteration 105Q: 3 clusters Score -1.343594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 95277 members 
Entering Unmasked Estep 
Score: -13435929.000000 Penalty: 5733.348145
	Iteration 106Q: 3 clusters Score -1.343593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 95285 members 
Entering Unmasked Estep 
Score: -13435925.000000 Penalty: 5733.348145
	Iteration 107Q: 3 clusters Score -1.343592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 95289 members 
Entering Unmasked Estep 
Score: -13435916.000000 Penalty: 5733.348145
	Iteration 108Q: 3 clusters Score -1.343592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 95292 members 
Entering Unmasked Estep 
Score: -13435924.000000 Penalty: 5733.348145
	Iteration 109Q: 3 clusters Score -1.343592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 95295 members 
Entering Unmasked Estep 
Score: -13435918.000000 Penalty: 5733.348145
	Iteration 110Q: 3 clusters Score -1.343592e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 95297 members 
Entering Unmasked Estep 
Score: -13435920.000000 Penalty: 5733.348145
	Iteration 111Q: 3 clusters Score -1.343592e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 95297 members 
Entering Unmasked Estep 
Score: -13435920.000000 Penalty: 5733.348145
	Iteration 112F: 3 clusters Score -1.343592e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Entering Unmasked Estep 
Score: -938183.875000 Penalty: 2208.886475
	Iteration 0F: 2 clusters Score -938183.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -932149.937500 Penalty: 4417.772949
	Iteration 0F: 3 clusters Score -932149.9 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -933775.437500 Penalty: 4417.772949
	Iteration 1F: 3 clusters Score -933775.4 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -934067.062500 Penalty: 4417.772949
	Iteration 2F: 3 clusters Score -934067.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -934285.437500 Penalty: 4417.772949
	Iteration 3F: 3 clusters Score -934285.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -934484.687500 Penalty: 4417.772949
	Iteration 4Q: 3 clusters Score -934484.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -934657.562500 Penalty: 4417.772949
	Iteration 5Q: 3 clusters Score -934657.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -934854.812500 Penalty: 4417.772949
	Iteration 6Q: 3 clusters Score -934854.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -935062.312500 Penalty: 4417.772949
	Iteration 7Q: 3 clusters Score -935062.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -935262.750000 Penalty: 4417.772949
	Iteration 8Q: 3 clusters Score -935262.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -935461.812500 Penalty: 4417.772949
	Iteration 9Q: 3 clusters Score -935461.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -935678.937500 Penalty: 4417.772949
	Iteration 10Q: 3 clusters Score -935678.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -935906.937500 Penalty: 4417.772949
	Iteration 11Q: 3 clusters Score -935906.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -936131.062500 Penalty: 4417.772949
	Iteration 12Q: 3 clusters Score -936131.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -936364.312500 Penalty: 4417.772949
	Iteration 13Q: 3 clusters Score -936364.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -936536.625000 Penalty: 4417.772949
	Iteration 14Q: 3 clusters Score -936536.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -936672.437500 Penalty: 4417.772949
	Iteration 15Q: 3 clusters Score -936672.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -936792.125000 Penalty: 4417.772949
	Iteration 16Q: 3 clusters Score -936792.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -936888.375000 Penalty: 4417.772949
	Iteration 17Q: 3 clusters Score -936888.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -936950.375000 Penalty: 4417.772949
	Iteration 18Q: 3 clusters Score -936950.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -936992.625000 Penalty: 4417.772949
	Iteration 19Q: 3 clusters Score -936992.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -937039.437500 Penalty: 4417.772949
	Iteration 20F: 3 clusters Score -937039.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -937075.437500 Penalty: 4417.772949
	Iteration 21Q: 3 clusters Score -937075.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -937098.625000 Penalty: 4417.772949
	Iteration 22Q: 3 clusters Score -937098.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -937116.437500 Penalty: 4417.772949
	Iteration 23Q: 3 clusters Score -937116.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -937129.187500 Penalty: 4417.772949
	Iteration 24Q: 3 clusters Score -937129.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -937149.000000 Penalty: 4417.772949
	Iteration 25Q: 3 clusters Score -937149 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -937166.875000 Penalty: 4417.772949
	Iteration 26Q: 3 clusters Score -937166.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -937180.437500 Penalty: 4417.772949
	Iteration 27Q: 3 clusters Score -937180.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -937192.625000 Penalty: 4417.772949
	Iteration 28Q: 3 clusters Score -937192.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -937201.937500 Penalty: 4417.772949
	Iteration 29Q: 3 clusters Score -937201.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -937209.937500 Penalty: 4417.772949
	Iteration 30Q: 3 clusters Score -937209.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -937217.625000 Penalty: 4417.772949
	Iteration 31Q: 3 clusters Score -937217.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -937222.687500 Penalty: 4417.772949
	Iteration 32Q: 3 clusters Score -937222.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -937226.937500 Penalty: 4417.772949
	Iteration 33Q: 3 clusters Score -937226.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -937230.687500 Penalty: 4417.772949
	Iteration 34Q: 3 clusters Score -937230.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -937234.500000 Penalty: 4417.772949
	Iteration 35Q: 3 clusters Score -937234.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -937236.937500 Penalty: 4417.772949
	Iteration 36Q: 3 clusters Score -937236.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -937239.750000 Penalty: 4417.772949
	Iteration 37Q: 3 clusters Score -937239.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -937240.562500 Penalty: 4417.772949
	Iteration 38Q: 3 clusters Score -937240.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -937241.312500 Penalty: 4417.772949
	Iteration 39Q: 3 clusters Score -937241.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -937243.375000 Penalty: 4417.772949
	Iteration 40F: 3 clusters Score -937243.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -937242.437500 Penalty: 4417.772949
	Iteration 41Q: 3 clusters Score -937242.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -937247.875000 Penalty: 4417.772949
	Iteration 42Q: 3 clusters Score -937247.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -937247.125000 Penalty: 4417.772949
	Iteration 43Q: 3 clusters Score -937247.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -937247.750000 Penalty: 4417.772949
	Iteration 44Q: 3 clusters Score -937247.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -937247.437500 Penalty: 4417.772949
	Iteration 45Q: 3 clusters Score -937247.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -937247.687500 Penalty: 4417.772949
	Iteration 46Q: 3 clusters Score -937247.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -937247.687500 Penalty: 4417.772949
	Iteration 47F: 3 clusters Score -937247.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -64523.667969 Penalty: 1576.744873
	Iteration 0F: 2 clusters Score -64523.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -62950.753906 Penalty: 3153.489746
	Iteration 0F: 3 clusters Score -62950.75 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -63238.386719 Penalty: 3153.489746
	Iteration 1F: 3 clusters Score -63238.39 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -63386.355469 Penalty: 3153.489746
	Iteration 2F: 3 clusters Score -63386.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -63462.574219 Penalty: 3153.489746
	Iteration 3Q: 3 clusters Score -63462.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -63509.531250 Penalty: 3153.489746
	Iteration 4Q: 3 clusters Score -63509.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -63547.683594 Penalty: 3153.489746
	Iteration 5Q: 3 clusters Score -63547.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -63599.843750 Penalty: 3153.489746
	Iteration 6Q: 3 clusters Score -63599.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -63644.820312 Penalty: 3153.489746
	Iteration 7Q: 3 clusters Score -63644.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -63688.476562 Penalty: 3153.489746
	Iteration 8Q: 3 clusters Score -63688.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -63763.710938 Penalty: 3153.489746
	Iteration 9Q: 3 clusters Score -63763.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -63836.917969 Penalty: 3153.489746
	Iteration 10Q: 3 clusters Score -63836.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -63861.421875 Penalty: 3153.489746
	Iteration 11Q: 3 clusters Score -63861.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -63873.460938 Penalty: 3153.489746
	Iteration 12Q: 3 clusters Score -63873.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -63888.968750 Penalty: 3153.489746
	Iteration 13Q: 3 clusters Score -63888.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -63890.000000 Penalty: 3153.489746
	Iteration 14Q: 3 clusters Score -63890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -63893.648438 Penalty: 3153.489746
	Iteration 15Q: 3 clusters Score -63893.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -63898.644531 Penalty: 3153.489746
	Iteration 16Q: 3 clusters Score -63898.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -63898.644531 Penalty: 3153.489746
	Iteration 17F: 3 clusters Score -63898.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Entering Unmasked Estep 
Score: -2879753.000000 Penalty: 2483.583008
	Iteration 0F: 2 clusters Score -2879753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -2864151.000000 Penalty: 4967.166016
	Iteration 0F: 3 clusters Score -2864151 nChanged 9907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -2869401.250000 Penalty: 4967.166016
	Iteration 1F: 3 clusters Score -2869401 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -2869804.750000 Penalty: 4967.166016
	Iteration 2F: 3 clusters Score -2869805 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -2870147.500000 Penalty: 4967.166016
	Iteration 3Q: 3 clusters Score -2870148 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -2870466.250000 Penalty: 4967.166016
	Iteration 4Q: 3 clusters Score -2870466 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -2870786.750000 Penalty: 4967.166016
	Iteration 5Q: 3 clusters Score -2870787 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2871123.500000 Penalty: 4967.166016
	Iteration 6Q: 3 clusters Score -2871124 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -2871530.500000 Penalty: 4967.166016
	Iteration 7Q: 3 clusters Score -2871530 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -2871986.000000 Penalty: 4967.166016
	Iteration 8Q: 3 clusters Score -2871986 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -2872486.750000 Penalty: 4967.166016
	Iteration 9Q: 3 clusters Score -2872487 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -2873068.500000 Penalty: 4967.166016
	Iteration 10Q: 3 clusters Score -2873068 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -2873754.000000 Penalty: 4967.166016
	Iteration 11Q: 3 clusters Score -2873754 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -2874393.250000 Penalty: 4967.166016
	Iteration 12Q: 3 clusters Score -2874393 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -2874839.000000 Penalty: 4967.166016
	Iteration 13Q: 3 clusters Score -2874839 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -2875062.000000 Penalty: 4967.166016
	Iteration 14Q: 3 clusters Score -2875062 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -2875168.000000 Penalty: 4967.166016
	Iteration 15Q: 3 clusters Score -2875168 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2875248.500000 Penalty: 4967.166016
	Iteration 16Q: 3 clusters Score -2875248 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -2875311.000000 Penalty: 4967.166016
	Iteration 17Q: 3 clusters Score -2875311 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -2875378.250000 Penalty: 4967.166016
	Iteration 18Q: 3 clusters Score -2875378 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -2875430.500000 Penalty: 4967.166016
	Iteration 19Q: 3 clusters Score -2875430 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -2875477.250000 Penalty: 4967.166016
	Iteration 20F: 3 clusters Score -2875477 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -2875532.750000 Penalty: 4967.166016
	Iteration 21Q: 3 clusters Score -2875533 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -2875593.750000 Penalty: 4967.166016
	Iteration 22Q: 3 clusters Score -2875594 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -2875672.250000 Penalty: 4967.166016
	Iteration 23Q: 3 clusters Score -2875672 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -2875724.750000 Penalty: 4967.166016
	Iteration 24Q: 3 clusters Score -2875725 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -2875772.750000 Penalty: 4967.166016
	Iteration 25Q: 3 clusters Score -2875773 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -2875830.000000 Penalty: 4967.166016
	Iteration 26Q: 3 clusters Score -2875830 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -2875898.250000 Penalty: 4967.166016
	Iteration 27Q: 3 clusters Score -2875898 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2875986.500000 Penalty: 4967.166016
	Iteration 28Q: 3 clusters Score -2875986 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -2876087.250000 Penalty: 4967.166016
	Iteration 29Q: 3 clusters Score -2876087 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -2876177.000000 Penalty: 4967.166016
	Iteration 30Q: 3 clusters Score -2876177 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -2876279.000000 Penalty: 4967.166016
	Iteration 31Q: 3 clusters Score -2876279 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -2876363.750000 Penalty: 4967.166016
	Iteration 32Q: 3 clusters Score -2876364 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2876471.500000 Penalty: 4967.166016
	Iteration 33Q: 3 clusters Score -2876472 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -2876567.500000 Penalty: 4967.166016
	Iteration 34Q: 3 clusters Score -2876568 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2876654.750000 Penalty: 4967.166016
	Iteration 35Q: 3 clusters Score -2876655 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -2876734.250000 Penalty: 4967.166016
	Iteration 36Q: 3 clusters Score -2876734 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -2876826.750000 Penalty: 4967.166016
	Iteration 37Q: 3 clusters Score -2876827 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -2876884.750000 Penalty: 4967.166016
	Iteration 38Q: 3 clusters Score -2876885 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -2876952.000000 Penalty: 4967.166016
	Iteration 39Q: 3 clusters Score -2876952 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -2877004.250000 Penalty: 4967.166016
	Iteration 40F: 3 clusters Score -2877004 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -2877058.500000 Penalty: 4967.166016
	Iteration 41Q: 3 clusters Score -2877058 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -2877102.750000 Penalty: 4967.166016
	Iteration 42Q: 3 clusters Score -2877103 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -2877153.500000 Penalty: 4967.166016
	Iteration 43Q: 3 clusters Score -2877154 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -2877173.500000 Penalty: 4967.166016
	Iteration 44Q: 3 clusters Score -2877174 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -2877198.250000 Penalty: 4967.166016
	Iteration 45Q: 3 clusters Score -2877198 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -2877229.750000 Penalty: 4967.166016
	Iteration 46Q: 3 clusters Score -2877230 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -2877261.250000 Penalty: 4967.166016
	Iteration 47Q: 3 clusters Score -2877261 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -2877289.750000 Penalty: 4967.166016
	Iteration 48Q: 3 clusters Score -2877290 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -2877318.000000 Penalty: 4967.166016
	Iteration 49Q: 3 clusters Score -2877318 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -2877342.500000 Penalty: 4967.166016
	Iteration 50Q: 3 clusters Score -2877342 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -2877368.000000 Penalty: 4967.166016
	Iteration 51Q: 3 clusters Score -2877368 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -2877388.750000 Penalty: 4967.166016
	Iteration 52Q: 3 clusters Score -2877389 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -2877407.500000 Penalty: 4967.166016
	Iteration 53Q: 3 clusters Score -2877408 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -2877429.000000 Penalty: 4967.166016
	Iteration 54Q: 3 clusters Score -2877429 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -2877440.750000 Penalty: 4967.166016
	Iteration 55Q: 3 clusters Score -2877441 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -2877462.250000 Penalty: 4967.166016
	Iteration 56Q: 3 clusters Score -2877462 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -2877469.500000 Penalty: 4967.166016
	Iteration 57Q: 3 clusters Score -2877470 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -2877471.500000 Penalty: 4967.166016
	Iteration 58Q: 3 clusters Score -2877472 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -2877480.000000 Penalty: 4967.166016
	Iteration 59Q: 3 clusters Score -2877480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -2877484.000000 Penalty: 4967.166016
	Iteration 60F: 3 clusters Score -2877484 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -2877488.750000 Penalty: 4967.166016
	Iteration 61Q: 3 clusters Score -2877489 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -2877493.250000 Penalty: 4967.166016
	Iteration 62Q: 3 clusters Score -2877493 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -2877508.250000 Penalty: 4967.166016
	Iteration 63Q: 3 clusters Score -2877508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -2877514.000000 Penalty: 4967.166016
	Iteration 64Q: 3 clusters Score -2877514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -2877512.000000 Penalty: 4967.166016
	Iteration 65Q: 3 clusters Score -2877512 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -2877511.750000 Penalty: 4967.166016
	Iteration 66Q: 3 clusters Score -2877512 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -2877530.500000 Penalty: 4967.166016
	Iteration 67Q: 3 clusters Score -2877530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -2877533.250000 Penalty: 4967.166016
	Iteration 68Q: 3 clusters Score -2877533 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -2877546.750000 Penalty: 4967.166016
	Iteration 69Q: 3 clusters Score -2877547 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -2877555.750000 Penalty: 4967.166016
	Iteration 70Q: 3 clusters Score -2877556 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -2877565.000000 Penalty: 4967.166016
	Iteration 71Q: 3 clusters Score -2877565 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -2877569.250000 Penalty: 4967.166016
	Iteration 72Q: 3 clusters Score -2877569 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -2877572.000000 Penalty: 4967.166016
	Iteration 73Q: 3 clusters Score -2877572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -2877577.500000 Penalty: 4967.166016
	Iteration 74Q: 3 clusters Score -2877578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -2877588.500000 Penalty: 4967.166016
	Iteration 75Q: 3 clusters Score -2877588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -2877589.750000 Penalty: 4967.166016
	Iteration 76Q: 3 clusters Score -2877590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -2877597.750000 Penalty: 4967.166016
	Iteration 77Q: 3 clusters Score -2877598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -2877601.750000 Penalty: 4967.166016
	Iteration 78Q: 3 clusters Score -2877602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -2877600.250000 Penalty: 4967.166016
	Iteration 79Q: 3 clusters Score -2877600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -2877604.250000 Penalty: 4967.166016
	Iteration 80F: 3 clusters Score -2877604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -2877606.250000 Penalty: 4967.166016
	Iteration 81Q: 3 clusters Score -2877606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -2877608.750000 Penalty: 4967.166016
	Iteration 82Q: 3 clusters Score -2877609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -2877611.000000 Penalty: 4967.166016
	Iteration 83Q: 3 clusters Score -2877611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -2877613.000000 Penalty: 4967.166016
	Iteration 84Q: 3 clusters Score -2877613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -2877622.750000 Penalty: 4967.166016
	Iteration 85Q: 3 clusters Score -2877623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -2877620.000000 Penalty: 4967.166016
	Iteration 86Q: 3 clusters Score -2877620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -2877616.000000 Penalty: 4967.166016
	Iteration 87Q: 3 clusters Score -2877616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -2877626.500000 Penalty: 4967.166016
	Iteration 88Q: 3 clusters Score -2877626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -2877624.750000 Penalty: 4967.166016
	Iteration 89Q: 3 clusters Score -2877625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -2877629.000000 Penalty: 4967.166016
	Iteration 90Q: 3 clusters Score -2877629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -2877632.250000 Penalty: 4967.166016
	Iteration 91Q: 3 clusters Score -2877632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -2877629.250000 Penalty: 4967.166016
	Iteration 92Q: 3 clusters Score -2877629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -2877634.750000 Penalty: 4967.166016
	Iteration 93Q: 3 clusters Score -2877635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -2877636.500000 Penalty: 4967.166016
	Iteration 94Q: 3 clusters Score -2877636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -2877637.250000 Penalty: 4967.166016
	Iteration 95Q: 3 clusters Score -2877637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -2877643.250000 Penalty: 4967.166016
	Iteration 96Q: 3 clusters Score -2877643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -2877642.750000 Penalty: 4967.166016
	Iteration 97Q: 3 clusters Score -2877643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -2877643.750000 Penalty: 4967.166016
	Iteration 98Q: 3 clusters Score -2877644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -2877645.750000 Penalty: 4967.166016
	Iteration 99Q: 3 clusters Score -2877646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -2877651.500000 Penalty: 4967.166016
	Iteration 100F: 3 clusters Score -2877652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -2877649.000000 Penalty: 4967.166016
	Iteration 101Q: 3 clusters Score -2877649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -2877652.500000 Penalty: 4967.166016
	Iteration 102Q: 3 clusters Score -2877652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -2877649.750000 Penalty: 4967.166016
	Iteration 103Q: 3 clusters Score -2877650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -2877648.000000 Penalty: 4967.166016
	Iteration 104Q: 3 clusters Score -2877648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -2877648.000000 Penalty: 4967.166016
	Iteration 105F: 3 clusters Score -2877648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Entering Unmasked Estep 
Score: -2383978.250000 Penalty: 2444.697754
	Iteration 0F: 2 clusters Score -2383978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -2370406.500000 Penalty: 4889.395508
	Iteration 0F: 3 clusters Score -2370406 nChanged 8396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -2374875.250000 Penalty: 4889.395508
	Iteration 1F: 3 clusters Score -2374875 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -2375242.250000 Penalty: 4889.395508
	Iteration 2F: 3 clusters Score -2375242 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2375530.250000 Penalty: 4889.395508
	Iteration 3Q: 3 clusters Score -2375530 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -2375794.000000 Penalty: 4889.395508
	Iteration 4Q: 3 clusters Score -2375794 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2376022.500000 Penalty: 4889.395508
	Iteration 5Q: 3 clusters Score -2376022 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2376248.750000 Penalty: 4889.395508
	Iteration 6Q: 3 clusters Score -2376249 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -2376465.500000 Penalty: 4889.395508
	Iteration 7Q: 3 clusters Score -2376466 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2376691.000000 Penalty: 4889.395508
	Iteration 8Q: 3 clusters Score -2376691 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -2376941.750000 Penalty: 4889.395508
	Iteration 9Q: 3 clusters Score -2376942 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2377229.500000 Penalty: 4889.395508
	Iteration 10Q: 3 clusters Score -2377230 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -2377535.500000 Penalty: 4889.395508
	Iteration 11Q: 3 clusters Score -2377536 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -2377865.750000 Penalty: 4889.395508
	Iteration 12Q: 3 clusters Score -2377866 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -2378269.750000 Penalty: 4889.395508
	Iteration 13Q: 3 clusters Score -2378270 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -2378780.250000 Penalty: 4889.395508
	Iteration 14Q: 3 clusters Score -2378780 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -2379308.000000 Penalty: 4889.395508
	Iteration 15Q: 3 clusters Score -2379308 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -2379899.750000 Penalty: 4889.395508
	Iteration 16Q: 3 clusters Score -2379900 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2380458.750000 Penalty: 4889.395508
	Iteration 17Q: 3 clusters Score -2380459 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2380906.000000 Penalty: 4889.395508
	Iteration 18Q: 3 clusters Score -2380906 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2381240.000000 Penalty: 4889.395508
	Iteration 19Q: 3 clusters Score -2381240 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2381455.000000 Penalty: 4889.395508
	Iteration 20F: 3 clusters Score -2381455 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2381600.250000 Penalty: 4889.395508
	Iteration 21Q: 3 clusters Score -2381600 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2381705.000000 Penalty: 4889.395508
	Iteration 22Q: 3 clusters Score -2381705 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2381765.500000 Penalty: 4889.395508
	Iteration 23Q: 3 clusters Score -2381766 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2381804.500000 Penalty: 4889.395508
	Iteration 24Q: 3 clusters Score -2381804 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2381854.750000 Penalty: 4889.395508
	Iteration 25Q: 3 clusters Score -2381855 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2381885.250000 Penalty: 4889.395508
	Iteration 26Q: 3 clusters Score -2381885 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2381922.500000 Penalty: 4889.395508
	Iteration 27Q: 3 clusters Score -2381922 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2381946.000000 Penalty: 4889.395508
	Iteration 28Q: 3 clusters Score -2381946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2381969.000000 Penalty: 4889.395508
	Iteration 29Q: 3 clusters Score -2381969 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2381980.500000 Penalty: 4889.395508
	Iteration 30Q: 3 clusters Score -2381980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2381988.500000 Penalty: 4889.395508
	Iteration 31Q: 3 clusters Score -2381988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2381994.000000 Penalty: 4889.395508
	Iteration 32Q: 3 clusters Score -2381994 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2382007.250000 Penalty: 4889.395508
	Iteration 33Q: 3 clusters Score -2382007 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2382015.500000 Penalty: 4889.395508
	Iteration 34Q: 3 clusters Score -2382016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2382022.500000 Penalty: 4889.395508
	Iteration 35Q: 3 clusters Score -2382022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2382024.000000 Penalty: 4889.395508
	Iteration 36Q: 3 clusters Score -2382024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2382030.250000 Penalty: 4889.395508
	Iteration 37Q: 3 clusters Score -2382030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2382030.750000 Penalty: 4889.395508
	Iteration 38Q: 3 clusters Score -2382031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2382036.000000 Penalty: 4889.395508
	Iteration 39Q: 3 clusters Score -2382036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2382035.500000 Penalty: 4889.395508
	Iteration 40F: 3 clusters Score -2382036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2382039.750000 Penalty: 4889.395508
	Iteration 41Q: 3 clusters Score -2382040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2382044.250000 Penalty: 4889.395508
	Iteration 42Q: 3 clusters Score -2382044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2382049.250000 Penalty: 4889.395508
	Iteration 43Q: 3 clusters Score -2382049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2382054.250000 Penalty: 4889.395508
	Iteration 44Q: 3 clusters Score -2382054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2382061.500000 Penalty: 4889.395508
	Iteration 45Q: 3 clusters Score -2382062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2382059.250000 Penalty: 4889.395508
	Iteration 46Q: 3 clusters Score -2382059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2382062.750000 Penalty: 4889.395508
	Iteration 47Q: 3 clusters Score -2382063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2382060.750000 Penalty: 4889.395508
	Iteration 48Q: 3 clusters Score -2382061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2382061.500000 Penalty: 4889.395508
	Iteration 49Q: 3 clusters Score -2382062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2382059.250000 Penalty: 4889.395508
	Iteration 50Q: 3 clusters Score -2382059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2382061.500000 Penalty: 4889.395508
	Iteration 51Q: 3 clusters Score -2382062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2382065.000000 Penalty: 4889.395508
	Iteration 52Q: 3 clusters Score -2382065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2382069.750000 Penalty: 4889.395508
	Iteration 53Q: 3 clusters Score -2382070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2382066.500000 Penalty: 4889.395508
	Iteration 54Q: 3 clusters Score -2382066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2382068.500000 Penalty: 4889.395508
	Iteration 55Q: 3 clusters Score -2382068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2382070.000000 Penalty: 4889.395508
	Iteration 56Q: 3 clusters Score -2382070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2382068.500000 Penalty: 4889.395508
	Iteration 57Q: 3 clusters Score -2382068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2382071.750000 Penalty: 4889.395508
	Iteration 58Q: 3 clusters Score -2382072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2382069.750000 Penalty: 4889.395508
	Iteration 59Q: 3 clusters Score -2382070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2382074.000000 Penalty: 4889.395508
	Iteration 60F: 3 clusters Score -2382074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2382073.250000 Penalty: 4889.395508
	Iteration 61Q: 3 clusters Score -2382073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2382074.500000 Penalty: 4889.395508
	Iteration 62Q: 3 clusters Score -2382074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2382076.750000 Penalty: 4889.395508
	Iteration 63Q: 3 clusters Score -2382077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2382074.250000 Penalty: 4889.395508
	Iteration 64Q: 3 clusters Score -2382074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2382073.750000 Penalty: 4889.395508
	Iteration 65Q: 3 clusters Score -2382074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2382078.750000 Penalty: 4889.395508
	Iteration 66Q: 3 clusters Score -2382079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2382081.750000 Penalty: 4889.395508
	Iteration 67Q: 3 clusters Score -2382082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2382081.750000 Penalty: 4889.395508
	Iteration 68F: 3 clusters Score -2382082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -81051.515625 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -81051.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -79372.765625 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -79372.77 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -79555.828125 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -79555.83 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -79618.898438 Penalty: 3216.379150
	Iteration 2Q: 3 clusters Score -79618.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -79642.648438 Penalty: 3216.379150
	Iteration 3Q: 3 clusters Score -79642.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -79665.117188 Penalty: 3216.379150
	Iteration 4Q: 3 clusters Score -79665.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -79684.781250 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -79684.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -79688.257812 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -79688.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -79688.257812 Penalty: 3216.379150
	Iteration 7F: 3 clusters Score -79688.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Entering Unmasked Estep 
Score: -1096716.625000 Penalty: 2243.392578
	Iteration 0F: 2 clusters Score -1096717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1090009.250000 Penalty: 4486.785156
	Iteration 0F: 3 clusters Score -1090009 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1091805.125000 Penalty: 4486.785156
	Iteration 1F: 3 clusters Score -1091805 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1092110.750000 Penalty: 4486.785156
	Iteration 2F: 3 clusters Score -1092111 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1092319.000000 Penalty: 4486.785156
	Iteration 3F: 3 clusters Score -1092319 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1092482.000000 Penalty: 4486.785156
	Iteration 4Q: 3 clusters Score -1092482 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1092611.000000 Penalty: 4486.785156
	Iteration 5Q: 3 clusters Score -1092611 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1092716.125000 Penalty: 4486.785156
	Iteration 6Q: 3 clusters Score -1092716 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1092821.000000 Penalty: 4486.785156
	Iteration 7Q: 3 clusters Score -1092821 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1092934.000000 Penalty: 4486.785156
	Iteration 8Q: 3 clusters Score -1092934 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1093048.375000 Penalty: 4486.785156
	Iteration 9Q: 3 clusters Score -1093048 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1093169.000000 Penalty: 4486.785156
	Iteration 10Q: 3 clusters Score -1093169 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1093303.875000 Penalty: 4486.785156
	Iteration 11Q: 3 clusters Score -1093304 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1093450.875000 Penalty: 4486.785156
	Iteration 12Q: 3 clusters Score -1093451 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1093595.250000 Penalty: 4486.785156
	Iteration 13Q: 3 clusters Score -1093595 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1093746.375000 Penalty: 4486.785156
	Iteration 14Q: 3 clusters Score -1093746 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1093893.250000 Penalty: 4486.785156
	Iteration 15Q: 3 clusters Score -1093893 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1094087.500000 Penalty: 4486.785156
	Iteration 16Q: 3 clusters Score -1094088 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1094270.250000 Penalty: 4486.785156
	Iteration 17Q: 3 clusters Score -1094270 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1094443.500000 Penalty: 4486.785156
	Iteration 18Q: 3 clusters Score -1094444 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1094554.625000 Penalty: 4486.785156
	Iteration 19Q: 3 clusters Score -1094555 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1094613.875000 Penalty: 4486.785156
	Iteration 20F: 3 clusters Score -1094614 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1094646.000000 Penalty: 4486.785156
	Iteration 21Q: 3 clusters Score -1094646 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1094662.750000 Penalty: 4486.785156
	Iteration 22Q: 3 clusters Score -1094663 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1094678.000000 Penalty: 4486.785156
	Iteration 23Q: 3 clusters Score -1094678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1094688.000000 Penalty: 4486.785156
	Iteration 24Q: 3 clusters Score -1094688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1094694.125000 Penalty: 4486.785156
	Iteration 25Q: 3 clusters Score -1094694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1094699.625000 Penalty: 4486.785156
	Iteration 26Q: 3 clusters Score -1094700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1094707.500000 Penalty: 4486.785156
	Iteration 27Q: 3 clusters Score -1094708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1094717.625000 Penalty: 4486.785156
	Iteration 28Q: 3 clusters Score -1094718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1094727.500000 Penalty: 4486.785156
	Iteration 29Q: 3 clusters Score -1094728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1094737.625000 Penalty: 4486.785156
	Iteration 30Q: 3 clusters Score -1094738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1094745.250000 Penalty: 4486.785156
	Iteration 31Q: 3 clusters Score -1094745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1094751.000000 Penalty: 4486.785156
	Iteration 32Q: 3 clusters Score -1094751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1094754.125000 Penalty: 4486.785156
	Iteration 33Q: 3 clusters Score -1094754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1094758.000000 Penalty: 4486.785156
	Iteration 34Q: 3 clusters Score -1094758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1094762.125000 Penalty: 4486.785156
	Iteration 35Q: 3 clusters Score -1094762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1094765.875000 Penalty: 4486.785156
	Iteration 36Q: 3 clusters Score -1094766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1094769.375000 Penalty: 4486.785156
	Iteration 37Q: 3 clusters Score -1094769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1094771.375000 Penalty: 4486.785156
	Iteration 38Q: 3 clusters Score -1094771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1094775.875000 Penalty: 4486.785156
	Iteration 39Q: 3 clusters Score -1094776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1094777.750000 Penalty: 4486.785156
	Iteration 40F: 3 clusters Score -1094778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1094780.375000 Penalty: 4486.785156
	Iteration 41Q: 3 clusters Score -1094780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1094781.375000 Penalty: 4486.785156
	Iteration 42Q: 3 clusters Score -1094781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1094783.125000 Penalty: 4486.785156
	Iteration 43Q: 3 clusters Score -1094783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1094786.250000 Penalty: 4486.785156
	Iteration 44Q: 3 clusters Score -1094786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1094789.375000 Penalty: 4486.785156
	Iteration 45Q: 3 clusters Score -1094789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1094795.500000 Penalty: 4486.785156
	Iteration 46Q: 3 clusters Score -1094796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1094797.250000 Penalty: 4486.785156
	Iteration 47Q: 3 clusters Score -1094797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1094800.500000 Penalty: 4486.785156
	Iteration 48Q: 3 clusters Score -1094800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1094800.875000 Penalty: 4486.785156
	Iteration 49Q: 3 clusters Score -1094801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1094800.750000 Penalty: 4486.785156
	Iteration 50Q: 3 clusters Score -1094801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1094803.500000 Penalty: 4486.785156
	Iteration 51Q: 3 clusters Score -1094804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1094805.250000 Penalty: 4486.785156
	Iteration 52Q: 3 clusters Score -1094805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1094811.000000 Penalty: 4486.785156
	Iteration 53Q: 3 clusters Score -1094811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1094813.250000 Penalty: 4486.785156
	Iteration 54Q: 3 clusters Score -1094813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1094813.000000 Penalty: 4486.785156
	Iteration 55Q: 3 clusters Score -1094813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1094813.000000 Penalty: 4486.785156
	Iteration 56F: 3 clusters Score -1094813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -31724.115234 Penalty: 1423.468628
	Iteration 0F: 2 clusters Score -31724.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -30466.218750 Penalty: 2846.937256
	Iteration 0F: 3 clusters Score -30466.22 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -30613.666016 Penalty: 2846.937256
	Iteration 1F: 3 clusters Score -30613.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -30704.339844 Penalty: 2846.937256
	Iteration 2Q: 3 clusters Score -30704.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -30757.449219 Penalty: 2846.937256
	Iteration 3Q: 3 clusters Score -30757.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30774.482422 Penalty: 2846.937256
	Iteration 4Q: 3 clusters Score -30774.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -30782.648438 Penalty: 2846.937256
	Iteration 5Q: 3 clusters Score -30782.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30789.382812 Penalty: 2846.937256
	Iteration 6Q: 3 clusters Score -30789.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -30795.470703 Penalty: 2846.937256
	Iteration 7Q: 3 clusters Score -30795.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -30798.736328 Penalty: 2846.937256
	Iteration 8Q: 3 clusters Score -30798.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -30798.736328 Penalty: 2846.937256
	Iteration 9F: 3 clusters Score -30798.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -79593.578125 Penalty: 1632.342163
	Iteration 0F: 2 clusters Score -79593.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -77915.000000 Penalty: 3264.684326
	Iteration 0F: 3 clusters Score -77915 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -78189.000000 Penalty: 3264.684326
	Iteration 1F: 3 clusters Score -78189 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -78358.242188 Penalty: 3264.684326
	Iteration 2F: 3 clusters Score -78358.24 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -78497.312500 Penalty: 3264.684326
	Iteration 3Q: 3 clusters Score -78497.31 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -78607.281250 Penalty: 3264.684326
	Iteration 4F: 3 clusters Score -78607.28 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -78723.921875 Penalty: 3264.684326
	Iteration 5Q: 3 clusters Score -78723.92 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -78774.710938 Penalty: 3264.684326
	Iteration 6Q: 3 clusters Score -78774.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -78798.648438 Penalty: 3264.684326
	Iteration 7Q: 3 clusters Score -78798.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -78820.828125 Penalty: 3264.684326
	Iteration 8Q: 3 clusters Score -78820.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -78836.289062 Penalty: 3264.684326
	Iteration 9Q: 3 clusters Score -78836.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -78841.460938 Penalty: 3264.684326
	Iteration 10Q: 3 clusters Score -78841.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -78848.765625 Penalty: 3264.684326
	Iteration 11Q: 3 clusters Score -78848.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -78865.726562 Penalty: 3264.684326
	Iteration 12Q: 3 clusters Score -78865.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -78876.851562 Penalty: 3264.684326
	Iteration 13Q: 3 clusters Score -78876.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -78888.101562 Penalty: 3264.684326
	Iteration 14Q: 3 clusters Score -78888.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -78891.812500 Penalty: 3264.684326
	Iteration 15Q: 3 clusters Score -78891.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -78900.250000 Penalty: 3264.684326
	Iteration 16Q: 3 clusters Score -78900.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -78905.093750 Penalty: 3264.684326
	Iteration 17Q: 3 clusters Score -78905.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -78909.164062 Penalty: 3264.684326
	Iteration 18Q: 3 clusters Score -78909.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -78920.421875 Penalty: 3264.684326
	Iteration 19Q: 3 clusters Score -78920.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -78929.117188 Penalty: 3264.684326
	Iteration 20F: 3 clusters Score -78929.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -78934.781250 Penalty: 3264.684326
	Iteration 21Q: 3 clusters Score -78934.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -78940.554688 Penalty: 3264.684326
	Iteration 22Q: 3 clusters Score -78940.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -78944.093750 Penalty: 3264.684326
	Iteration 23Q: 3 clusters Score -78944.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -78948.164062 Penalty: 3264.684326
	Iteration 24Q: 3 clusters Score -78948.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -78949.875000 Penalty: 3264.684326
	Iteration 25Q: 3 clusters Score -78949.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -78949.875000 Penalty: 3264.684326
	Iteration 26F: 3 clusters Score -78949.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Entering Unmasked Estep 
Score: -2588165.000000 Penalty: 2455.729980
	Iteration 0F: 2 clusters Score -2588165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -2574059.500000 Penalty: 4911.459961
	Iteration 0F: 3 clusters Score -2574060 nChanged 8805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -2578657.500000 Penalty: 4911.459961
	Iteration 1F: 3 clusters Score -2578658 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -2579009.750000 Penalty: 4911.459961
	Iteration 2F: 3 clusters Score -2579010 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2579294.500000 Penalty: 4911.459961
	Iteration 3Q: 3 clusters Score -2579294 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -2579520.500000 Penalty: 4911.459961
	Iteration 4Q: 3 clusters Score -2579520 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2579742.750000 Penalty: 4911.459961
	Iteration 5Q: 3 clusters Score -2579743 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2579961.000000 Penalty: 4911.459961
	Iteration 6Q: 3 clusters Score -2579961 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2580185.250000 Penalty: 4911.459961
	Iteration 7Q: 3 clusters Score -2580185 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -2580426.500000 Penalty: 4911.459961
	Iteration 8Q: 3 clusters Score -2580426 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -2580723.250000 Penalty: 4911.459961
	Iteration 9Q: 3 clusters Score -2580723 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -2581115.750000 Penalty: 4911.459961
	Iteration 10Q: 3 clusters Score -2581116 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -2581621.000000 Penalty: 4911.459961
	Iteration 11Q: 3 clusters Score -2581621 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -2582276.000000 Penalty: 4911.459961
	Iteration 12F: 3 clusters Score -2582276 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -2583070.250000 Penalty: 4911.459961
	Iteration 13F: 3 clusters Score -2583070 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -2583951.250000 Penalty: 4911.459961
	Iteration 14F: 3 clusters Score -2583951 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -2584724.000000 Penalty: 4911.459961
	Iteration 15Q: 3 clusters Score -2584724 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -2585235.000000 Penalty: 4911.459961
	Iteration 16Q: 3 clusters Score -2585235 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -2585568.500000 Penalty: 4911.459961
	Iteration 17Q: 3 clusters Score -2585568 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -2585733.500000 Penalty: 4911.459961
	Iteration 18Q: 3 clusters Score -2585734 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -2585839.750000 Penalty: 4911.459961
	Iteration 19Q: 3 clusters Score -2585840 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -2585897.000000 Penalty: 4911.459961
	Iteration 20F: 3 clusters Score -2585897 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -2585940.750000 Penalty: 4911.459961
	Iteration 21Q: 3 clusters Score -2585941 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -2585972.250000 Penalty: 4911.459961
	Iteration 22Q: 3 clusters Score -2585972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -2585977.250000 Penalty: 4911.459961
	Iteration 23Q: 3 clusters Score -2585977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -2585992.750000 Penalty: 4911.459961
	Iteration 24Q: 3 clusters Score -2585993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -2585995.750000 Penalty: 4911.459961
	Iteration 25Q: 3 clusters Score -2585996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -2586005.250000 Penalty: 4911.459961
	Iteration 26Q: 3 clusters Score -2586005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -2586010.750000 Penalty: 4911.459961
	Iteration 27Q: 3 clusters Score -2586011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -2586026.250000 Penalty: 4911.459961
	Iteration 28Q: 3 clusters Score -2586026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -2586028.750000 Penalty: 4911.459961
	Iteration 29Q: 3 clusters Score -2586029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -2586031.000000 Penalty: 4911.459961
	Iteration 30Q: 3 clusters Score -2586031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -2586034.000000 Penalty: 4911.459961
	Iteration 31Q: 3 clusters Score -2586034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -2586037.500000 Penalty: 4911.459961
	Iteration 32Q: 3 clusters Score -2586038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -2586043.250000 Penalty: 4911.459961
	Iteration 33Q: 3 clusters Score -2586043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -2586045.250000 Penalty: 4911.459961
	Iteration 34Q: 3 clusters Score -2586045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -2586049.250000 Penalty: 4911.459961
	Iteration 35Q: 3 clusters Score -2586049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -2586052.750000 Penalty: 4911.459961
	Iteration 36Q: 3 clusters Score -2586053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -2586052.250000 Penalty: 4911.459961
	Iteration 37Q: 3 clusters Score -2586052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -2586055.750000 Penalty: 4911.459961
	Iteration 38Q: 3 clusters Score -2586056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -2586060.750000 Penalty: 4911.459961
	Iteration 39Q: 3 clusters Score -2586061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -2586058.750000 Penalty: 4911.459961
	Iteration 40F: 3 clusters Score -2586059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Entering Unmasked Estep 
Score: -88590.171875 Penalty: 1631.309570
	Iteration 0F: 2 clusters Score -88590.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -86838.265625 Penalty: 3262.619141
	Iteration 0F: 3 clusters Score -86838.27 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -87074.234375 Penalty: 3262.619141
	Iteration 1F: 3 clusters Score -87074.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -87141.953125 Penalty: 3262.619141
	Iteration 2Q: 3 clusters Score -87141.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -87178.062500 Penalty: 3262.619141
	Iteration 3Q: 3 clusters Score -87178.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -87192.492188 Penalty: 3262.619141
	Iteration 4Q: 3 clusters Score -87192.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -87207.531250 Penalty: 3262.619141
	Iteration 5Q: 3 clusters Score -87207.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -87216.523438 Penalty: 3262.619141
	Iteration 6Q: 3 clusters Score -87216.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -87224.046875 Penalty: 3262.619141
	Iteration 7Q: 3 clusters Score -87224.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -87232.492188 Penalty: 3262.619141
	Iteration 8Q: 3 clusters Score -87232.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -87235.312500 Penalty: 3262.619141
	Iteration 9Q: 3 clusters Score -87235.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -87235.312500 Penalty: 3262.619141
	Iteration 10F: 3 clusters Score -87235.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -16935.181641 Penalty: 1270.743042
	Iteration 0F: 2 clusters Score -16935.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -15892.574219 Penalty: 2541.486084
	Iteration 0F: 3 clusters Score -15892.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -15962.998047 Penalty: 2541.486084
	Iteration 1Q: 3 clusters Score -15963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -16022.246094 Penalty: 2541.486084
	Iteration 2F: 3 clusters Score -16022.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -16063.932617 Penalty: 2541.486084
	Iteration 3Q: 3 clusters Score -16063.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16078.136719 Penalty: 2541.486084
	Iteration 4Q: 3 clusters Score -16078.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16081.589844 Penalty: 2541.486084
	Iteration 5Q: 3 clusters Score -16081.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16081.589844 Penalty: 2541.486084
	Iteration 6F: 3 clusters Score -16081.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Entering Unmasked Estep 
Score: -1030805.500000 Penalty: 2227.924316
	Iteration 0F: 2 clusters Score -1030806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1024465.625000 Penalty: 4455.848633
	Iteration 0F: 3 clusters Score -1024466 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1026140.500000 Penalty: 4455.848633
	Iteration 1F: 3 clusters Score -1026140 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1026394.562500 Penalty: 4455.848633
	Iteration 2F: 3 clusters Score -1026395 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1026562.875000 Penalty: 4455.848633
	Iteration 3Q: 3 clusters Score -1026563 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1026673.875000 Penalty: 4455.848633
	Iteration 4Q: 3 clusters Score -1026674 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1026753.250000 Penalty: 4455.848633
	Iteration 5Q: 3 clusters Score -1026753 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1026820.312500 Penalty: 4455.848633
	Iteration 6Q: 3 clusters Score -1026820 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1026873.812500 Penalty: 4455.848633
	Iteration 7Q: 3 clusters Score -1026874 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1026911.437500 Penalty: 4455.848633
	Iteration 8Q: 3 clusters Score -1026911 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1026950.937500 Penalty: 4455.848633
	Iteration 9Q: 3 clusters Score -1026951 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1026982.937500 Penalty: 4455.848633
	Iteration 10Q: 3 clusters Score -1026983 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1027020.375000 Penalty: 4455.848633
	Iteration 11Q: 3 clusters Score -1027020 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1027052.437500 Penalty: 4455.848633
	Iteration 12Q: 3 clusters Score -1027052 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1027076.687500 Penalty: 4455.848633
	Iteration 13Q: 3 clusters Score -1027077 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1027110.812500 Penalty: 4455.848633
	Iteration 14Q: 3 clusters Score -1027111 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1027145.812500 Penalty: 4455.848633
	Iteration 15Q: 3 clusters Score -1027146 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1027176.625000 Penalty: 4455.848633
	Iteration 16Q: 3 clusters Score -1027177 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1027204.250000 Penalty: 4455.848633
	Iteration 17Q: 3 clusters Score -1027204 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1027235.937500 Penalty: 4455.848633
	Iteration 18Q: 3 clusters Score -1027236 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1027280.625000 Penalty: 4455.848633
	Iteration 19Q: 3 clusters Score -1027281 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1027331.500000 Penalty: 4455.848633
	Iteration 20F: 3 clusters Score -1027332 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1027398.375000 Penalty: 4455.848633
	Iteration 21Q: 3 clusters Score -1027398 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1027480.437500 Penalty: 4455.848633
	Iteration 22Q: 3 clusters Score -1027480 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1027590.000000 Penalty: 4455.848633
	Iteration 23Q: 3 clusters Score -1027590 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1027704.375000 Penalty: 4455.848633
	Iteration 24Q: 3 clusters Score -1027704 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1027818.312500 Penalty: 4455.848633
	Iteration 25Q: 3 clusters Score -1027818 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1027910.937500 Penalty: 4455.848633
	Iteration 26Q: 3 clusters Score -1027911 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1028009.562500 Penalty: 4455.848633
	Iteration 27Q: 3 clusters Score -1028010 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1028103.125000 Penalty: 4455.848633
	Iteration 28Q: 3 clusters Score -1028103 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1028203.312500 Penalty: 4455.848633
	Iteration 29Q: 3 clusters Score -1028203 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1028277.000000 Penalty: 4455.848633
	Iteration 30Q: 3 clusters Score -1028277 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1028347.812500 Penalty: 4455.848633
	Iteration 31Q: 3 clusters Score -1028348 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1028403.125000 Penalty: 4455.848633
	Iteration 32Q: 3 clusters Score -1028403 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1028442.875000 Penalty: 4455.848633
	Iteration 33Q: 3 clusters Score -1028443 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1028478.000000 Penalty: 4455.848633
	Iteration 34Q: 3 clusters Score -1028478 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1028507.875000 Penalty: 4455.848633
	Iteration 35Q: 3 clusters Score -1028508 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1028530.687500 Penalty: 4455.848633
	Iteration 36Q: 3 clusters Score -1028531 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1028558.812500 Penalty: 4455.848633
	Iteration 37Q: 3 clusters Score -1028559 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1028581.875000 Penalty: 4455.848633
	Iteration 38Q: 3 clusters Score -1028582 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1028607.750000 Penalty: 4455.848633
	Iteration 39Q: 3 clusters Score -1028608 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1028631.875000 Penalty: 4455.848633
	Iteration 40F: 3 clusters Score -1028632 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1028649.312500 Penalty: 4455.848633
	Iteration 41Q: 3 clusters Score -1028649 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1028667.875000 Penalty: 4455.848633
	Iteration 42Q: 3 clusters Score -1028668 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1028681.062500 Penalty: 4455.848633
	Iteration 43Q: 3 clusters Score -1028681 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1028693.312500 Penalty: 4455.848633
	Iteration 44Q: 3 clusters Score -1028693 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1028709.000000 Penalty: 4455.848633
	Iteration 45Q: 3 clusters Score -1028709 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1028727.000000 Penalty: 4455.848633
	Iteration 46Q: 3 clusters Score -1028727 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1028739.750000 Penalty: 4455.848633
	Iteration 47Q: 3 clusters Score -1028740 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1028756.000000 Penalty: 4455.848633
	Iteration 48Q: 3 clusters Score -1028756 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1028777.750000 Penalty: 4455.848633
	Iteration 49Q: 3 clusters Score -1028778 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1028789.500000 Penalty: 4455.848633
	Iteration 50Q: 3 clusters Score -1028790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1028798.125000 Penalty: 4455.848633
	Iteration 51Q: 3 clusters Score -1028798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1028801.437500 Penalty: 4455.848633
	Iteration 52Q: 3 clusters Score -1028801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1028806.500000 Penalty: 4455.848633
	Iteration 53Q: 3 clusters Score -1028806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1028810.875000 Penalty: 4455.848633
	Iteration 54Q: 3 clusters Score -1028811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1028813.812500 Penalty: 4455.848633
	Iteration 55Q: 3 clusters Score -1028814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1028816.562500 Penalty: 4455.848633
	Iteration 56Q: 3 clusters Score -1028817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1028821.562500 Penalty: 4455.848633
	Iteration 57Q: 3 clusters Score -1028822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1028829.500000 Penalty: 4455.848633
	Iteration 58Q: 3 clusters Score -1028830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1028834.312500 Penalty: 4455.848633
	Iteration 59Q: 3 clusters Score -1028834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1028838.062500 Penalty: 4455.848633
	Iteration 60F: 3 clusters Score -1028838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1028841.062500 Penalty: 4455.848633
	Iteration 61Q: 3 clusters Score -1028841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1028842.562500 Penalty: 4455.848633
	Iteration 62Q: 3 clusters Score -1028843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1028845.000000 Penalty: 4455.848633
	Iteration 63Q: 3 clusters Score -1028845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1028845.687500 Penalty: 4455.848633
	Iteration 64Q: 3 clusters Score -1028846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1028846.625000 Penalty: 4455.848633
	Iteration 65Q: 3 clusters Score -1028847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1028849.250000 Penalty: 4455.848633
	Iteration 66Q: 3 clusters Score -1028849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1028850.312500 Penalty: 4455.848633
	Iteration 67Q: 3 clusters Score -1028850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1028853.500000 Penalty: 4455.848633
	Iteration 68Q: 3 clusters Score -1028854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1028857.500000 Penalty: 4455.848633
	Iteration 69Q: 3 clusters Score -1028858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1028861.937500 Penalty: 4455.848633
	Iteration 70Q: 3 clusters Score -1028862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1028865.937500 Penalty: 4455.848633
	Iteration 71Q: 3 clusters Score -1028866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1028868.625000 Penalty: 4455.848633
	Iteration 72Q: 3 clusters Score -1028869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1028870.437500 Penalty: 4455.848633
	Iteration 73Q: 3 clusters Score -1028870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1028872.875000 Penalty: 4455.848633
	Iteration 74Q: 3 clusters Score -1028873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1028878.875000 Penalty: 4455.848633
	Iteration 75Q: 3 clusters Score -1028879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1028877.812500 Penalty: 4455.848633
	Iteration 76Q: 3 clusters Score -1028878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1028879.375000 Penalty: 4455.848633
	Iteration 77Q: 3 clusters Score -1028879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1028879.250000 Penalty: 4455.848633
	Iteration 78Q: 3 clusters Score -1028879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1028880.437500 Penalty: 4455.848633
	Iteration 79Q: 3 clusters Score -1028880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1028881.062500 Penalty: 4455.848633
	Iteration 80F: 3 clusters Score -1028881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1028881.000000 Penalty: 4455.848633
	Iteration 81Q: 3 clusters Score -1028881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1028881.250000 Penalty: 4455.848633
	Iteration 82Q: 3 clusters Score -1028881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1028883.312500 Penalty: 4455.848633
	Iteration 83Q: 3 clusters Score -1028883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1028885.125000 Penalty: 4455.848633
	Iteration 84Q: 3 clusters Score -1028885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1028885.437500 Penalty: 4455.848633
	Iteration 85Q: 3 clusters Score -1028885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1028888.562500 Penalty: 4455.848633
	Iteration 86Q: 3 clusters Score -1028889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1028887.437500 Penalty: 4455.848633
	Iteration 87Q: 3 clusters Score -1028887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1028891.875000 Penalty: 4455.848633
	Iteration 88Q: 3 clusters Score -1028892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1028892.687500 Penalty: 4455.848633
	Iteration 89Q: 3 clusters Score -1028893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1028892.687500 Penalty: 4455.848633
	Iteration 90F: 3 clusters Score -1028893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Entering Unmasked Estep 
Score: -179460.156250 Penalty: 1801.479492
	Iteration 0F: 2 clusters Score -179460.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -177203.328125 Penalty: 3602.958984
	Iteration 0F: 3 clusters Score -177203.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -177573.968750 Penalty: 3602.958984
	Iteration 1F: 3 clusters Score -177574 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -177669.656250 Penalty: 3602.958984
	Iteration 2F: 3 clusters Score -177669.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -177742.406250 Penalty: 3602.958984
	Iteration 3Q: 3 clusters Score -177742.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -177795.843750 Penalty: 3602.958984
	Iteration 4Q: 3 clusters Score -177795.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -177852.406250 Penalty: 3602.958984
	Iteration 5Q: 3 clusters Score -177852.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -177902.406250 Penalty: 3602.958984
	Iteration 6Q: 3 clusters Score -177902.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -177945.968750 Penalty: 3602.958984
	Iteration 7Q: 3 clusters Score -177946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -177997.968750 Penalty: 3602.958984
	Iteration 8Q: 3 clusters Score -177998 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -178056.031250 Penalty: 3602.958984
	Iteration 9Q: 3 clusters Score -178056 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -178101.593750 Penalty: 3602.958984
	Iteration 10Q: 3 clusters Score -178101.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -178145.812500 Penalty: 3602.958984
	Iteration 11Q: 3 clusters Score -178145.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -178196.109375 Penalty: 3602.958984
	Iteration 12Q: 3 clusters Score -178196.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -178230.078125 Penalty: 3602.958984
	Iteration 13Q: 3 clusters Score -178230.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -178252.203125 Penalty: 3602.958984
	Iteration 14Q: 3 clusters Score -178252.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -178271.468750 Penalty: 3602.958984
	Iteration 15Q: 3 clusters Score -178271.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -178289.562500 Penalty: 3602.958984
	Iteration 16Q: 3 clusters Score -178289.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -178308.578125 Penalty: 3602.958984
	Iteration 17Q: 3 clusters Score -178308.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -178324.578125 Penalty: 3602.958984
	Iteration 18Q: 3 clusters Score -178324.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -178344.250000 Penalty: 3602.958984
	Iteration 19Q: 3 clusters Score -178344.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -178360.703125 Penalty: 3602.958984
	Iteration 20F: 3 clusters Score -178360.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -178375.390625 Penalty: 3602.958984
	Iteration 21Q: 3 clusters Score -178375.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -178391.828125 Penalty: 3602.958984
	Iteration 22Q: 3 clusters Score -178391.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -178407.015625 Penalty: 3602.958984
	Iteration 23Q: 3 clusters Score -178407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -178415.781250 Penalty: 3602.958984
	Iteration 24Q: 3 clusters Score -178415.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -178428.234375 Penalty: 3602.958984
	Iteration 25Q: 3 clusters Score -178428.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -178435.796875 Penalty: 3602.958984
	Iteration 26Q: 3 clusters Score -178435.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -178446.906250 Penalty: 3602.958984
	Iteration 27Q: 3 clusters Score -178446.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -178454.125000 Penalty: 3602.958984
	Iteration 28Q: 3 clusters Score -178454.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -178460.750000 Penalty: 3602.958984
	Iteration 29Q: 3 clusters Score -178460.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -178475.015625 Penalty: 3602.958984
	Iteration 30Q: 3 clusters Score -178475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -178486.796875 Penalty: 3602.958984
	Iteration 31Q: 3 clusters Score -178486.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -178491.453125 Penalty: 3602.958984
	Iteration 32Q: 3 clusters Score -178491.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -178497.531250 Penalty: 3602.958984
	Iteration 33Q: 3 clusters Score -178497.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -178499.750000 Penalty: 3602.958984
	Iteration 34Q: 3 clusters Score -178499.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -178501.343750 Penalty: 3602.958984
	Iteration 35Q: 3 clusters Score -178501.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -178501.796875 Penalty: 3602.958984
	Iteration 36Q: 3 clusters Score -178501.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -178501.796875 Penalty: 3602.958984
	Iteration 37F: 3 clusters Score -178501.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (203409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203409 members 
Entering Unmasked Estep 
Score: -25703126.000000 Penalty: 3031.297607
	Iteration 0F: 2 clusters Score -2.570313e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101994 members 
Mstep: Class 2 contains 101415 members 
Entering Unmasked Estep 
Score: -25570500.000000 Penalty: 6062.595215
	Iteration 0F: 3 clusters Score -2.55705e+07 nChanged 98007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108221 members 
Mstep: Class 2 contains 95188 members 
Entering Unmasked Estep 
Score: -25628506.000000 Penalty: 6062.595215
	Iteration 1F: 3 clusters Score -2.562851e+07 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112011 members 
Mstep: Class 2 contains 91398 members 
Entering Unmasked Estep 
Score: -25630170.000000 Penalty: 6062.595215
	Iteration 2Q: 3 clusters Score -2.563017e+07 nChanged 7653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117712 members 
Mstep: Class 2 contains 85697 members 
Entering Unmasked Estep 
Score: -25632746.000000 Penalty: 6062.595215
	Iteration 3Q: 3 clusters Score -2.563275e+07 nChanged 9579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126237 members 
Mstep: Class 2 contains 77172 members 
Entering Unmasked Estep 
Score: -25636956.000000 Penalty: 6062.595215
	Iteration 4Q: 3 clusters Score -2.563696e+07 nChanged 12733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138432 members 
Mstep: Class 2 contains 64977 members 
Entering Unmasked Estep 
Score: -25644696.000000 Penalty: 6062.595215
	Iteration 5F: 3 clusters Score -2.56447e+07 nChanged 16498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154668 members 
Mstep: Class 2 contains 48741 members 
Entering Unmasked Estep 
Score: -25657612.000000 Penalty: 6062.595215
	Iteration 6F: 3 clusters Score -2.565761e+07 nChanged 18538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173130 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -25674246.000000 Penalty: 6062.595215
	Iteration 7F: 3 clusters Score -2.567425e+07 nChanged 15676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188788 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -25688626.000000 Penalty: 6062.595215
	Iteration 8F: 3 clusters Score -2.568863e+07 nChanged 9082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197862 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -25696496.000000 Penalty: 6062.595215
	Iteration 9Q: 3 clusters Score -2.56965e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201378 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -25699192.000000 Penalty: 6062.595215
	Iteration 10Q: 3 clusters Score -2.569919e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202470 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -25700030.000000 Penalty: 6062.595215
	Iteration 11Q: 3 clusters Score -2.570003e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202800 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -25700312.000000 Penalty: 6062.595215
	Iteration 12Q: 3 clusters Score -2.570031e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202922 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -25700446.000000 Penalty: 6062.595215
	Iteration 13Q: 3 clusters Score -2.570045e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202972 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -25700522.000000 Penalty: 6062.595215
	Iteration 14Q: 3 clusters Score -2.570052e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202997 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -25700564.000000 Penalty: 6062.595215
	Iteration 15Q: 3 clusters Score -2.570056e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203005 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -25700578.000000 Penalty: 6062.595215
	Iteration 16Q: 3 clusters Score -2.570058e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203011 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -25700596.000000 Penalty: 6062.595215
	Iteration 17Q: 3 clusters Score -2.57006e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203021 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -25700604.000000 Penalty: 6062.595215
	Iteration 18Q: 3 clusters Score -2.57006e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203022 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -25700602.000000 Penalty: 6062.595215
	Iteration 19Q: 3 clusters Score -2.57006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203025 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -25700600.000000 Penalty: 6062.595215
	Iteration 20F: 3 clusters Score -2.57006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203026 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -25700590.000000 Penalty: 6062.595215
	Iteration 21Q: 3 clusters Score -2.570059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203025 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -25700594.000000 Penalty: 6062.595215
	Iteration 22Q: 3 clusters Score -2.570059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203024 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -25700590.000000 Penalty: 6062.595215
	Iteration 23Q: 3 clusters Score -2.570059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203024 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -25700610.000000 Penalty: 6062.595215
	Iteration 24Q: 3 clusters Score -2.570061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203026 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -25700594.000000 Penalty: 6062.595215
	Iteration 25Q: 3 clusters Score -2.570059e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203026 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -25700594.000000 Penalty: 6062.595215
	Iteration 26F: 3 clusters Score -2.570059e+07 nChanged 0
--- Evaluating fit on full set of 1383753 points ---
Entering Unmasked Estep 
Score: -173512688.000000 Penalty: 80656.328125
21->24 Clusters: Score -173512688.000000, best is -173698896.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 461251 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 21962 members 
Mstep: Class 3 contains 22073 members 
Mstep: Class 4 contains 22017 members 
Mstep: Class 5 contains 21659 members 
Mstep: Class 6 contains 22031 members 
Mstep: Class 7 contains 22040 members 
Mstep: Class 8 contains 21882 members 
Mstep: Class 9 contains 21994 members 
Mstep: Class 10 contains 21805 members 
Mstep: Class 11 contains 22003 members 
Mstep: Class 12 contains 22103 members 
Mstep: Class 13 contains 21927 members 
Mstep: Class 14 contains 21975 members 
Mstep: Class 15 contains 21837 members 
Mstep: Class 16 contains 21968 members 
Mstep: Class 17 contains 22185 members 
Mstep: Class 18 contains 21949 members 
Mstep: Class 19 contains 22132 members 
Mstep: Class 20 contains 22018 members 
Mstep: Class 21 contains 21943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 24.439018 but Gain 3234.343750
Score: -53297388.000000 Penalty: 64686.820312
Iteration 0F: 21 clusters Score -5.329739e+07 nChanged 438286
Entering Unmasked Mstep 
Mstep: Class 0 contains 2954 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 132898 members 
Mstep: Class 3 contains 25220 members 
Mstep: Class 4 contains 64103 members 
Mstep: Class 5 contains 734 members 
Mstep: Class 6 contains 1284 members 
Mstep: Class 7 contains 20412 members 
Mstep: Class 9 contains 2267 members 
Mstep: Class 10 contains 290 members 
Mstep: Class 11 contains 21412 members 
Mstep: Class 12 contains 886 members 
Mstep: Class 13 contains 6080 members 
Mstep: Class 14 contains 9653 members 
Mstep: Class 15 contains 1491 members 
Mstep: Class 16 contains 8619 members 
Mstep: Class 17 contains 125066 members 
Mstep: Class 18 contains 15319 members 
Mstep: Class 19 contains 1801 members 
Mstep: Class 20 contains 1615 members 
Mstep: Class 21 contains 2542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 327.405945 but Gain 3234.339844
Score: -56957048.000000 Penalty: 61452.480469
Iteration 1F: 20 clusters Score -5.695705e+07 nChanged 130318
Entering Unmasked Mstep 
Mstep: Class 0 contains 2652 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 160850 members 
Mstep: Class 3 contains 26729 members 
Mstep: Class 4 contains 57798 members 
Mstep: Class 5 contains 1158 members 
Mstep: Class 6 contains 277 members 
Mstep: Class 7 contains 9436 members 
Mstep: Class 9 contains 870 members 
Mstep: Class 10 contains 377 members 
Mstep: Class 11 contains 12209 members 
Mstep: Class 13 contains 2624 members 
Mstep: Class 14 contains 5216 members 
Mstep: Class 15 contains 1393 members 
Mstep: Class 16 contains 6004 members 
Mstep: Class 17 contains 154417 members 
Mstep: Class 18 contains 5411 members 
Mstep: Class 19 contains 1532 members 
Mstep: Class 20 contains 807 members 
Mstep: Class 21 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1531.710205 but Gain 3234.343750
Score: -57222708.000000 Penalty: 58218.136719
Iteration 2F: 19 clusters Score -5.722271e+07 nChanged 87427
Entering Unmasked Mstep 
Mstep: Class 0 contains 1792 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 176246 members 
Mstep: Class 3 contains 35961 members 
Mstep: Class 4 contains 44696 members 
Mstep: Class 5 contains 797 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 4266 members 
Mstep: Class 9 contains 861 members 
Mstep: Class 10 contains 418 members 
Mstep: Class 11 contains 6472 members 
Mstep: Class 14 contains 2363 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 4517 members 
Mstep: Class 17 contains 168139 members 
Mstep: Class 18 contains 2667 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 1613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1186.826538 but Gain 3234.339844
Score: -57410184.000000 Penalty: 54983.796875
Iteration 3F: 18 clusters Score -5.741018e+07 nChanged 68241
Entering Unmasked Mstep 
Mstep: Class 0 contains 1221 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 185836 members 
Mstep: Class 3 contains 43546 members 
Mstep: Class 4 contains 32737 members 
Mstep: Class 5 contains 770 members 
Mstep: Class 6 contains 1159 members 
Mstep: Class 7 contains 2204 members 
Mstep: Class 9 contains 979 members 
Mstep: Class 10 contains 439 members 
Mstep: Class 11 contains 3489 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 4557 members 
Mstep: Class 17 contains 173258 members 
Mstep: Class 18 contains 1366 members 
Mstep: Class 19 contains 1380 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 803.874756 but Gain 3234.339844
Score: -57516260.000000 Penalty: 51749.457031
Iteration 4F: 17 clusters Score -5.751626e+07 nChanged 53473
Entering Unmasked Mstep 
Mstep: Class 0 contains 979 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 194055 members 
Mstep: Class 3 contains 47271 members 
Mstep: Class 4 contains 25251 members 
Mstep: Class 5 contains 794 members 
Mstep: Class 6 contains 1229 members 
Mstep: Class 7 contains 1324 members 
Mstep: Class 9 contains 996 members 
Mstep: Class 10 contains 447 members 
Mstep: Class 11 contains 1947 members 
Mstep: Class 15 contains 1867 members 
Mstep: Class 16 contains 4943 members 
Mstep: Class 17 contains 172512 members 
Mstep: Class 19 contains 1300 members 
Mstep: Class 20 contains 1041 members 
Mstep: Class 21 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1138.303833 but Gain 3234.343750
Score: -57581896.000000 Penalty: 48515.113281
Iteration 5F: 16 clusters Score -5.75819e+07 nChanged 40466
Entering Unmasked Mstep 
Mstep: Class 0 contains 882 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 203838 members 
Mstep: Class 3 contains 46987 members 
Mstep: Class 4 contains 21198 members 
Mstep: Class 5 contains 852 members 
Mstep: Class 6 contains 1234 members 
Mstep: Class 9 contains 991 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 1180 members 
Mstep: Class 15 contains 1805 members 
Mstep: Class 16 contains 5029 members 
Mstep: Class 17 contains 168776 members 
Mstep: Class 19 contains 1277 members 
Mstep: Class 20 contains 1130 members 
Mstep: Class 21 contains 909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 958.091858 but Gain 3234.339844
Score: -57619864.000000 Penalty: 45280.773438
Iteration 6F: 15 clusters Score -5.761986e+07 nChanged 29384
Entering Unmasked Mstep 
Mstep: Class 0 contains 835 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 212993 members 
Mstep: Class 3 contains 45165 members 
Mstep: Class 4 contains 18911 members 
Mstep: Class 5 contains 894 members 
Mstep: Class 6 contains 1238 members 
Mstep: Class 9 contains 1009 members 
Mstep: Class 10 contains 453 members 
Mstep: Class 15 contains 1715 members 
Mstep: Class 16 contains 4886 members 
Mstep: Class 17 contains 164497 members 
Mstep: Class 19 contains 1272 members 
Mstep: Class 20 contains 1177 members 
Mstep: Class 21 contains 999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57635696.000000 Penalty: 45280.773438
Iteration 7F: 15 clusters Score -5.76357e+07 nChanged 20049
Entering Unmasked Mstep 
Mstep: Class 0 contains 825 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 218958 members 
Mstep: Class 3 contains 43246 members 
Mstep: Class 4 contains 17616 members 
Mstep: Class 5 contains 873 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 9 contains 1051 members 
Mstep: Class 10 contains 453 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 4731 members 
Mstep: Class 17 contains 161210 members 
Mstep: Class 19 contains 1267 members 
Mstep: Class 20 contains 1186 members 
Mstep: Class 21 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57641660.000000 Penalty: 45280.773438
Iteration 8Q: 15 clusters Score -5.764166e+07 nChanged 14307
Entering Unmasked Mstep 
Mstep: Class 0 contains 825 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 222621 members 
Mstep: Class 3 contains 41828 members 
Mstep: Class 4 contains 16780 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 1250 members 
Mstep: Class 9 contains 1087 members 
Mstep: Class 10 contains 454 members 
Mstep: Class 15 contains 1606 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 159027 members 
Mstep: Class 19 contains 1263 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 1190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57644920.000000 Penalty: 45280.773438
Iteration 9Q: 15 clusters Score -5.764492e+07 nChanged 10692
Entering Unmasked Mstep 
Mstep: Class 0 contains 825 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 224577 members 
Mstep: Class 3 contains 40846 members 
Mstep: Class 4 contains 16223 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 1255 members 
Mstep: Class 9 contains 1098 members 
Mstep: Class 10 contains 455 members 
Mstep: Class 15 contains 1577 members 
Mstep: Class 16 contains 4553 members 
Mstep: Class 17 contains 157599 members 
Mstep: Class 19 contains 1267 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 1298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57647192.000000 Penalty: 45280.773438
Iteration 10Q: 15 clusters Score -5.764719e+07 nChanged 8604
Entering Unmasked Mstep 
Mstep: Class 0 contains 825 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 225608 members 
Mstep: Class 3 contains 40195 members 
Mstep: Class 4 contains 15829 members 
Mstep: Class 5 contains 702 members 
Mstep: Class 6 contains 1260 members 
Mstep: Class 9 contains 1118 members 
Mstep: Class 10 contains 454 members 
Mstep: Class 15 contains 1550 members 
Mstep: Class 16 contains 4498 members 
Mstep: Class 17 contains 156451 members 
Mstep: Class 19 contains 1274 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 1420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57649280.000000 Penalty: 45280.773438
Iteration 11Q: 15 clusters Score -5.764928e+07 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 825 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 225934 members 
Mstep: Class 3 contains 39740 members 
Mstep: Class 4 contains 15594 members 
Mstep: Class 5 contains 626 members 
Mstep: Class 6 contains 1265 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 454 members 
Mstep: Class 15 contains 1527 members 
Mstep: Class 16 contains 4474 members 
Mstep: Class 17 contains 155514 members 
Mstep: Class 19 contains 1278 members 
Mstep: Class 20 contains 1183 members 
Mstep: Class 21 contains 1546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57651888.000000 Penalty: 45280.773438
Iteration 12Q: 15 clusters Score -5.765189e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 825 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 225906 members 
Mstep: Class 3 contains 39422 members 
Mstep: Class 4 contains 15439 members 
Mstep: Class 5 contains 567 members 
Mstep: Class 6 contains 1270 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 455 members 
Mstep: Class 15 contains 1507 members 
Mstep: Class 16 contains 4491 members 
Mstep: Class 17 contains 154585 members 
Mstep: Class 19 contains 1277 members 
Mstep: Class 20 contains 1183 members 
Mstep: Class 21 contains 1661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57654840.000000 Penalty: 45280.773438
Iteration 13Q: 15 clusters Score -5.765484e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 825 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 225776 members 
Mstep: Class 3 contains 39097 members 
Mstep: Class 4 contains 15395 members 
Mstep: Class 5 contains 529 members 
Mstep: Class 6 contains 1280 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 456 members 
Mstep: Class 15 contains 1499 members 
Mstep: Class 16 contains 4498 members 
Mstep: Class 17 contains 153671 members 
Mstep: Class 19 contains 1272 members 
Mstep: Class 20 contains 1183 members 
Mstep: Class 21 contains 1772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57657368.000000 Penalty: 45280.773438
Iteration 14Q: 15 clusters Score -5.765737e+07 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 825 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 225648 members 
Mstep: Class 3 contains 38840 members 
Mstep: Class 4 contains 15387 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 1303 members 
Mstep: Class 9 contains 1104 members 
Mstep: Class 10 contains 456 members 
Mstep: Class 15 contains 1492 members 
Mstep: Class 16 contains 4507 members 
Mstep: Class 17 contains 152856 members 
Mstep: Class 19 contains 1256 members 
Mstep: Class 20 contains 1183 members 
Mstep: Class 21 contains 1870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57660640.000000 Penalty: 45280.773438
Iteration 15Q: 15 clusters Score -5.766064e+07 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 825 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 225366 members 
Mstep: Class 3 contains 38621 members 
Mstep: Class 4 contains 15490 members 
Mstep: Class 5 contains 459 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 9 contains 1087 members 
Mstep: Class 10 contains 456 members 
Mstep: Class 15 contains 1480 members 
Mstep: Class 16 contains 4531 members 
Mstep: Class 17 contains 152256 members 
Mstep: Class 19 contains 1261 members 
Mstep: Class 20 contains 1183 members 
Mstep: Class 21 contains 1941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57662748.000000 Penalty: 45280.773438
Iteration 16Q: 15 clusters Score -5.766275e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 825 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 225103 members 
Mstep: Class 3 contains 38408 members 
Mstep: Class 4 contains 15607 members 
Mstep: Class 5 contains 443 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 9 contains 1091 members 
Mstep: Class 10 contains 456 members 
Mstep: Class 15 contains 1472 members 
Mstep: Class 16 contains 4554 members 
Mstep: Class 17 contains 151916 members 
Mstep: Class 19 contains 1265 members 
Mstep: Class 20 contains 1183 members 
Mstep: Class 21 contains 2005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57663872.000000 Penalty: 45280.773438
Iteration 17Q: 15 clusters Score -5.766387e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 825 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 224811 members 
Mstep: Class 3 contains 38244 members 
Mstep: Class 4 contains 15734 members 
Mstep: Class 5 contains 429 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 9 contains 1089 members 
Mstep: Class 10 contains 456 members 
Mstep: Class 15 contains 1467 members 
Mstep: Class 16 contains 4573 members 
Mstep: Class 17 contains 151769 members 
Mstep: Class 19 contains 1269 members 
Mstep: Class 20 contains 1183 members 
Mstep: Class 21 contains 2050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57664952.000000 Penalty: 45280.773438
Iteration 18Q: 15 clusters Score -5.766495e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 825 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 224479 members 
Mstep: Class 3 contains 38100 members 
Mstep: Class 4 contains 15814 members 
Mstep: Class 5 contains 421 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 9 contains 1084 members 
Mstep: Class 10 contains 456 members 
Mstep: Class 15 contains 1463 members 
Mstep: Class 16 contains 4585 members 
Mstep: Class 17 contains 151834 members 
Mstep: Class 19 contains 1272 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 2079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57666004.000000 Penalty: 45280.773438
Iteration 19Q: 15 clusters Score -5.7666e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 825 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 224181 members 
Mstep: Class 3 contains 37990 members 
Mstep: Class 4 contains 15854 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 9 contains 1098 members 
Mstep: Class 10 contains 456 members 
Mstep: Class 15 contains 1461 members 
Mstep: Class 16 contains 4597 members 
Mstep: Class 17 contains 151969 members 
Mstep: Class 19 contains 1273 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 2100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57667112.000000 Penalty: 45280.773438
Iteration 20F: 15 clusters Score -5.766711e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 825 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 223887 members 
Mstep: Class 3 contains 37878 members 
Mstep: Class 4 contains 15844 members 
Mstep: Class 5 contains 395 members 
Mstep: Class 6 contains 1309 members 
Mstep: Class 9 contains 1111 members 
Mstep: Class 10 contains 456 members 
Mstep: Class 15 contains 1458 members 
Mstep: Class 16 contains 4614 members 
Mstep: Class 17 contains 151805 members 
Mstep: Class 19 contains 1275 members 
Mstep: Class 20 contains 1175 members 
Mstep: Class 21 contains 2158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57668136.000000 Penalty: 45280.773438
Iteration 21Q: 15 clusters Score -5.766814e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 825 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 223632 members 
Mstep: Class 3 contains 37787 members 
Mstep: Class 4 contains 15794 members 
Mstep: Class 5 contains 373 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 9 contains 1138 members 
Mstep: Class 10 contains 456 members 
Mstep: Class 15 contains 1454 members 
Mstep: Class 16 contains 4636 members 
Mstep: Class 17 contains 151750 members 
Mstep: Class 19 contains 1279 members 
Mstep: Class 20 contains 1173 members 
Mstep: Class 21 contains 2208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57668480.000000 Penalty: 45280.773438
Iteration 22Q: 15 clusters Score -5.766848e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 825 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 223392 members 
Mstep: Class 3 contains 37712 members 
Mstep: Class 4 contains 15725 members 
Mstep: Class 5 contains 354 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 456 members 
Mstep: Class 15 contains 1452 members 
Mstep: Class 16 contains 4648 members 
Mstep: Class 17 contains 151792 members 
Mstep: Class 19 contains 1282 members 
Mstep: Class 20 contains 1172 members 
Mstep: Class 21 contains 2249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57668920.000000 Penalty: 45280.773438
Iteration 23Q: 15 clusters Score -5.766892e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 825 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 223193 members 
Mstep: Class 3 contains 37667 members 
Mstep: Class 4 contains 15663 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 9 contains 1181 members 
Mstep: Class 10 contains 456 members 
Mstep: Class 15 contains 1449 members 
Mstep: Class 16 contains 4656 members 
Mstep: Class 17 contains 151818 members 
Mstep: Class 19 contains 1285 members 
Mstep: Class 20 contains 1172 members 
Mstep: Class 21 contains 2284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57669308.000000 Penalty: 45280.773438
Iteration 24Q: 15 clusters Score -5.766931e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 825 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 223037 members 
Mstep: Class 3 contains 37634 members 
Mstep: Class 4 contains 15597 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 456 members 
Mstep: Class 15 contains 1444 members 
Mstep: Class 16 contains 4660 members 
Mstep: Class 17 contains 151839 members 
Mstep: Class 19 contains 1288 members 
Mstep: Class 20 contains 1172 members 
Mstep: Class 21 contains 2306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57669528.000000 Penalty: 45280.773438
Iteration 25Q: 15 clusters Score -5.766953e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 825 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 222944 members 
Mstep: Class 3 contains 37608 members 
Mstep: Class 4 contains 15523 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 456 members 
Mstep: Class 15 contains 1443 members 
Mstep: Class 16 contains 4669 members 
Mstep: Class 17 contains 151840 members 
Mstep: Class 19 contains 1289 members 
Mstep: Class 20 contains 1172 members 
Mstep: Class 21 contains 2327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57669780.000000 Penalty: 45280.773438
Iteration 26Q: 15 clusters Score -5.766978e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 825 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 222872 members 
Mstep: Class 3 contains 37583 members 
Mstep: Class 4 contains 15463 members 
Mstep: Class 5 contains 300 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 9 contains 1252 members 
Mstep: Class 10 contains 456 members 
Mstep: Class 15 contains 1439 members 
Mstep: Class 16 contains 4673 members 
Mstep: Class 17 contains 151831 members 
Mstep: Class 19 contains 1292 members 
Mstep: Class 20 contains 1172 members 
Mstep: Class 21 contains 2347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57669988.000000 Penalty: 45280.773438
Iteration 27Q: 15 clusters Score -5.766999e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 825 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 222802 members 
Mstep: Class 3 contains 37567 members 
Mstep: Class 4 contains 15413 members 
Mstep: Class 5 contains 299 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 9 contains 1262 members 
Mstep: Class 10 contains 456 members 
Mstep: Class 15 contains 1431 members 
Mstep: Class 16 contains 4674 members 
Mstep: Class 17 contains 151833 members 
Mstep: Class 19 contains 1296 members 
Mstep: Class 20 contains 1172 members 
Mstep: Class 21 contains 2356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57670092.000000 Penalty: 45280.773438
Iteration 28Q: 15 clusters Score -5.767009e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 825 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 222737 members 
Mstep: Class 3 contains 37545 members 
Mstep: Class 4 contains 15350 members 
Mstep: Class 5 contains 299 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 9 contains 1275 members 
Mstep: Class 10 contains 456 members 
Mstep: Class 15 contains 1423 members 
Mstep: Class 16 contains 4675 members 
Mstep: Class 17 contains 151859 members 
Mstep: Class 19 contains 1302 members 
Mstep: Class 20 contains 1172 members 
Mstep: Class 21 contains 2367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57670372.000000 Penalty: 45280.773438
Iteration 29Q: 15 clusters Score -5.767037e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 825 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 222688 members 
Mstep: Class 3 contains 37541 members 
Mstep: Class 4 contains 15259 members 
Mstep: Class 5 contains 300 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 9 contains 1289 members 
Mstep: Class 10 contains 456 members 
Mstep: Class 15 contains 1413 members 
Mstep: Class 16 contains 4676 members 
Mstep: Class 17 contains 151882 members 
Mstep: Class 19 contains 1311 members 
Mstep: Class 20 contains 1172 members 
Mstep: Class 21 contains 2378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57670260.000000 Penalty: 45280.773438
Iteration 30Q: 15 clusters Score -5.767026e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 825 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 222625 members 
Mstep: Class 3 contains 37546 members 
Mstep: Class 4 contains 15183 members 
Mstep: Class 5 contains 302 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 456 members 
Mstep: Class 15 contains 1388 members 
Mstep: Class 16 contains 4678 members 
Mstep: Class 17 contains 151911 members 
Mstep: Class 19 contains 1330 members 
Mstep: Class 20 contains 1172 members 
Mstep: Class 21 contains 2389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57670488.000000 Penalty: 45280.773438
Iteration 31Q: 15 clusters Score -5.767049e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 825 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 222536 members 
Mstep: Class 3 contains 37556 members 
Mstep: Class 4 contains 15131 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 9 contains 1320 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 4686 members 
Mstep: Class 17 contains 151947 members 
Mstep: Class 19 contains 1359 members 
Mstep: Class 20 contains 1172 members 
Mstep: Class 21 contains 2389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57670732.000000 Penalty: 45280.773438
Iteration 32Q: 15 clusters Score -5.767073e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 825 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 222460 members 
Mstep: Class 3 contains 37566 members 
Mstep: Class 4 contains 15088 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 9 contains 1336 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 15 contains 1333 members 
Mstep: Class 16 contains 4692 members 
Mstep: Class 17 contains 151982 members 
Mstep: Class 19 contains 1384 members 
Mstep: Class 20 contains 1172 members 
Mstep: Class 21 contains 2390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57670848.000000 Penalty: 45280.773438
Iteration 33Q: 15 clusters Score -5.767085e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 825 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 222391 members 
Mstep: Class 3 contains 37574 members 
Mstep: Class 4 contains 15051 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 9 contains 1349 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 15 contains 1319 members 
Mstep: Class 16 contains 4702 members 
Mstep: Class 17 contains 152008 members 
Mstep: Class 19 contains 1400 members 
Mstep: Class 20 contains 1172 members 
Mstep: Class 21 contains 2391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57670912.000000 Penalty: 45280.773438
Iteration 34Q: 15 clusters Score -5.767091e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 825 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 222346 members 
Mstep: Class 3 contains 37579 members 
Mstep: Class 4 contains 15017 members 
Mstep: Class 5 contains 304 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 9 contains 1373 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 4696 members 
Mstep: Class 17 contains 152017 members 
Mstep: Class 19 contains 1414 members 
Mstep: Class 20 contains 1172 members 
Mstep: Class 21 contains 2391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57670948.000000 Penalty: 45280.773438
Iteration 35Q: 15 clusters Score -5.767095e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 825 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 222316 members 
Mstep: Class 3 contains 37578 members 
Mstep: Class 4 contains 14982 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 9 contains 1387 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 15 contains 1299 members 
Mstep: Class 16 contains 4694 members 
Mstep: Class 17 contains 152034 members 
Mstep: Class 19 contains 1422 members 
Mstep: Class 20 contains 1172 members 
Mstep: Class 21 contains 2391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57671056.000000 Penalty: 45280.773438
Iteration 36Q: 15 clusters Score -5.767106e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 825 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 222289 members 
Mstep: Class 3 contains 37579 members 
Mstep: Class 4 contains 14934 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 9 contains 1406 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 15 contains 1297 members 
Mstep: Class 16 contains 4693 members 
Mstep: Class 17 contains 152064 members 
Mstep: Class 19 contains 1425 members 
Mstep: Class 20 contains 1172 members 
Mstep: Class 21 contains 2391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57671076.000000 Penalty: 45280.773438
Iteration 37Q: 15 clusters Score -5.767108e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 825 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 222278 members 
Mstep: Class 3 contains 37584 members 
Mstep: Class 4 contains 14879 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 9 contains 1426 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 15 contains 1295 members 
Mstep: Class 16 contains 4692 members 
Mstep: Class 17 contains 152080 members 
Mstep: Class 19 contains 1427 members 
Mstep: Class 20 contains 1172 members 
Mstep: Class 21 contains 2391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57671112.000000 Penalty: 45280.773438
Iteration 38Q: 15 clusters Score -5.767111e+07 nChanged 173
Entering ConstructFrom: 
Score: -57671112.000000 Penalty: 45280.773438
Entering ConstructFrom: 
Trying to split cluster 1 (19150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Entering Unmasked Estep 
Score: -2482377.750000 Penalty: 2445.294434
	Iteration 0F: 2 clusters Score -2482378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -2468836.250000 Penalty: 4890.588867
	Iteration 0F: 3 clusters Score -2468836 nChanged 8380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2473339.250000 Penalty: 4890.588867
	Iteration 1F: 3 clusters Score -2473339 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2473684.250000 Penalty: 4890.588867
	Iteration 2F: 3 clusters Score -2473684 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2473970.500000 Penalty: 4890.588867
	Iteration 3Q: 3 clusters Score -2473970 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -2474280.750000 Penalty: 4890.588867
	Iteration 4Q: 3 clusters Score -2474281 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -2474700.500000 Penalty: 4890.588867
	Iteration 5Q: 3 clusters Score -2474700 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -2475315.500000 Penalty: 4890.588867
	Iteration 6F: 3 clusters Score -2475316 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -2476161.250000 Penalty: 4890.588867
	Iteration 7F: 3 clusters Score -2476161 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -2477227.750000 Penalty: 4890.588867
	Iteration 8F: 3 clusters Score -2477228 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -2478408.000000 Penalty: 4890.588867
	Iteration 9F: 3 clusters Score -2478408 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -2479257.250000 Penalty: 4890.588867
	Iteration 10Q: 3 clusters Score -2479257 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -2479755.250000 Penalty: 4890.588867
	Iteration 11Q: 3 clusters Score -2479755 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -2479979.250000 Penalty: 4890.588867
	Iteration 12Q: 3 clusters Score -2479979 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -2480081.500000 Penalty: 4890.588867
	Iteration 13Q: 3 clusters Score -2480082 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -2480133.000000 Penalty: 4890.588867
	Iteration 14Q: 3 clusters Score -2480133 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -2480157.750000 Penalty: 4890.588867
	Iteration 15Q: 3 clusters Score -2480158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -2480178.000000 Penalty: 4890.588867
	Iteration 16Q: 3 clusters Score -2480178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -2480183.500000 Penalty: 4890.588867
	Iteration 17Q: 3 clusters Score -2480184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -2480184.500000 Penalty: 4890.588867
	Iteration 18Q: 3 clusters Score -2480184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -2480188.500000 Penalty: 4890.588867
	Iteration 19Q: 3 clusters Score -2480188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -2480189.250000 Penalty: 4890.588867
	Iteration 20F: 3 clusters Score -2480189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -2480194.750000 Penalty: 4890.588867
	Iteration 21Q: 3 clusters Score -2480195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -2480201.500000 Penalty: 4890.588867
	Iteration 22Q: 3 clusters Score -2480202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -2480202.250000 Penalty: 4890.588867
	Iteration 23Q: 3 clusters Score -2480202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -2480202.250000 Penalty: 4890.588867
	Iteration 24F: 3 clusters Score -2480202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (222266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222266 members 
Entering Unmasked Estep 
Score: -28085808.000000 Penalty: 3053.284180
	Iteration 0F: 2 clusters Score -2.808581e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110598 members 
Mstep: Class 2 contains 111668 members 
Entering Unmasked Estep 
Score: -27952028.000000 Penalty: 6106.568359
	Iteration 0F: 3 clusters Score -2.795203e+07 nChanged 107164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102342 members 
Mstep: Class 2 contains 119924 members 
Entering Unmasked Estep 
Score: -28016674.000000 Penalty: 6106.568359
	Iteration 1F: 3 clusters Score -2.801667e+07 nChanged 8969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96983 members 
Mstep: Class 2 contains 125283 members 
Entering Unmasked Estep 
Score: -28020138.000000 Penalty: 6106.568359
	Iteration 2Q: 3 clusters Score -2.802014e+07 nChanged 11496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88555 members 
Mstep: Class 2 contains 133711 members 
Entering Unmasked Estep 
Score: -28025886.000000 Penalty: 6106.568359
	Iteration 3F: 3 clusters Score -2.802589e+07 nChanged 14821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76122 members 
Mstep: Class 2 contains 146144 members 
Entering Unmasked Estep 
Score: -28035518.000000 Penalty: 6106.568359
	Iteration 4F: 3 clusters Score -2.803552e+07 nChanged 17890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59724 members 
Mstep: Class 2 contains 162542 members 
Entering Unmasked Estep 
Score: -28049702.000000 Penalty: 6106.568359
	Iteration 5F: 3 clusters Score -2.80497e+07 nChanged 18388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 180142 members 
Entering Unmasked Estep 
Score: -28066444.000000 Penalty: 6106.568359
	Iteration 6F: 3 clusters Score -2.806644e+07 nChanged 14771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 194219 members 
Entering Unmasked Estep 
Score: -28079868.000000 Penalty: 6106.568359
	Iteration 7F: 3 clusters Score -2.807987e+07 nChanged 9121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 202322 members 
Entering Unmasked Estep 
Score: -28086780.000000 Penalty: 6106.568359
	Iteration 8Q: 3 clusters Score -2.808678e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 206472 members 
Entering Unmasked Estep 
Score: -28089576.000000 Penalty: 6106.568359
	Iteration 9Q: 3 clusters Score -2.808958e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 208654 members 
Entering Unmasked Estep 
Score: -28090382.000000 Penalty: 6106.568359
	Iteration 10Q: 3 clusters Score -2.809038e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 209899 members 
Entering Unmasked Estep 
Score: -28090822.000000 Penalty: 6106.568359
	Iteration 11Q: 3 clusters Score -2.809082e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 210550 members 
Entering Unmasked Estep 
Score: -28091204.000000 Penalty: 6106.568359
	Iteration 12Q: 3 clusters Score -2.80912e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 210843 members 
Entering Unmasked Estep 
Score: -28091680.000000 Penalty: 6106.568359
	Iteration 13Q: 3 clusters Score -2.809168e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 210901 members 
Entering Unmasked Estep 
Score: -28092070.000000 Penalty: 6106.568359
	Iteration 14Q: 3 clusters Score -2.809207e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 210831 members 
Entering Unmasked Estep 
Score: -28092334.000000 Penalty: 6106.568359
	Iteration 15Q: 3 clusters Score -2.809233e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 210611 members 
Entering Unmasked Estep 
Score: -28092718.000000 Penalty: 6106.568359
	Iteration 16Q: 3 clusters Score -2.809272e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 210331 members 
Entering Unmasked Estep 
Score: -28093188.000000 Penalty: 6106.568359
	Iteration 17Q: 3 clusters Score -2.809319e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 209974 members 
Entering Unmasked Estep 
Score: -28093500.000000 Penalty: 6106.568359
	Iteration 18Q: 3 clusters Score -2.80935e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 209608 members 
Entering Unmasked Estep 
Score: -28093852.000000 Penalty: 6106.568359
	Iteration 19Q: 3 clusters Score -2.809385e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 209245 members 
Entering Unmasked Estep 
Score: -28094206.000000 Penalty: 6106.568359
	Iteration 20F: 3 clusters Score -2.809421e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 208832 members 
Entering Unmasked Estep 
Score: -28094518.000000 Penalty: 6106.568359
	Iteration 21Q: 3 clusters Score -2.809452e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 208456 members 
Entering Unmasked Estep 
Score: -28094720.000000 Penalty: 6106.568359
	Iteration 22Q: 3 clusters Score -2.809472e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 208162 members 
Entering Unmasked Estep 
Score: -28094930.000000 Penalty: 6106.568359
	Iteration 23Q: 3 clusters Score -2.809493e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 207900 members 
Entering Unmasked Estep 
Score: -28095192.000000 Penalty: 6106.568359
	Iteration 24Q: 3 clusters Score -2.809519e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 207635 members 
Entering Unmasked Estep 
Score: -28095250.000000 Penalty: 6106.568359
	Iteration 25Q: 3 clusters Score -2.809525e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 207414 members 
Entering Unmasked Estep 
Score: -28095322.000000 Penalty: 6106.568359
	Iteration 26Q: 3 clusters Score -2.809532e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 207159 members 
Entering Unmasked Estep 
Score: -28095472.000000 Penalty: 6106.568359
	Iteration 27Q: 3 clusters Score -2.809547e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 206943 members 
Entering Unmasked Estep 
Score: -28095590.000000 Penalty: 6106.568359
	Iteration 28Q: 3 clusters Score -2.809559e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 206801 members 
Entering Unmasked Estep 
Score: -28095712.000000 Penalty: 6106.568359
	Iteration 29Q: 3 clusters Score -2.809571e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 206659 members 
Entering Unmasked Estep 
Score: -28095812.000000 Penalty: 6106.568359
	Iteration 30Q: 3 clusters Score -2.809581e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 206531 members 
Entering Unmasked Estep 
Score: -28095834.000000 Penalty: 6106.568359
	Iteration 31Q: 3 clusters Score -2.809583e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 206418 members 
Entering Unmasked Estep 
Score: -28095920.000000 Penalty: 6106.568359
	Iteration 32Q: 3 clusters Score -2.809592e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 206313 members 
Entering Unmasked Estep 
Score: -28095954.000000 Penalty: 6106.568359
	Iteration 33Q: 3 clusters Score -2.809595e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 206237 members 
Entering Unmasked Estep 
Score: -28096020.000000 Penalty: 6106.568359
	Iteration 34Q: 3 clusters Score -2.809602e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 206194 members 
Entering Unmasked Estep 
Score: -28095984.000000 Penalty: 6106.568359
	Iteration 35Q: 3 clusters Score -2.809598e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 206166 members 
Entering Unmasked Estep 
Score: -28096072.000000 Penalty: 6106.568359
	Iteration 36Q: 3 clusters Score -2.809607e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 206173 members 
Entering Unmasked Estep 
Score: -28096234.000000 Penalty: 6106.568359
	Iteration 37Q: 3 clusters Score -2.809623e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 206187 members 
Entering Unmasked Estep 
Score: -28096448.000000 Penalty: 6106.568359
	Iteration 38Q: 3 clusters Score -2.809645e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 206263 members 
Entering Unmasked Estep 
Score: -28096788.000000 Penalty: 6106.568359
	Iteration 39Q: 3 clusters Score -2.809679e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 206388 members 
Entering Unmasked Estep 
Score: -28097350.000000 Penalty: 6106.568359
	Iteration 40F: 3 clusters Score -2.809735e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 206450 members 
Entering Unmasked Estep 
Score: -28098218.000000 Penalty: 6106.568359
	Iteration 41Q: 3 clusters Score -2.809822e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 206431 members 
Entering Unmasked Estep 
Score: -28098894.000000 Penalty: 6106.568359
	Iteration 42Q: 3 clusters Score -2.809889e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 206302 members 
Entering Unmasked Estep 
Score: -28099340.000000 Penalty: 6106.568359
	Iteration 43Q: 3 clusters Score -2.809934e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 206105 members 
Entering Unmasked Estep 
Score: -28099466.000000 Penalty: 6106.568359
	Iteration 44Q: 3 clusters Score -2.809947e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 205855 members 
Entering Unmasked Estep 
Score: -28099656.000000 Penalty: 6106.568359
	Iteration 45Q: 3 clusters Score -2.809966e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 205679 members 
Entering Unmasked Estep 
Score: -28099818.000000 Penalty: 6106.568359
	Iteration 46Q: 3 clusters Score -2.809982e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 205532 members 
Entering Unmasked Estep 
Score: -28099922.000000 Penalty: 6106.568359
	Iteration 47Q: 3 clusters Score -2.809992e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 205417 members 
Entering Unmasked Estep 
Score: -28099944.000000 Penalty: 6106.568359
	Iteration 48Q: 3 clusters Score -2.809994e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 205330 members 
Entering Unmasked Estep 
Score: -28100024.000000 Penalty: 6106.568359
	Iteration 49Q: 3 clusters Score -2.810002e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 205274 members 
Entering Unmasked Estep 
Score: -28099988.000000 Penalty: 6106.568359
	Iteration 50Q: 3 clusters Score -2.809999e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 205236 members 
Entering Unmasked Estep 
Score: -28100002.000000 Penalty: 6106.568359
	Iteration 51Q: 3 clusters Score -2.81e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 205202 members 
Entering Unmasked Estep 
Score: -28100028.000000 Penalty: 6106.568359
	Iteration 52Q: 3 clusters Score -2.810003e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 205167 members 
Entering Unmasked Estep 
Score: -28100044.000000 Penalty: 6106.568359
	Iteration 53Q: 3 clusters Score -2.810004e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 205121 members 
Entering Unmasked Estep 
Score: -28100046.000000 Penalty: 6106.568359
	Iteration 54Q: 3 clusters Score -2.810005e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 205082 members 
Entering Unmasked Estep 
Score: -28100052.000000 Penalty: 6106.568359
	Iteration 55Q: 3 clusters Score -2.810005e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 205056 members 
Entering Unmasked Estep 
Score: -28100054.000000 Penalty: 6106.568359
	Iteration 56Q: 3 clusters Score -2.810005e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 205037 members 
Entering Unmasked Estep 
Score: -28100064.000000 Penalty: 6106.568359
	Iteration 57Q: 3 clusters Score -2.810006e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 205024 members 
Entering Unmasked Estep 
Score: -28100040.000000 Penalty: 6106.568359
	Iteration 58Q: 3 clusters Score -2.810004e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 205008 members 
Entering Unmasked Estep 
Score: -28100038.000000 Penalty: 6106.568359
	Iteration 59Q: 3 clusters Score -2.810004e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 205002 members 
Entering Unmasked Estep 
Score: -28100020.000000 Penalty: 6106.568359
	Iteration 60F: 3 clusters Score -2.810002e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 204999 members 
Entering Unmasked Estep 
Score: -28100002.000000 Penalty: 6106.568359
	Iteration 61Q: 3 clusters Score -2.81e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 204989 members 
Entering Unmasked Estep 
Score: -28100016.000000 Penalty: 6106.568359
	Iteration 62Q: 3 clusters Score -2.810002e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 204981 members 
Entering Unmasked Estep 
Score: -28100020.000000 Penalty: 6106.568359
	Iteration 63Q: 3 clusters Score -2.810002e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 204975 members 
Entering Unmasked Estep 
Score: -28100018.000000 Penalty: 6106.568359
	Iteration 64Q: 3 clusters Score -2.810002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 204970 members 
Entering Unmasked Estep 
Score: -28100024.000000 Penalty: 6106.568359
	Iteration 65Q: 3 clusters Score -2.810002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 204965 members 
Entering Unmasked Estep 
Score: -28100010.000000 Penalty: 6106.568359
	Iteration 66Q: 3 clusters Score -2.810001e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 204961 members 
Entering Unmasked Estep 
Score: -28100030.000000 Penalty: 6106.568359
	Iteration 67Q: 3 clusters Score -2.810003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 204956 members 
Entering Unmasked Estep 
Score: -28100048.000000 Penalty: 6106.568359
	Iteration 68Q: 3 clusters Score -2.810005e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 204954 members 
Entering Unmasked Estep 
Score: -28100052.000000 Penalty: 6106.568359
	Iteration 69Q: 3 clusters Score -2.810005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 204953 members 
Entering Unmasked Estep 
Score: -28100044.000000 Penalty: 6106.568359
	Iteration 70Q: 3 clusters Score -2.810004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 204952 members 
Entering Unmasked Estep 
Score: -28100040.000000 Penalty: 6106.568359
	Iteration 71Q: 3 clusters Score -2.810004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 204951 members 
Entering Unmasked Estep 
Score: -28100054.000000 Penalty: 6106.568359
	Iteration 72Q: 3 clusters Score -2.810005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 204950 members 
Entering Unmasked Estep 
Score: -28100050.000000 Penalty: 6106.568359
	Iteration 73Q: 3 clusters Score -2.810005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 204949 members 
Entering Unmasked Estep 
Score: -28100052.000000 Penalty: 6106.568359
	Iteration 74Q: 3 clusters Score -2.810005e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 204949 members 
Entering Unmasked Estep 
Score: -28100052.000000 Penalty: 6106.568359
	Iteration 75F: 3 clusters Score -2.810005e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 825 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 17317 members 
Mstep: Class 3 contains 37588 members 
Mstep: Class 4 contains 14824 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 7 contains 204949 members 
Mstep: Class 9 contains 1450 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 15 contains 1294 members 
Mstep: Class 16 contains 4692 members 
Mstep: Class 17 contains 152099 members 
Mstep: Class 19 contains 1428 members 
Mstep: Class 20 contains 1172 members 
Mstep: Class 21 contains 2391 members 
Entering Unmasked Estep 
Score: -57685468.000000 Penalty: 48515.113281
Splitting cluster 2 changes total score from -57671112.000000 to -57685468.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 3 (37588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37588 members 
Entering Unmasked Estep 
Score: -4696339.500000 Penalty: 2612.541016
	Iteration 0F: 2 clusters Score -4696340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -4670879.000000 Penalty: 5225.082031
	Iteration 0F: 3 clusters Score -4670879 nChanged 17127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -4680007.000000 Penalty: 5225.082031
	Iteration 1F: 3 clusters Score -4680007 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -4680484.500000 Penalty: 5225.082031
	Iteration 2Q: 3 clusters Score -4680484 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -4680904.500000 Penalty: 5225.082031
	Iteration 3Q: 3 clusters Score -4680904 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -4681291.000000 Penalty: 5225.082031
	Iteration 4Q: 3 clusters Score -4681291 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -4681682.500000 Penalty: 5225.082031
	Iteration 5Q: 3 clusters Score -4681682 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -4682131.500000 Penalty: 5225.082031
	Iteration 6Q: 3 clusters Score -4682132 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -4682599.000000 Penalty: 5225.082031
	Iteration 7Q: 3 clusters Score -4682599 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -4683277.000000 Penalty: 5225.082031
	Iteration 8Q: 3 clusters Score -4683277 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -4684122.500000 Penalty: 5225.082031
	Iteration 9Q: 3 clusters Score -4684122 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -4685210.500000 Penalty: 5225.082031
	Iteration 10F: 3 clusters Score -4685210 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -4686562.000000 Penalty: 5225.082031
	Iteration 11F: 3 clusters Score -4686562 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -4688195.000000 Penalty: 5225.082031
	Iteration 12F: 3 clusters Score -4688195 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -4689804.500000 Penalty: 5225.082031
	Iteration 13F: 3 clusters Score -4689804 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 34592 members 
Entering Unmasked Estep 
Score: -4691418.500000 Penalty: 5225.082031
	Iteration 14Q: 3 clusters Score -4691418 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 35862 members 
Entering Unmasked Estep 
Score: -4692623.000000 Penalty: 5225.082031
	Iteration 15Q: 3 clusters Score -4692623 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
Score: -4693361.000000 Penalty: 5225.082031
	Iteration 16Q: 3 clusters Score -4693361 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 36998 members 
Entering Unmasked Estep 
Score: -4693678.000000 Penalty: 5225.082031
	Iteration 17Q: 3 clusters Score -4693678 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -4693858.000000 Penalty: 5225.082031
	Iteration 18Q: 3 clusters Score -4693858 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -4693915.000000 Penalty: 5225.082031
	Iteration 19Q: 3 clusters Score -4693915 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -4693969.500000 Penalty: 5225.082031
	Iteration 20F: 3 clusters Score -4693970 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -4694008.500000 Penalty: 5225.082031
	Iteration 21Q: 3 clusters Score -4694008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 37305 members 
Entering Unmasked Estep 
Score: -4694016.500000 Penalty: 5225.082031
	Iteration 22Q: 3 clusters Score -4694016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -4694036.500000 Penalty: 5225.082031
	Iteration 23Q: 3 clusters Score -4694036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -4694038.500000 Penalty: 5225.082031
	Iteration 24Q: 3 clusters Score -4694038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -4694043.500000 Penalty: 5225.082031
	Iteration 25Q: 3 clusters Score -4694044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -4694046.000000 Penalty: 5225.082031
	Iteration 26Q: 3 clusters Score -4694046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -4694049.500000 Penalty: 5225.082031
	Iteration 27Q: 3 clusters Score -4694050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -4694048.500000 Penalty: 5225.082031
	Iteration 28Q: 3 clusters Score -4694048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 37324 members 
Entering Unmasked Estep 
Score: -4694048.000000 Penalty: 5225.082031
	Iteration 29Q: 3 clusters Score -4694048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 37331 members 
Entering Unmasked Estep 
Score: -4694052.500000 Penalty: 5225.082031
	Iteration 30Q: 3 clusters Score -4694052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -4694058.000000 Penalty: 5225.082031
	Iteration 31Q: 3 clusters Score -4694058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -4694063.000000 Penalty: 5225.082031
	Iteration 32Q: 3 clusters Score -4694063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 37336 members 
Entering Unmasked Estep 
Score: -4694067.500000 Penalty: 5225.082031
	Iteration 33Q: 3 clusters Score -4694068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -4694074.000000 Penalty: 5225.082031
	Iteration 34Q: 3 clusters Score -4694074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
Score: -4694076.000000 Penalty: 5225.082031
	Iteration 35Q: 3 clusters Score -4694076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
Score: -4694076.000000 Penalty: 5225.082031
	Iteration 36F: 3 clusters Score -4694076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Entering Unmasked Estep 
Score: -1891439.500000 Penalty: 2381.792725
	Iteration 0F: 2 clusters Score -1891440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1880692.500000 Penalty: 4763.585449
	Iteration 0F: 3 clusters Score -1880692 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1884078.000000 Penalty: 4763.585449
	Iteration 1F: 3 clusters Score -1884078 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1884488.375000 Penalty: 4763.585449
	Iteration 2F: 3 clusters Score -1884488 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1884882.250000 Penalty: 4763.585449
	Iteration 3F: 3 clusters Score -1884882 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1885377.625000 Penalty: 4763.585449
	Iteration 4Q: 3 clusters Score -1885378 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1886110.000000 Penalty: 4763.585449
	Iteration 5F: 3 clusters Score -1886110 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1887317.625000 Penalty: 4763.585449
	Iteration 6F: 3 clusters Score -1887318 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1888873.000000 Penalty: 4763.585449
	Iteration 7F: 3 clusters Score -1888873 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1890071.500000 Penalty: 4763.585449
	Iteration 8F: 3 clusters Score -1890072 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1890787.750000 Penalty: 4763.585449
	Iteration 9F: 3 clusters Score -1890788 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1891189.375000 Penalty: 4763.585449
	Iteration 10Q: 3 clusters Score -1891189 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1891510.375000 Penalty: 4763.585449
	Iteration 11Q: 3 clusters Score -1891510 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1891767.125000 Penalty: 4763.585449
	Iteration 12Q: 3 clusters Score -1891767 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1891959.750000 Penalty: 4763.585449
	Iteration 13Q: 3 clusters Score -1891960 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1892128.375000 Penalty: 4763.585449
	Iteration 14Q: 3 clusters Score -1892128 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1892236.625000 Penalty: 4763.585449
	Iteration 15Q: 3 clusters Score -1892237 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1892305.375000 Penalty: 4763.585449
	Iteration 16Q: 3 clusters Score -1892305 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1892363.000000 Penalty: 4763.585449
	Iteration 17Q: 3 clusters Score -1892363 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1892399.625000 Penalty: 4763.585449
	Iteration 18Q: 3 clusters Score -1892400 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1892418.500000 Penalty: 4763.585449
	Iteration 19Q: 3 clusters Score -1892418 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1892431.625000 Penalty: 4763.585449
	Iteration 20F: 3 clusters Score -1892432 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1892441.250000 Penalty: 4763.585449
	Iteration 21Q: 3 clusters Score -1892441 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1892449.125000 Penalty: 4763.585449
	Iteration 22Q: 3 clusters Score -1892449 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1892450.500000 Penalty: 4763.585449
	Iteration 23Q: 3 clusters Score -1892450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1892456.750000 Penalty: 4763.585449
	Iteration 24Q: 3 clusters Score -1892457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1892461.000000 Penalty: 4763.585449
	Iteration 25Q: 3 clusters Score -1892461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1892460.125000 Penalty: 4763.585449
	Iteration 26Q: 3 clusters Score -1892460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1892460.250000 Penalty: 4763.585449
	Iteration 27Q: 3 clusters Score -1892460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1892461.500000 Penalty: 4763.585449
	Iteration 28Q: 3 clusters Score -1892462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1892461.375000 Penalty: 4763.585449
	Iteration 29Q: 3 clusters Score -1892461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1892459.125000 Penalty: 4763.585449
	Iteration 30Q: 3 clusters Score -1892459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1892468.375000 Penalty: 4763.585449
	Iteration 31Q: 3 clusters Score -1892468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1892467.375000 Penalty: 4763.585449
	Iteration 32Q: 3 clusters Score -1892467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1892467.375000 Penalty: 4763.585449
	Iteration 33F: 3 clusters Score -1892467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 825 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 17317 members 
Mstep: Class 3 contains 37588 members 
Mstep: Class 4 contains 12467 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 7 contains 204949 members 
Mstep: Class 8 contains 2357 members 
Mstep: Class 9 contains 1450 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 15 contains 1294 members 
Mstep: Class 16 contains 4692 members 
Mstep: Class 17 contains 152099 members 
Mstep: Class 19 contains 1428 members 
Mstep: Class 20 contains 1172 members 
Mstep: Class 21 contains 2391 members 
Entering Unmasked Estep 
Score: -57685752.000000 Penalty: 51749.457031
Splitting cluster 4 changes total score from -57671112.000000 to -57685752.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 5 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -35258.425781 Penalty: 1418.637329
	Iteration 0F: 2 clusters Score -35258.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -33970.765625 Penalty: 2837.274658
	Iteration 0F: 3 clusters Score -33970.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -34100.910156 Penalty: 2837.274658
	Iteration 1F: 3 clusters Score -34100.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -34140.324219 Penalty: 2837.274658
	Iteration 2Q: 3 clusters Score -34140.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -34160.199219 Penalty: 2837.274658
	Iteration 3Q: 3 clusters Score -34160.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34162.257812 Penalty: 2837.274658
	Iteration 4Q: 3 clusters Score -34162.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34167.175781 Penalty: 2837.274658
	Iteration 5Q: 3 clusters Score -34167.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34169.433594 Penalty: 2837.274658
	Iteration 6Q: 3 clusters Score -34169.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -34187.769531 Penalty: 2837.274658
	Iteration 7Q: 3 clusters Score -34187.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -34187.769531 Penalty: 2837.274658
	Iteration 8F: 3 clusters Score -34187.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Entering Unmasked Estep 
Score: -135933.578125 Penalty: 1780.090088
	Iteration 0F: 2 clusters Score -135933.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -134059.343750 Penalty: 3560.180176
	Iteration 0F: 3 clusters Score -134059.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -135458.187500 Penalty: 3560.180176
	Iteration 1F: 3 clusters Score -135458.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -136361.609375 Penalty: 3560.180176
	Iteration 2F: 3 clusters Score -136361.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -137099.171875 Penalty: 3560.180176
	Iteration 3F: 3 clusters Score -137099.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -137403.906250 Penalty: 3560.180176
	Iteration 4Q: 3 clusters Score -137403.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -137577.203125 Penalty: 3560.180176
	Iteration 5Q: 3 clusters Score -137577.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -137986.578125 Penalty: 3560.180176
	Iteration 6Q: 3 clusters Score -137986.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -138090.968750 Penalty: 3560.180176
	Iteration 7Q: 3 clusters Score -138091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -138116.531250 Penalty: 3560.180176
	Iteration 8Q: 3 clusters Score -138116.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -138133.671875 Penalty: 3560.180176
	Iteration 9Q: 3 clusters Score -138133.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -138149.375000 Penalty: 3560.180176
	Iteration 10Q: 3 clusters Score -138149.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -138167.359375 Penalty: 3560.180176
	Iteration 11Q: 3 clusters Score -138167.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -138196.781250 Penalty: 3560.180176
	Iteration 12Q: 3 clusters Score -138196.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -138237.687500 Penalty: 3560.180176
	Iteration 13Q: 3 clusters Score -138237.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -138303.031250 Penalty: 3560.180176
	Iteration 14Q: 3 clusters Score -138303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -138381.906250 Penalty: 3560.180176
	Iteration 15Q: 3 clusters Score -138381.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -138382.625000 Penalty: 3560.180176
	Iteration 16Q: 3 clusters Score -138382.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -138385.312500 Penalty: 3560.180176
	Iteration 17Q: 3 clusters Score -138385.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -138386.953125 Penalty: 3560.180176
	Iteration 18Q: 3 clusters Score -138387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -138386.953125 Penalty: 3560.180176
	Iteration 19F: 3 clusters Score -138387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 825 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 17317 members 
Mstep: Class 3 contains 37588 members 
Mstep: Class 4 contains 12467 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 921 members 
Mstep: Class 7 contains 204949 members 
Mstep: Class 8 contains 2357 members 
Mstep: Class 9 contains 1450 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 15 contains 1294 members 
Mstep: Class 16 contains 4692 members 
Mstep: Class 17 contains 152099 members 
Mstep: Class 19 contains 1428 members 
Mstep: Class 20 contains 1172 members 
Mstep: Class 21 contains 2391 members 
Entering Unmasked Estep 
Score: -57686780.000000 Penalty: 54983.796875
Splitting cluster 6 changes total score from -57671112.000000 to -57686780.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 9 (1450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Entering Unmasked Estep 
Score: -182700.890625 Penalty: 1805.271118
	Iteration 0F: 2 clusters Score -182700.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -180412.515625 Penalty: 3610.542236
	Iteration 0F: 3 clusters Score -180412.5 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -180762.843750 Penalty: 3610.542236
	Iteration 1F: 3 clusters Score -180762.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -180867.156250 Penalty: 3610.542236
	Iteration 2F: 3 clusters Score -180867.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -180933.296875 Penalty: 3610.542236
	Iteration 3Q: 3 clusters Score -180933.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -180977.734375 Penalty: 3610.542236
	Iteration 4Q: 3 clusters Score -180977.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -181008.125000 Penalty: 3610.542236
	Iteration 5Q: 3 clusters Score -181008.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -181040.171875 Penalty: 3610.542236
	Iteration 6Q: 3 clusters Score -181040.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -181056.812500 Penalty: 3610.542236
	Iteration 7Q: 3 clusters Score -181056.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -181070.515625 Penalty: 3610.542236
	Iteration 8Q: 3 clusters Score -181070.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -181084.265625 Penalty: 3610.542236
	Iteration 9Q: 3 clusters Score -181084.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -181092.468750 Penalty: 3610.542236
	Iteration 10Q: 3 clusters Score -181092.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -181098.000000 Penalty: 3610.542236
	Iteration 11Q: 3 clusters Score -181098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -181102.250000 Penalty: 3610.542236
	Iteration 12Q: 3 clusters Score -181102.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -181114.406250 Penalty: 3610.542236
	Iteration 13Q: 3 clusters Score -181114.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -181128.218750 Penalty: 3610.542236
	Iteration 14Q: 3 clusters Score -181128.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -181146.640625 Penalty: 3610.542236
	Iteration 15Q: 3 clusters Score -181146.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -181157.734375 Penalty: 3610.542236
	Iteration 16Q: 3 clusters Score -181157.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -181163.875000 Penalty: 3610.542236
	Iteration 17Q: 3 clusters Score -181163.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -181166.421875 Penalty: 3610.542236
	Iteration 18Q: 3 clusters Score -181166.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -181172.140625 Penalty: 3610.542236
	Iteration 19Q: 3 clusters Score -181172.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -181178.250000 Penalty: 3610.542236
	Iteration 20F: 3 clusters Score -181178.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -181183.906250 Penalty: 3610.542236
	Iteration 21Q: 3 clusters Score -181183.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -181189.875000 Penalty: 3610.542236
	Iteration 22Q: 3 clusters Score -181189.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -181200.156250 Penalty: 3610.542236
	Iteration 23Q: 3 clusters Score -181200.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -181217.187500 Penalty: 3610.542236
	Iteration 24Q: 3 clusters Score -181217.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -181236.078125 Penalty: 3610.542236
	Iteration 25Q: 3 clusters Score -181236.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -181250.015625 Penalty: 3610.542236
	Iteration 26Q: 3 clusters Score -181250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -181264.656250 Penalty: 3610.542236
	Iteration 27Q: 3 clusters Score -181264.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -181289.562500 Penalty: 3610.542236
	Iteration 28Q: 3 clusters Score -181289.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -181314.546875 Penalty: 3610.542236
	Iteration 29Q: 3 clusters Score -181314.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -181338.921875 Penalty: 3610.542236
	Iteration 30Q: 3 clusters Score -181338.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -181351.093750 Penalty: 3610.542236
	Iteration 31Q: 3 clusters Score -181351.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -181365.031250 Penalty: 3610.542236
	Iteration 32Q: 3 clusters Score -181365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -181374.562500 Penalty: 3610.542236
	Iteration 33Q: 3 clusters Score -181374.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -181382.265625 Penalty: 3610.542236
	Iteration 34Q: 3 clusters Score -181382.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -181386.187500 Penalty: 3610.542236
	Iteration 35Q: 3 clusters Score -181386.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -181390.265625 Penalty: 3610.542236
	Iteration 36Q: 3 clusters Score -181390.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -181393.437500 Penalty: 3610.542236
	Iteration 37Q: 3 clusters Score -181393.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -181398.843750 Penalty: 3610.542236
	Iteration 38Q: 3 clusters Score -181398.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -181405.562500 Penalty: 3610.542236
	Iteration 39Q: 3 clusters Score -181405.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -181412.531250 Penalty: 3610.542236
	Iteration 40F: 3 clusters Score -181412.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -181422.265625 Penalty: 3610.542236
	Iteration 41Q: 3 clusters Score -181422.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -181434.906250 Penalty: 3610.542236
	Iteration 42Q: 3 clusters Score -181434.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -181443.906250 Penalty: 3610.542236
	Iteration 43Q: 3 clusters Score -181443.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -181452.609375 Penalty: 3610.542236
	Iteration 44Q: 3 clusters Score -181452.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -181462.109375 Penalty: 3610.542236
	Iteration 45Q: 3 clusters Score -181462.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -181478.859375 Penalty: 3610.542236
	Iteration 46Q: 3 clusters Score -181478.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -181501.546875 Penalty: 3610.542236
	Iteration 47Q: 3 clusters Score -181501.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -181529.531250 Penalty: 3610.542236
	Iteration 48Q: 3 clusters Score -181529.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -181554.187500 Penalty: 3610.542236
	Iteration 49Q: 3 clusters Score -181554.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -181568.296875 Penalty: 3610.542236
	Iteration 50Q: 3 clusters Score -181568.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -181575.359375 Penalty: 3610.542236
	Iteration 51Q: 3 clusters Score -181575.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -181583.671875 Penalty: 3610.542236
	Iteration 52Q: 3 clusters Score -181583.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -181587.234375 Penalty: 3610.542236
	Iteration 53Q: 3 clusters Score -181587.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -181596.296875 Penalty: 3610.542236
	Iteration 54Q: 3 clusters Score -181596.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -181603.562500 Penalty: 3610.542236
	Iteration 55Q: 3 clusters Score -181603.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -181604.796875 Penalty: 3610.542236
	Iteration 56Q: 3 clusters Score -181604.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -181606.796875 Penalty: 3610.542236
	Iteration 57Q: 3 clusters Score -181606.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -181606.796875 Penalty: 3610.542236
	Iteration 58F: 3 clusters Score -181606.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -49753.320312 Penalty: 1518.921509
	Iteration 0F: 2 clusters Score -49753.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -48441.675781 Penalty: 3037.843018
	Iteration 0F: 3 clusters Score -48441.68 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -48719.257812 Penalty: 3037.843018
	Iteration 1F: 3 clusters Score -48719.26 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -49053.953125 Penalty: 3037.843018
	Iteration 2F: 3 clusters Score -49053.95 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -49345.023438 Penalty: 3037.843018
	Iteration 3F: 3 clusters Score -49345.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -49592.007812 Penalty: 3037.843018
	Iteration 4F: 3 clusters Score -49592.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -49764.582031 Penalty: 3037.843018
	Iteration 5Q: 3 clusters Score -49764.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -49804.621094 Penalty: 3037.843018
	Iteration 6Q: 3 clusters Score -49804.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -49814.058594 Penalty: 3037.843018
	Iteration 7Q: 3 clusters Score -49814.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -49817.390625 Penalty: 3037.843018
	Iteration 8Q: 3 clusters Score -49817.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -49820.539062 Penalty: 3037.843018
	Iteration 9Q: 3 clusters Score -49820.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -49820.539062 Penalty: 3037.843018
	Iteration 10F: 3 clusters Score -49820.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 825 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 17317 members 
Mstep: Class 3 contains 37588 members 
Mstep: Class 4 contains 12467 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 921 members 
Mstep: Class 7 contains 204949 members 
Mstep: Class 8 contains 2357 members 
Mstep: Class 9 contains 1450 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 111 members 
Mstep: Class 15 contains 1294 members 
Mstep: Class 16 contains 4692 members 
Mstep: Class 17 contains 152099 members 
Mstep: Class 19 contains 1428 members 
Mstep: Class 20 contains 1172 members 
Mstep: Class 21 contains 2391 members 
Entering Unmasked Estep 
Score: -57685144.000000 Penalty: 58218.136719
Splitting cluster 10 changes total score from -57671112.000000 to -57685144.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 15 (1294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Entering Unmasked Estep 
Score: -162120.609375 Penalty: 1777.042358
	Iteration 0F: 2 clusters Score -162120.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -159934.015625 Penalty: 3554.084717
	Iteration 0F: 3 clusters Score -159934 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -160240.906250 Penalty: 3554.084717
	Iteration 1F: 3 clusters Score -160240.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -160348.203125 Penalty: 3554.084717
	Iteration 2F: 3 clusters Score -160348.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -160392.625000 Penalty: 3554.084717
	Iteration 3Q: 3 clusters Score -160392.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -160414.078125 Penalty: 3554.084717
	Iteration 4Q: 3 clusters Score -160414.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -160430.171875 Penalty: 3554.084717
	Iteration 5Q: 3 clusters Score -160430.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -160434.890625 Penalty: 3554.084717
	Iteration 6Q: 3 clusters Score -160434.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -160443.484375 Penalty: 3554.084717
	Iteration 7Q: 3 clusters Score -160443.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -160450.296875 Penalty: 3554.084717
	Iteration 8Q: 3 clusters Score -160450.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -160451.875000 Penalty: 3554.084717
	Iteration 9Q: 3 clusters Score -160451.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -160454.093750 Penalty: 3554.084717
	Iteration 10Q: 3 clusters Score -160454.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -160454.093750 Penalty: 3554.084717
	Iteration 11F: 3 clusters Score -160454.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Entering Unmasked Estep 
Score: -608057.125000 Penalty: 2096.496338
	Iteration 0F: 2 clusters Score -608057.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -603747.062500 Penalty: 4192.992676
	Iteration 0F: 3 clusters Score -603747.1 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -604707.187500 Penalty: 4192.992676
	Iteration 1F: 3 clusters Score -604707.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -604899.250000 Penalty: 4192.992676
	Iteration 2F: 3 clusters Score -604899.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -605020.562500 Penalty: 4192.992676
	Iteration 3Q: 3 clusters Score -605020.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -605092.125000 Penalty: 4192.992676
	Iteration 4Q: 3 clusters Score -605092.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -605144.500000 Penalty: 4192.992676
	Iteration 5Q: 3 clusters Score -605144.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -605184.875000 Penalty: 4192.992676
	Iteration 6Q: 3 clusters Score -605184.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -605218.500000 Penalty: 4192.992676
	Iteration 7Q: 3 clusters Score -605218.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -605242.937500 Penalty: 4192.992676
	Iteration 8Q: 3 clusters Score -605242.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -605262.437500 Penalty: 4192.992676
	Iteration 9Q: 3 clusters Score -605262.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -605280.937500 Penalty: 4192.992676
	Iteration 10Q: 3 clusters Score -605280.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -605298.437500 Penalty: 4192.992676
	Iteration 11Q: 3 clusters Score -605298.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -605310.437500 Penalty: 4192.992676
	Iteration 12Q: 3 clusters Score -605310.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -605319.687500 Penalty: 4192.992676
	Iteration 13Q: 3 clusters Score -605319.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -605333.000000 Penalty: 4192.992676
	Iteration 14Q: 3 clusters Score -605333 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -605347.062500 Penalty: 4192.992676
	Iteration 15Q: 3 clusters Score -605347.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -605361.312500 Penalty: 4192.992676
	Iteration 16Q: 3 clusters Score -605361.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -605374.437500 Penalty: 4192.992676
	Iteration 17Q: 3 clusters Score -605374.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -605385.812500 Penalty: 4192.992676
	Iteration 18Q: 3 clusters Score -605385.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -605396.312500 Penalty: 4192.992676
	Iteration 19Q: 3 clusters Score -605396.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -605408.750000 Penalty: 4192.992676
	Iteration 20F: 3 clusters Score -605408.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -605418.062500 Penalty: 4192.992676
	Iteration 21Q: 3 clusters Score -605418.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -605425.562500 Penalty: 4192.992676
	Iteration 22Q: 3 clusters Score -605425.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -605431.312500 Penalty: 4192.992676
	Iteration 23Q: 3 clusters Score -605431.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -605436.562500 Penalty: 4192.992676
	Iteration 24Q: 3 clusters Score -605436.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -605440.750000 Penalty: 4192.992676
	Iteration 25Q: 3 clusters Score -605440.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -605447.625000 Penalty: 4192.992676
	Iteration 26Q: 3 clusters Score -605447.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -605452.250000 Penalty: 4192.992676
	Iteration 27Q: 3 clusters Score -605452.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -605454.000000 Penalty: 4192.992676
	Iteration 28Q: 3 clusters Score -605454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -605458.625000 Penalty: 4192.992676
	Iteration 29Q: 3 clusters Score -605458.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -605463.312500 Penalty: 4192.992676
	Iteration 30Q: 3 clusters Score -605463.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -605467.750000 Penalty: 4192.992676
	Iteration 31Q: 3 clusters Score -605467.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -605471.937500 Penalty: 4192.992676
	Iteration 32Q: 3 clusters Score -605471.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -605477.875000 Penalty: 4192.992676
	Iteration 33Q: 3 clusters Score -605477.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -605482.125000 Penalty: 4192.992676
	Iteration 34Q: 3 clusters Score -605482.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -605485.500000 Penalty: 4192.992676
	Iteration 35Q: 3 clusters Score -605485.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -605485.437500 Penalty: 4192.992676
	Iteration 36Q: 3 clusters Score -605485.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -605488.312500 Penalty: 4192.992676
	Iteration 37Q: 3 clusters Score -605488.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -605489.437500 Penalty: 4192.992676
	Iteration 38Q: 3 clusters Score -605489.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -605493.750000 Penalty: 4192.992676
	Iteration 39Q: 3 clusters Score -605493.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -605499.062500 Penalty: 4192.992676
	Iteration 40F: 3 clusters Score -605499.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -605501.250000 Penalty: 4192.992676
	Iteration 41Q: 3 clusters Score -605501.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -605503.875000 Penalty: 4192.992676
	Iteration 42Q: 3 clusters Score -605503.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -605505.625000 Penalty: 4192.992676
	Iteration 43Q: 3 clusters Score -605505.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -605506.062500 Penalty: 4192.992676
	Iteration 44Q: 3 clusters Score -605506.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -605510.500000 Penalty: 4192.992676
	Iteration 45Q: 3 clusters Score -605510.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -605512.437500 Penalty: 4192.992676
	Iteration 46Q: 3 clusters Score -605512.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -605515.562500 Penalty: 4192.992676
	Iteration 47Q: 3 clusters Score -605515.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -605518.437500 Penalty: 4192.992676
	Iteration 48Q: 3 clusters Score -605518.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -605520.625000 Penalty: 4192.992676
	Iteration 49Q: 3 clusters Score -605520.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -605521.875000 Penalty: 4192.992676
	Iteration 50Q: 3 clusters Score -605521.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -605525.125000 Penalty: 4192.992676
	Iteration 51Q: 3 clusters Score -605525.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -605526.125000 Penalty: 4192.992676
	Iteration 52Q: 3 clusters Score -605526.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -605528.562500 Penalty: 4192.992676
	Iteration 53Q: 3 clusters Score -605528.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -605532.062500 Penalty: 4192.992676
	Iteration 54Q: 3 clusters Score -605532.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -605538.125000 Penalty: 4192.992676
	Iteration 55Q: 3 clusters Score -605538.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -605542.687500 Penalty: 4192.992676
	Iteration 56Q: 3 clusters Score -605542.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -605547.875000 Penalty: 4192.992676
	Iteration 57Q: 3 clusters Score -605547.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -605551.125000 Penalty: 4192.992676
	Iteration 58Q: 3 clusters Score -605551.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -605556.750000 Penalty: 4192.992676
	Iteration 59Q: 3 clusters Score -605556.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -605563.687500 Penalty: 4192.992676
	Iteration 60F: 3 clusters Score -605563.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -605572.500000 Penalty: 4192.992676
	Iteration 61Q: 3 clusters Score -605572.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -605582.750000 Penalty: 4192.992676
	Iteration 62Q: 3 clusters Score -605582.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -605591.000000 Penalty: 4192.992676
	Iteration 63Q: 3 clusters Score -605591 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -605601.812500 Penalty: 4192.992676
	Iteration 64Q: 3 clusters Score -605601.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -605612.125000 Penalty: 4192.992676
	Iteration 65Q: 3 clusters Score -605612.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -605619.312500 Penalty: 4192.992676
	Iteration 66Q: 3 clusters Score -605619.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -605625.125000 Penalty: 4192.992676
	Iteration 67Q: 3 clusters Score -605625.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -605631.312500 Penalty: 4192.992676
	Iteration 68Q: 3 clusters Score -605631.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -605640.875000 Penalty: 4192.992676
	Iteration 69Q: 3 clusters Score -605640.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -605646.750000 Penalty: 4192.992676
	Iteration 70Q: 3 clusters Score -605646.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -605655.000000 Penalty: 4192.992676
	Iteration 71Q: 3 clusters Score -605655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -605660.562500 Penalty: 4192.992676
	Iteration 72Q: 3 clusters Score -605660.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -605669.125000 Penalty: 4192.992676
	Iteration 73Q: 3 clusters Score -605669.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -605676.937500 Penalty: 4192.992676
	Iteration 74Q: 3 clusters Score -605676.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -605682.937500 Penalty: 4192.992676
	Iteration 75Q: 3 clusters Score -605682.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -605687.875000 Penalty: 4192.992676
	Iteration 76Q: 3 clusters Score -605687.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -605693.312500 Penalty: 4192.992676
	Iteration 77Q: 3 clusters Score -605693.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -605697.500000 Penalty: 4192.992676
	Iteration 78Q: 3 clusters Score -605697.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -605700.125000 Penalty: 4192.992676
	Iteration 79Q: 3 clusters Score -605700.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -605699.687500 Penalty: 4192.992676
	Iteration 80F: 3 clusters Score -605699.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -605700.187500 Penalty: 4192.992676
	Iteration 81Q: 3 clusters Score -605700.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -605700.187500 Penalty: 4192.992676
	Iteration 82F: 3 clusters Score -605700.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (152099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152099 members 
Entering Unmasked Estep 
Score: -19385490.000000 Penalty: 2959.207275
	Iteration 0F: 2 clusters Score -1.938549e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76095 members 
Mstep: Class 2 contains 76004 members 
Entering Unmasked Estep 
Score: -19285476.000000 Penalty: 5918.414551
	Iteration 0F: 3 clusters Score -1.928548e+07 nChanged 72615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77514 members 
Mstep: Class 2 contains 74585 members 
Entering Unmasked Estep 
Score: -19330016.000000 Penalty: 5918.414551
	Iteration 1F: 3 clusters Score -1.933002e+07 nChanged 7723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78841 members 
Mstep: Class 2 contains 73258 members 
Entering Unmasked Estep 
Score: -19334818.000000 Penalty: 5918.414551
	Iteration 2F: 3 clusters Score -1.933482e+07 nChanged 9531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80996 members 
Mstep: Class 2 contains 71103 members 
Entering Unmasked Estep 
Score: -19341994.000000 Penalty: 5918.414551
	Iteration 3F: 3 clusters Score -1.934199e+07 nChanged 10916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83814 members 
Mstep: Class 2 contains 68285 members 
Entering Unmasked Estep 
Score: -19350136.000000 Penalty: 5918.414551
	Iteration 4F: 3 clusters Score -1.935014e+07 nChanged 11009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86303 members 
Mstep: Class 2 contains 65796 members 
Entering Unmasked Estep 
Score: -19358086.000000 Penalty: 5918.414551
	Iteration 5F: 3 clusters Score -1.935809e+07 nChanged 10202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87813 members 
Mstep: Class 2 contains 64286 members 
Entering Unmasked Estep 
Score: -19364768.000000 Penalty: 5918.414551
	Iteration 6F: 3 clusters Score -1.936477e+07 nChanged 8775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88732 members 
Mstep: Class 2 contains 63367 members 
Entering Unmasked Estep 
Score: -19369804.000000 Penalty: 5918.414551
	Iteration 7F: 3 clusters Score -1.93698e+07 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89364 members 
Mstep: Class 2 contains 62735 members 
Entering Unmasked Estep 
Score: -19373004.000000 Penalty: 5918.414551
	Iteration 8Q: 3 clusters Score -1.9373e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89792 members 
Mstep: Class 2 contains 62307 members 
Entering Unmasked Estep 
Score: -19374422.000000 Penalty: 5918.414551
	Iteration 9Q: 3 clusters Score -1.937442e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90225 members 
Mstep: Class 2 contains 61874 members 
Entering Unmasked Estep 
Score: -19375162.000000 Penalty: 5918.414551
	Iteration 10Q: 3 clusters Score -1.937516e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90721 members 
Mstep: Class 2 contains 61378 members 
Entering Unmasked Estep 
Score: -19375600.000000 Penalty: 5918.414551
	Iteration 11Q: 3 clusters Score -1.93756e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91267 members 
Mstep: Class 2 contains 60832 members 
Entering Unmasked Estep 
Score: -19375880.000000 Penalty: 5918.414551
	Iteration 12Q: 3 clusters Score -1.937588e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91833 members 
Mstep: Class 2 contains 60266 members 
Entering Unmasked Estep 
Score: -19376022.000000 Penalty: 5918.414551
	Iteration 13Q: 3 clusters Score -1.937602e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92415 members 
Mstep: Class 2 contains 59684 members 
Entering Unmasked Estep 
Score: -19376014.000000 Penalty: 5918.414551
	Iteration 14Q: 3 clusters Score -1.937601e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92992 members 
Mstep: Class 2 contains 59107 members 
Entering Unmasked Estep 
Score: -19376204.000000 Penalty: 5918.414551
	Iteration 15Q: 3 clusters Score -1.93762e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93588 members 
Mstep: Class 2 contains 58511 members 
Entering Unmasked Estep 
Score: -19376300.000000 Penalty: 5918.414551
	Iteration 16Q: 3 clusters Score -1.93763e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94209 members 
Mstep: Class 2 contains 57890 members 
Entering Unmasked Estep 
Score: -19376462.000000 Penalty: 5918.414551
	Iteration 17Q: 3 clusters Score -1.937646e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94895 members 
Mstep: Class 2 contains 57204 members 
Entering Unmasked Estep 
Score: -19376512.000000 Penalty: 5918.414551
	Iteration 18Q: 3 clusters Score -1.937651e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95626 members 
Mstep: Class 2 contains 56473 members 
Entering Unmasked Estep 
Score: -19376678.000000 Penalty: 5918.414551
	Iteration 19Q: 3 clusters Score -1.937668e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96336 members 
Mstep: Class 2 contains 55763 members 
Entering Unmasked Estep 
Score: -19376784.000000 Penalty: 5918.414551
	Iteration 20F: 3 clusters Score -1.937678e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97143 members 
Mstep: Class 2 contains 54956 members 
Entering Unmasked Estep 
Score: -19376886.000000 Penalty: 5918.414551
	Iteration 21Q: 3 clusters Score -1.937689e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97945 members 
Mstep: Class 2 contains 54154 members 
Entering Unmasked Estep 
Score: -19376922.000000 Penalty: 5918.414551
	Iteration 22Q: 3 clusters Score -1.937692e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98792 members 
Mstep: Class 2 contains 53307 members 
Entering Unmasked Estep 
Score: -19377040.000000 Penalty: 5918.414551
	Iteration 23Q: 3 clusters Score -1.937704e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99625 members 
Mstep: Class 2 contains 52474 members 
Entering Unmasked Estep 
Score: -19377088.000000 Penalty: 5918.414551
	Iteration 24Q: 3 clusters Score -1.937709e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100489 members 
Mstep: Class 2 contains 51610 members 
Entering Unmasked Estep 
Score: -19377264.000000 Penalty: 5918.414551
	Iteration 25Q: 3 clusters Score -1.937726e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101343 members 
Mstep: Class 2 contains 50756 members 
Entering Unmasked Estep 
Score: -19377330.000000 Penalty: 5918.414551
	Iteration 26Q: 3 clusters Score -1.937733e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102286 members 
Mstep: Class 2 contains 49813 members 
Entering Unmasked Estep 
Score: -19377444.000000 Penalty: 5918.414551
	Iteration 27Q: 3 clusters Score -1.937744e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103315 members 
Mstep: Class 2 contains 48784 members 
Entering Unmasked Estep 
Score: -19377620.000000 Penalty: 5918.414551
	Iteration 28Q: 3 clusters Score -1.937762e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104378 members 
Mstep: Class 2 contains 47721 members 
Entering Unmasked Estep 
Score: -19377742.000000 Penalty: 5918.414551
	Iteration 29Q: 3 clusters Score -1.937774e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105496 members 
Mstep: Class 2 contains 46603 members 
Entering Unmasked Estep 
Score: -19377926.000000 Penalty: 5918.414551
	Iteration 30Q: 3 clusters Score -1.937793e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106680 members 
Mstep: Class 2 contains 45419 members 
Entering Unmasked Estep 
Score: -19378036.000000 Penalty: 5918.414551
	Iteration 31Q: 3 clusters Score -1.937804e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107946 members 
Mstep: Class 2 contains 44153 members 
Entering Unmasked Estep 
Score: -19378282.000000 Penalty: 5918.414551
	Iteration 32Q: 3 clusters Score -1.937828e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109247 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
Score: -19378516.000000 Penalty: 5918.414551
	Iteration 33Q: 3 clusters Score -1.937852e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110643 members 
Mstep: Class 2 contains 41456 members 
Entering Unmasked Estep 
Score: -19378838.000000 Penalty: 5918.414551
	Iteration 34Q: 3 clusters Score -1.937884e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112190 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -19379060.000000 Penalty: 5918.414551
	Iteration 35Q: 3 clusters Score -1.937906e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113809 members 
Mstep: Class 2 contains 38290 members 
Entering Unmasked Estep 
Score: -19379394.000000 Penalty: 5918.414551
	Iteration 36Q: 3 clusters Score -1.937939e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115543 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
Score: -19379698.000000 Penalty: 5918.414551
	Iteration 37Q: 3 clusters Score -1.93797e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117300 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -19380120.000000 Penalty: 5918.414551
	Iteration 38Q: 3 clusters Score -1.938012e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119103 members 
Mstep: Class 2 contains 32996 members 
Entering Unmasked Estep 
Score: -19380742.000000 Penalty: 5918.414551
	Iteration 39Q: 3 clusters Score -1.938074e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120957 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -19381212.000000 Penalty: 5918.414551
	Iteration 40F: 3 clusters Score -1.938121e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122798 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -19381856.000000 Penalty: 5918.414551
	Iteration 41Q: 3 clusters Score -1.938186e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124645 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -19382434.000000 Penalty: 5918.414551
	Iteration 42Q: 3 clusters Score -1.938243e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126389 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -19382994.000000 Penalty: 5918.414551
	Iteration 43Q: 3 clusters Score -1.938299e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128127 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -19383552.000000 Penalty: 5918.414551
	Iteration 44Q: 3 clusters Score -1.938355e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129775 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -19384162.000000 Penalty: 5918.414551
	Iteration 45Q: 3 clusters Score -1.938416e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131308 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -19384592.000000 Penalty: 5918.414551
	Iteration 46Q: 3 clusters Score -1.938459e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132726 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -19385106.000000 Penalty: 5918.414551
	Iteration 47Q: 3 clusters Score -1.938511e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134076 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -19385612.000000 Penalty: 5918.414551
	Iteration 48Q: 3 clusters Score -1.938561e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135289 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -19386038.000000 Penalty: 5918.414551
	Iteration 49Q: 3 clusters Score -1.938604e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136353 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -19386304.000000 Penalty: 5918.414551
	Iteration 50Q: 3 clusters Score -1.93863e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137278 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -19386636.000000 Penalty: 5918.414551
	Iteration 51Q: 3 clusters Score -1.938664e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138048 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -19386810.000000 Penalty: 5918.414551
	Iteration 52Q: 3 clusters Score -1.938681e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138708 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -19386898.000000 Penalty: 5918.414551
	Iteration 53Q: 3 clusters Score -1.93869e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139290 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -19386924.000000 Penalty: 5918.414551
	Iteration 54Q: 3 clusters Score -1.938692e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139792 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -19386994.000000 Penalty: 5918.414551
	Iteration 55Q: 3 clusters Score -1.938699e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140246 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -19387044.000000 Penalty: 5918.414551
	Iteration 56Q: 3 clusters Score -1.938704e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140653 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -19387112.000000 Penalty: 5918.414551
	Iteration 57Q: 3 clusters Score -1.938711e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141016 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -19387178.000000 Penalty: 5918.414551
	Iteration 58Q: 3 clusters Score -1.938718e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141378 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -19387246.000000 Penalty: 5918.414551
	Iteration 59Q: 3 clusters Score -1.938725e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141700 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -19387262.000000 Penalty: 5918.414551
	Iteration 60F: 3 clusters Score -1.938726e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141984 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -19387266.000000 Penalty: 5918.414551
	Iteration 61Q: 3 clusters Score -1.938727e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142260 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -19387326.000000 Penalty: 5918.414551
	Iteration 62Q: 3 clusters Score -1.938733e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142501 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -19387316.000000 Penalty: 5918.414551
	Iteration 63Q: 3 clusters Score -1.938732e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142700 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -19387330.000000 Penalty: 5918.414551
	Iteration 64Q: 3 clusters Score -1.938733e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142864 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -19387310.000000 Penalty: 5918.414551
	Iteration 65Q: 3 clusters Score -1.938731e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142995 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -19387320.000000 Penalty: 5918.414551
	Iteration 66Q: 3 clusters Score -1.938732e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143110 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -19387280.000000 Penalty: 5918.414551
	Iteration 67Q: 3 clusters Score -1.938728e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143225 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -19387326.000000 Penalty: 5918.414551
	Iteration 68Q: 3 clusters Score -1.938733e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143327 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -19387322.000000 Penalty: 5918.414551
	Iteration 69Q: 3 clusters Score -1.938732e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143402 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -19387324.000000 Penalty: 5918.414551
	Iteration 70Q: 3 clusters Score -1.938732e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143468 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -19387314.000000 Penalty: 5918.414551
	Iteration 71Q: 3 clusters Score -1.938731e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143527 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -19387344.000000 Penalty: 5918.414551
	Iteration 72Q: 3 clusters Score -1.938734e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143583 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -19387342.000000 Penalty: 5918.414551
	Iteration 73Q: 3 clusters Score -1.938734e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143628 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -19387338.000000 Penalty: 5918.414551
	Iteration 74Q: 3 clusters Score -1.938734e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143664 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -19387322.000000 Penalty: 5918.414551
	Iteration 75Q: 3 clusters Score -1.938732e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143700 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -19387304.000000 Penalty: 5918.414551
	Iteration 76Q: 3 clusters Score -1.93873e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143728 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -19387306.000000 Penalty: 5918.414551
	Iteration 77Q: 3 clusters Score -1.938731e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143750 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -19387320.000000 Penalty: 5918.414551
	Iteration 78Q: 3 clusters Score -1.938732e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143769 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -19387304.000000 Penalty: 5918.414551
	Iteration 79Q: 3 clusters Score -1.93873e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143784 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -19387310.000000 Penalty: 5918.414551
	Iteration 80F: 3 clusters Score -1.938731e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143800 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -19387308.000000 Penalty: 5918.414551
	Iteration 81Q: 3 clusters Score -1.938731e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143814 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -19387302.000000 Penalty: 5918.414551
	Iteration 82Q: 3 clusters Score -1.93873e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143830 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -19387306.000000 Penalty: 5918.414551
	Iteration 83Q: 3 clusters Score -1.938731e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143847 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -19387292.000000 Penalty: 5918.414551
	Iteration 84Q: 3 clusters Score -1.938729e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143862 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -19387288.000000 Penalty: 5918.414551
	Iteration 85Q: 3 clusters Score -1.938729e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143872 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -19387288.000000 Penalty: 5918.414551
	Iteration 86Q: 3 clusters Score -1.938729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143878 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -19387282.000000 Penalty: 5918.414551
	Iteration 87Q: 3 clusters Score -1.938728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143884 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -19387270.000000 Penalty: 5918.414551
	Iteration 88Q: 3 clusters Score -1.938727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143890 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -19387288.000000 Penalty: 5918.414551
	Iteration 89Q: 3 clusters Score -1.938729e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143897 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -19387282.000000 Penalty: 5918.414551
	Iteration 90Q: 3 clusters Score -1.938728e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143911 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -19387286.000000 Penalty: 5918.414551
	Iteration 91Q: 3 clusters Score -1.938729e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143924 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -19387286.000000 Penalty: 5918.414551
	Iteration 92Q: 3 clusters Score -1.938729e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143935 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -19387290.000000 Penalty: 5918.414551
	Iteration 93Q: 3 clusters Score -1.938729e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143945 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -19387272.000000 Penalty: 5918.414551
	Iteration 94Q: 3 clusters Score -1.938727e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143956 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -19387282.000000 Penalty: 5918.414551
	Iteration 95Q: 3 clusters Score -1.938728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143963 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -19387294.000000 Penalty: 5918.414551
	Iteration 96Q: 3 clusters Score -1.938729e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143972 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -19387292.000000 Penalty: 5918.414551
	Iteration 97Q: 3 clusters Score -1.938729e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143986 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -19387290.000000 Penalty: 5918.414551
	Iteration 98Q: 3 clusters Score -1.938729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143992 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -19387282.000000 Penalty: 5918.414551
	Iteration 99Q: 3 clusters Score -1.938728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143994 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -19387292.000000 Penalty: 5918.414551
	Iteration 100F: 3 clusters Score -1.938729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143995 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -19387292.000000 Penalty: 5918.414551
	Iteration 101Q: 3 clusters Score -1.938729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143995 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -19387292.000000 Penalty: 5918.414551
	Iteration 102F: 3 clusters Score -1.938729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 825 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 17317 members 
Mstep: Class 3 contains 37588 members 
Mstep: Class 4 contains 12467 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 921 members 
Mstep: Class 7 contains 204949 members 
Mstep: Class 8 contains 2357 members 
Mstep: Class 9 contains 1450 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 111 members 
Mstep: Class 13 contains 8104 members 
Mstep: Class 15 contains 1294 members 
Mstep: Class 16 contains 4692 members 
Mstep: Class 17 contains 143995 members 
Mstep: Class 19 contains 1428 members 
Mstep: Class 20 contains 1172 members 
Mstep: Class 21 contains 2391 members 
Entering Unmasked Estep 
Score: -57686892.000000 Penalty: 61452.480469
Splitting cluster 17 changes total score from -57671112.000000 to -57686892.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 19 (1428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Entering Unmasked Estep 
Score: -179532.203125 Penalty: 1801.479492
	Iteration 0F: 2 clusters Score -179532.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -177284.796875 Penalty: 3602.958984
	Iteration 0F: 3 clusters Score -177284.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -177617.984375 Penalty: 3602.958984
	Iteration 1F: 3 clusters Score -177618 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -177720.109375 Penalty: 3602.958984
	Iteration 2F: 3 clusters Score -177720.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -177790.859375 Penalty: 3602.958984
	Iteration 3Q: 3 clusters Score -177790.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -177837.218750 Penalty: 3602.958984
	Iteration 4Q: 3 clusters Score -177837.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -177873.859375 Penalty: 3602.958984
	Iteration 5Q: 3 clusters Score -177873.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -177902.921875 Penalty: 3602.958984
	Iteration 6Q: 3 clusters Score -177902.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -177932.375000 Penalty: 3602.958984
	Iteration 7Q: 3 clusters Score -177932.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -177963.515625 Penalty: 3602.958984
	Iteration 8Q: 3 clusters Score -177963.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -177992.906250 Penalty: 3602.958984
	Iteration 9Q: 3 clusters Score -177992.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -178021.312500 Penalty: 3602.958984
	Iteration 10Q: 3 clusters Score -178021.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -178062.312500 Penalty: 3602.958984
	Iteration 11Q: 3 clusters Score -178062.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -178106.843750 Penalty: 3602.958984
	Iteration 12Q: 3 clusters Score -178106.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -178172.328125 Penalty: 3602.958984
	Iteration 13Q: 3 clusters Score -178172.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -178249.687500 Penalty: 3602.958984
	Iteration 14Q: 3 clusters Score -178249.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -178300.656250 Penalty: 3602.958984
	Iteration 15Q: 3 clusters Score -178300.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -178331.437500 Penalty: 3602.958984
	Iteration 16Q: 3 clusters Score -178331.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -178350.437500 Penalty: 3602.958984
	Iteration 17Q: 3 clusters Score -178350.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -178365.328125 Penalty: 3602.958984
	Iteration 18Q: 3 clusters Score -178365.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -178385.734375 Penalty: 3602.958984
	Iteration 19Q: 3 clusters Score -178385.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -178406.437500 Penalty: 3602.958984
	Iteration 20F: 3 clusters Score -178406.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -178424.921875 Penalty: 3602.958984
	Iteration 21Q: 3 clusters Score -178424.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -178436.421875 Penalty: 3602.958984
	Iteration 22Q: 3 clusters Score -178436.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -178445.796875 Penalty: 3602.958984
	Iteration 23Q: 3 clusters Score -178445.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -178454.656250 Penalty: 3602.958984
	Iteration 24Q: 3 clusters Score -178454.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -178461.562500 Penalty: 3602.958984
	Iteration 25Q: 3 clusters Score -178461.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -178468.906250 Penalty: 3602.958984
	Iteration 26Q: 3 clusters Score -178468.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -178478.203125 Penalty: 3602.958984
	Iteration 27Q: 3 clusters Score -178478.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -178481.281250 Penalty: 3602.958984
	Iteration 28Q: 3 clusters Score -178481.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -178484.953125 Penalty: 3602.958984
	Iteration 29Q: 3 clusters Score -178485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -178488.125000 Penalty: 3602.958984
	Iteration 30Q: 3 clusters Score -178488.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -178490.515625 Penalty: 3602.958984
	Iteration 31Q: 3 clusters Score -178490.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -178491.968750 Penalty: 3602.958984
	Iteration 32Q: 3 clusters Score -178492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -178493.703125 Penalty: 3602.958984
	Iteration 33Q: 3 clusters Score -178493.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -178496.171875 Penalty: 3602.958984
	Iteration 34Q: 3 clusters Score -178496.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -178497.109375 Penalty: 3602.958984
	Iteration 35Q: 3 clusters Score -178497.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -178497.109375 Penalty: 3602.958984
	Iteration 36F: 3 clusters Score -178497.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Entering Unmasked Estep 
Score: -120185.867188 Penalty: 1752.483765
	Iteration 0F: 2 clusters Score -120185.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -118370.226562 Penalty: 3504.967529
	Iteration 0F: 3 clusters Score -118370.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -119965.867188 Penalty: 3504.967529
	Iteration 1F: 3 clusters Score -119965.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -120973.546875 Penalty: 3504.967529
	Iteration 2F: 3 clusters Score -120973.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -121316.406250 Penalty: 3504.967529
	Iteration 3F: 3 clusters Score -121316.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -121396.859375 Penalty: 3504.967529
	Iteration 4Q: 3 clusters Score -121396.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -121457.765625 Penalty: 3504.967529
	Iteration 5Q: 3 clusters Score -121457.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -121508.695312 Penalty: 3504.967529
	Iteration 6Q: 3 clusters Score -121508.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -121547.476562 Penalty: 3504.967529
	Iteration 7Q: 3 clusters Score -121547.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -121580.656250 Penalty: 3504.967529
	Iteration 8Q: 3 clusters Score -121580.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -121593.726562 Penalty: 3504.967529
	Iteration 9Q: 3 clusters Score -121593.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -121596.429688 Penalty: 3504.967529
	Iteration 10Q: 3 clusters Score -121596.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -121597.539062 Penalty: 3504.967529
	Iteration 11Q: 3 clusters Score -121597.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -121598.054688 Penalty: 3504.967529
	Iteration 12Q: 3 clusters Score -121598.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -121600.171875 Penalty: 3504.967529
	Iteration 13Q: 3 clusters Score -121600.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -121600.171875 Penalty: 3504.967529
	Iteration 14F: 3 clusters Score -121600.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 825 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 17317 members 
Mstep: Class 3 contains 37588 members 
Mstep: Class 4 contains 12467 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 921 members 
Mstep: Class 7 contains 204949 members 
Mstep: Class 8 contains 2357 members 
Mstep: Class 9 contains 1450 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 111 members 
Mstep: Class 13 contains 8104 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 1294 members 
Mstep: Class 16 contains 4692 members 
Mstep: Class 17 contains 143995 members 
Mstep: Class 19 contains 1428 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 2391 members 
Entering Unmasked Estep 
Score: -57686852.000000 Penalty: 64686.820312
Splitting cluster 20 changes total score from -57671112.000000 to -57686852.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 21 (2391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Entering Unmasked Estep 
Score: -292289.406250 Penalty: 1929.307861
	Iteration 0F: 2 clusters Score -292289.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -289427.968750 Penalty: 3858.615723
	Iteration 0F: 3 clusters Score -289428 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -289927.218750 Penalty: 3858.615723
	Iteration 1F: 3 clusters Score -289927.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -290095.531250 Penalty: 3858.615723
	Iteration 2F: 3 clusters Score -290095.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -290183.906250 Penalty: 3858.615723
	Iteration 3Q: 3 clusters Score -290183.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -290258.531250 Penalty: 3858.615723
	Iteration 4Q: 3 clusters Score -290258.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -290320.093750 Penalty: 3858.615723
	Iteration 5Q: 3 clusters Score -290320.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -290357.312500 Penalty: 3858.615723
	Iteration 6Q: 3 clusters Score -290357.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -290389.968750 Penalty: 3858.615723
	Iteration 7Q: 3 clusters Score -290390 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -290408.875000 Penalty: 3858.615723
	Iteration 8Q: 3 clusters Score -290408.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -290422.906250 Penalty: 3858.615723
	Iteration 9Q: 3 clusters Score -290422.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -290432.187500 Penalty: 3858.615723
	Iteration 10Q: 3 clusters Score -290432.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -290443.156250 Penalty: 3858.615723
	Iteration 11Q: 3 clusters Score -290443.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -290451.812500 Penalty: 3858.615723
	Iteration 12Q: 3 clusters Score -290451.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -290460.781250 Penalty: 3858.615723
	Iteration 13Q: 3 clusters Score -290460.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -290470.937500 Penalty: 3858.615723
	Iteration 14Q: 3 clusters Score -290470.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -290475.750000 Penalty: 3858.615723
	Iteration 15Q: 3 clusters Score -290475.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -290480.750000 Penalty: 3858.615723
	Iteration 16Q: 3 clusters Score -290480.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -290484.375000 Penalty: 3858.615723
	Iteration 17Q: 3 clusters Score -290484.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -290486.406250 Penalty: 3858.615723
	Iteration 18Q: 3 clusters Score -290486.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -290487.312500 Penalty: 3858.615723
	Iteration 19Q: 3 clusters Score -290487.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -290489.468750 Penalty: 3858.615723
	Iteration 20F: 3 clusters Score -290489.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -290492.156250 Penalty: 3858.615723
	Iteration 21Q: 3 clusters Score -290492.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -290494.500000 Penalty: 3858.615723
	Iteration 22Q: 3 clusters Score -290494.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -290496.031250 Penalty: 3858.615723
	Iteration 23Q: 3 clusters Score -290496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -290499.093750 Penalty: 3858.615723
	Iteration 24Q: 3 clusters Score -290499.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -290501.125000 Penalty: 3858.615723
	Iteration 25Q: 3 clusters Score -290501.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -290501.937500 Penalty: 3858.615723
	Iteration 26Q: 3 clusters Score -290501.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -290502.437500 Penalty: 3858.615723
	Iteration 27Q: 3 clusters Score -290502.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -290502.937500 Penalty: 3858.615723
	Iteration 28Q: 3 clusters Score -290502.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -290503.843750 Penalty: 3858.615723
	Iteration 29Q: 3 clusters Score -290503.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -290504.281250 Penalty: 3858.615723
	Iteration 30Q: 3 clusters Score -290504.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -290504.843750 Penalty: 3858.615723
	Iteration 31Q: 3 clusters Score -290504.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -290505.906250 Penalty: 3858.615723
	Iteration 32Q: 3 clusters Score -290505.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -290508.468750 Penalty: 3858.615723
	Iteration 33Q: 3 clusters Score -290508.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -290510.343750 Penalty: 3858.615723
	Iteration 34Q: 3 clusters Score -290510.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -290514.312500 Penalty: 3858.615723
	Iteration 35Q: 3 clusters Score -290514.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -290516.125000 Penalty: 3858.615723
	Iteration 36Q: 3 clusters Score -290516.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -290518.281250 Penalty: 3858.615723
	Iteration 37Q: 3 clusters Score -290518.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -290520.593750 Penalty: 3858.615723
	Iteration 38Q: 3 clusters Score -290520.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -290522.187500 Penalty: 3858.615723
	Iteration 39Q: 3 clusters Score -290522.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -290525.500000 Penalty: 3858.615723
	Iteration 40F: 3 clusters Score -290525.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -290529.750000 Penalty: 3858.615723
	Iteration 41Q: 3 clusters Score -290529.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -290533.000000 Penalty: 3858.615723
	Iteration 42Q: 3 clusters Score -290533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -290535.375000 Penalty: 3858.615723
	Iteration 43Q: 3 clusters Score -290535.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -290535.843750 Penalty: 3858.615723
	Iteration 44Q: 3 clusters Score -290535.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -290538.062500 Penalty: 3858.615723
	Iteration 45Q: 3 clusters Score -290538.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -290539.593750 Penalty: 3858.615723
	Iteration 46Q: 3 clusters Score -290539.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -290539.593750 Penalty: 3858.615723
	Iteration 47F: 3 clusters Score -290539.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 825 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 17317 members 
Mstep: Class 3 contains 37588 members 
Mstep: Class 4 contains 12467 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 921 members 
Mstep: Class 9 contains 1450 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 15 contains 1294 members 
Mstep: Class 16 contains 4692 members 
Mstep: Class 17 contains 143995 members 
Mstep: Class 19 contains 1428 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 2391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57689220.000000 Penalty: 64686.820312
Iteration 39Q: 21 clusters Score -5.768922e+07 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 825 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 17745 members 
Mstep: Class 3 contains 37380 members 
Mstep: Class 4 contains 12800 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 203147 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 1460 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 111 members 
Mstep: Class 13 contains 8202 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 1293 members 
Mstep: Class 16 contains 4727 members 
Mstep: Class 17 contains 145023 members 
Mstep: Class 19 contains 1431 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 2392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57691840.000000 Penalty: 64686.820312
Iteration 40F: 21 clusters Score -5.769184e+07 nChanged 7282
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 18101 members 
Mstep: Class 3 contains 35255 members 
Mstep: Class 4 contains 12725 members 
Mstep: Class 5 contains 304 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 205863 members 
Mstep: Class 8 contains 2366 members 
Mstep: Class 9 contains 1471 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 116 members 
Mstep: Class 13 contains 8280 members 
Mstep: Class 14 contains 359 members 
Mstep: Class 15 contains 1289 members 
Mstep: Class 16 contains 4675 members 
Mstep: Class 17 contains 144260 members 
Mstep: Class 19 contains 1436 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 2394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57692876.000000 Penalty: 64686.820312
Iteration 41Q: 21 clusters Score -5.769288e+07 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 18607 members 
Mstep: Class 3 contains 33565 members 
Mstep: Class 4 contains 12785 members 
Mstep: Class 5 contains 304 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 207492 members 
Mstep: Class 8 contains 2388 members 
Mstep: Class 9 contains 1483 members 
Mstep: Class 10 contains 354 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 8404 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 1288 members 
Mstep: Class 16 contains 4659 members 
Mstep: Class 17 contains 143754 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 2386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57693352.000000 Penalty: 64686.820312
Iteration 42Q: 21 clusters Score -5.769335e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 19177 members 
Mstep: Class 3 contains 32179 members 
Mstep: Class 4 contains 12886 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 208545 members 
Mstep: Class 8 contains 2406 members 
Mstep: Class 9 contains 1483 members 
Mstep: Class 10 contains 354 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 8512 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 1288 members 
Mstep: Class 16 contains 4646 members 
Mstep: Class 17 contains 143377 members 
Mstep: Class 19 contains 1440 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 2370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57693500.000000 Penalty: 64686.820312
Iteration 43Q: 21 clusters Score -5.76935e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 19750 members 
Mstep: Class 3 contains 31012 members 
Mstep: Class 4 contains 13072 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 209208 members 
Mstep: Class 8 contains 2423 members 
Mstep: Class 9 contains 1491 members 
Mstep: Class 10 contains 354 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 8598 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4631 members 
Mstep: Class 17 contains 143077 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 2343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57693612.000000 Penalty: 64686.820312
Iteration 44Q: 21 clusters Score -5.769361e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 20328 members 
Mstep: Class 3 contains 30051 members 
Mstep: Class 4 contains 13300 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 209540 members 
Mstep: Class 8 contains 2432 members 
Mstep: Class 9 contains 1504 members 
Mstep: Class 10 contains 354 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 8674 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4624 members 
Mstep: Class 17 contains 142845 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 2317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57693804.000000 Penalty: 64686.820312
Iteration 45Q: 21 clusters Score -5.76938e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 20867 members 
Mstep: Class 3 contains 29259 members 
Mstep: Class 4 contains 13529 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 209718 members 
Mstep: Class 8 contains 2440 members 
Mstep: Class 9 contains 1512 members 
Mstep: Class 10 contains 354 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 8759 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4619 members 
Mstep: Class 17 contains 142605 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57694044.000000 Penalty: 64686.820312
Iteration 46Q: 21 clusters Score -5.769404e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 21346 members 
Mstep: Class 3 contains 28599 members 
Mstep: Class 4 contains 13751 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 209826 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 1517 members 
Mstep: Class 10 contains 354 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 8819 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4626 members 
Mstep: Class 17 contains 142391 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 2277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57694348.000000 Penalty: 64686.820312
Iteration 47Q: 21 clusters Score -5.769435e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 21757 members 
Mstep: Class 3 contains 27968 members 
Mstep: Class 4 contains 13965 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 209948 members 
Mstep: Class 8 contains 2456 members 
Mstep: Class 9 contains 1525 members 
Mstep: Class 10 contains 354 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 8881 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4627 members 
Mstep: Class 17 contains 142189 members 
Mstep: Class 19 contains 1440 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 2254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57694240.000000 Penalty: 64686.820312
Iteration 48Q: 21 clusters Score -5.769424e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 22140 members 
Mstep: Class 3 contains 27395 members 
Mstep: Class 4 contains 14180 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210085 members 
Mstep: Class 8 contains 2455 members 
Mstep: Class 9 contains 1530 members 
Mstep: Class 10 contains 354 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 8929 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4627 members 
Mstep: Class 17 contains 141974 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 2230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57694536.000000 Penalty: 64686.820312
Iteration 49Q: 21 clusters Score -5.769454e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 22496 members 
Mstep: Class 3 contains 26857 members 
Mstep: Class 4 contains 14384 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210231 members 
Mstep: Class 8 contains 2455 members 
Mstep: Class 9 contains 1536 members 
Mstep: Class 10 contains 354 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 8989 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4633 members 
Mstep: Class 17 contains 141734 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 2204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57694688.000000 Penalty: 64686.820312
Iteration 50Q: 21 clusters Score -5.769469e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 22804 members 
Mstep: Class 3 contains 26398 members 
Mstep: Class 4 contains 14603 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210309 members 
Mstep: Class 8 contains 2459 members 
Mstep: Class 9 contains 1549 members 
Mstep: Class 10 contains 354 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 9036 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4648 members 
Mstep: Class 17 contains 141492 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 2186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57694796.000000 Penalty: 64686.820312
Iteration 51Q: 21 clusters Score -5.76948e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 23068 members 
Mstep: Class 3 contains 25994 members 
Mstep: Class 4 contains 14812 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210410 members 
Mstep: Class 8 contains 2459 members 
Mstep: Class 9 contains 1559 members 
Mstep: Class 10 contains 354 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 9087 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 141251 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 2166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57694864.000000 Penalty: 64686.820312
Iteration 52Q: 21 clusters Score -5.769486e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 23271 members 
Mstep: Class 3 contains 25611 members 
Mstep: Class 4 contains 15003 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210564 members 
Mstep: Class 8 contains 2457 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 354 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 9126 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4655 members 
Mstep: Class 17 contains 141029 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 2150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57695136.000000 Penalty: 64686.820312
Iteration 53Q: 21 clusters Score -5.769514e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 23435 members 
Mstep: Class 3 contains 25277 members 
Mstep: Class 4 contains 15190 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210721 members 
Mstep: Class 8 contains 2462 members 
Mstep: Class 9 contains 1588 members 
Mstep: Class 10 contains 354 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 9158 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4669 members 
Mstep: Class 17 contains 140801 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 2126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57695284.000000 Penalty: 64686.820312
Iteration 54Q: 21 clusters Score -5.769528e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 23598 members 
Mstep: Class 3 contains 24984 members 
Mstep: Class 4 contains 15352 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210843 members 
Mstep: Class 8 contains 2462 members 
Mstep: Class 9 contains 1603 members 
Mstep: Class 10 contains 354 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 9190 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4674 members 
Mstep: Class 17 contains 140606 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57695284.000000 Penalty: 64686.820312
Iteration 55Q: 21 clusters Score -5.769528e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 23742 members 
Mstep: Class 3 contains 24755 members 
Mstep: Class 4 contains 15518 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210887 members 
Mstep: Class 8 contains 2460 members 
Mstep: Class 9 contains 1615 members 
Mstep: Class 10 contains 354 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 9219 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4676 members 
Mstep: Class 17 contains 140434 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 2090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57695340.000000 Penalty: 64686.820312
Iteration 56Q: 21 clusters Score -5.769534e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 23872 members 
Mstep: Class 3 contains 24574 members 
Mstep: Class 4 contains 15674 members 
Mstep: Class 5 contains 307 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210837 members 
Mstep: Class 8 contains 2460 members 
Mstep: Class 9 contains 1623 members 
Mstep: Class 10 contains 354 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 9249 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4685 members 
Mstep: Class 17 contains 140328 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 2069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57695628.000000 Penalty: 64686.820312
Iteration 57Q: 21 clusters Score -5.769563e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 23980 members 
Mstep: Class 3 contains 24420 members 
Mstep: Class 4 contains 15798 members 
Mstep: Class 5 contains 307 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210837 members 
Mstep: Class 8 contains 2459 members 
Mstep: Class 9 contains 1636 members 
Mstep: Class 10 contains 354 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 9278 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4693 members 
Mstep: Class 17 contains 140200 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 2053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57695800.000000 Penalty: 64686.820312
Iteration 58Q: 21 clusters Score -5.76958e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 24057 members 
Mstep: Class 3 contains 24283 members 
Mstep: Class 4 contains 15923 members 
Mstep: Class 5 contains 307 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210840 members 
Mstep: Class 8 contains 2461 members 
Mstep: Class 9 contains 1653 members 
Mstep: Class 10 contains 354 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 9304 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4701 members 
Mstep: Class 17 contains 140077 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 2040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57695808.000000 Penalty: 64686.820312
Iteration 59Q: 21 clusters Score -5.769581e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 24128 members 
Mstep: Class 3 contains 24176 members 
Mstep: Class 4 contains 16032 members 
Mstep: Class 5 contains 307 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210831 members 
Mstep: Class 8 contains 2463 members 
Mstep: Class 9 contains 1672 members 
Mstep: Class 10 contains 354 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 9341 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4708 members 
Mstep: Class 17 contains 139948 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 2026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57696112.000000 Penalty: 64686.820312
Iteration 60F: 21 clusters Score -5.769611e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 813 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 24174 members 
Mstep: Class 3 contains 24068 members 
Mstep: Class 4 contains 16114 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210854 members 
Mstep: Class 8 contains 2464 members 
Mstep: Class 9 contains 1691 members 
Mstep: Class 10 contains 354 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 119 members 
Mstep: Class 13 contains 9373 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4713 members 
Mstep: Class 17 contains 139844 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 2014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57696412.000000 Penalty: 64686.820312
Iteration 61Q: 21 clusters Score -5.769641e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 813 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 24221 members 
Mstep: Class 3 contains 23960 members 
Mstep: Class 4 contains 16169 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210901 members 
Mstep: Class 8 contains 2466 members 
Mstep: Class 9 contains 1705 members 
Mstep: Class 10 contains 358 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 115 members 
Mstep: Class 13 contains 9404 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4714 members 
Mstep: Class 17 contains 139739 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 2008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57696440.000000 Penalty: 64686.820312
Iteration 62Q: 21 clusters Score -5.769644e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 813 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 24260 members 
Mstep: Class 3 contains 23881 members 
Mstep: Class 4 contains 16226 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210925 members 
Mstep: Class 8 contains 2465 members 
Mstep: Class 9 contains 1721 members 
Mstep: Class 10 contains 359 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 114 members 
Mstep: Class 13 contains 9435 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4721 members 
Mstep: Class 17 contains 139627 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 1999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57696400.000000 Penalty: 64686.820312
Iteration 63Q: 21 clusters Score -5.76964e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 813 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 24302 members 
Mstep: Class 3 contains 23814 members 
Mstep: Class 4 contains 16275 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210906 members 
Mstep: Class 8 contains 2465 members 
Mstep: Class 9 contains 1746 members 
Mstep: Class 10 contains 359 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 114 members 
Mstep: Class 13 contains 9477 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4736 members 
Mstep: Class 17 contains 139525 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 1993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57696432.000000 Penalty: 64686.820312
Iteration 64Q: 21 clusters Score -5.769643e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 813 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 24342 members 
Mstep: Class 3 contains 23745 members 
Mstep: Class 4 contains 16330 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210930 members 
Mstep: Class 8 contains 2465 members 
Mstep: Class 9 contains 1771 members 
Mstep: Class 10 contains 359 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 114 members 
Mstep: Class 13 contains 9497 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4743 members 
Mstep: Class 17 contains 139418 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 1989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57696612.000000 Penalty: 64686.820312
Iteration 65Q: 21 clusters Score -5.769661e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 813 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 24371 members 
Mstep: Class 3 contains 23679 members 
Mstep: Class 4 contains 16391 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210950 members 
Mstep: Class 8 contains 2464 members 
Mstep: Class 9 contains 1797 members 
Mstep: Class 10 contains 359 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 114 members 
Mstep: Class 13 contains 9524 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4750 members 
Mstep: Class 17 contains 139304 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 1986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57696616.000000 Penalty: 64686.820312
Iteration 66Q: 21 clusters Score -5.769662e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 813 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 24388 members 
Mstep: Class 3 contains 23599 members 
Mstep: Class 4 contains 16433 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210998 members 
Mstep: Class 8 contains 2464 members 
Mstep: Class 9 contains 1832 members 
Mstep: Class 10 contains 359 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 114 members 
Mstep: Class 13 contains 9552 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4761 members 
Mstep: Class 17 contains 139201 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 1982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57696752.000000 Penalty: 64686.820312
Iteration 67Q: 21 clusters Score -5.769675e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 813 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 24412 members 
Mstep: Class 3 contains 23521 members 
Mstep: Class 4 contains 16486 members 
Mstep: Class 5 contains 304 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 211017 members 
Mstep: Class 8 contains 2464 members 
Mstep: Class 9 contains 1861 members 
Mstep: Class 10 contains 359 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 114 members 
Mstep: Class 13 contains 9580 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4769 members 
Mstep: Class 17 contains 139122 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 1978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57696768.000000 Penalty: 64686.820312
Iteration 68Q: 21 clusters Score -5.769677e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 813 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 24437 members 
Mstep: Class 3 contains 23451 members 
Mstep: Class 4 contains 16537 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 211022 members 
Mstep: Class 8 contains 2464 members 
Mstep: Class 9 contains 1885 members 
Mstep: Class 10 contains 359 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 114 members 
Mstep: Class 13 contains 9597 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4779 members 
Mstep: Class 17 contains 139056 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 1973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57696796.000000 Penalty: 64686.820312
Iteration 69Q: 21 clusters Score -5.76968e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 813 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 24460 members 
Mstep: Class 3 contains 23382 members 
Mstep: Class 4 contains 16592 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 211027 members 
Mstep: Class 8 contains 2465 members 
Mstep: Class 9 contains 1904 members 
Mstep: Class 10 contains 359 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 114 members 
Mstep: Class 13 contains 9611 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4784 members 
Mstep: Class 17 contains 139001 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 1970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57696840.000000 Penalty: 64686.820312
Iteration 70Q: 21 clusters Score -5.769684e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 813 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 24484 members 
Mstep: Class 3 contains 23325 members 
Mstep: Class 4 contains 16646 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 211024 members 
Mstep: Class 8 contains 2466 members 
Mstep: Class 9 contains 1926 members 
Mstep: Class 10 contains 359 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 114 members 
Mstep: Class 13 contains 9623 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4783 members 
Mstep: Class 17 contains 138944 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 1969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57696912.000000 Penalty: 64686.820312
Iteration 71Q: 21 clusters Score -5.769691e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 813 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 24503 members 
Mstep: Class 3 contains 23263 members 
Mstep: Class 4 contains 16694 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 211051 members 
Mstep: Class 8 contains 2466 members 
Mstep: Class 9 contains 1946 members 
Mstep: Class 10 contains 359 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 114 members 
Mstep: Class 13 contains 9636 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4785 members 
Mstep: Class 17 contains 138876 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 1969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57696920.000000 Penalty: 64686.820312
Iteration 72Q: 21 clusters Score -5.769692e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 813 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 24522 members 
Mstep: Class 3 contains 23205 members 
Mstep: Class 4 contains 16737 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 211059 members 
Mstep: Class 8 contains 2466 members 
Mstep: Class 9 contains 1961 members 
Mstep: Class 10 contains 359 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 114 members 
Mstep: Class 13 contains 9647 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4789 members 
Mstep: Class 17 contains 138828 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 1970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57696972.000000 Penalty: 64686.820312
Iteration 73Q: 21 clusters Score -5.769697e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 813 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 24543 members 
Mstep: Class 3 contains 23160 members 
Mstep: Class 4 contains 16774 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 211049 members 
Mstep: Class 8 contains 2466 members 
Mstep: Class 9 contains 1976 members 
Mstep: Class 10 contains 359 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 114 members 
Mstep: Class 13 contains 9656 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4793 members 
Mstep: Class 17 contains 138797 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 1970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57697044.000000 Penalty: 64686.820312
Iteration 74Q: 21 clusters Score -5.769704e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 813 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 24555 members 
Mstep: Class 3 contains 23110 members 
Mstep: Class 4 contains 16804 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 211068 members 
Mstep: Class 8 contains 2465 members 
Mstep: Class 9 contains 1999 members 
Mstep: Class 10 contains 359 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 114 members 
Mstep: Class 13 contains 9664 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4796 members 
Mstep: Class 17 contains 138757 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 1969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57697020.000000 Penalty: 64686.820312
Iteration 75Q: 21 clusters Score -5.769702e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 813 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 24571 members 
Mstep: Class 3 contains 23075 members 
Mstep: Class 4 contains 16840 members 
Mstep: Class 5 contains 304 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 211046 members 
Mstep: Class 8 contains 2465 members 
Mstep: Class 9 contains 2020 members 
Mstep: Class 10 contains 359 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 114 members 
Mstep: Class 13 contains 9679 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4795 members 
Mstep: Class 17 contains 138725 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 1968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57697056.000000 Penalty: 64686.820312
Iteration 76Q: 21 clusters Score -5.769706e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 813 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 24592 members 
Mstep: Class 3 contains 23037 members 
Mstep: Class 4 contains 16874 members 
Mstep: Class 5 contains 304 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 211027 members 
Mstep: Class 8 contains 2464 members 
Mstep: Class 9 contains 2033 members 
Mstep: Class 10 contains 359 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 114 members 
Mstep: Class 13 contains 9688 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4795 members 
Mstep: Class 17 contains 138705 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 1965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57697152.000000 Penalty: 64686.820312
Iteration 77Q: 21 clusters Score -5.769715e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 813 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 24609 members 
Mstep: Class 3 contains 22999 members 
Mstep: Class 4 contains 16903 members 
Mstep: Class 5 contains 304 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 211020 members 
Mstep: Class 8 contains 2464 members 
Mstep: Class 9 contains 2043 members 
Mstep: Class 10 contains 359 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 114 members 
Mstep: Class 13 contains 9700 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4796 members 
Mstep: Class 17 contains 138673 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 1962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57697140.000000 Penalty: 64686.820312
Iteration 78Q: 21 clusters Score -5.769714e+07 nChanged 179
Entering ConstructFrom: 
Score: -57697140.000000 Penalty: 64686.820312
Entering ConstructFrom: 
Trying to split cluster 1 (19291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Entering Unmasked Estep 
Score: -2500657.000000 Penalty: 2447.113525
	Iteration 0F: 2 clusters Score -2500657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -2487063.750000 Penalty: 4894.227051
	Iteration 0F: 3 clusters Score -2487064 nChanged 8395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -2491382.000000 Penalty: 4894.227051
	Iteration 1F: 3 clusters Score -2491382 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2491756.000000 Penalty: 4894.227051
	Iteration 2F: 3 clusters Score -2491756 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2492048.000000 Penalty: 4894.227051
	Iteration 3Q: 3 clusters Score -2492048 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -2492275.750000 Penalty: 4894.227051
	Iteration 4Q: 3 clusters Score -2492276 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -2492489.250000 Penalty: 4894.227051
	Iteration 5Q: 3 clusters Score -2492489 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -2492698.500000 Penalty: 4894.227051
	Iteration 6Q: 3 clusters Score -2492698 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -2492924.000000 Penalty: 4894.227051
	Iteration 7Q: 3 clusters Score -2492924 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -2493213.750000 Penalty: 4894.227051
	Iteration 8Q: 3 clusters Score -2493214 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -2493586.000000 Penalty: 4894.227051
	Iteration 9Q: 3 clusters Score -2493586 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -2494105.250000 Penalty: 4894.227051
	Iteration 10Q: 3 clusters Score -2494105 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2494748.750000 Penalty: 4894.227051
	Iteration 11F: 3 clusters Score -2494749 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2495559.000000 Penalty: 4894.227051
	Iteration 12F: 3 clusters Score -2495559 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2496488.750000 Penalty: 4894.227051
	Iteration 13F: 3 clusters Score -2496489 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2497255.500000 Penalty: 4894.227051
	Iteration 14Q: 3 clusters Score -2497256 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2497795.500000 Penalty: 4894.227051
	Iteration 15Q: 3 clusters Score -2497796 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2498093.750000 Penalty: 4894.227051
	Iteration 16Q: 3 clusters Score -2498094 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2498253.000000 Penalty: 4894.227051
	Iteration 17Q: 3 clusters Score -2498253 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2498355.500000 Penalty: 4894.227051
	Iteration 18Q: 3 clusters Score -2498356 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2498398.250000 Penalty: 4894.227051
	Iteration 19Q: 3 clusters Score -2498398 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2498429.750000 Penalty: 4894.227051
	Iteration 20F: 3 clusters Score -2498430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2498444.000000 Penalty: 4894.227051
	Iteration 21Q: 3 clusters Score -2498444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2498452.250000 Penalty: 4894.227051
	Iteration 22Q: 3 clusters Score -2498452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2498454.250000 Penalty: 4894.227051
	Iteration 23Q: 3 clusters Score -2498454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2498455.000000 Penalty: 4894.227051
	Iteration 24Q: 3 clusters Score -2498455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2498457.750000 Penalty: 4894.227051
	Iteration 25Q: 3 clusters Score -2498458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2498457.750000 Penalty: 4894.227051
	Iteration 26F: 3 clusters Score -2498458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Entering Unmasked Estep 
Score: -3177978.750000 Penalty: 2507.656494
	Iteration 0F: 2 clusters Score -3177979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -3160959.250000 Penalty: 5015.312988
	Iteration 0F: 3 clusters Score -3160959 nChanged 11056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -3166797.250000 Penalty: 5015.312988
	Iteration 1F: 3 clusters Score -3166797 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -3167224.250000 Penalty: 5015.312988
	Iteration 2F: 3 clusters Score -3167224 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -3167602.500000 Penalty: 5015.312988
	Iteration 3Q: 3 clusters Score -3167602 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -3168033.000000 Penalty: 5015.312988
	Iteration 4Q: 3 clusters Score -3168033 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -3168542.750000 Penalty: 5015.312988
	Iteration 5Q: 3 clusters Score -3168543 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -3169210.750000 Penalty: 5015.312988
	Iteration 6Q: 3 clusters Score -3169211 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -3170166.250000 Penalty: 5015.312988
	Iteration 7F: 3 clusters Score -3170166 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -3171447.750000 Penalty: 5015.312988
	Iteration 8F: 3 clusters Score -3171448 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -3172838.250000 Penalty: 5015.312988
	Iteration 9F: 3 clusters Score -3172838 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -3174021.250000 Penalty: 5015.312988
	Iteration 10F: 3 clusters Score -3174021 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -3174803.000000 Penalty: 5015.312988
	Iteration 11Q: 3 clusters Score -3174803 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -3175231.250000 Penalty: 5015.312988
	Iteration 12Q: 3 clusters Score -3175231 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -3175469.250000 Penalty: 5015.312988
	Iteration 13Q: 3 clusters Score -3175469 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -3175607.250000 Penalty: 5015.312988
	Iteration 14Q: 3 clusters Score -3175607 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -3175711.750000 Penalty: 5015.312988
	Iteration 15Q: 3 clusters Score -3175712 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -3175768.000000 Penalty: 5015.312988
	Iteration 16Q: 3 clusters Score -3175768 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -3175809.750000 Penalty: 5015.312988
	Iteration 17Q: 3 clusters Score -3175810 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -3175847.500000 Penalty: 5015.312988
	Iteration 18Q: 3 clusters Score -3175848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -3175877.750000 Penalty: 5015.312988
	Iteration 19Q: 3 clusters Score -3175878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -3175901.000000 Penalty: 5015.312988
	Iteration 20F: 3 clusters Score -3175901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -3175914.000000 Penalty: 5015.312988
	Iteration 21Q: 3 clusters Score -3175914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -3175926.250000 Penalty: 5015.312988
	Iteration 22Q: 3 clusters Score -3175926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -3175936.250000 Penalty: 5015.312988
	Iteration 23Q: 3 clusters Score -3175936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -3175943.000000 Penalty: 5015.312988
	Iteration 24Q: 3 clusters Score -3175943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -3175946.500000 Penalty: 5015.312988
	Iteration 25Q: 3 clusters Score -3175946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -3175951.500000 Penalty: 5015.312988
	Iteration 26Q: 3 clusters Score -3175952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -3175951.500000 Penalty: 5015.312988
	Iteration 27F: 3 clusters Score -3175952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Entering Unmasked Estep 
Score: -2862479.750000 Penalty: 2490.272705
	Iteration 0F: 2 clusters Score -2862480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2846445.000000 Penalty: 4980.545410
	Iteration 0F: 3 clusters Score -2846445 nChanged 10246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2852011.500000 Penalty: 4980.545410
	Iteration 1F: 3 clusters Score -2852012 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -2852492.000000 Penalty: 4980.545410
	Iteration 2F: 3 clusters Score -2852492 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2852901.500000 Penalty: 4980.545410
	Iteration 3Q: 3 clusters Score -2852902 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2853270.500000 Penalty: 4980.545410
	Iteration 4Q: 3 clusters Score -2853270 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -2853611.750000 Penalty: 4980.545410
	Iteration 5Q: 3 clusters Score -2853612 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -2853942.500000 Penalty: 4980.545410
	Iteration 6Q: 3 clusters Score -2853942 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2854260.500000 Penalty: 4980.545410
	Iteration 7Q: 3 clusters Score -2854260 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -2854619.000000 Penalty: 4980.545410
	Iteration 8Q: 3 clusters Score -2854619 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -2855009.750000 Penalty: 4980.545410
	Iteration 9Q: 3 clusters Score -2855010 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2855488.750000 Penalty: 4980.545410
	Iteration 10Q: 3 clusters Score -2855489 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2856069.500000 Penalty: 4980.545410
	Iteration 11Q: 3 clusters Score -2856070 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -2856779.750000 Penalty: 4980.545410
	Iteration 12Q: 3 clusters Score -2856780 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -2857574.750000 Penalty: 4980.545410
	Iteration 13Q: 3 clusters Score -2857575 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2858336.500000 Penalty: 4980.545410
	Iteration 14Q: 3 clusters Score -2858336 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2859065.500000 Penalty: 4980.545410
	Iteration 15Q: 3 clusters Score -2859066 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2859642.250000 Penalty: 4980.545410
	Iteration 16Q: 3 clusters Score -2859642 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2860026.250000 Penalty: 4980.545410
	Iteration 17Q: 3 clusters Score -2860026 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2860251.250000 Penalty: 4980.545410
	Iteration 18Q: 3 clusters Score -2860251 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2860388.000000 Penalty: 4980.545410
	Iteration 19Q: 3 clusters Score -2860388 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2860453.000000 Penalty: 4980.545410
	Iteration 20F: 3 clusters Score -2860453 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2860478.750000 Penalty: 4980.545410
	Iteration 21Q: 3 clusters Score -2860479 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2860497.250000 Penalty: 4980.545410
	Iteration 22Q: 3 clusters Score -2860497 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2860511.750000 Penalty: 4980.545410
	Iteration 23Q: 3 clusters Score -2860512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2860522.750000 Penalty: 4980.545410
	Iteration 24Q: 3 clusters Score -2860523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2860528.250000 Penalty: 4980.545410
	Iteration 25Q: 3 clusters Score -2860528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2860538.000000 Penalty: 4980.545410
	Iteration 26Q: 3 clusters Score -2860538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2860549.500000 Penalty: 4980.545410
	Iteration 27Q: 3 clusters Score -2860550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2860552.250000 Penalty: 4980.545410
	Iteration 28Q: 3 clusters Score -2860552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2860571.000000 Penalty: 4980.545410
	Iteration 29Q: 3 clusters Score -2860571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2860573.750000 Penalty: 4980.545410
	Iteration 30Q: 3 clusters Score -2860574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2860586.000000 Penalty: 4980.545410
	Iteration 31Q: 3 clusters Score -2860586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2860592.500000 Penalty: 4980.545410
	Iteration 32Q: 3 clusters Score -2860592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2860593.750000 Penalty: 4980.545410
	Iteration 33Q: 3 clusters Score -2860594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2860593.750000 Penalty: 4980.545410
	Iteration 34F: 3 clusters Score -2860594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Entering Unmasked Estep 
Score: -2180967.250000 Penalty: 2414.839600
	Iteration 0F: 2 clusters Score -2180967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2168988.000000 Penalty: 4829.679199
	Iteration 0F: 3 clusters Score -2168988 nChanged 7215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -2172719.750000 Penalty: 4829.679199
	Iteration 1F: 3 clusters Score -2172720 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2173083.000000 Penalty: 4829.679199
	Iteration 2F: 3 clusters Score -2173083 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -2173445.250000 Penalty: 4829.679199
	Iteration 3F: 3 clusters Score -2173445 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2173822.500000 Penalty: 4829.679199
	Iteration 4Q: 3 clusters Score -2173822 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -2174272.000000 Penalty: 4829.679199
	Iteration 5Q: 3 clusters Score -2174272 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -2174873.500000 Penalty: 4829.679199
	Iteration 6F: 3 clusters Score -2174874 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -2175636.000000 Penalty: 4829.679199
	Iteration 7F: 3 clusters Score -2175636 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -2176510.750000 Penalty: 4829.679199
	Iteration 8F: 3 clusters Score -2176511 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -2177340.000000 Penalty: 4829.679199
	Iteration 9F: 3 clusters Score -2177340 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -2177932.000000 Penalty: 4829.679199
	Iteration 10Q: 3 clusters Score -2177932 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -2178293.750000 Penalty: 4829.679199
	Iteration 11Q: 3 clusters Score -2178294 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -2178514.250000 Penalty: 4829.679199
	Iteration 12Q: 3 clusters Score -2178514 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -2178654.750000 Penalty: 4829.679199
	Iteration 13Q: 3 clusters Score -2178655 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -2178743.000000 Penalty: 4829.679199
	Iteration 14Q: 3 clusters Score -2178743 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -2178799.250000 Penalty: 4829.679199
	Iteration 15Q: 3 clusters Score -2178799 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -2178825.750000 Penalty: 4829.679199
	Iteration 16Q: 3 clusters Score -2178826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2178841.250000 Penalty: 4829.679199
	Iteration 17Q: 3 clusters Score -2178841 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -2178851.000000 Penalty: 4829.679199
	Iteration 18Q: 3 clusters Score -2178851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -2178860.000000 Penalty: 4829.679199
	Iteration 19Q: 3 clusters Score -2178860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -2178856.750000 Penalty: 4829.679199
	Iteration 20F: 3 clusters Score -2178857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -2178858.250000 Penalty: 4829.679199
	Iteration 21Q: 3 clusters Score -2178858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -2178861.000000 Penalty: 4829.679199
	Iteration 22Q: 3 clusters Score -2178861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -2178860.750000 Penalty: 4829.679199
	Iteration 23Q: 3 clusters Score -2178861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -2178863.250000 Penalty: 4829.679199
	Iteration 24Q: 3 clusters Score -2178863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -2178865.500000 Penalty: 4829.679199
	Iteration 25Q: 3 clusters Score -2178866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -2178867.500000 Penalty: 4829.679199
	Iteration 26Q: 3 clusters Score -2178868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -2178868.750000 Penalty: 4829.679199
	Iteration 27Q: 3 clusters Score -2178869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -2178867.750000 Penalty: 4829.679199
	Iteration 28Q: 3 clusters Score -2178868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -2178867.750000 Penalty: 4829.679199
	Iteration 29F: 3 clusters Score -2178868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -35123.890625 Penalty: 1417.822876
	Iteration 0F: 2 clusters Score -35123.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -33921.074219 Penalty: 2835.645752
	Iteration 0F: 3 clusters Score -33921.07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -34011.988281 Penalty: 2835.645752
	Iteration 1F: 3 clusters Score -34011.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -34039.441406 Penalty: 2835.645752
	Iteration 2Q: 3 clusters Score -34039.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -34046.011719 Penalty: 2835.645752
	Iteration 3Q: 3 clusters Score -34046.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -34052.730469 Penalty: 2835.645752
	Iteration 4Q: 3 clusters Score -34052.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -34058.824219 Penalty: 2835.645752
	Iteration 5Q: 3 clusters Score -34058.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -34061.007812 Penalty: 2835.645752
	Iteration 6Q: 3 clusters Score -34061.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -34061.007812 Penalty: 2835.645752
	Iteration 7F: 3 clusters Score -34061.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Entering Unmasked Estep 
Score: -98934.460938 Penalty: 1692.444702
	Iteration 0F: 2 clusters Score -98934.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -97135.757812 Penalty: 3384.889404
	Iteration 0F: 3 clusters Score -97135.76 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -97847.414062 Penalty: 3384.889404
	Iteration 1F: 3 clusters Score -97847.41 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -98288.406250 Penalty: 3384.889404
	Iteration 2F: 3 clusters Score -98288.41 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -99195.617188 Penalty: 3384.889404
	Iteration 3F: 3 clusters Score -99195.62 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -99374.648438 Penalty: 3384.889404
	Iteration 4F: 3 clusters Score -99374.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -99435.687500 Penalty: 3384.889404
	Iteration 5Q: 3 clusters Score -99435.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -99460.585938 Penalty: 3384.889404
	Iteration 6Q: 3 clusters Score -99460.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -99501.062500 Penalty: 3384.889404
	Iteration 7Q: 3 clusters Score -99501.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -99525.992188 Penalty: 3384.889404
	Iteration 8Q: 3 clusters Score -99525.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -99531.703125 Penalty: 3384.889404
	Iteration 9Q: 3 clusters Score -99531.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -99531.703125 Penalty: 3384.889404
	Iteration 10F: 3 clusters Score -99531.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 813 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 24625 members 
Mstep: Class 3 contains 22958 members 
Mstep: Class 4 contains 16937 members 
Mstep: Class 5 contains 304 members 
Mstep: Class 6 contains 154 members 
Mstep: Class 7 contains 210998 members 
Mstep: Class 8 contains 2464 members 
Mstep: Class 9 contains 2048 members 
Mstep: Class 10 contains 359 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 114 members 
Mstep: Class 13 contains 9714 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4798 members 
Mstep: Class 17 contains 138654 members 
Mstep: Class 18 contains 766 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 1962 members 
Entering Unmasked Estep 
Score: -57696188.000000 Penalty: 67921.164062
Splitting cluster 6 changes total score from -57697140.000000 to -57696188.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (210998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210998 members 
Entering Unmasked Estep 
Score: -26642996.000000 Penalty: 3040.381592
	Iteration 0F: 2 clusters Score -2.6643e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105288 members 
Mstep: Class 2 contains 105710 members 
Entering Unmasked Estep 
Score: -26508410.000000 Penalty: 6080.763184
	Iteration 0F: 3 clusters Score -2.650841e+07 nChanged 101514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101294 members 
Mstep: Class 2 contains 109704 members 
Entering Unmasked Estep 
Score: -26569188.000000 Penalty: 6080.763184
	Iteration 1F: 3 clusters Score -2.656919e+07 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98706 members 
Mstep: Class 2 contains 112292 members 
Entering Unmasked Estep 
Score: -26571926.000000 Penalty: 6080.763184
	Iteration 2Q: 3 clusters Score -2.657193e+07 nChanged 9417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95031 members 
Mstep: Class 2 contains 115967 members 
Entering Unmasked Estep 
Score: -26576178.000000 Penalty: 6080.763184
	Iteration 3Q: 3 clusters Score -2.657618e+07 nChanged 11232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90527 members 
Mstep: Class 2 contains 120471 members 
Entering Unmasked Estep 
Score: -26582386.000000 Penalty: 6080.763184
	Iteration 4F: 3 clusters Score -2.658239e+07 nChanged 12424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85333 members 
Mstep: Class 2 contains 125665 members 
Entering Unmasked Estep 
Score: -26589830.000000 Penalty: 6080.763184
	Iteration 5F: 3 clusters Score -2.658983e+07 nChanged 12770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79907 members 
Mstep: Class 2 contains 131091 members 
Entering Unmasked Estep 
Score: -26596916.000000 Penalty: 6080.763184
	Iteration 6F: 3 clusters Score -2.659692e+07 nChanged 11838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74929 members 
Mstep: Class 2 contains 136069 members 
Entering Unmasked Estep 
Score: -26603644.000000 Penalty: 6080.763184
	Iteration 7F: 3 clusters Score -2.660364e+07 nChanged 10542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71023 members 
Mstep: Class 2 contains 139975 members 
Entering Unmasked Estep 
Score: -26609418.000000 Penalty: 6080.763184
	Iteration 8Q: 3 clusters Score -2.660942e+07 nChanged 9122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68047 members 
Mstep: Class 2 contains 142951 members 
Entering Unmasked Estep 
Score: -26614262.000000 Penalty: 6080.763184
	Iteration 9Q: 3 clusters Score -2.661426e+07 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65679 members 
Mstep: Class 2 contains 145319 members 
Entering Unmasked Estep 
Score: -26617906.000000 Penalty: 6080.763184
	Iteration 10Q: 3 clusters Score -2.661791e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63494 members 
Mstep: Class 2 contains 147504 members 
Entering Unmasked Estep 
Score: -26620298.000000 Penalty: 6080.763184
	Iteration 11Q: 3 clusters Score -2.66203e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61215 members 
Mstep: Class 2 contains 149783 members 
Entering Unmasked Estep 
Score: -26621550.000000 Penalty: 6080.763184
	Iteration 12Q: 3 clusters Score -2.662155e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58782 members 
Mstep: Class 2 contains 152216 members 
Entering Unmasked Estep 
Score: -26622452.000000 Penalty: 6080.763184
	Iteration 13Q: 3 clusters Score -2.662245e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56255 members 
Mstep: Class 2 contains 154743 members 
Entering Unmasked Estep 
Score: -26623164.000000 Penalty: 6080.763184
	Iteration 14Q: 3 clusters Score -2.662316e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53568 members 
Mstep: Class 2 contains 157430 members 
Entering Unmasked Estep 
Score: -26623980.000000 Penalty: 6080.763184
	Iteration 15Q: 3 clusters Score -2.662398e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50870 members 
Mstep: Class 2 contains 160128 members 
Entering Unmasked Estep 
Score: -26624822.000000 Penalty: 6080.763184
	Iteration 16Q: 3 clusters Score -2.662482e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48052 members 
Mstep: Class 2 contains 162946 members 
Entering Unmasked Estep 
Score: -26625504.000000 Penalty: 6080.763184
	Iteration 17Q: 3 clusters Score -2.66255e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45227 members 
Mstep: Class 2 contains 165771 members 
Entering Unmasked Estep 
Score: -26626368.000000 Penalty: 6080.763184
	Iteration 18Q: 3 clusters Score -2.662637e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 168651 members 
Entering Unmasked Estep 
Score: -26627572.000000 Penalty: 6080.763184
	Iteration 19Q: 3 clusters Score -2.662757e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 171509 members 
Entering Unmasked Estep 
Score: -26628532.000000 Penalty: 6080.763184
	Iteration 20F: 3 clusters Score -2.662853e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 174309 members 
Entering Unmasked Estep 
Score: -26629592.000000 Penalty: 6080.763184
	Iteration 21Q: 3 clusters Score -2.662959e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33879 members 
Mstep: Class 2 contains 177119 members 
Entering Unmasked Estep 
Score: -26630758.000000 Penalty: 6080.763184
	Iteration 22Q: 3 clusters Score -2.663076e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 179896 members 
Entering Unmasked Estep 
Score: -26631846.000000 Penalty: 6080.763184
	Iteration 23Q: 3 clusters Score -2.663185e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 182556 members 
Entering Unmasked Estep 
Score: -26632796.000000 Penalty: 6080.763184
	Iteration 24Q: 3 clusters Score -2.66328e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 185128 members 
Entering Unmasked Estep 
Score: -26633664.000000 Penalty: 6080.763184
	Iteration 25Q: 3 clusters Score -2.663366e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 187558 members 
Entering Unmasked Estep 
Score: -26634498.000000 Penalty: 6080.763184
	Iteration 26Q: 3 clusters Score -2.66345e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 189817 members 
Entering Unmasked Estep 
Score: -26635384.000000 Penalty: 6080.763184
	Iteration 27Q: 3 clusters Score -2.663538e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 191929 members 
Entering Unmasked Estep 
Score: -26636242.000000 Penalty: 6080.763184
	Iteration 28Q: 3 clusters Score -2.663624e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 193891 members 
Entering Unmasked Estep 
Score: -26636930.000000 Penalty: 6080.763184
	Iteration 29Q: 3 clusters Score -2.663693e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 195687 members 
Entering Unmasked Estep 
Score: -26637544.000000 Penalty: 6080.763184
	Iteration 30Q: 3 clusters Score -2.663754e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 197310 members 
Entering Unmasked Estep 
Score: -26638028.000000 Penalty: 6080.763184
	Iteration 31Q: 3 clusters Score -2.663803e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 198732 members 
Entering Unmasked Estep 
Score: -26638602.000000 Penalty: 6080.763184
	Iteration 32Q: 3 clusters Score -2.66386e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 200021 members 
Entering Unmasked Estep 
Score: -26638964.000000 Penalty: 6080.763184
	Iteration 33Q: 3 clusters Score -2.663896e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 201186 members 
Entering Unmasked Estep 
Score: -26639352.000000 Penalty: 6080.763184
	Iteration 34Q: 3 clusters Score -2.663935e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 202175 members 
Entering Unmasked Estep 
Score: -26639600.000000 Penalty: 6080.763184
	Iteration 35Q: 3 clusters Score -2.66396e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 203075 members 
Entering Unmasked Estep 
Score: -26639806.000000 Penalty: 6080.763184
	Iteration 36Q: 3 clusters Score -2.663981e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 203814 members 
Entering Unmasked Estep 
Score: -26640048.000000 Penalty: 6080.763184
	Iteration 37Q: 3 clusters Score -2.664005e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 204490 members 
Entering Unmasked Estep 
Score: -26640168.000000 Penalty: 6080.763184
	Iteration 38Q: 3 clusters Score -2.664017e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 205077 members 
Entering Unmasked Estep 
Score: -26640342.000000 Penalty: 6080.763184
	Iteration 39Q: 3 clusters Score -2.664034e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 205623 members 
Entering Unmasked Estep 
Score: -26640438.000000 Penalty: 6080.763184
	Iteration 40F: 3 clusters Score -2.664044e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 206070 members 
Entering Unmasked Estep 
Score: -26640486.000000 Penalty: 6080.763184
	Iteration 41Q: 3 clusters Score -2.664049e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 206477 members 
Entering Unmasked Estep 
Score: -26640600.000000 Penalty: 6080.763184
	Iteration 42Q: 3 clusters Score -2.66406e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 206821 members 
Entering Unmasked Estep 
Score: -26640644.000000 Penalty: 6080.763184
	Iteration 43Q: 3 clusters Score -2.664064e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 207116 members 
Entering Unmasked Estep 
Score: -26640608.000000 Penalty: 6080.763184
	Iteration 44Q: 3 clusters Score -2.664061e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 207368 members 
Entering Unmasked Estep 
Score: -26640642.000000 Penalty: 6080.763184
	Iteration 45Q: 3 clusters Score -2.664064e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 207573 members 
Entering Unmasked Estep 
Score: -26640692.000000 Penalty: 6080.763184
	Iteration 46Q: 3 clusters Score -2.664069e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 207726 members 
Entering Unmasked Estep 
Score: -26640608.000000 Penalty: 6080.763184
	Iteration 47Q: 3 clusters Score -2.664061e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 207871 members 
Entering Unmasked Estep 
Score: -26640634.000000 Penalty: 6080.763184
	Iteration 48Q: 3 clusters Score -2.664063e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 207980 members 
Entering Unmasked Estep 
Score: -26640634.000000 Penalty: 6080.763184
	Iteration 49Q: 3 clusters Score -2.664063e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 208085 members 
Entering Unmasked Estep 
Score: -26640612.000000 Penalty: 6080.763184
	Iteration 50Q: 3 clusters Score -2.664061e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 208183 members 
Entering Unmasked Estep 
Score: -26640664.000000 Penalty: 6080.763184
	Iteration 51Q: 3 clusters Score -2.664066e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 208263 members 
Entering Unmasked Estep 
Score: -26640654.000000 Penalty: 6080.763184
	Iteration 52Q: 3 clusters Score -2.664065e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 208333 members 
Entering Unmasked Estep 
Score: -26640656.000000 Penalty: 6080.763184
	Iteration 53Q: 3 clusters Score -2.664066e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 208410 members 
Entering Unmasked Estep 
Score: -26640614.000000 Penalty: 6080.763184
	Iteration 54Q: 3 clusters Score -2.664061e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 208476 members 
Entering Unmasked Estep 
Score: -26640616.000000 Penalty: 6080.763184
	Iteration 55Q: 3 clusters Score -2.664062e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 208527 members 
Entering Unmasked Estep 
Score: -26640626.000000 Penalty: 6080.763184
	Iteration 56Q: 3 clusters Score -2.664063e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 208581 members 
Entering Unmasked Estep 
Score: -26640658.000000 Penalty: 6080.763184
	Iteration 57Q: 3 clusters Score -2.664066e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 208613 members 
Entering Unmasked Estep 
Score: -26640628.000000 Penalty: 6080.763184
	Iteration 58Q: 3 clusters Score -2.664063e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 208652 members 
Entering Unmasked Estep 
Score: -26640642.000000 Penalty: 6080.763184
	Iteration 59Q: 3 clusters Score -2.664064e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 208690 members 
Entering Unmasked Estep 
Score: -26640648.000000 Penalty: 6080.763184
	Iteration 60F: 3 clusters Score -2.664065e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 208728 members 
Entering Unmasked Estep 
Score: -26640636.000000 Penalty: 6080.763184
	Iteration 61Q: 3 clusters Score -2.664064e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 208760 members 
Entering Unmasked Estep 
Score: -26640650.000000 Penalty: 6080.763184
	Iteration 62Q: 3 clusters Score -2.664065e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 208793 members 
Entering Unmasked Estep 
Score: -26640644.000000 Penalty: 6080.763184
	Iteration 63Q: 3 clusters Score -2.664064e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 208821 members 
Entering Unmasked Estep 
Score: -26640672.000000 Penalty: 6080.763184
	Iteration 64Q: 3 clusters Score -2.664067e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 208841 members 
Entering Unmasked Estep 
Score: -26640662.000000 Penalty: 6080.763184
	Iteration 65Q: 3 clusters Score -2.664066e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 208868 members 
Entering Unmasked Estep 
Score: -26640692.000000 Penalty: 6080.763184
	Iteration 66Q: 3 clusters Score -2.664069e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 208894 members 
Entering Unmasked Estep 
Score: -26640658.000000 Penalty: 6080.763184
	Iteration 67Q: 3 clusters Score -2.664066e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 208922 members 
Entering Unmasked Estep 
Score: -26640652.000000 Penalty: 6080.763184
	Iteration 68Q: 3 clusters Score -2.664065e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 208958 members 
Entering Unmasked Estep 
Score: -26640672.000000 Penalty: 6080.763184
	Iteration 69Q: 3 clusters Score -2.664067e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 208990 members 
Entering Unmasked Estep 
Score: -26640686.000000 Penalty: 6080.763184
	Iteration 70Q: 3 clusters Score -2.664069e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 209023 members 
Entering Unmasked Estep 
Score: -26640694.000000 Penalty: 6080.763184
	Iteration 71Q: 3 clusters Score -2.664069e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 209051 members 
Entering Unmasked Estep 
Score: -26640696.000000 Penalty: 6080.763184
	Iteration 72Q: 3 clusters Score -2.66407e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 209080 members 
Entering Unmasked Estep 
Score: -26640658.000000 Penalty: 6080.763184
	Iteration 73Q: 3 clusters Score -2.664066e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 209107 members 
Entering Unmasked Estep 
Score: -26640646.000000 Penalty: 6080.763184
	Iteration 74Q: 3 clusters Score -2.664065e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 209133 members 
Entering Unmasked Estep 
Score: -26640650.000000 Penalty: 6080.763184
	Iteration 75Q: 3 clusters Score -2.664065e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 209162 members 
Entering Unmasked Estep 
Score: -26640666.000000 Penalty: 6080.763184
	Iteration 76Q: 3 clusters Score -2.664067e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 209195 members 
Entering Unmasked Estep 
Score: -26640646.000000 Penalty: 6080.763184
	Iteration 77Q: 3 clusters Score -2.664065e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 209230 members 
Entering Unmasked Estep 
Score: -26640686.000000 Penalty: 6080.763184
	Iteration 78Q: 3 clusters Score -2.664069e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 209256 members 
Entering Unmasked Estep 
Score: -26640722.000000 Penalty: 6080.763184
	Iteration 79Q: 3 clusters Score -2.664072e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 209278 members 
Entering Unmasked Estep 
Score: -26640682.000000 Penalty: 6080.763184
	Iteration 80F: 3 clusters Score -2.664068e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 209295 members 
Entering Unmasked Estep 
Score: -26640678.000000 Penalty: 6080.763184
	Iteration 81Q: 3 clusters Score -2.664068e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 209304 members 
Entering Unmasked Estep 
Score: -26640690.000000 Penalty: 6080.763184
	Iteration 82Q: 3 clusters Score -2.664069e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 209315 members 
Entering Unmasked Estep 
Score: -26640688.000000 Penalty: 6080.763184
	Iteration 83Q: 3 clusters Score -2.664069e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 209320 members 
Entering Unmasked Estep 
Score: -26640704.000000 Penalty: 6080.763184
	Iteration 84Q: 3 clusters Score -2.66407e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 209331 members 
Entering Unmasked Estep 
Score: -26640700.000000 Penalty: 6080.763184
	Iteration 85Q: 3 clusters Score -2.66407e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 209345 members 
Entering Unmasked Estep 
Score: -26640704.000000 Penalty: 6080.763184
	Iteration 86Q: 3 clusters Score -2.66407e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 209352 members 
Entering Unmasked Estep 
Score: -26640708.000000 Penalty: 6080.763184
	Iteration 87Q: 3 clusters Score -2.664071e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 209358 members 
Entering Unmasked Estep 
Score: -26640714.000000 Penalty: 6080.763184
	Iteration 88Q: 3 clusters Score -2.664071e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 209366 members 
Entering Unmasked Estep 
Score: -26640722.000000 Penalty: 6080.763184
	Iteration 89Q: 3 clusters Score -2.664072e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 209374 members 
Entering Unmasked Estep 
Score: -26640708.000000 Penalty: 6080.763184
	Iteration 90Q: 3 clusters Score -2.664071e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 209380 members 
Entering Unmasked Estep 
Score: -26640698.000000 Penalty: 6080.763184
	Iteration 91Q: 3 clusters Score -2.66407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 209385 members 
Entering Unmasked Estep 
Score: -26640734.000000 Penalty: 6080.763184
	Iteration 92Q: 3 clusters Score -2.664073e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 209394 members 
Entering Unmasked Estep 
Score: -26640734.000000 Penalty: 6080.763184
	Iteration 93Q: 3 clusters Score -2.664073e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 209401 members 
Entering Unmasked Estep 
Score: -26640730.000000 Penalty: 6080.763184
	Iteration 94Q: 3 clusters Score -2.664073e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 209407 members 
Entering Unmasked Estep 
Score: -26640726.000000 Penalty: 6080.763184
	Iteration 95Q: 3 clusters Score -2.664073e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 209412 members 
Entering Unmasked Estep 
Score: -26640728.000000 Penalty: 6080.763184
	Iteration 96Q: 3 clusters Score -2.664073e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 209418 members 
Entering Unmasked Estep 
Score: -26640712.000000 Penalty: 6080.763184
	Iteration 97Q: 3 clusters Score -2.664071e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 209425 members 
Entering Unmasked Estep 
Score: -26640684.000000 Penalty: 6080.763184
	Iteration 98Q: 3 clusters Score -2.664068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 209429 members 
Entering Unmasked Estep 
Score: -26640692.000000 Penalty: 6080.763184
	Iteration 99Q: 3 clusters Score -2.664069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 209433 members 
Entering Unmasked Estep 
Score: -26640674.000000 Penalty: 6080.763184
	Iteration 100F: 3 clusters Score -2.664067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 209438 members 
Entering Unmasked Estep 
Score: -26640690.000000 Penalty: 6080.763184
	Iteration 101Q: 3 clusters Score -2.664069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 209442 members 
Entering Unmasked Estep 
Score: -26640694.000000 Penalty: 6080.763184
	Iteration 102Q: 3 clusters Score -2.664069e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 209451 members 
Entering Unmasked Estep 
Score: -26640680.000000 Penalty: 6080.763184
	Iteration 103Q: 3 clusters Score -2.664068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 209456 members 
Entering Unmasked Estep 
Score: -26640710.000000 Penalty: 6080.763184
	Iteration 104Q: 3 clusters Score -2.664071e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 209463 members 
Entering Unmasked Estep 
Score: -26640704.000000 Penalty: 6080.763184
	Iteration 105Q: 3 clusters Score -2.66407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 209464 members 
Entering Unmasked Estep 
Score: -26640704.000000 Penalty: 6080.763184
	Iteration 106Q: 3 clusters Score -2.66407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 209465 members 
Entering Unmasked Estep 
Score: -26640702.000000 Penalty: 6080.763184
	Iteration 107Q: 3 clusters Score -2.66407e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 209465 members 
Entering Unmasked Estep 
Score: -26640702.000000 Penalty: 6080.763184
	Iteration 108F: 3 clusters Score -2.66407e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Entering Unmasked Estep 
Score: -312185.750000 Penalty: 1936.766235
	Iteration 0F: 2 clusters Score -312185.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -309265.375000 Penalty: 3873.532471
	Iteration 0F: 3 clusters Score -309265.4 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -309849.093750 Penalty: 3873.532471
	Iteration 1F: 3 clusters Score -309849.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -309968.531250 Penalty: 3873.532471
	Iteration 2F: 3 clusters Score -309968.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -310039.968750 Penalty: 3873.532471
	Iteration 3Q: 3 clusters Score -310040 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -310096.187500 Penalty: 3873.532471
	Iteration 4Q: 3 clusters Score -310096.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -310134.125000 Penalty: 3873.532471
	Iteration 5Q: 3 clusters Score -310134.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -310164.781250 Penalty: 3873.532471
	Iteration 6Q: 3 clusters Score -310164.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -310181.531250 Penalty: 3873.532471
	Iteration 7Q: 3 clusters Score -310181.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -310189.812500 Penalty: 3873.532471
	Iteration 8Q: 3 clusters Score -310189.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -310201.531250 Penalty: 3873.532471
	Iteration 9Q: 3 clusters Score -310201.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -310208.875000 Penalty: 3873.532471
	Iteration 10Q: 3 clusters Score -310208.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -310215.062500 Penalty: 3873.532471
	Iteration 11Q: 3 clusters Score -310215.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -310220.187500 Penalty: 3873.532471
	Iteration 12Q: 3 clusters Score -310220.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -310225.531250 Penalty: 3873.532471
	Iteration 13Q: 3 clusters Score -310225.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -310228.531250 Penalty: 3873.532471
	Iteration 14Q: 3 clusters Score -310228.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -310232.593750 Penalty: 3873.532471
	Iteration 15Q: 3 clusters Score -310232.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -310234.937500 Penalty: 3873.532471
	Iteration 16Q: 3 clusters Score -310234.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -310236.031250 Penalty: 3873.532471
	Iteration 17Q: 3 clusters Score -310236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -310236.687500 Penalty: 3873.532471
	Iteration 18Q: 3 clusters Score -310236.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -310236.687500 Penalty: 3873.532471
	Iteration 19Q: 3 clusters Score -310236.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -310236.687500 Penalty: 3873.532471
	Iteration 20F: 3 clusters Score -310236.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Entering Unmasked Estep 
Score: -259926.875000 Penalty: 1890.905518
	Iteration 0F: 2 clusters Score -259926.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -257250.734375 Penalty: 3781.811035
	Iteration 0F: 3 clusters Score -257250.7 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -257740.203125 Penalty: 3781.811035
	Iteration 1F: 3 clusters Score -257740.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -257876.421875 Penalty: 3781.811035
	Iteration 2F: 3 clusters Score -257876.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -257946.062500 Penalty: 3781.811035
	Iteration 3Q: 3 clusters Score -257946.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -257991.046875 Penalty: 3781.811035
	Iteration 4Q: 3 clusters Score -257991 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -258025.515625 Penalty: 3781.811035
	Iteration 5Q: 3 clusters Score -258025.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -258059.187500 Penalty: 3781.811035
	Iteration 6Q: 3 clusters Score -258059.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -258089.734375 Penalty: 3781.811035
	Iteration 7Q: 3 clusters Score -258089.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -258114.921875 Penalty: 3781.811035
	Iteration 8Q: 3 clusters Score -258114.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -258143.859375 Penalty: 3781.811035
	Iteration 9Q: 3 clusters Score -258143.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -258181.296875 Penalty: 3781.811035
	Iteration 10Q: 3 clusters Score -258181.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -258234.531250 Penalty: 3781.811035
	Iteration 11Q: 3 clusters Score -258234.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -258289.078125 Penalty: 3781.811035
	Iteration 12Q: 3 clusters Score -258289.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -258362.890625 Penalty: 3781.811035
	Iteration 13Q: 3 clusters Score -258362.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -258445.625000 Penalty: 3781.811035
	Iteration 14Q: 3 clusters Score -258445.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -258532.671875 Penalty: 3781.811035
	Iteration 15Q: 3 clusters Score -258532.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -258680.906250 Penalty: 3781.811035
	Iteration 16Q: 3 clusters Score -258680.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -258844.937500 Penalty: 3781.811035
	Iteration 17Q: 3 clusters Score -258844.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -258990.875000 Penalty: 3781.811035
	Iteration 18Q: 3 clusters Score -258990.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -259138.718750 Penalty: 3781.811035
	Iteration 19Q: 3 clusters Score -259138.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -259267.640625 Penalty: 3781.811035
	Iteration 20F: 3 clusters Score -259267.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -259342.734375 Penalty: 3781.811035
	Iteration 21Q: 3 clusters Score -259342.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -259384.265625 Penalty: 3781.811035
	Iteration 22Q: 3 clusters Score -259384.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -259398.640625 Penalty: 3781.811035
	Iteration 23Q: 3 clusters Score -259398.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -259401.609375 Penalty: 3781.811035
	Iteration 24Q: 3 clusters Score -259401.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -259403.359375 Penalty: 3781.811035
	Iteration 25Q: 3 clusters Score -259403.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -259405.843750 Penalty: 3781.811035
	Iteration 26Q: 3 clusters Score -259405.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -259406.937500 Penalty: 3781.811035
	Iteration 27Q: 3 clusters Score -259406.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -259408.250000 Penalty: 3781.811035
	Iteration 28Q: 3 clusters Score -259408.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -259408.250000 Penalty: 3781.811035
	Iteration 29F: 3 clusters Score -259408.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -40820.371094 Penalty: 1459.063965
	Iteration 0F: 2 clusters Score -40820.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39443.714844 Penalty: 2918.127930
	Iteration 0F: 3 clusters Score -39443.71 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -39615.390625 Penalty: 2918.127930
	Iteration 1F: 3 clusters Score -39615.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39670.406250 Penalty: 2918.127930
	Iteration 2Q: 3 clusters Score -39670.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -39677.558594 Penalty: 2918.127930
	Iteration 3Q: 3 clusters Score -39677.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39681.820312 Penalty: 2918.127930
	Iteration 4Q: 3 clusters Score -39681.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -39689.460938 Penalty: 2918.127930
	Iteration 5Q: 3 clusters Score -39689.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39696.769531 Penalty: 2918.127930
	Iteration 6Q: 3 clusters Score -39696.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39696.769531 Penalty: 2918.127930
	Iteration 7F: 3 clusters Score -39696.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -40534.386719 Penalty: 1478.967651
	Iteration 0F: 2 clusters Score -40534.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -39111.769531 Penalty: 2957.935303
	Iteration 0F: 3 clusters Score -39111.77 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -39290.476562 Penalty: 2957.935303
	Iteration 1F: 3 clusters Score -39290.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -39374.894531 Penalty: 2957.935303
	Iteration 2F: 3 clusters Score -39374.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -39411.070312 Penalty: 2957.935303
	Iteration 3Q: 3 clusters Score -39411.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39444.738281 Penalty: 2957.935303
	Iteration 4Q: 3 clusters Score -39444.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39469.832031 Penalty: 2957.935303
	Iteration 5Q: 3 clusters Score -39469.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -39481.128906 Penalty: 2957.935303
	Iteration 6Q: 3 clusters Score -39481.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39505.886719 Penalty: 2957.935303
	Iteration 7Q: 3 clusters Score -39505.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -39527.589844 Penalty: 2957.935303
	Iteration 8Q: 3 clusters Score -39527.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -39543.914062 Penalty: 2957.935303
	Iteration 9Q: 3 clusters Score -39543.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -39552.132812 Penalty: 2957.935303
	Iteration 10Q: 3 clusters Score -39552.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -39556.925781 Penalty: 2957.935303
	Iteration 11Q: 3 clusters Score -39556.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -39559.718750 Penalty: 2957.935303
	Iteration 12Q: 3 clusters Score -39559.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -39562.746094 Penalty: 2957.935303
	Iteration 13Q: 3 clusters Score -39562.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -39566.808594 Penalty: 2957.935303
	Iteration 14Q: 3 clusters Score -39566.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -39566.808594 Penalty: 2957.935303
	Iteration 15F: 3 clusters Score -39566.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Entering Unmasked Estep 
Score: -11156.831055 Penalty: 1174.577148
	Iteration 0F: 2 clusters Score -11156.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -10291.070312 Penalty: 2349.154297
	Iteration 0F: 3 clusters Score -10291.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -10317.866211 Penalty: 2349.154297
	Iteration 1Q: 3 clusters Score -10317.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -10323.199219 Penalty: 2349.154297
	Iteration 2Q: 3 clusters Score -10323.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -10323.199219 Penalty: 2349.154297
	Iteration 3F: 3 clusters Score -10323.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Entering Unmasked Estep 
Score: -1243527.750000 Penalty: 2276.968018
	Iteration 0F: 2 clusters Score -1243528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1236086.000000 Penalty: 4553.936035
	Iteration 0F: 3 clusters Score -1236086 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1238317.500000 Penalty: 4553.936035
	Iteration 1F: 3 clusters Score -1238318 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1238650.125000 Penalty: 4553.936035
	Iteration 2F: 3 clusters Score -1238650 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1238863.000000 Penalty: 4553.936035
	Iteration 3Q: 3 clusters Score -1238863 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1239042.875000 Penalty: 4553.936035
	Iteration 4Q: 3 clusters Score -1239043 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1239173.000000 Penalty: 4553.936035
	Iteration 5Q: 3 clusters Score -1239173 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1239291.250000 Penalty: 4553.936035
	Iteration 6Q: 3 clusters Score -1239291 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1239412.375000 Penalty: 4553.936035
	Iteration 7Q: 3 clusters Score -1239412 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1239540.500000 Penalty: 4553.936035
	Iteration 8Q: 3 clusters Score -1239540 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1239681.750000 Penalty: 4553.936035
	Iteration 9Q: 3 clusters Score -1239682 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1239828.500000 Penalty: 4553.936035
	Iteration 10Q: 3 clusters Score -1239828 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1239987.250000 Penalty: 4553.936035
	Iteration 11Q: 3 clusters Score -1239987 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1240143.125000 Penalty: 4553.936035
	Iteration 12Q: 3 clusters Score -1240143 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1240298.750000 Penalty: 4553.936035
	Iteration 13Q: 3 clusters Score -1240299 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1240453.500000 Penalty: 4553.936035
	Iteration 14Q: 3 clusters Score -1240454 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1240584.625000 Penalty: 4553.936035
	Iteration 15Q: 3 clusters Score -1240585 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1240710.750000 Penalty: 4553.936035
	Iteration 16Q: 3 clusters Score -1240711 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1240840.875000 Penalty: 4553.936035
	Iteration 17Q: 3 clusters Score -1240841 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1240975.625000 Penalty: 4553.936035
	Iteration 18Q: 3 clusters Score -1240976 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1241117.375000 Penalty: 4553.936035
	Iteration 19Q: 3 clusters Score -1241117 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1241255.750000 Penalty: 4553.936035
	Iteration 20F: 3 clusters Score -1241256 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1241372.875000 Penalty: 4553.936035
	Iteration 21Q: 3 clusters Score -1241373 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1241454.375000 Penalty: 4553.936035
	Iteration 22Q: 3 clusters Score -1241454 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1241516.625000 Penalty: 4553.936035
	Iteration 23Q: 3 clusters Score -1241517 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1241574.625000 Penalty: 4553.936035
	Iteration 24Q: 3 clusters Score -1241575 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1241625.375000 Penalty: 4553.936035
	Iteration 25Q: 3 clusters Score -1241625 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1241658.750000 Penalty: 4553.936035
	Iteration 26Q: 3 clusters Score -1241659 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1241684.250000 Penalty: 4553.936035
	Iteration 27Q: 3 clusters Score -1241684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1241702.000000 Penalty: 4553.936035
	Iteration 28Q: 3 clusters Score -1241702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1241714.750000 Penalty: 4553.936035
	Iteration 29Q: 3 clusters Score -1241715 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1241729.625000 Penalty: 4553.936035
	Iteration 30Q: 3 clusters Score -1241730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1241733.375000 Penalty: 4553.936035
	Iteration 31Q: 3 clusters Score -1241733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1241742.375000 Penalty: 4553.936035
	Iteration 32Q: 3 clusters Score -1241742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1241745.250000 Penalty: 4553.936035
	Iteration 33Q: 3 clusters Score -1241745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1241751.750000 Penalty: 4553.936035
	Iteration 34Q: 3 clusters Score -1241752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1241752.000000 Penalty: 4553.936035
	Iteration 35Q: 3 clusters Score -1241752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1241754.250000 Penalty: 4553.936035
	Iteration 36Q: 3 clusters Score -1241754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1241757.375000 Penalty: 4553.936035
	Iteration 37Q: 3 clusters Score -1241757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1241762.000000 Penalty: 4553.936035
	Iteration 38Q: 3 clusters Score -1241762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1241765.500000 Penalty: 4553.936035
	Iteration 39Q: 3 clusters Score -1241766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1241767.375000 Penalty: 4553.936035
	Iteration 40F: 3 clusters Score -1241767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1241774.750000 Penalty: 4553.936035
	Iteration 41Q: 3 clusters Score -1241775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1241777.750000 Penalty: 4553.936035
	Iteration 42Q: 3 clusters Score -1241778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1241774.625000 Penalty: 4553.936035
	Iteration 43Q: 3 clusters Score -1241775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1241774.500000 Penalty: 4553.936035
	Iteration 44Q: 3 clusters Score -1241774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1241774.500000 Penalty: 4553.936035
	Iteration 45F: 3 clusters Score -1241774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Entering Unmasked Estep 
Score: -37163.726562 Penalty: 1459.753784
	Iteration 0F: 2 clusters Score -37163.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -35805.847656 Penalty: 2919.507568
	Iteration 0F: 3 clusters Score -35805.85 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -36022.117188 Penalty: 2919.507568
	Iteration 1F: 3 clusters Score -36022.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -36162.699219 Penalty: 2919.507568
	Iteration 2Q: 3 clusters Score -36162.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -36255.140625 Penalty: 2919.507568
	Iteration 3Q: 3 clusters Score -36255.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -36425.683594 Penalty: 2919.507568
	Iteration 4Q: 3 clusters Score -36425.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -36772.613281 Penalty: 2919.507568
	Iteration 5Q: 3 clusters Score -36772.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -36904.914062 Penalty: 2919.507568
	Iteration 6F: 3 clusters Score -36904.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -36987.152344 Penalty: 2919.507568
	Iteration 7Q: 3 clusters Score -36987.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -37033.691406 Penalty: 2919.507568
	Iteration 8Q: 3 clusters Score -37033.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -37074.941406 Penalty: 2919.507568
	Iteration 9Q: 3 clusters Score -37074.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -37097.820312 Penalty: 2919.507568
	Iteration 10Q: 3 clusters Score -37097.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -37105.304688 Penalty: 2919.507568
	Iteration 11Q: 3 clusters Score -37105.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -37109.097656 Penalty: 2919.507568
	Iteration 12Q: 3 clusters Score -37109.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -37118.105469 Penalty: 2919.507568
	Iteration 13Q: 3 clusters Score -37118.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -37126.171875 Penalty: 2919.507568
	Iteration 14Q: 3 clusters Score -37126.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -37137.109375 Penalty: 2919.507568
	Iteration 15Q: 3 clusters Score -37137.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -37137.109375 Penalty: 2919.507568
	Iteration 16F: 3 clusters Score -37137.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Entering Unmasked Estep 
Score: -161313.375000 Penalty: 1775.697144
	Iteration 0F: 2 clusters Score -161313.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -159120.593750 Penalty: 3551.394287
	Iteration 0F: 3 clusters Score -159120.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -159444.703125 Penalty: 3551.394287
	Iteration 1F: 3 clusters Score -159444.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -159544.890625 Penalty: 3551.394287
	Iteration 2F: 3 clusters Score -159544.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -159592.125000 Penalty: 3551.394287
	Iteration 3Q: 3 clusters Score -159592.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -159607.468750 Penalty: 3551.394287
	Iteration 4Q: 3 clusters Score -159607.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -159615.718750 Penalty: 3551.394287
	Iteration 5Q: 3 clusters Score -159615.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -159620.187500 Penalty: 3551.394287
	Iteration 6Q: 3 clusters Score -159620.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -159621.562500 Penalty: 3551.394287
	Iteration 7Q: 3 clusters Score -159621.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -159623.546875 Penalty: 3551.394287
	Iteration 8Q: 3 clusters Score -159623.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -159626.046875 Penalty: 3551.394287
	Iteration 9Q: 3 clusters Score -159626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -159630.312500 Penalty: 3551.394287
	Iteration 10Q: 3 clusters Score -159630.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -159633.406250 Penalty: 3551.394287
	Iteration 11Q: 3 clusters Score -159633.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -159634.406250 Penalty: 3551.394287
	Iteration 12Q: 3 clusters Score -159634.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -159635.750000 Penalty: 3551.394287
	Iteration 13Q: 3 clusters Score -159635.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -159638.265625 Penalty: 3551.394287
	Iteration 14Q: 3 clusters Score -159638.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -159639.484375 Penalty: 3551.394287
	Iteration 15Q: 3 clusters Score -159639.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -159640.718750 Penalty: 3551.394287
	Iteration 16Q: 3 clusters Score -159640.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -159644.125000 Penalty: 3551.394287
	Iteration 17Q: 3 clusters Score -159644.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -159647.546875 Penalty: 3551.394287
	Iteration 18Q: 3 clusters Score -159647.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -159649.906250 Penalty: 3551.394287
	Iteration 19Q: 3 clusters Score -159649.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -159654.578125 Penalty: 3551.394287
	Iteration 20F: 3 clusters Score -159654.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -159658.968750 Penalty: 3551.394287
	Iteration 21Q: 3 clusters Score -159659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -159662.187500 Penalty: 3551.394287
	Iteration 22Q: 3 clusters Score -159662.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -159666.593750 Penalty: 3551.394287
	Iteration 23Q: 3 clusters Score -159666.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -159668.625000 Penalty: 3551.394287
	Iteration 24Q: 3 clusters Score -159668.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -159668.625000 Penalty: 3551.394287
	Iteration 25F: 3 clusters Score -159668.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Entering Unmasked Estep 
Score: -621728.937500 Penalty: 2102.036621
	Iteration 0F: 2 clusters Score -621728.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -617362.875000 Penalty: 4204.073242
	Iteration 0F: 3 clusters Score -617362.9 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -618349.500000 Penalty: 4204.073242
	Iteration 1F: 3 clusters Score -618349.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -618553.000000 Penalty: 4204.073242
	Iteration 2F: 3 clusters Score -618553 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -618670.062500 Penalty: 4204.073242
	Iteration 3Q: 3 clusters Score -618670.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -618745.187500 Penalty: 4204.073242
	Iteration 4Q: 3 clusters Score -618745.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -618819.875000 Penalty: 4204.073242
	Iteration 5Q: 3 clusters Score -618819.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -618887.312500 Penalty: 4204.073242
	Iteration 6Q: 3 clusters Score -618887.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -618927.312500 Penalty: 4204.073242
	Iteration 7Q: 3 clusters Score -618927.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -618981.187500 Penalty: 4204.073242
	Iteration 8Q: 3 clusters Score -618981.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -619040.500000 Penalty: 4204.073242
	Iteration 9Q: 3 clusters Score -619040.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -619082.312500 Penalty: 4204.073242
	Iteration 10Q: 3 clusters Score -619082.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -619119.250000 Penalty: 4204.073242
	Iteration 11Q: 3 clusters Score -619119.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -619154.000000 Penalty: 4204.073242
	Iteration 12Q: 3 clusters Score -619154 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -619187.187500 Penalty: 4204.073242
	Iteration 13Q: 3 clusters Score -619187.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -619207.437500 Penalty: 4204.073242
	Iteration 14Q: 3 clusters Score -619207.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -619223.937500 Penalty: 4204.073242
	Iteration 15Q: 3 clusters Score -619223.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -619239.437500 Penalty: 4204.073242
	Iteration 16Q: 3 clusters Score -619239.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -619255.312500 Penalty: 4204.073242
	Iteration 17Q: 3 clusters Score -619255.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -619265.375000 Penalty: 4204.073242
	Iteration 18Q: 3 clusters Score -619265.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -619271.812500 Penalty: 4204.073242
	Iteration 19Q: 3 clusters Score -619271.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -619277.125000 Penalty: 4204.073242
	Iteration 20F: 3 clusters Score -619277.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -619288.125000 Penalty: 4204.073242
	Iteration 21Q: 3 clusters Score -619288.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -619309.062500 Penalty: 4204.073242
	Iteration 22Q: 3 clusters Score -619309.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -619329.375000 Penalty: 4204.073242
	Iteration 23Q: 3 clusters Score -619329.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -619352.437500 Penalty: 4204.073242
	Iteration 24Q: 3 clusters Score -619352.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -619382.312500 Penalty: 4204.073242
	Iteration 25Q: 3 clusters Score -619382.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -619406.875000 Penalty: 4204.073242
	Iteration 26Q: 3 clusters Score -619406.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -619426.562500 Penalty: 4204.073242
	Iteration 27Q: 3 clusters Score -619426.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -619447.687500 Penalty: 4204.073242
	Iteration 28Q: 3 clusters Score -619447.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -619467.500000 Penalty: 4204.073242
	Iteration 29Q: 3 clusters Score -619467.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -619490.937500 Penalty: 4204.073242
	Iteration 30Q: 3 clusters Score -619490.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -619507.125000 Penalty: 4204.073242
	Iteration 31Q: 3 clusters Score -619507.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -619523.625000 Penalty: 4204.073242
	Iteration 32Q: 3 clusters Score -619523.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -619537.125000 Penalty: 4204.073242
	Iteration 33Q: 3 clusters Score -619537.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -619554.250000 Penalty: 4204.073242
	Iteration 34Q: 3 clusters Score -619554.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -619570.937500 Penalty: 4204.073242
	Iteration 35Q: 3 clusters Score -619570.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -619581.625000 Penalty: 4204.073242
	Iteration 36Q: 3 clusters Score -619581.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -619593.562500 Penalty: 4204.073242
	Iteration 37Q: 3 clusters Score -619593.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -619605.437500 Penalty: 4204.073242
	Iteration 38Q: 3 clusters Score -619605.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -619617.000000 Penalty: 4204.073242
	Iteration 39Q: 3 clusters Score -619617 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -619628.062500 Penalty: 4204.073242
	Iteration 40F: 3 clusters Score -619628.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -619638.000000 Penalty: 4204.073242
	Iteration 41Q: 3 clusters Score -619638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -619643.875000 Penalty: 4204.073242
	Iteration 42Q: 3 clusters Score -619643.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -619648.187500 Penalty: 4204.073242
	Iteration 43Q: 3 clusters Score -619648.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -619650.125000 Penalty: 4204.073242
	Iteration 44Q: 3 clusters Score -619650.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -619653.437500 Penalty: 4204.073242
	Iteration 45Q: 3 clusters Score -619653.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -619655.125000 Penalty: 4204.073242
	Iteration 46Q: 3 clusters Score -619655.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -619656.062500 Penalty: 4204.073242
	Iteration 47Q: 3 clusters Score -619656.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -619658.375000 Penalty: 4204.073242
	Iteration 48Q: 3 clusters Score -619658.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -619658.687500 Penalty: 4204.073242
	Iteration 49Q: 3 clusters Score -619658.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -619662.375000 Penalty: 4204.073242
	Iteration 50Q: 3 clusters Score -619662.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -619665.875000 Penalty: 4204.073242
	Iteration 51Q: 3 clusters Score -619665.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -619671.125000 Penalty: 4204.073242
	Iteration 52Q: 3 clusters Score -619671.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -619673.375000 Penalty: 4204.073242
	Iteration 53Q: 3 clusters Score -619673.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -619675.937500 Penalty: 4204.073242
	Iteration 54Q: 3 clusters Score -619675.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -619681.500000 Penalty: 4204.073242
	Iteration 55Q: 3 clusters Score -619681.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -619685.562500 Penalty: 4204.073242
	Iteration 56Q: 3 clusters Score -619685.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -619688.625000 Penalty: 4204.073242
	Iteration 57Q: 3 clusters Score -619688.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -619689.312500 Penalty: 4204.073242
	Iteration 58Q: 3 clusters Score -619689.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -619690.187500 Penalty: 4204.073242
	Iteration 59Q: 3 clusters Score -619690.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -619693.750000 Penalty: 4204.073242
	Iteration 60F: 3 clusters Score -619693.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -619695.937500 Penalty: 4204.073242
	Iteration 61Q: 3 clusters Score -619695.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -619698.375000 Penalty: 4204.073242
	Iteration 62Q: 3 clusters Score -619698.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -619702.375000 Penalty: 4204.073242
	Iteration 63Q: 3 clusters Score -619702.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -619703.812500 Penalty: 4204.073242
	Iteration 64Q: 3 clusters Score -619703.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -619706.312500 Penalty: 4204.073242
	Iteration 65Q: 3 clusters Score -619706.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -619710.500000 Penalty: 4204.073242
	Iteration 66Q: 3 clusters Score -619710.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -619711.812500 Penalty: 4204.073242
	Iteration 67Q: 3 clusters Score -619711.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -619711.875000 Penalty: 4204.073242
	Iteration 68Q: 3 clusters Score -619711.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -619712.375000 Penalty: 4204.073242
	Iteration 69Q: 3 clusters Score -619712.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -619712.375000 Penalty: 4204.073242
	Iteration 70F: 3 clusters Score -619712.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (138654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138654 members 
Entering Unmasked Estep 
Score: -17715100.000000 Penalty: 2936.254883
	Iteration 0F: 2 clusters Score -1.77151e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69086 members 
Mstep: Class 2 contains 69568 members 
Entering Unmasked Estep 
Score: -17623240.000000 Penalty: 5872.509766
	Iteration 0F: 3 clusters Score -1.762324e+07 nChanged 65870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65942 members 
Mstep: Class 2 contains 72712 members 
Entering Unmasked Estep 
Score: -17661398.000000 Penalty: 5872.509766
	Iteration 1F: 3 clusters Score -1.76614e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64106 members 
Mstep: Class 2 contains 74548 members 
Entering Unmasked Estep 
Score: -17662968.000000 Penalty: 5872.509766
	Iteration 2Q: 3 clusters Score -1.766297e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61469 members 
Mstep: Class 2 contains 77185 members 
Entering Unmasked Estep 
Score: -17665498.000000 Penalty: 5872.509766
	Iteration 3Q: 3 clusters Score -1.76655e+07 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58013 members 
Mstep: Class 2 contains 80641 members 
Entering Unmasked Estep 
Score: -17668980.000000 Penalty: 5872.509766
	Iteration 4Q: 3 clusters Score -1.766898e+07 nChanged 7484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53797 members 
Mstep: Class 2 contains 84857 members 
Entering Unmasked Estep 
Score: -17673890.000000 Penalty: 5872.509766
	Iteration 5F: 3 clusters Score -1.767389e+07 nChanged 8403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49162 members 
Mstep: Class 2 contains 89492 members 
Entering Unmasked Estep 
Score: -17679710.000000 Penalty: 5872.509766
	Iteration 6F: 3 clusters Score -1.767971e+07 nChanged 8603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44639 members 
Mstep: Class 2 contains 94015 members 
Entering Unmasked Estep 
Score: -17685774.000000 Penalty: 5872.509766
	Iteration 7F: 3 clusters Score -1.768577e+07 nChanged 8019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40856 members 
Mstep: Class 2 contains 97798 members 
Entering Unmasked Estep 
Score: -17691064.000000 Penalty: 5872.509766
	Iteration 8F: 3 clusters Score -1.769106e+07 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38185 members 
Mstep: Class 2 contains 100469 members 
Entering Unmasked Estep 
Score: -17694832.000000 Penalty: 5872.509766
	Iteration 9Q: 3 clusters Score -1.769483e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 2 contains 102535 members 
Entering Unmasked Estep 
Score: -17697270.000000 Penalty: 5872.509766
	Iteration 10Q: 3 clusters Score -1.769727e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 104242 members 
Entering Unmasked Estep 
Score: -17698740.000000 Penalty: 5872.509766
	Iteration 11Q: 3 clusters Score -1.769874e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 105894 members 
Entering Unmasked Estep 
Score: -17699750.000000 Penalty: 5872.509766
	Iteration 12Q: 3 clusters Score -1.769975e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 107459 members 
Entering Unmasked Estep 
Score: -17700498.000000 Penalty: 5872.509766
	Iteration 13Q: 3 clusters Score -1.77005e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 109084 members 
Entering Unmasked Estep 
Score: -17701198.000000 Penalty: 5872.509766
	Iteration 14Q: 3 clusters Score -1.77012e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 110719 members 
Entering Unmasked Estep 
Score: -17701800.000000 Penalty: 5872.509766
	Iteration 15Q: 3 clusters Score -1.77018e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 112397 members 
Entering Unmasked Estep 
Score: -17702394.000000 Penalty: 5872.509766
	Iteration 16Q: 3 clusters Score -1.770239e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 114144 members 
Entering Unmasked Estep 
Score: -17703000.000000 Penalty: 5872.509766
	Iteration 17Q: 3 clusters Score -1.7703e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 115889 members 
Entering Unmasked Estep 
Score: -17703610.000000 Penalty: 5872.509766
	Iteration 18Q: 3 clusters Score -1.770361e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 117655 members 
Entering Unmasked Estep 
Score: -17704250.000000 Penalty: 5872.509766
	Iteration 19Q: 3 clusters Score -1.770425e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 119373 members 
Entering Unmasked Estep 
Score: -17704768.000000 Penalty: 5872.509766
	Iteration 20F: 3 clusters Score -1.770477e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 121082 members 
Entering Unmasked Estep 
Score: -17705384.000000 Penalty: 5872.509766
	Iteration 21Q: 3 clusters Score -1.770538e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 122841 members 
Entering Unmasked Estep 
Score: -17706078.000000 Penalty: 5872.509766
	Iteration 22Q: 3 clusters Score -1.770608e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 124553 members 
Entering Unmasked Estep 
Score: -17706874.000000 Penalty: 5872.509766
	Iteration 23Q: 3 clusters Score -1.770687e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 126158 members 
Entering Unmasked Estep 
Score: -17707666.000000 Penalty: 5872.509766
	Iteration 24Q: 3 clusters Score -1.770767e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 127696 members 
Entering Unmasked Estep 
Score: -17708520.000000 Penalty: 5872.509766
	Iteration 25Q: 3 clusters Score -1.770852e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 129066 members 
Entering Unmasked Estep 
Score: -17709408.000000 Penalty: 5872.509766
	Iteration 26Q: 3 clusters Score -1.770941e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 130291 members 
Entering Unmasked Estep 
Score: -17710182.000000 Penalty: 5872.509766
	Iteration 27Q: 3 clusters Score -1.771018e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 131278 members 
Entering Unmasked Estep 
Score: -17711074.000000 Penalty: 5872.509766
	Iteration 28Q: 3 clusters Score -1.771107e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 131995 members 
Entering Unmasked Estep 
Score: -17711832.000000 Penalty: 5872.509766
	Iteration 29Q: 3 clusters Score -1.771183e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 132476 members 
Entering Unmasked Estep 
Score: -17712300.000000 Penalty: 5872.509766
	Iteration 30Q: 3 clusters Score -1.77123e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 132839 members 
Entering Unmasked Estep 
Score: -17712710.000000 Penalty: 5872.509766
	Iteration 31Q: 3 clusters Score -1.771271e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 133076 members 
Entering Unmasked Estep 
Score: -17712940.000000 Penalty: 5872.509766
	Iteration 32Q: 3 clusters Score -1.771294e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 133255 members 
Entering Unmasked Estep 
Score: -17713076.000000 Penalty: 5872.509766
	Iteration 33Q: 3 clusters Score -1.771308e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 133389 members 
Entering Unmasked Estep 
Score: -17713228.000000 Penalty: 5872.509766
	Iteration 34Q: 3 clusters Score -1.771323e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 133493 members 
Entering Unmasked Estep 
Score: -17713334.000000 Penalty: 5872.509766
	Iteration 35Q: 3 clusters Score -1.771333e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 133570 members 
Entering Unmasked Estep 
Score: -17713436.000000 Penalty: 5872.509766
	Iteration 36Q: 3 clusters Score -1.771344e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 133638 members 
Entering Unmasked Estep 
Score: -17713482.000000 Penalty: 5872.509766
	Iteration 37Q: 3 clusters Score -1.771348e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 133685 members 
Entering Unmasked Estep 
Score: -17713486.000000 Penalty: 5872.509766
	Iteration 38Q: 3 clusters Score -1.771349e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 133710 members 
Entering Unmasked Estep 
Score: -17713506.000000 Penalty: 5872.509766
	Iteration 39Q: 3 clusters Score -1.771351e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 133729 members 
Entering Unmasked Estep 
Score: -17713526.000000 Penalty: 5872.509766
	Iteration 40F: 3 clusters Score -1.771353e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 133719 members 
Entering Unmasked Estep 
Score: -17713518.000000 Penalty: 5872.509766
	Iteration 41Q: 3 clusters Score -1.771352e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 133710 members 
Entering Unmasked Estep 
Score: -17713530.000000 Penalty: 5872.509766
	Iteration 42Q: 3 clusters Score -1.771353e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 133697 members 
Entering Unmasked Estep 
Score: -17713538.000000 Penalty: 5872.509766
	Iteration 43Q: 3 clusters Score -1.771354e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 133685 members 
Entering Unmasked Estep 
Score: -17713514.000000 Penalty: 5872.509766
	Iteration 44Q: 3 clusters Score -1.771351e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 133683 members 
Entering Unmasked Estep 
Score: -17713522.000000 Penalty: 5872.509766
	Iteration 45Q: 3 clusters Score -1.771352e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 133680 members 
Entering Unmasked Estep 
Score: -17713526.000000 Penalty: 5872.509766
	Iteration 46Q: 3 clusters Score -1.771353e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 133676 members 
Entering Unmasked Estep 
Score: -17713526.000000 Penalty: 5872.509766
	Iteration 47Q: 3 clusters Score -1.771353e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 133676 members 
Entering Unmasked Estep 
Score: -17713528.000000 Penalty: 5872.509766
	Iteration 48Q: 3 clusters Score -1.771353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 133676 members 
Entering Unmasked Estep 
Score: -17713530.000000 Penalty: 5872.509766
	Iteration 49Q: 3 clusters Score -1.771353e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 133676 members 
Entering Unmasked Estep 
Score: -17713530.000000 Penalty: 5872.509766
	Iteration 50F: 3 clusters Score -1.771353e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Entering Unmasked Estep 
Score: -181198.203125 Penalty: 1803.899048
	Iteration 0F: 2 clusters Score -181198.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -178945.046875 Penalty: 3607.798096
	Iteration 0F: 3 clusters Score -178945 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -179331.015625 Penalty: 3607.798096
	Iteration 1F: 3 clusters Score -179331 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -179456.625000 Penalty: 3607.798096
	Iteration 2F: 3 clusters Score -179456.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -179508.031250 Penalty: 3607.798096
	Iteration 3Q: 3 clusters Score -179508 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -179536.859375 Penalty: 3607.798096
	Iteration 4Q: 3 clusters Score -179536.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -179561.562500 Penalty: 3607.798096
	Iteration 5Q: 3 clusters Score -179561.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -179573.156250 Penalty: 3607.798096
	Iteration 6Q: 3 clusters Score -179573.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -179585.890625 Penalty: 3607.798096
	Iteration 7Q: 3 clusters Score -179585.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -179603.406250 Penalty: 3607.798096
	Iteration 8Q: 3 clusters Score -179603.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -179614.703125 Penalty: 3607.798096
	Iteration 9Q: 3 clusters Score -179614.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -179623.468750 Penalty: 3607.798096
	Iteration 10Q: 3 clusters Score -179623.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -179631.093750 Penalty: 3607.798096
	Iteration 11Q: 3 clusters Score -179631.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -179641.406250 Penalty: 3607.798096
	Iteration 12Q: 3 clusters Score -179641.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -179664.156250 Penalty: 3607.798096
	Iteration 13Q: 3 clusters Score -179664.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -179678.625000 Penalty: 3607.798096
	Iteration 14Q: 3 clusters Score -179678.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -179698.734375 Penalty: 3607.798096
	Iteration 15Q: 3 clusters Score -179698.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -179717.421875 Penalty: 3607.798096
	Iteration 16Q: 3 clusters Score -179717.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -179731.390625 Penalty: 3607.798096
	Iteration 17Q: 3 clusters Score -179731.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -179739.156250 Penalty: 3607.798096
	Iteration 18Q: 3 clusters Score -179739.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -179744.484375 Penalty: 3607.798096
	Iteration 19Q: 3 clusters Score -179744.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -179747.843750 Penalty: 3607.798096
	Iteration 20F: 3 clusters Score -179747.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -179750.421875 Penalty: 3607.798096
	Iteration 21Q: 3 clusters Score -179750.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -179752.046875 Penalty: 3607.798096
	Iteration 22Q: 3 clusters Score -179752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -179753.781250 Penalty: 3607.798096
	Iteration 23Q: 3 clusters Score -179753.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -179753.781250 Penalty: 3607.798096
	Iteration 24F: 3 clusters Score -179753.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Entering Unmasked Estep 
Score: -85717.437500 Penalty: 1662.086182
	Iteration 0F: 2 clusters Score -85717.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -83941.664062 Penalty: 3324.172363
	Iteration 0F: 3 clusters Score -83941.66 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -84229.296875 Penalty: 3324.172363
	Iteration 1F: 3 clusters Score -84229.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -84401.750000 Penalty: 3324.172363
	Iteration 2F: 3 clusters Score -84401.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -84503.515625 Penalty: 3324.172363
	Iteration 3Q: 3 clusters Score -84503.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -84615.171875 Penalty: 3324.172363
	Iteration 4Q: 3 clusters Score -84615.17 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -84727.312500 Penalty: 3324.172363
	Iteration 5Q: 3 clusters Score -84727.31 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -84917.851562 Penalty: 3324.172363
	Iteration 6Q: 3 clusters Score -84917.85 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -85041.109375 Penalty: 3324.172363
	Iteration 7F: 3 clusters Score -85041.11 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -85229.023438 Penalty: 3324.172363
	Iteration 8F: 3 clusters Score -85229.02 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -85648.343750 Penalty: 3324.172363
	Iteration 9F: 3 clusters Score -85648.34 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -86135.203125 Penalty: 3324.172363
	Iteration 10Q: 3 clusters Score -86135.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -86666.015625 Penalty: 3324.172363
	Iteration 11Q: 3 clusters Score -86666.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -86811.046875 Penalty: 3324.172363
	Iteration 12Q: 3 clusters Score -86811.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -86905.109375 Penalty: 3324.172363
	Iteration 13Q: 3 clusters Score -86905.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -86955.054688 Penalty: 3324.172363
	Iteration 14Q: 3 clusters Score -86955.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -86963.250000 Penalty: 3324.172363
	Iteration 15Q: 3 clusters Score -86963.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -86968.656250 Penalty: 3324.172363
	Iteration 16Q: 3 clusters Score -86968.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -86972.679688 Penalty: 3324.172363
	Iteration 17Q: 3 clusters Score -86972.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -86975.796875 Penalty: 3324.172363
	Iteration 18Q: 3 clusters Score -86975.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -86989.679688 Penalty: 3324.172363
	Iteration 19F: 3 clusters Score -86989.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -87013.546875 Penalty: 3324.172363
	Iteration 20F: 3 clusters Score -87013.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -87041.937500 Penalty: 3324.172363
	Iteration 21Q: 3 clusters Score -87041.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -87079.945312 Penalty: 3324.172363
	Iteration 22Q: 3 clusters Score -87079.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -87137.562500 Penalty: 3324.172363
	Iteration 23Q: 3 clusters Score -87137.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -87268.835938 Penalty: 3324.172363
	Iteration 24Q: 3 clusters Score -87268.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -87401.062500 Penalty: 3324.172363
	Iteration 25Q: 3 clusters Score -87401.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -87439.812500 Penalty: 3324.172363
	Iteration 26Q: 3 clusters Score -87439.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -87474.210938 Penalty: 3324.172363
	Iteration 27Q: 3 clusters Score -87474.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -87566.679688 Penalty: 3324.172363
	Iteration 28Q: 3 clusters Score -87566.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -87955.164062 Penalty: 3324.172363
	Iteration 29Q: 3 clusters Score -87955.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -88471.914062 Penalty: 3324.172363
	Iteration 30Q: 3 clusters Score -88471.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -88487.562500 Penalty: 3324.172363
	Iteration 31Q: 3 clusters Score -88487.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -88497.445312 Penalty: 3324.172363
	Iteration 32Q: 3 clusters Score -88497.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -88503.429688 Penalty: 3324.172363
	Iteration 33Q: 3 clusters Score -88503.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -88504.976562 Penalty: 3324.172363
	Iteration 34F: 3 clusters Score -88504.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -88513.195312 Penalty: 3324.172363
	Iteration 35Q: 3 clusters Score -88513.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -88519.164062 Penalty: 3324.172363
	Iteration 36Q: 3 clusters Score -88519.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -88519.164062 Penalty: 3324.172363
	Iteration 37F: 3 clusters Score -88519.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 813 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 24625 members 
Mstep: Class 3 contains 22958 members 
Mstep: Class 4 contains 16937 members 
Mstep: Class 5 contains 304 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210998 members 
Mstep: Class 8 contains 2464 members 
Mstep: Class 9 contains 2048 members 
Mstep: Class 10 contains 359 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 114 members 
Mstep: Class 13 contains 9714 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4798 members 
Mstep: Class 17 contains 138654 members 
Mstep: Class 18 contains 450 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 364 members 
Mstep: Class 21 contains 1962 members 
Entering Unmasked Estep 
Score: -57698412.000000 Penalty: 67921.164062
Splitting cluster 20 changes total score from -57697140.000000 to -57698412.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 21 (1962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Entering Unmasked Estep 
Score: -239391.375000 Penalty: 1880.266479
	Iteration 0F: 2 clusters Score -239391.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -236771.093750 Penalty: 3760.532959
	Iteration 0F: 3 clusters Score -236771.1 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -237207.515625 Penalty: 3760.532959
	Iteration 1F: 3 clusters Score -237207.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -237315.843750 Penalty: 3760.532959
	Iteration 2F: 3 clusters Score -237315.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -237380.734375 Penalty: 3760.532959
	Iteration 3Q: 3 clusters Score -237380.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -237420.984375 Penalty: 3760.532959
	Iteration 4Q: 3 clusters Score -237421 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -237449.968750 Penalty: 3760.532959
	Iteration 5Q: 3 clusters Score -237450 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -237474.515625 Penalty: 3760.532959
	Iteration 6Q: 3 clusters Score -237474.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -237493.718750 Penalty: 3760.532959
	Iteration 7Q: 3 clusters Score -237493.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -237513.156250 Penalty: 3760.532959
	Iteration 8Q: 3 clusters Score -237513.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -237536.125000 Penalty: 3760.532959
	Iteration 9Q: 3 clusters Score -237536.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -237558.625000 Penalty: 3760.532959
	Iteration 10Q: 3 clusters Score -237558.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -237572.359375 Penalty: 3760.532959
	Iteration 11Q: 3 clusters Score -237572.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -237586.687500 Penalty: 3760.532959
	Iteration 12Q: 3 clusters Score -237586.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -237595.500000 Penalty: 3760.532959
	Iteration 13Q: 3 clusters Score -237595.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -237601.296875 Penalty: 3760.532959
	Iteration 14Q: 3 clusters Score -237601.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -237611.203125 Penalty: 3760.532959
	Iteration 15Q: 3 clusters Score -237611.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -237624.171875 Penalty: 3760.532959
	Iteration 16Q: 3 clusters Score -237624.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -237632.609375 Penalty: 3760.532959
	Iteration 17Q: 3 clusters Score -237632.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -237645.625000 Penalty: 3760.532959
	Iteration 18Q: 3 clusters Score -237645.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -237659.531250 Penalty: 3760.532959
	Iteration 19Q: 3 clusters Score -237659.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -237681.781250 Penalty: 3760.532959
	Iteration 20F: 3 clusters Score -237681.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -237694.328125 Penalty: 3760.532959
	Iteration 21Q: 3 clusters Score -237694.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -237702.375000 Penalty: 3760.532959
	Iteration 22Q: 3 clusters Score -237702.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -237712.796875 Penalty: 3760.532959
	Iteration 23Q: 3 clusters Score -237712.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -237722.531250 Penalty: 3760.532959
	Iteration 24Q: 3 clusters Score -237722.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -237729.140625 Penalty: 3760.532959
	Iteration 25Q: 3 clusters Score -237729.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -237738.406250 Penalty: 3760.532959
	Iteration 26Q: 3 clusters Score -237738.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -237748.000000 Penalty: 3760.532959
	Iteration 27Q: 3 clusters Score -237748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -237754.312500 Penalty: 3760.532959
	Iteration 28Q: 3 clusters Score -237754.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -237759.953125 Penalty: 3760.532959
	Iteration 29Q: 3 clusters Score -237760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -237762.531250 Penalty: 3760.532959
	Iteration 30Q: 3 clusters Score -237762.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -237764.265625 Penalty: 3760.532959
	Iteration 31Q: 3 clusters Score -237764.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -237764.828125 Penalty: 3760.532959
	Iteration 32Q: 3 clusters Score -237764.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -237765.531250 Penalty: 3760.532959
	Iteration 33Q: 3 clusters Score -237765.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -237765.515625 Penalty: 3760.532959
	Iteration 34Q: 3 clusters Score -237765.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -237765.515625 Penalty: 3760.532959
	Iteration 35F: 3 clusters Score -237765.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 813 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 24625 members 
Mstep: Class 3 contains 22958 members 
Mstep: Class 4 contains 16937 members 
Mstep: Class 5 contains 304 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210998 members 
Mstep: Class 8 contains 2464 members 
Mstep: Class 9 contains 2048 members 
Mstep: Class 10 contains 359 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 114 members 
Mstep: Class 13 contains 9714 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4798 members 
Mstep: Class 17 contains 138654 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 364 members 
Mstep: Class 21 contains 1962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57698460.000000 Penalty: 67921.164062
Iteration 79Q: 22 clusters Score -5.769846e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 813 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 24638 members 
Mstep: Class 3 contains 22923 members 
Mstep: Class 4 contains 16970 members 
Mstep: Class 5 contains 304 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210971 members 
Mstep: Class 8 contains 2465 members 
Mstep: Class 9 contains 2064 members 
Mstep: Class 10 contains 359 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 114 members 
Mstep: Class 13 contains 9722 members 
Mstep: Class 14 contains 351 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4798 members 
Mstep: Class 17 contains 138633 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 1962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57698964.000000 Penalty: 67921.164062
Iteration 80F: 22 clusters Score -5.769896e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 785 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 24650 members 
Mstep: Class 3 contains 22894 members 
Mstep: Class 4 contains 17006 members 
Mstep: Class 5 contains 304 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210942 members 
Mstep: Class 8 contains 2467 members 
Mstep: Class 9 contains 2082 members 
Mstep: Class 10 contains 359 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 9729 members 
Mstep: Class 14 contains 320 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4798 members 
Mstep: Class 17 contains 138614 members 
Mstep: Class 18 contains 467 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 387 members 
Mstep: Class 21 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57702768.000000 Penalty: 67921.164062
Iteration 81Q: 22 clusters Score -5.770277e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 773 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 24655 members 
Mstep: Class 3 contains 22861 members 
Mstep: Class 4 contains 17034 members 
Mstep: Class 5 contains 304 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210925 members 
Mstep: Class 8 contains 2468 members 
Mstep: Class 9 contains 2097 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 149 members 
Mstep: Class 13 contains 9741 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4798 members 
Mstep: Class 17 contains 138598 members 
Mstep: Class 18 contains 476 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 394 members 
Mstep: Class 21 contains 1961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57702976.000000 Penalty: 67921.164062
Iteration 82Q: 22 clusters Score -5.770298e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 773 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 24661 members 
Mstep: Class 3 contains 22837 members 
Mstep: Class 4 contains 17058 members 
Mstep: Class 5 contains 304 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210897 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 2109 members 
Mstep: Class 10 contains 366 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 147 members 
Mstep: Class 13 contains 9754 members 
Mstep: Class 14 contains 293 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4798 members 
Mstep: Class 17 contains 138592 members 
Mstep: Class 18 contains 484 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 397 members 
Mstep: Class 21 contains 1961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57703072.000000 Penalty: 67921.164062
Iteration 83Q: 22 clusters Score -5.770307e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 773 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 24667 members 
Mstep: Class 3 contains 22813 members 
Mstep: Class 4 contains 17087 members 
Mstep: Class 5 contains 304 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210884 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 2124 members 
Mstep: Class 10 contains 366 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 147 members 
Mstep: Class 13 contains 9764 members 
Mstep: Class 14 contains 282 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4797 members 
Mstep: Class 17 contains 138572 members 
Mstep: Class 18 contains 493 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57703208.000000 Penalty: 67921.164062
Iteration 84Q: 22 clusters Score -5.770321e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 773 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 24671 members 
Mstep: Class 3 contains 22788 members 
Mstep: Class 4 contains 17114 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210870 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 2150 members 
Mstep: Class 10 contains 366 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 147 members 
Mstep: Class 13 contains 9773 members 
Mstep: Class 14 contains 278 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4796 members 
Mstep: Class 17 contains 138548 members 
Mstep: Class 18 contains 497 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57703196.000000 Penalty: 67921.164062
Iteration 85Q: 22 clusters Score -5.77032e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 773 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 24672 members 
Mstep: Class 3 contains 22767 members 
Mstep: Class 4 contains 17140 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210848 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 2180 members 
Mstep: Class 10 contains 366 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 147 members 
Mstep: Class 13 contains 9779 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4797 members 
Mstep: Class 17 contains 138528 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57703216.000000 Penalty: 67921.164062
Iteration 86Q: 22 clusters Score -5.770322e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 773 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 24673 members 
Mstep: Class 3 contains 22750 members 
Mstep: Class 4 contains 17160 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210835 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 2216 members 
Mstep: Class 10 contains 366 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 147 members 
Mstep: Class 13 contains 9785 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4796 members 
Mstep: Class 17 contains 138499 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57703284.000000 Penalty: 67921.164062
Iteration 87Q: 22 clusters Score -5.770328e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 773 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 24676 members 
Mstep: Class 3 contains 22735 members 
Mstep: Class 4 contains 17172 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210819 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 2253 members 
Mstep: Class 10 contains 366 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 147 members 
Mstep: Class 13 contains 9791 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4796 members 
Mstep: Class 17 contains 138476 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57703308.000000 Penalty: 67921.164062
Iteration 88Q: 22 clusters Score -5.770331e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 773 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 24682 members 
Mstep: Class 3 contains 22716 members 
Mstep: Class 4 contains 17181 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210815 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 2278 members 
Mstep: Class 10 contains 366 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 147 members 
Mstep: Class 13 contains 9795 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4799 members 
Mstep: Class 17 contains 138457 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57703304.000000 Penalty: 67921.164062
Iteration 89Q: 22 clusters Score -5.77033e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 773 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 24686 members 
Mstep: Class 3 contains 22694 members 
Mstep: Class 4 contains 17193 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210807 members 
Mstep: Class 8 contains 2470 members 
Mstep: Class 9 contains 2302 members 
Mstep: Class 10 contains 366 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 147 members 
Mstep: Class 13 contains 9801 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4801 members 
Mstep: Class 17 contains 138438 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57703372.000000 Penalty: 67921.164062
Iteration 90Q: 22 clusters Score -5.770337e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 773 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 24686 members 
Mstep: Class 3 contains 22680 members 
Mstep: Class 4 contains 17204 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210799 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 2328 members 
Mstep: Class 10 contains 366 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 147 members 
Mstep: Class 13 contains 9808 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4803 members 
Mstep: Class 17 contains 138416 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57703368.000000 Penalty: 67921.164062
Iteration 91Q: 22 clusters Score -5.770337e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 773 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 24685 members 
Mstep: Class 3 contains 22669 members 
Mstep: Class 4 contains 17214 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210790 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 2345 members 
Mstep: Class 10 contains 366 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 147 members 
Mstep: Class 13 contains 9820 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4806 members 
Mstep: Class 17 contains 138389 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57703372.000000 Penalty: 67921.164062
Iteration 92Q: 22 clusters Score -5.770337e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 773 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 24684 members 
Mstep: Class 3 contains 22659 members 
Mstep: Class 4 contains 17222 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210786 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 2362 members 
Mstep: Class 10 contains 366 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 147 members 
Mstep: Class 13 contains 9828 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4808 members 
Mstep: Class 17 contains 138366 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57703384.000000 Penalty: 67921.164062
Iteration 93Q: 22 clusters Score -5.770338e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 773 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 24686 members 
Mstep: Class 3 contains 22649 members 
Mstep: Class 4 contains 17231 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210790 members 
Mstep: Class 8 contains 2470 members 
Mstep: Class 9 contains 2364 members 
Mstep: Class 10 contains 366 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 147 members 
Mstep: Class 13 contains 9836 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4812 members 
Mstep: Class 17 contains 138345 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57703448.000000 Penalty: 67921.164062
Iteration 94Q: 22 clusters Score -5.770345e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 773 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 24690 members 
Mstep: Class 3 contains 22639 members 
Mstep: Class 4 contains 17240 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210783 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 2370 members 
Mstep: Class 10 contains 366 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 147 members 
Mstep: Class 13 contains 9840 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4814 members 
Mstep: Class 17 contains 138338 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57703468.000000 Penalty: 67921.164062
Iteration 95Q: 22 clusters Score -5.770347e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 773 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 24692 members 
Mstep: Class 3 contains 22632 members 
Mstep: Class 4 contains 17249 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210772 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 2376 members 
Mstep: Class 10 contains 366 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 147 members 
Mstep: Class 13 contains 9848 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4817 members 
Mstep: Class 17 contains 138326 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57703516.000000 Penalty: 67921.164062
Iteration 96Q: 22 clusters Score -5.770352e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 773 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 24695 members 
Mstep: Class 3 contains 22623 members 
Mstep: Class 4 contains 17261 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210758 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 2385 members 
Mstep: Class 10 contains 366 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 147 members 
Mstep: Class 13 contains 9854 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4818 members 
Mstep: Class 17 contains 138317 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57703512.000000 Penalty: 67921.164062
Iteration 97Q: 22 clusters Score -5.770351e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 773 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 24695 members 
Mstep: Class 3 contains 22616 members 
Mstep: Class 4 contains 17273 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210745 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 2390 members 
Mstep: Class 10 contains 366 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 147 members 
Mstep: Class 13 contains 9858 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4818 members 
Mstep: Class 17 contains 138316 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57703532.000000 Penalty: 67921.164062
Iteration 98Q: 22 clusters Score -5.770353e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 773 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 24697 members 
Mstep: Class 3 contains 22608 members 
Mstep: Class 4 contains 17283 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210741 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 2397 members 
Mstep: Class 10 contains 366 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 147 members 
Mstep: Class 13 contains 9867 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4818 members 
Mstep: Class 17 contains 138299 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57703512.000000 Penalty: 67921.164062
Iteration 99Q: 22 clusters Score -5.770351e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 773 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 24702 members 
Mstep: Class 3 contains 22603 members 
Mstep: Class 4 contains 17291 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210735 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 2406 members 
Mstep: Class 10 contains 366 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 147 members 
Mstep: Class 13 contains 9874 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4818 members 
Mstep: Class 17 contains 138280 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57738248.000000 Penalty: 67921.164062
Iteration 100F: 22 clusters Score -5.773825e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 24710 members 
Mstep: Class 3 contains 22598 members 
Mstep: Class 4 contains 17302 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210715 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 366 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 9880 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4818 members 
Mstep: Class 17 contains 138273 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57753012.000000 Penalty: 67921.164062
Iteration 101Q: 22 clusters Score -5.775301e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 24714 members 
Mstep: Class 3 contains 22595 members 
Mstep: Class 4 contains 17313 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210696 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 2429 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 630 members 
Mstep: Class 13 contains 9882 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4818 members 
Mstep: Class 17 contains 138264 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57753080.000000 Penalty: 67921.164062
Iteration 102Q: 22 clusters Score -5.775308e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 24721 members 
Mstep: Class 3 contains 22593 members 
Mstep: Class 4 contains 17321 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210674 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 2443 members 
Mstep: Class 10 contains 376 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 627 members 
Mstep: Class 13 contains 9887 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4818 members 
Mstep: Class 17 contains 138255 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57753164.000000 Penalty: 67921.164062
Iteration 103Q: 22 clusters Score -5.775316e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 24727 members 
Mstep: Class 3 contains 22593 members 
Mstep: Class 4 contains 17327 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210656 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 2455 members 
Mstep: Class 10 contains 378 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 625 members 
Mstep: Class 13 contains 9888 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4818 members 
Mstep: Class 17 contains 138246 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57753172.000000 Penalty: 67921.164062
Iteration 104Q: 22 clusters Score -5.775317e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 24737 members 
Mstep: Class 3 contains 22592 members 
Mstep: Class 4 contains 17328 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210644 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 2472 members 
Mstep: Class 10 contains 378 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 625 members 
Mstep: Class 13 contains 9889 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4818 members 
Mstep: Class 17 contains 138228 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57753212.000000 Penalty: 67921.164062
Iteration 105Q: 22 clusters Score -5.775321e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 24750 members 
Mstep: Class 3 contains 22590 members 
Mstep: Class 4 contains 17328 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210633 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 2487 members 
Mstep: Class 10 contains 378 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 625 members 
Mstep: Class 13 contains 9889 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4818 members 
Mstep: Class 17 contains 138216 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57753220.000000 Penalty: 67921.164062
Iteration 106Q: 22 clusters Score -5.775322e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 24757 members 
Mstep: Class 3 contains 22587 members 
Mstep: Class 4 contains 17331 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210618 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 2504 members 
Mstep: Class 10 contains 378 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 625 members 
Mstep: Class 13 contains 9891 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4818 members 
Mstep: Class 17 contains 138205 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57753208.000000 Penalty: 67921.164062
Iteration 107Q: 22 clusters Score -5.775321e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 24765 members 
Mstep: Class 3 contains 22586 members 
Mstep: Class 4 contains 17340 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210601 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 2511 members 
Mstep: Class 10 contains 378 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 625 members 
Mstep: Class 13 contains 9892 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4819 members 
Mstep: Class 17 contains 138199 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57753176.000000 Penalty: 67921.164062
Iteration 108Q: 22 clusters Score -5.775318e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 24771 members 
Mstep: Class 3 contains 22584 members 
Mstep: Class 4 contains 17344 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210591 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 2520 members 
Mstep: Class 10 contains 378 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 625 members 
Mstep: Class 13 contains 9893 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4819 members 
Mstep: Class 17 contains 138187 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57753236.000000 Penalty: 67921.164062
Iteration 109Q: 22 clusters Score -5.775324e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 24772 members 
Mstep: Class 3 contains 22581 members 
Mstep: Class 4 contains 17348 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210592 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 2529 members 
Mstep: Class 10 contains 378 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 625 members 
Mstep: Class 13 contains 9896 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4819 members 
Mstep: Class 17 contains 138173 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57753248.000000 Penalty: 67921.164062
Iteration 110Q: 22 clusters Score -5.775325e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 24774 members 
Mstep: Class 3 contains 22576 members 
Mstep: Class 4 contains 17351 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210590 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 2538 members 
Mstep: Class 10 contains 378 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 625 members 
Mstep: Class 13 contains 9905 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4819 members 
Mstep: Class 17 contains 138155 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57753268.000000 Penalty: 67921.164062
Iteration 111Q: 22 clusters Score -5.775327e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 24777 members 
Mstep: Class 3 contains 22571 members 
Mstep: Class 4 contains 17354 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210592 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 2548 members 
Mstep: Class 10 contains 378 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 625 members 
Mstep: Class 13 contains 9909 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4819 members 
Mstep: Class 17 contains 138137 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57753256.000000 Penalty: 67921.164062
Iteration 112Q: 22 clusters Score -5.775326e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 24781 members 
Mstep: Class 3 contains 22568 members 
Mstep: Class 4 contains 17357 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210592 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 2553 members 
Mstep: Class 10 contains 378 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 625 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4819 members 
Mstep: Class 17 contains 138122 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57753264.000000 Penalty: 67921.164062
Iteration 113Q: 22 clusters Score -5.775326e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 24785 members 
Mstep: Class 3 contains 22563 members 
Mstep: Class 4 contains 17358 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210592 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 2563 members 
Mstep: Class 10 contains 378 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 625 members 
Mstep: Class 13 contains 9912 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4819 members 
Mstep: Class 17 contains 138107 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57753280.000000 Penalty: 67921.164062
Iteration 114Q: 22 clusters Score -5.775328e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 24788 members 
Mstep: Class 3 contains 22557 members 
Mstep: Class 4 contains 17359 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210600 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 2566 members 
Mstep: Class 10 contains 378 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 625 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4820 members 
Mstep: Class 17 contains 138096 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57753300.000000 Penalty: 67921.164062
Iteration 115Q: 22 clusters Score -5.77533e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 24793 members 
Mstep: Class 3 contains 22555 members 
Mstep: Class 4 contains 17360 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210597 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 2573 members 
Mstep: Class 10 contains 378 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 625 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4821 members 
Mstep: Class 17 contains 138084 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57753248.000000 Penalty: 67921.164062
Iteration 116Q: 22 clusters Score -5.775325e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 24798 members 
Mstep: Class 3 contains 22552 members 
Mstep: Class 4 contains 17364 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210596 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 2581 members 
Mstep: Class 10 contains 378 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 625 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4821 members 
Mstep: Class 17 contains 138071 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57753332.000000 Penalty: 67921.164062
Iteration 117Q: 22 clusters Score -5.775333e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 24801 members 
Mstep: Class 3 contains 22551 members 
Mstep: Class 4 contains 17367 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210599 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 2592 members 
Mstep: Class 10 contains 378 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 625 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4822 members 
Mstep: Class 17 contains 138049 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57753316.000000 Penalty: 67921.164062
Iteration 118Q: 22 clusters Score -5.775332e+07 nChanged 49
Entering ConstructFrom: 
Score: -57753316.000000 Penalty: 67921.164062
Entering ConstructFrom: 
Trying to split cluster 1 (19329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Entering Unmasked Estep 
Score: -2505344.500000 Penalty: 2447.601807
	Iteration 0F: 2 clusters Score -2505344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2491633.000000 Penalty: 4895.203613
	Iteration 0F: 3 clusters Score -2491633 nChanged 8458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -2496031.750000 Penalty: 4895.203613
	Iteration 1F: 3 clusters Score -2496032 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -2496369.250000 Penalty: 4895.203613
	Iteration 2F: 3 clusters Score -2496369 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2496588.000000 Penalty: 4895.203613
	Iteration 3Q: 3 clusters Score -2496588 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2496778.000000 Penalty: 4895.203613
	Iteration 4Q: 3 clusters Score -2496778 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -2496931.000000 Penalty: 4895.203613
	Iteration 5Q: 3 clusters Score -2496931 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -2497048.750000 Penalty: 4895.203613
	Iteration 6Q: 3 clusters Score -2497049 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2497134.750000 Penalty: 4895.203613
	Iteration 7Q: 3 clusters Score -2497135 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2497222.750000 Penalty: 4895.203613
	Iteration 8Q: 3 clusters Score -2497223 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -2497286.750000 Penalty: 4895.203613
	Iteration 9Q: 3 clusters Score -2497287 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2497357.250000 Penalty: 4895.203613
	Iteration 10Q: 3 clusters Score -2497357 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -2497423.500000 Penalty: 4895.203613
	Iteration 11Q: 3 clusters Score -2497424 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -2497508.000000 Penalty: 4895.203613
	Iteration 12Q: 3 clusters Score -2497508 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2497591.500000 Penalty: 4895.203613
	Iteration 13Q: 3 clusters Score -2497592 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2497703.250000 Penalty: 4895.203613
	Iteration 14Q: 3 clusters Score -2497703 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -2497837.250000 Penalty: 4895.203613
	Iteration 15Q: 3 clusters Score -2497837 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -2498028.500000 Penalty: 4895.203613
	Iteration 16Q: 3 clusters Score -2498028 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -2498305.000000 Penalty: 4895.203613
	Iteration 17Q: 3 clusters Score -2498305 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -2498723.500000 Penalty: 4895.203613
	Iteration 18Q: 3 clusters Score -2498724 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -2499370.750000 Penalty: 4895.203613
	Iteration 19Q: 3 clusters Score -2499371 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -2500158.250000 Penalty: 4895.203613
	Iteration 20F: 3 clusters Score -2500158 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -2500988.500000 Penalty: 4895.203613
	Iteration 21F: 3 clusters Score -2500988 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -2501728.250000 Penalty: 4895.203613
	Iteration 22Q: 3 clusters Score -2501728 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -2502286.500000 Penalty: 4895.203613
	Iteration 23Q: 3 clusters Score -2502286 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -2502639.250000 Penalty: 4895.203613
	Iteration 24Q: 3 clusters Score -2502639 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -2502840.750000 Penalty: 4895.203613
	Iteration 25Q: 3 clusters Score -2502841 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -2502980.250000 Penalty: 4895.203613
	Iteration 26Q: 3 clusters Score -2502980 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -2503056.500000 Penalty: 4895.203613
	Iteration 27Q: 3 clusters Score -2503056 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -2503105.500000 Penalty: 4895.203613
	Iteration 28Q: 3 clusters Score -2503106 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -2503136.500000 Penalty: 4895.203613
	Iteration 29Q: 3 clusters Score -2503136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -2503161.250000 Penalty: 4895.203613
	Iteration 30Q: 3 clusters Score -2503161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -2503171.000000 Penalty: 4895.203613
	Iteration 31Q: 3 clusters Score -2503171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -2503183.500000 Penalty: 4895.203613
	Iteration 32Q: 3 clusters Score -2503184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -2503183.750000 Penalty: 4895.203613
	Iteration 33Q: 3 clusters Score -2503184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -2503183.750000 Penalty: 4895.203613
	Iteration 34F: 3 clusters Score -2503184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Entering Unmasked Estep 
Score: -3200517.750000 Penalty: 2509.422363
	Iteration 0F: 2 clusters Score -3200518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -3183447.000000 Penalty: 5018.844727
	Iteration 0F: 3 clusters Score -3183447 nChanged 10969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -3189359.750000 Penalty: 5018.844727
	Iteration 1F: 3 clusters Score -3189360 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -3189741.750000 Penalty: 5018.844727
	Iteration 2Q: 3 clusters Score -3189742 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -3190074.500000 Penalty: 5018.844727
	Iteration 3Q: 3 clusters Score -3190074 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -3190433.250000 Penalty: 5018.844727
	Iteration 4Q: 3 clusters Score -3190433 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -3190866.750000 Penalty: 5018.844727
	Iteration 5Q: 3 clusters Score -3190867 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -3191519.750000 Penalty: 5018.844727
	Iteration 6Q: 3 clusters Score -3191520 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -3192370.250000 Penalty: 5018.844727
	Iteration 7F: 3 clusters Score -3192370 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -3193498.750000 Penalty: 5018.844727
	Iteration 8F: 3 clusters Score -3193499 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -3194827.750000 Penalty: 5018.844727
	Iteration 9F: 3 clusters Score -3194828 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -3196141.000000 Penalty: 5018.844727
	Iteration 10F: 3 clusters Score -3196141 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -3197008.250000 Penalty: 5018.844727
	Iteration 11Q: 3 clusters Score -3197008 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -3197462.000000 Penalty: 5018.844727
	Iteration 12Q: 3 clusters Score -3197462 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -3197709.500000 Penalty: 5018.844727
	Iteration 13Q: 3 clusters Score -3197710 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -3197853.500000 Penalty: 5018.844727
	Iteration 14Q: 3 clusters Score -3197854 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -3197924.000000 Penalty: 5018.844727
	Iteration 15Q: 3 clusters Score -3197924 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -3197981.750000 Penalty: 5018.844727
	Iteration 16Q: 3 clusters Score -3197982 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3198022.250000 Penalty: 5018.844727
	Iteration 17Q: 3 clusters Score -3198022 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3198040.000000 Penalty: 5018.844727
	Iteration 18Q: 3 clusters Score -3198040 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -3198058.000000 Penalty: 5018.844727
	Iteration 19Q: 3 clusters Score -3198058 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -3198078.500000 Penalty: 5018.844727
	Iteration 20F: 3 clusters Score -3198078 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3198099.500000 Penalty: 5018.844727
	Iteration 21Q: 3 clusters Score -3198100 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3198114.500000 Penalty: 5018.844727
	Iteration 22Q: 3 clusters Score -3198114 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3198137.000000 Penalty: 5018.844727
	Iteration 23Q: 3 clusters Score -3198137 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3198152.250000 Penalty: 5018.844727
	Iteration 24Q: 3 clusters Score -3198152 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3198164.250000 Penalty: 5018.844727
	Iteration 25Q: 3 clusters Score -3198164 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3198183.750000 Penalty: 5018.844727
	Iteration 26Q: 3 clusters Score -3198184 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3198209.750000 Penalty: 5018.844727
	Iteration 27Q: 3 clusters Score -3198210 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3198229.000000 Penalty: 5018.844727
	Iteration 28Q: 3 clusters Score -3198229 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3198239.750000 Penalty: 5018.844727
	Iteration 29Q: 3 clusters Score -3198240 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3198249.750000 Penalty: 5018.844727
	Iteration 30Q: 3 clusters Score -3198250 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3198264.750000 Penalty: 5018.844727
	Iteration 31Q: 3 clusters Score -3198265 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3198278.000000 Penalty: 5018.844727
	Iteration 32Q: 3 clusters Score -3198278 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3198298.000000 Penalty: 5018.844727
	Iteration 33Q: 3 clusters Score -3198298 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3198300.500000 Penalty: 5018.844727
	Iteration 34Q: 3 clusters Score -3198300 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3198302.750000 Penalty: 5018.844727
	Iteration 35Q: 3 clusters Score -3198303 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3198315.750000 Penalty: 5018.844727
	Iteration 36Q: 3 clusters Score -3198316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3198314.000000 Penalty: 5018.844727
	Iteration 37Q: 3 clusters Score -3198314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3198318.000000 Penalty: 5018.844727
	Iteration 38Q: 3 clusters Score -3198318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3198330.500000 Penalty: 5018.844727
	Iteration 39Q: 3 clusters Score -3198330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3198332.250000 Penalty: 5018.844727
	Iteration 40F: 3 clusters Score -3198332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3198331.500000 Penalty: 5018.844727
	Iteration 41Q: 3 clusters Score -3198332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3198334.000000 Penalty: 5018.844727
	Iteration 42Q: 3 clusters Score -3198334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3198338.750000 Penalty: 5018.844727
	Iteration 43Q: 3 clusters Score -3198339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3198348.750000 Penalty: 5018.844727
	Iteration 44Q: 3 clusters Score -3198349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3198349.000000 Penalty: 5018.844727
	Iteration 45Q: 3 clusters Score -3198349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3198346.750000 Penalty: 5018.844727
	Iteration 46Q: 3 clusters Score -3198347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3198343.500000 Penalty: 5018.844727
	Iteration 47Q: 3 clusters Score -3198344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3198354.250000 Penalty: 5018.844727
	Iteration 48Q: 3 clusters Score -3198354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3198357.250000 Penalty: 5018.844727
	Iteration 49Q: 3 clusters Score -3198357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3198353.000000 Penalty: 5018.844727
	Iteration 50Q: 3 clusters Score -3198353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3198350.000000 Penalty: 5018.844727
	Iteration 51Q: 3 clusters Score -3198350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3198350.000000 Penalty: 5018.844727
	Iteration 52F: 3 clusters Score -3198350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Entering Unmasked Estep 
Score: -2811824.500000 Penalty: 2485.836670
	Iteration 0F: 2 clusters Score -2811824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -2796164.250000 Penalty: 4971.673340
	Iteration 0F: 3 clusters Score -2796164 nChanged 10000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -2801462.000000 Penalty: 4971.673340
	Iteration 1F: 3 clusters Score -2801462 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -2801928.000000 Penalty: 4971.673340
	Iteration 2F: 3 clusters Score -2801928 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -2802327.750000 Penalty: 4971.673340
	Iteration 3Q: 3 clusters Score -2802328 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -2802702.500000 Penalty: 4971.673340
	Iteration 4Q: 3 clusters Score -2802702 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -2803061.250000 Penalty: 4971.673340
	Iteration 5Q: 3 clusters Score -2803061 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -2803475.500000 Penalty: 4971.673340
	Iteration 6Q: 3 clusters Score -2803476 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -2803937.750000 Penalty: 4971.673340
	Iteration 7Q: 3 clusters Score -2803938 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -2804515.750000 Penalty: 4971.673340
	Iteration 8Q: 3 clusters Score -2804516 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -2805248.000000 Penalty: 4971.673340
	Iteration 9Q: 3 clusters Score -2805248 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2806015.500000 Penalty: 4971.673340
	Iteration 10Q: 3 clusters Score -2806016 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -2806796.000000 Penalty: 4971.673340
	Iteration 11Q: 3 clusters Score -2806796 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -2807527.500000 Penalty: 4971.673340
	Iteration 12Q: 3 clusters Score -2807528 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -2808130.500000 Penalty: 4971.673340
	Iteration 13Q: 3 clusters Score -2808130 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -2808574.000000 Penalty: 4971.673340
	Iteration 14Q: 3 clusters Score -2808574 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -2808896.000000 Penalty: 4971.673340
	Iteration 15Q: 3 clusters Score -2808896 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -2809129.000000 Penalty: 4971.673340
	Iteration 16Q: 3 clusters Score -2809129 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -2809290.750000 Penalty: 4971.673340
	Iteration 17Q: 3 clusters Score -2809291 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -2809390.500000 Penalty: 4971.673340
	Iteration 18Q: 3 clusters Score -2809390 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -2809459.000000 Penalty: 4971.673340
	Iteration 19Q: 3 clusters Score -2809459 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -2809509.750000 Penalty: 4971.673340
	Iteration 20F: 3 clusters Score -2809510 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -2809544.250000 Penalty: 4971.673340
	Iteration 21Q: 3 clusters Score -2809544 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -2809568.000000 Penalty: 4971.673340
	Iteration 22Q: 3 clusters Score -2809568 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -2809593.500000 Penalty: 4971.673340
	Iteration 23Q: 3 clusters Score -2809594 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -2809612.250000 Penalty: 4971.673340
	Iteration 24Q: 3 clusters Score -2809612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -2809617.250000 Penalty: 4971.673340
	Iteration 25Q: 3 clusters Score -2809617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -2809625.250000 Penalty: 4971.673340
	Iteration 26Q: 3 clusters Score -2809625 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -2809633.000000 Penalty: 4971.673340
	Iteration 27Q: 3 clusters Score -2809633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -2809637.000000 Penalty: 4971.673340
	Iteration 28Q: 3 clusters Score -2809637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -2809639.750000 Penalty: 4971.673340
	Iteration 29Q: 3 clusters Score -2809640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -2809637.750000 Penalty: 4971.673340
	Iteration 30Q: 3 clusters Score -2809638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -2809638.000000 Penalty: 4971.673340
	Iteration 31Q: 3 clusters Score -2809638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -2809638.000000 Penalty: 4971.673340
	Iteration 32F: 3 clusters Score -2809638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Entering Unmasked Estep 
Score: -2236297.000000 Penalty: 2421.099854
	Iteration 0F: 2 clusters Score -2236297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -2223940.500000 Penalty: 4842.199707
	Iteration 0F: 3 clusters Score -2223940 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2227796.250000 Penalty: 4842.199707
	Iteration 1F: 3 clusters Score -2227796 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2228082.750000 Penalty: 4842.199707
	Iteration 2Q: 3 clusters Score -2228083 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -2228338.500000 Penalty: 4842.199707
	Iteration 3Q: 3 clusters Score -2228338 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -2228536.750000 Penalty: 4842.199707
	Iteration 4Q: 3 clusters Score -2228537 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -2228701.500000 Penalty: 4842.199707
	Iteration 5Q: 3 clusters Score -2228702 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -2228854.250000 Penalty: 4842.199707
	Iteration 6Q: 3 clusters Score -2228854 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -2229007.500000 Penalty: 4842.199707
	Iteration 7Q: 3 clusters Score -2229008 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -2229183.250000 Penalty: 4842.199707
	Iteration 8Q: 3 clusters Score -2229183 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -2229382.750000 Penalty: 4842.199707
	Iteration 9Q: 3 clusters Score -2229383 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -2229637.500000 Penalty: 4842.199707
	Iteration 10Q: 3 clusters Score -2229638 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -2230007.000000 Penalty: 4842.199707
	Iteration 11Q: 3 clusters Score -2230007 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -2230470.500000 Penalty: 4842.199707
	Iteration 12Q: 3 clusters Score -2230470 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -2231063.250000 Penalty: 4842.199707
	Iteration 13F: 3 clusters Score -2231063 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -2231745.500000 Penalty: 4842.199707
	Iteration 14F: 3 clusters Score -2231746 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2232430.750000 Penalty: 4842.199707
	Iteration 15Q: 3 clusters Score -2232431 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2233004.500000 Penalty: 4842.199707
	Iteration 16Q: 3 clusters Score -2233004 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2233398.250000 Penalty: 4842.199707
	Iteration 17Q: 3 clusters Score -2233398 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2233596.500000 Penalty: 4842.199707
	Iteration 18Q: 3 clusters Score -2233596 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2233755.500000 Penalty: 4842.199707
	Iteration 19Q: 3 clusters Score -2233756 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2233872.250000 Penalty: 4842.199707
	Iteration 20F: 3 clusters Score -2233872 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2233945.000000 Penalty: 4842.199707
	Iteration 21Q: 3 clusters Score -2233945 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2234003.750000 Penalty: 4842.199707
	Iteration 22Q: 3 clusters Score -2234004 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2234052.250000 Penalty: 4842.199707
	Iteration 23Q: 3 clusters Score -2234052 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2234086.250000 Penalty: 4842.199707
	Iteration 24Q: 3 clusters Score -2234086 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2234101.500000 Penalty: 4842.199707
	Iteration 25Q: 3 clusters Score -2234102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2234117.750000 Penalty: 4842.199707
	Iteration 26Q: 3 clusters Score -2234118 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2234132.750000 Penalty: 4842.199707
	Iteration 27Q: 3 clusters Score -2234133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2234141.750000 Penalty: 4842.199707
	Iteration 28Q: 3 clusters Score -2234142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2234154.000000 Penalty: 4842.199707
	Iteration 29Q: 3 clusters Score -2234154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2234162.000000 Penalty: 4842.199707
	Iteration 30Q: 3 clusters Score -2234162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2234168.250000 Penalty: 4842.199707
	Iteration 31Q: 3 clusters Score -2234168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2234170.750000 Penalty: 4842.199707
	Iteration 32Q: 3 clusters Score -2234171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2234177.250000 Penalty: 4842.199707
	Iteration 33Q: 3 clusters Score -2234177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2234178.750000 Penalty: 4842.199707
	Iteration 34Q: 3 clusters Score -2234179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2234182.750000 Penalty: 4842.199707
	Iteration 35Q: 3 clusters Score -2234183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2234189.500000 Penalty: 4842.199707
	Iteration 36Q: 3 clusters Score -2234190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2234195.250000 Penalty: 4842.199707
	Iteration 37Q: 3 clusters Score -2234195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2234198.250000 Penalty: 4842.199707
	Iteration 38Q: 3 clusters Score -2234198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2234196.250000 Penalty: 4842.199707
	Iteration 39Q: 3 clusters Score -2234196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2234197.500000 Penalty: 4842.199707
	Iteration 40F: 3 clusters Score -2234198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2234204.500000 Penalty: 4842.199707
	Iteration 41Q: 3 clusters Score -2234204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2234203.500000 Penalty: 4842.199707
	Iteration 42Q: 3 clusters Score -2234204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2234205.250000 Penalty: 4842.199707
	Iteration 43Q: 3 clusters Score -2234205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2234206.000000 Penalty: 4842.199707
	Iteration 44Q: 3 clusters Score -2234206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2234206.000000 Penalty: 4842.199707
	Iteration 45F: 3 clusters Score -2234206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -35237.292969 Penalty: 1418.637329
	Iteration 0F: 2 clusters Score -35237.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -33988.664062 Penalty: 2837.274658
	Iteration 0F: 3 clusters Score -33988.66 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -34131.246094 Penalty: 2837.274658
	Iteration 1F: 3 clusters Score -34131.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -34162.800781 Penalty: 2837.274658
	Iteration 2Q: 3 clusters Score -34162.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -34172.382812 Penalty: 2837.274658
	Iteration 3Q: 3 clusters Score -34172.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -34175.496094 Penalty: 2837.274658
	Iteration 4Q: 3 clusters Score -34175.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -34182.988281 Penalty: 2837.274658
	Iteration 5Q: 3 clusters Score -34182.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -34186.718750 Penalty: 2837.274658
	Iteration 6Q: 3 clusters Score -34186.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -34194.882812 Penalty: 2837.274658
	Iteration 7Q: 3 clusters Score -34194.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -34200.425781 Penalty: 2837.274658
	Iteration 8Q: 3 clusters Score -34200.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -34222.363281 Penalty: 2837.274658
	Iteration 9Q: 3 clusters Score -34222.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -34232.863281 Penalty: 2837.274658
	Iteration 10Q: 3 clusters Score -34232.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -34246.777344 Penalty: 2837.274658
	Iteration 11Q: 3 clusters Score -34246.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -34249.785156 Penalty: 2837.274658
	Iteration 12Q: 3 clusters Score -34249.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -34256.136719 Penalty: 2837.274658
	Iteration 13Q: 3 clusters Score -34256.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -34264.957031 Penalty: 2837.274658
	Iteration 14Q: 3 clusters Score -34264.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -34271.406250 Penalty: 2837.274658
	Iteration 15Q: 3 clusters Score -34271.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -34279.722656 Penalty: 2837.274658
	Iteration 16Q: 3 clusters Score -34279.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -34282.250000 Penalty: 2837.274658
	Iteration 17Q: 3 clusters Score -34282.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -34282.250000 Penalty: 2837.274658
	Iteration 18F: 3 clusters Score -34282.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Entering Unmasked Estep 
Score: -98934.460938 Penalty: 1692.444702
	Iteration 0F: 2 clusters Score -98934.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -97058.078125 Penalty: 3384.889404
	Iteration 0F: 3 clusters Score -97058.08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -97720.109375 Penalty: 3384.889404
	Iteration 1F: 3 clusters Score -97720.11 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -98015.867188 Penalty: 3384.889404
	Iteration 2F: 3 clusters Score -98015.87 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -98130.890625 Penalty: 3384.889404
	Iteration 3F: 3 clusters Score -98130.89 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -98212.687500 Penalty: 3384.889404
	Iteration 4Q: 3 clusters Score -98212.69 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -98297.601562 Penalty: 3384.889404
	Iteration 5Q: 3 clusters Score -98297.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -98376.085938 Penalty: 3384.889404
	Iteration 6Q: 3 clusters Score -98376.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -98444.828125 Penalty: 3384.889404
	Iteration 7Q: 3 clusters Score -98444.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -98486.000000 Penalty: 3384.889404
	Iteration 8Q: 3 clusters Score -98486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -98518.296875 Penalty: 3384.889404
	Iteration 9Q: 3 clusters Score -98518.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -98535.476562 Penalty: 3384.889404
	Iteration 10Q: 3 clusters Score -98535.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -98543.710938 Penalty: 3384.889404
	Iteration 11Q: 3 clusters Score -98543.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -98546.195312 Penalty: 3384.889404
	Iteration 12Q: 3 clusters Score -98546.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -98546.195312 Penalty: 3384.889404
	Iteration 13F: 3 clusters Score -98546.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (210596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210596 members 
Entering Unmasked Estep 
Score: -26591906.000000 Penalty: 3039.908936
	Iteration 0F: 2 clusters Score -2.659191e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105441 members 
Mstep: Class 2 contains 105155 members 
Entering Unmasked Estep 
Score: -26457422.000000 Penalty: 6079.817871
	Iteration 0F: 3 clusters Score -2.645742e+07 nChanged 101580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107503 members 
Mstep: Class 2 contains 103093 members 
Entering Unmasked Estep 
Score: -26517850.000000 Penalty: 6079.817871
	Iteration 1F: 3 clusters Score -2.651785e+07 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109087 members 
Mstep: Class 2 contains 101509 members 
Entering Unmasked Estep 
Score: -26520068.000000 Penalty: 6079.817871
	Iteration 2Q: 3 clusters Score -2.652007e+07 nChanged 8748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111679 members 
Mstep: Class 2 contains 98917 members 
Entering Unmasked Estep 
Score: -26523674.000000 Penalty: 6079.817871
	Iteration 3Q: 3 clusters Score -2.652367e+07 nChanged 10538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115915 members 
Mstep: Class 2 contains 94681 members 
Entering Unmasked Estep 
Score: -26528932.000000 Penalty: 6079.817871
	Iteration 4F: 3 clusters Score -2.652893e+07 nChanged 12586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122333 members 
Mstep: Class 2 contains 88263 members 
Entering Unmasked Estep 
Score: -26536826.000000 Penalty: 6079.817871
	Iteration 5F: 3 clusters Score -2.653683e+07 nChanged 14425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130800 members 
Mstep: Class 2 contains 79796 members 
Entering Unmasked Estep 
Score: -26548606.000000 Penalty: 6079.817871
	Iteration 6F: 3 clusters Score -2.654861e+07 nChanged 14811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139767 members 
Mstep: Class 2 contains 70829 members 
Entering Unmasked Estep 
Score: -26561272.000000 Penalty: 6079.817871
	Iteration 7F: 3 clusters Score -2.656127e+07 nChanged 12561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147340 members 
Mstep: Class 2 contains 63256 members 
Entering Unmasked Estep 
Score: -26570490.000000 Penalty: 6079.817871
	Iteration 8F: 3 clusters Score -2.657049e+07 nChanged 8953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153305 members 
Mstep: Class 2 contains 57291 members 
Entering Unmasked Estep 
Score: -26575426.000000 Penalty: 6079.817871
	Iteration 9Q: 3 clusters Score -2.657543e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158322 members 
Mstep: Class 2 contains 52274 members 
Entering Unmasked Estep 
Score: -26578584.000000 Penalty: 6079.817871
	Iteration 10Q: 3 clusters Score -2.657858e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162765 members 
Mstep: Class 2 contains 47831 members 
Entering Unmasked Estep 
Score: -26580714.000000 Penalty: 6079.817871
	Iteration 11Q: 3 clusters Score -2.658071e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166955 members 
Mstep: Class 2 contains 43641 members 
Entering Unmasked Estep 
Score: -26582968.000000 Penalty: 6079.817871
	Iteration 12Q: 3 clusters Score -2.658297e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170999 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -26584896.000000 Penalty: 6079.817871
	Iteration 13Q: 3 clusters Score -2.65849e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174843 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -26586688.000000 Penalty: 6079.817871
	Iteration 14Q: 3 clusters Score -2.658669e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178424 members 
Mstep: Class 2 contains 32172 members 
Entering Unmasked Estep 
Score: -26588378.000000 Penalty: 6079.817871
	Iteration 15Q: 3 clusters Score -2.658838e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181801 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -26589906.000000 Penalty: 6079.817871
	Iteration 16Q: 3 clusters Score -2.658991e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184782 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -26591076.000000 Penalty: 6079.817871
	Iteration 17Q: 3 clusters Score -2.659108e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187351 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -26591912.000000 Penalty: 6079.817871
	Iteration 18Q: 3 clusters Score -2.659191e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189612 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -26592772.000000 Penalty: 6079.817871
	Iteration 19Q: 3 clusters Score -2.659277e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191658 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -26593394.000000 Penalty: 6079.817871
	Iteration 20F: 3 clusters Score -2.659339e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193394 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -26593812.000000 Penalty: 6079.817871
	Iteration 21Q: 3 clusters Score -2.659381e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194930 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -26594126.000000 Penalty: 6079.817871
	Iteration 22Q: 3 clusters Score -2.659413e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196232 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -26594242.000000 Penalty: 6079.817871
	Iteration 23Q: 3 clusters Score -2.659424e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197242 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -26594282.000000 Penalty: 6079.817871
	Iteration 24Q: 3 clusters Score -2.659428e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198096 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -26594310.000000 Penalty: 6079.817871
	Iteration 25Q: 3 clusters Score -2.659431e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198826 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -26594378.000000 Penalty: 6079.817871
	Iteration 26Q: 3 clusters Score -2.659438e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199459 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -26594354.000000 Penalty: 6079.817871
	Iteration 27Q: 3 clusters Score -2.659435e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199959 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -26594290.000000 Penalty: 6079.817871
	Iteration 28Q: 3 clusters Score -2.659429e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200396 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -26594278.000000 Penalty: 6079.817871
	Iteration 29Q: 3 clusters Score -2.659428e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200757 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -26594208.000000 Penalty: 6079.817871
	Iteration 30Q: 3 clusters Score -2.659421e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201068 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -26594174.000000 Penalty: 6079.817871
	Iteration 31Q: 3 clusters Score -2.659417e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201356 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -26594188.000000 Penalty: 6079.817871
	Iteration 32Q: 3 clusters Score -2.659419e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201597 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -26594190.000000 Penalty: 6079.817871
	Iteration 33Q: 3 clusters Score -2.659419e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201815 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -26594186.000000 Penalty: 6079.817871
	Iteration 34Q: 3 clusters Score -2.659419e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201989 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -26594146.000000 Penalty: 6079.817871
	Iteration 35Q: 3 clusters Score -2.659415e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202136 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -26594082.000000 Penalty: 6079.817871
	Iteration 36Q: 3 clusters Score -2.659408e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202252 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -26594112.000000 Penalty: 6079.817871
	Iteration 37Q: 3 clusters Score -2.659411e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202335 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -26594126.000000 Penalty: 6079.817871
	Iteration 38Q: 3 clusters Score -2.659413e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202417 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -26594120.000000 Penalty: 6079.817871
	Iteration 39Q: 3 clusters Score -2.659412e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202494 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -26594100.000000 Penalty: 6079.817871
	Iteration 40F: 3 clusters Score -2.65941e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202559 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -26594102.000000 Penalty: 6079.817871
	Iteration 41Q: 3 clusters Score -2.65941e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202607 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -26594098.000000 Penalty: 6079.817871
	Iteration 42Q: 3 clusters Score -2.65941e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202653 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -26594078.000000 Penalty: 6079.817871
	Iteration 43Q: 3 clusters Score -2.659408e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202691 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -26594068.000000 Penalty: 6079.817871
	Iteration 44Q: 3 clusters Score -2.659407e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202722 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -26594054.000000 Penalty: 6079.817871
	Iteration 45Q: 3 clusters Score -2.659405e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202753 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -26594050.000000 Penalty: 6079.817871
	Iteration 46Q: 3 clusters Score -2.659405e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202776 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -26594048.000000 Penalty: 6079.817871
	Iteration 47Q: 3 clusters Score -2.659405e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202800 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -26594040.000000 Penalty: 6079.817871
	Iteration 48Q: 3 clusters Score -2.659404e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202818 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -26594030.000000 Penalty: 6079.817871
	Iteration 49Q: 3 clusters Score -2.659403e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202842 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -26594024.000000 Penalty: 6079.817871
	Iteration 50Q: 3 clusters Score -2.659402e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202862 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -26594030.000000 Penalty: 6079.817871
	Iteration 51Q: 3 clusters Score -2.659403e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202874 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -26594000.000000 Penalty: 6079.817871
	Iteration 52Q: 3 clusters Score -2.6594e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202893 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -26594010.000000 Penalty: 6079.817871
	Iteration 53Q: 3 clusters Score -2.659401e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202907 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -26594006.000000 Penalty: 6079.817871
	Iteration 54Q: 3 clusters Score -2.659401e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202926 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -26593982.000000 Penalty: 6079.817871
	Iteration 55Q: 3 clusters Score -2.659398e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202938 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -26593992.000000 Penalty: 6079.817871
	Iteration 56Q: 3 clusters Score -2.659399e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202949 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -26593996.000000 Penalty: 6079.817871
	Iteration 57Q: 3 clusters Score -2.6594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202957 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -26593988.000000 Penalty: 6079.817871
	Iteration 58Q: 3 clusters Score -2.659399e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202965 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -26593994.000000 Penalty: 6079.817871
	Iteration 59Q: 3 clusters Score -2.659399e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202972 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -26593988.000000 Penalty: 6079.817871
	Iteration 60F: 3 clusters Score -2.659399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202975 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -26593996.000000 Penalty: 6079.817871
	Iteration 61Q: 3 clusters Score -2.6594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202976 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -26594002.000000 Penalty: 6079.817871
	Iteration 62Q: 3 clusters Score -2.6594e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202976 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -26594002.000000 Penalty: 6079.817871
	Iteration 63F: 3 clusters Score -2.6594e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 24801 members 
Mstep: Class 3 contains 22551 members 
Mstep: Class 4 contains 17370 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 202976 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 2603 members 
Mstep: Class 10 contains 378 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 625 members 
Mstep: Class 13 contains 9912 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4822 members 
Mstep: Class 17 contains 138033 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1960 members 
Mstep: Class 22 contains 7620 members 
Entering Unmasked Estep 
Score: -57755452.000000 Penalty: 71155.500000
Splitting cluster 7 changes total score from -57753316.000000 to -57755452.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 8 (2471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Entering Unmasked Estep 
Score: -313062.687500 Penalty: 1937.469849
	Iteration 0F: 2 clusters Score -313062.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -310152.625000 Penalty: 3874.939697
	Iteration 0F: 3 clusters Score -310152.6 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -310673.500000 Penalty: 3874.939697
	Iteration 1F: 3 clusters Score -310673.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -310821.937500 Penalty: 3874.939697
	Iteration 2F: 3 clusters Score -310821.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -310881.875000 Penalty: 3874.939697
	Iteration 3Q: 3 clusters Score -310881.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -310915.093750 Penalty: 3874.939697
	Iteration 4Q: 3 clusters Score -310915.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -310939.750000 Penalty: 3874.939697
	Iteration 5Q: 3 clusters Score -310939.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -310954.375000 Penalty: 3874.939697
	Iteration 6Q: 3 clusters Score -310954.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -310963.750000 Penalty: 3874.939697
	Iteration 7Q: 3 clusters Score -310963.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -310972.937500 Penalty: 3874.939697
	Iteration 8Q: 3 clusters Score -310972.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -310977.250000 Penalty: 3874.939697
	Iteration 9Q: 3 clusters Score -310977.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -310983.281250 Penalty: 3874.939697
	Iteration 10Q: 3 clusters Score -310983.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -310991.031250 Penalty: 3874.939697
	Iteration 11Q: 3 clusters Score -310991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -310997.906250 Penalty: 3874.939697
	Iteration 12Q: 3 clusters Score -310997.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -311001.593750 Penalty: 3874.939697
	Iteration 13Q: 3 clusters Score -311001.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -311006.875000 Penalty: 3874.939697
	Iteration 14Q: 3 clusters Score -311006.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -311010.031250 Penalty: 3874.939697
	Iteration 15Q: 3 clusters Score -311010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -311012.093750 Penalty: 3874.939697
	Iteration 16Q: 3 clusters Score -311012.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -311014.031250 Penalty: 3874.939697
	Iteration 17Q: 3 clusters Score -311014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -311017.062500 Penalty: 3874.939697
	Iteration 18Q: 3 clusters Score -311017.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -311019.218750 Penalty: 3874.939697
	Iteration 19Q: 3 clusters Score -311019.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -311020.750000 Penalty: 3874.939697
	Iteration 20F: 3 clusters Score -311020.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -311020.125000 Penalty: 3874.939697
	Iteration 21Q: 3 clusters Score -311020.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -311020.125000 Penalty: 3874.939697
	Iteration 22F: 3 clusters Score -311020.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Entering Unmasked Estep 
Score: -331732.406250 Penalty: 1950.376099
	Iteration 0F: 2 clusters Score -331732.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -328723.968750 Penalty: 3900.752197
	Iteration 0F: 3 clusters Score -328724 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -329388.937500 Penalty: 3900.752197
	Iteration 1F: 3 clusters Score -329388.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -329671.281250 Penalty: 3900.752197
	Iteration 2F: 3 clusters Score -329671.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -330025.125000 Penalty: 3900.752197
	Iteration 3F: 3 clusters Score -330025.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -330326.562500 Penalty: 3900.752197
	Iteration 4F: 3 clusters Score -330326.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -330577.781250 Penalty: 3900.752197
	Iteration 5F: 3 clusters Score -330577.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -330859.906250 Penalty: 3900.752197
	Iteration 6F: 3 clusters Score -330859.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -331101.406250 Penalty: 3900.752197
	Iteration 7F: 3 clusters Score -331101.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -331242.656250 Penalty: 3900.752197
	Iteration 8Q: 3 clusters Score -331242.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -331311.375000 Penalty: 3900.752197
	Iteration 9Q: 3 clusters Score -331311.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -331340.531250 Penalty: 3900.752197
	Iteration 10Q: 3 clusters Score -331340.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -331370.531250 Penalty: 3900.752197
	Iteration 11Q: 3 clusters Score -331370.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -331389.187500 Penalty: 3900.752197
	Iteration 12Q: 3 clusters Score -331389.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -331397.531250 Penalty: 3900.752197
	Iteration 13Q: 3 clusters Score -331397.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -331400.875000 Penalty: 3900.752197
	Iteration 14Q: 3 clusters Score -331400.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -331403.218750 Penalty: 3900.752197
	Iteration 15Q: 3 clusters Score -331403.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -331405.500000 Penalty: 3900.752197
	Iteration 16Q: 3 clusters Score -331405.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -331409.937500 Penalty: 3900.752197
	Iteration 17Q: 3 clusters Score -331409.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -331413.125000 Penalty: 3900.752197
	Iteration 18Q: 3 clusters Score -331413.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -331415.156250 Penalty: 3900.752197
	Iteration 19Q: 3 clusters Score -331415.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -331415.156250 Penalty: 3900.752197
	Iteration 20F: 3 clusters Score -331415.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -42788.675781 Penalty: 1471.853760
	Iteration 0F: 2 clusters Score -42788.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -41431.488281 Penalty: 2943.707520
	Iteration 0F: 3 clusters Score -41431.49 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -41598.351562 Penalty: 2943.707520
	Iteration 1F: 3 clusters Score -41598.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -41644.164062 Penalty: 2943.707520
	Iteration 2Q: 3 clusters Score -41644.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -41662.695312 Penalty: 2943.707520
	Iteration 3Q: 3 clusters Score -41662.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -41678.527344 Penalty: 2943.707520
	Iteration 4Q: 3 clusters Score -41678.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -41701.175781 Penalty: 2943.707520
	Iteration 5Q: 3 clusters Score -41701.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -41712.886719 Penalty: 2943.707520
	Iteration 6Q: 3 clusters Score -41712.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -41715.007812 Penalty: 2943.707520
	Iteration 7Q: 3 clusters Score -41715.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -41719.078125 Penalty: 2943.707520
	Iteration 8Q: 3 clusters Score -41719.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -41725.453125 Penalty: 2943.707520
	Iteration 9Q: 3 clusters Score -41725.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -41727.183594 Penalty: 2943.707520
	Iteration 10Q: 3 clusters Score -41727.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -41727.183594 Penalty: 2943.707520
	Iteration 11F: 3 clusters Score -41727.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -40534.386719 Penalty: 1478.967651
	Iteration 0F: 2 clusters Score -40534.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -39133.121094 Penalty: 2957.935303
	Iteration 0F: 3 clusters Score -39133.12 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -39300.746094 Penalty: 2957.935303
	Iteration 1F: 3 clusters Score -39300.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39345.757812 Penalty: 2957.935303
	Iteration 2Q: 3 clusters Score -39345.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -39365.968750 Penalty: 2957.935303
	Iteration 3Q: 3 clusters Score -39365.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -39386.257812 Penalty: 2957.935303
	Iteration 4Q: 3 clusters Score -39386.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -39392.222656 Penalty: 2957.935303
	Iteration 5Q: 3 clusters Score -39392.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -39403.015625 Penalty: 2957.935303
	Iteration 6Q: 3 clusters Score -39403.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -39410.832031 Penalty: 2957.935303
	Iteration 7Q: 3 clusters Score -39410.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -39416.210938 Penalty: 2957.935303
	Iteration 8Q: 3 clusters Score -39416.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -39416.210938 Penalty: 2957.935303
	Iteration 9F: 3 clusters Score -39416.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -62672.714844 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -62672.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -61130.734375 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -61130.73 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -61543.042969 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -61543.04 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -61713.406250 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -61713.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -61834.718750 Penalty: 3193.125000
	Iteration 3Q: 3 clusters Score -61834.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -61926.007812 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -61926.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -61989.578125 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -61989.58 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -62073.019531 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -62073.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -62171.562500 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -62171.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -62250.085938 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -62250.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -62349.281250 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -62349.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -62463.000000 Penalty: 3193.125000
	Iteration 10Q: 3 clusters Score -62463 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -62572.289062 Penalty: 3193.125000
	Iteration 11Q: 3 clusters Score -62572.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -62617.015625 Penalty: 3193.125000
	Iteration 12Q: 3 clusters Score -62617.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -62651.445312 Penalty: 3193.125000
	Iteration 13Q: 3 clusters Score -62651.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -62665.847656 Penalty: 3193.125000
	Iteration 14Q: 3 clusters Score -62665.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -62676.855469 Penalty: 3193.125000
	Iteration 15Q: 3 clusters Score -62676.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -62685.898438 Penalty: 3193.125000
	Iteration 16Q: 3 clusters Score -62685.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -62688.214844 Penalty: 3193.125000
	Iteration 17Q: 3 clusters Score -62688.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -62693.394531 Penalty: 3193.125000
	Iteration 18Q: 3 clusters Score -62693.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -62695.230469 Penalty: 3193.125000
	Iteration 19Q: 3 clusters Score -62695.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -62696.460938 Penalty: 3193.125000
	Iteration 20F: 3 clusters Score -62696.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 24801 members 
Mstep: Class 3 contains 22551 members 
Mstep: Class 4 contains 17370 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 202976 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 2603 members 
Mstep: Class 10 contains 378 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 309 members 
Mstep: Class 13 contains 9912 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4822 members 
Mstep: Class 17 contains 138033 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1960 members 
Mstep: Class 22 contains 7620 members 
Mstep: Class 23 contains 316 members 
Entering Unmasked Estep 
Score: -57753840.000000 Penalty: 74389.843750
Splitting cluster 12 changes total score from -57753316.000000 to -57753840.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 13 (9912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Entering Unmasked Estep 
Score: -1268628.500000 Penalty: 2281.972412
	Iteration 0F: 2 clusters Score -1268628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1260941.875000 Penalty: 4563.944824
	Iteration 0F: 3 clusters Score -1260942 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1263177.750000 Penalty: 4563.944824
	Iteration 1F: 3 clusters Score -1263178 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1263475.250000 Penalty: 4563.944824
	Iteration 2F: 3 clusters Score -1263475 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1263673.875000 Penalty: 4563.944824
	Iteration 3Q: 3 clusters Score -1263674 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1263817.000000 Penalty: 4563.944824
	Iteration 4Q: 3 clusters Score -1263817 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1263948.375000 Penalty: 4563.944824
	Iteration 5Q: 3 clusters Score -1263948 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1264065.125000 Penalty: 4563.944824
	Iteration 6Q: 3 clusters Score -1264065 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1264170.875000 Penalty: 4563.944824
	Iteration 7Q: 3 clusters Score -1264171 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1264253.375000 Penalty: 4563.944824
	Iteration 8Q: 3 clusters Score -1264253 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1264373.000000 Penalty: 4563.944824
	Iteration 9Q: 3 clusters Score -1264373 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1264488.875000 Penalty: 4563.944824
	Iteration 10Q: 3 clusters Score -1264489 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1264605.750000 Penalty: 4563.944824
	Iteration 11Q: 3 clusters Score -1264606 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1264716.250000 Penalty: 4563.944824
	Iteration 12Q: 3 clusters Score -1264716 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1264816.750000 Penalty: 4563.944824
	Iteration 13Q: 3 clusters Score -1264817 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1264917.375000 Penalty: 4563.944824
	Iteration 14Q: 3 clusters Score -1264917 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1265057.875000 Penalty: 4563.944824
	Iteration 15Q: 3 clusters Score -1265058 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1265207.250000 Penalty: 4563.944824
	Iteration 16Q: 3 clusters Score -1265207 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1265368.375000 Penalty: 4563.944824
	Iteration 17Q: 3 clusters Score -1265368 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1265505.000000 Penalty: 4563.944824
	Iteration 18Q: 3 clusters Score -1265505 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1265630.500000 Penalty: 4563.944824
	Iteration 19Q: 3 clusters Score -1265630 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1265758.375000 Penalty: 4563.944824
	Iteration 20F: 3 clusters Score -1265758 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1265870.375000 Penalty: 4563.944824
	Iteration 21Q: 3 clusters Score -1265870 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1265982.375000 Penalty: 4563.944824
	Iteration 22Q: 3 clusters Score -1265982 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1266081.625000 Penalty: 4563.944824
	Iteration 23Q: 3 clusters Score -1266082 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1266177.375000 Penalty: 4563.944824
	Iteration 24Q: 3 clusters Score -1266177 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1266276.125000 Penalty: 4563.944824
	Iteration 25Q: 3 clusters Score -1266276 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1266398.250000 Penalty: 4563.944824
	Iteration 26Q: 3 clusters Score -1266398 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1266542.875000 Penalty: 4563.944824
	Iteration 27Q: 3 clusters Score -1266543 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1266709.625000 Penalty: 4563.944824
	Iteration 28Q: 3 clusters Score -1266710 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1266793.375000 Penalty: 4563.944824
	Iteration 29Q: 3 clusters Score -1266793 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1266836.375000 Penalty: 4563.944824
	Iteration 30Q: 3 clusters Score -1266836 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1266850.500000 Penalty: 4563.944824
	Iteration 31Q: 3 clusters Score -1266850 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1266865.625000 Penalty: 4563.944824
	Iteration 32Q: 3 clusters Score -1266866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1266880.500000 Penalty: 4563.944824
	Iteration 33Q: 3 clusters Score -1266880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1266893.750000 Penalty: 4563.944824
	Iteration 34Q: 3 clusters Score -1266894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1266897.375000 Penalty: 4563.944824
	Iteration 35Q: 3 clusters Score -1266897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1266903.750000 Penalty: 4563.944824
	Iteration 36Q: 3 clusters Score -1266904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1266903.500000 Penalty: 4563.944824
	Iteration 37Q: 3 clusters Score -1266904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1266909.625000 Penalty: 4563.944824
	Iteration 38Q: 3 clusters Score -1266910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1266910.875000 Penalty: 4563.944824
	Iteration 39Q: 3 clusters Score -1266911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1266914.625000 Penalty: 4563.944824
	Iteration 40F: 3 clusters Score -1266915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1266913.625000 Penalty: 4563.944824
	Iteration 41Q: 3 clusters Score -1266914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1266915.125000 Penalty: 4563.944824
	Iteration 42Q: 3 clusters Score -1266915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1266915.125000 Penalty: 4563.944824
	Iteration 43F: 3 clusters Score -1266915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -28320.541016 Penalty: 1391.149048
	Iteration 0F: 2 clusters Score -28320.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27061.519531 Penalty: 2782.298096
	Iteration 0F: 3 clusters Score -27061.52 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27210.792969 Penalty: 2782.298096
	Iteration 1F: 3 clusters Score -27210.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -27278.242188 Penalty: 2782.298096
	Iteration 2Q: 3 clusters Score -27278.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27347.361328 Penalty: 2782.298096
	Iteration 3Q: 3 clusters Score -27347.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -27361.697266 Penalty: 2782.298096
	Iteration 4Q: 3 clusters Score -27361.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27366.488281 Penalty: 2782.298096
	Iteration 5Q: 3 clusters Score -27366.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27370.861328 Penalty: 2782.298096
	Iteration 6Q: 3 clusters Score -27370.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27370.861328 Penalty: 2782.298096
	Iteration 7F: 3 clusters Score -27370.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Entering Unmasked Estep 
Score: -161313.375000 Penalty: 1775.697144
	Iteration 0F: 2 clusters Score -161313.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -159157.062500 Penalty: 3551.394287
	Iteration 0F: 3 clusters Score -159157.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -159502.281250 Penalty: 3551.394287
	Iteration 1F: 3 clusters Score -159502.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -159587.812500 Penalty: 3551.394287
	Iteration 2F: 3 clusters Score -159587.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -159626.718750 Penalty: 3551.394287
	Iteration 3Q: 3 clusters Score -159626.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -159638.468750 Penalty: 3551.394287
	Iteration 4Q: 3 clusters Score -159638.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -159642.796875 Penalty: 3551.394287
	Iteration 5Q: 3 clusters Score -159642.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -159645.046875 Penalty: 3551.394287
	Iteration 6Q: 3 clusters Score -159645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -159646.781250 Penalty: 3551.394287
	Iteration 7Q: 3 clusters Score -159646.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -159647.765625 Penalty: 3551.394287
	Iteration 8Q: 3 clusters Score -159647.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -159649.250000 Penalty: 3551.394287
	Iteration 9Q: 3 clusters Score -159649.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -159651.515625 Penalty: 3551.394287
	Iteration 10Q: 3 clusters Score -159651.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -159653.296875 Penalty: 3551.394287
	Iteration 11Q: 3 clusters Score -159653.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -159659.406250 Penalty: 3551.394287
	Iteration 12Q: 3 clusters Score -159659.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -159665.843750 Penalty: 3551.394287
	Iteration 13Q: 3 clusters Score -159665.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -159668.578125 Penalty: 3551.394287
	Iteration 14Q: 3 clusters Score -159668.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -159672.093750 Penalty: 3551.394287
	Iteration 15Q: 3 clusters Score -159672.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -159675.156250 Penalty: 3551.394287
	Iteration 16Q: 3 clusters Score -159675.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -159680.125000 Penalty: 3551.394287
	Iteration 17Q: 3 clusters Score -159680.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -159683.281250 Penalty: 3551.394287
	Iteration 18Q: 3 clusters Score -159683.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -159687.890625 Penalty: 3551.394287
	Iteration 19Q: 3 clusters Score -159687.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -159692.515625 Penalty: 3551.394287
	Iteration 20F: 3 clusters Score -159692.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -159695.078125 Penalty: 3551.394287
	Iteration 21Q: 3 clusters Score -159695.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -159696.500000 Penalty: 3551.394287
	Iteration 22Q: 3 clusters Score -159696.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -159698.296875 Penalty: 3551.394287
	Iteration 23Q: 3 clusters Score -159698.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -159698.562500 Penalty: 3551.394287
	Iteration 24Q: 3 clusters Score -159698.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -159698.562500 Penalty: 3551.394287
	Iteration 25F: 3 clusters Score -159698.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Entering Unmasked Estep 
Score: -624807.250000 Penalty: 2103.273926
	Iteration 0F: 2 clusters Score -624807.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -620348.125000 Penalty: 4206.547852
	Iteration 0F: 3 clusters Score -620348.1 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -621331.062500 Penalty: 4206.547852
	Iteration 1F: 3 clusters Score -621331.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -621533.937500 Penalty: 4206.547852
	Iteration 2F: 3 clusters Score -621533.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -621675.062500 Penalty: 4206.547852
	Iteration 3F: 3 clusters Score -621675.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -621788.125000 Penalty: 4206.547852
	Iteration 4Q: 3 clusters Score -621788.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -621876.812500 Penalty: 4206.547852
	Iteration 5Q: 3 clusters Score -621876.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -621959.750000 Penalty: 4206.547852
	Iteration 6Q: 3 clusters Score -621959.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -622033.812500 Penalty: 4206.547852
	Iteration 7Q: 3 clusters Score -622033.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -622092.937500 Penalty: 4206.547852
	Iteration 8Q: 3 clusters Score -622092.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -622141.187500 Penalty: 4206.547852
	Iteration 9Q: 3 clusters Score -622141.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -622177.250000 Penalty: 4206.547852
	Iteration 10Q: 3 clusters Score -622177.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -622212.062500 Penalty: 4206.547852
	Iteration 11Q: 3 clusters Score -622212.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -622238.250000 Penalty: 4206.547852
	Iteration 12Q: 3 clusters Score -622238.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -622256.250000 Penalty: 4206.547852
	Iteration 13Q: 3 clusters Score -622256.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -622276.875000 Penalty: 4206.547852
	Iteration 14Q: 3 clusters Score -622276.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -622294.437500 Penalty: 4206.547852
	Iteration 15Q: 3 clusters Score -622294.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -622315.937500 Penalty: 4206.547852
	Iteration 16Q: 3 clusters Score -622315.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -622335.000000 Penalty: 4206.547852
	Iteration 17Q: 3 clusters Score -622335 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -622353.312500 Penalty: 4206.547852
	Iteration 18Q: 3 clusters Score -622353.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -622369.062500 Penalty: 4206.547852
	Iteration 19Q: 3 clusters Score -622369.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -622389.375000 Penalty: 4206.547852
	Iteration 20F: 3 clusters Score -622389.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -622407.875000 Penalty: 4206.547852
	Iteration 21Q: 3 clusters Score -622407.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -622424.312500 Penalty: 4206.547852
	Iteration 22Q: 3 clusters Score -622424.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -622448.750000 Penalty: 4206.547852
	Iteration 23Q: 3 clusters Score -622448.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -622473.562500 Penalty: 4206.547852
	Iteration 24Q: 3 clusters Score -622473.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -622499.875000 Penalty: 4206.547852
	Iteration 25Q: 3 clusters Score -622499.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -622519.187500 Penalty: 4206.547852
	Iteration 26Q: 3 clusters Score -622519.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -622538.062500 Penalty: 4206.547852
	Iteration 27Q: 3 clusters Score -622538.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -622562.000000 Penalty: 4206.547852
	Iteration 28Q: 3 clusters Score -622562 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -622586.937500 Penalty: 4206.547852
	Iteration 29Q: 3 clusters Score -622586.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -622611.750000 Penalty: 4206.547852
	Iteration 30Q: 3 clusters Score -622611.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -622636.750000 Penalty: 4206.547852
	Iteration 31Q: 3 clusters Score -622636.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -622658.625000 Penalty: 4206.547852
	Iteration 32Q: 3 clusters Score -622658.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -622679.437500 Penalty: 4206.547852
	Iteration 33Q: 3 clusters Score -622679.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -622703.562500 Penalty: 4206.547852
	Iteration 34Q: 3 clusters Score -622703.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -622730.875000 Penalty: 4206.547852
	Iteration 35Q: 3 clusters Score -622730.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -622752.250000 Penalty: 4206.547852
	Iteration 36Q: 3 clusters Score -622752.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -622778.562500 Penalty: 4206.547852
	Iteration 37Q: 3 clusters Score -622778.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -622808.500000 Penalty: 4206.547852
	Iteration 38Q: 3 clusters Score -622808.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -622828.437500 Penalty: 4206.547852
	Iteration 39Q: 3 clusters Score -622828.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -622840.875000 Penalty: 4206.547852
	Iteration 40F: 3 clusters Score -622840.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -622852.000000 Penalty: 4206.547852
	Iteration 41Q: 3 clusters Score -622852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -622858.125000 Penalty: 4206.547852
	Iteration 42Q: 3 clusters Score -622858.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -622862.125000 Penalty: 4206.547852
	Iteration 43Q: 3 clusters Score -622862.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -622869.437500 Penalty: 4206.547852
	Iteration 44Q: 3 clusters Score -622869.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -622876.437500 Penalty: 4206.547852
	Iteration 45Q: 3 clusters Score -622876.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -622881.437500 Penalty: 4206.547852
	Iteration 46Q: 3 clusters Score -622881.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -622887.187500 Penalty: 4206.547852
	Iteration 47Q: 3 clusters Score -622887.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -622886.625000 Penalty: 4206.547852
	Iteration 48Q: 3 clusters Score -622886.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -622889.312500 Penalty: 4206.547852
	Iteration 49Q: 3 clusters Score -622889.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -622887.937500 Penalty: 4206.547852
	Iteration 50Q: 3 clusters Score -622887.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -622889.062500 Penalty: 4206.547852
	Iteration 51Q: 3 clusters Score -622889.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -622889.375000 Penalty: 4206.547852
	Iteration 52Q: 3 clusters Score -622889.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -622891.000000 Penalty: 4206.547852
	Iteration 53Q: 3 clusters Score -622891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -622889.687500 Penalty: 4206.547852
	Iteration 54Q: 3 clusters Score -622889.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -622889.687500 Penalty: 4206.547852
	Iteration 55F: 3 clusters Score -622889.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (138033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138033 members 
Entering Unmasked Estep 
Score: -17637616.000000 Penalty: 2935.141602
	Iteration 0F: 2 clusters Score -1.763762e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69310 members 
Mstep: Class 2 contains 68723 members 
Entering Unmasked Estep 
Score: -17545766.000000 Penalty: 5870.283203
	Iteration 0F: 3 clusters Score -1.754577e+07 nChanged 65825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73363 members 
Mstep: Class 2 contains 64670 members 
Entering Unmasked Estep 
Score: -17584066.000000 Penalty: 5870.283203
	Iteration 1F: 3 clusters Score -1.758407e+07 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75975 members 
Mstep: Class 2 contains 62058 members 
Entering Unmasked Estep 
Score: -17585816.000000 Penalty: 5870.283203
	Iteration 2Q: 3 clusters Score -1.758582e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80069 members 
Mstep: Class 2 contains 57964 members 
Entering Unmasked Estep 
Score: -17588490.000000 Penalty: 5870.283203
	Iteration 3Q: 3 clusters Score -1.758849e+07 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86143 members 
Mstep: Class 2 contains 51890 members 
Entering Unmasked Estep 
Score: -17592834.000000 Penalty: 5870.283203
	Iteration 4F: 3 clusters Score -1.759283e+07 nChanged 9719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94342 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -17599442.000000 Penalty: 5870.283203
	Iteration 5F: 3 clusters Score -1.759944e+07 nChanged 11143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104335 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -17608504.000000 Penalty: 5870.283203
	Iteration 6F: 3 clusters Score -1.76085e+07 nChanged 10670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114355 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -17617994.000000 Penalty: 5870.283203
	Iteration 7F: 3 clusters Score -1.761799e+07 nChanged 8207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122028 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -17625586.000000 Penalty: 5870.283203
	Iteration 8F: 3 clusters Score -1.762559e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126601 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -17629666.000000 Penalty: 5870.283203
	Iteration 9Q: 3 clusters Score -1.762967e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129171 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -17631962.000000 Penalty: 5870.283203
	Iteration 10Q: 3 clusters Score -1.763196e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130780 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -17633378.000000 Penalty: 5870.283203
	Iteration 11Q: 3 clusters Score -1.763338e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131835 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -17634382.000000 Penalty: 5870.283203
	Iteration 12Q: 3 clusters Score -1.763438e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132554 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -17635086.000000 Penalty: 5870.283203
	Iteration 13Q: 3 clusters Score -1.763509e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133055 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -17635620.000000 Penalty: 5870.283203
	Iteration 14Q: 3 clusters Score -1.763562e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133382 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -17635944.000000 Penalty: 5870.283203
	Iteration 15Q: 3 clusters Score -1.763594e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133611 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -17636170.000000 Penalty: 5870.283203
	Iteration 16Q: 3 clusters Score -1.763617e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133753 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -17636316.000000 Penalty: 5870.283203
	Iteration 17Q: 3 clusters Score -1.763632e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133847 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -17636444.000000 Penalty: 5870.283203
	Iteration 18Q: 3 clusters Score -1.763644e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133889 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -17636490.000000 Penalty: 5870.283203
	Iteration 19Q: 3 clusters Score -1.763649e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133911 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -17636564.000000 Penalty: 5870.283203
	Iteration 20F: 3 clusters Score -1.763656e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133924 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -17636592.000000 Penalty: 5870.283203
	Iteration 21Q: 3 clusters Score -1.763659e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133899 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -17636590.000000 Penalty: 5870.283203
	Iteration 22Q: 3 clusters Score -1.763659e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133887 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -17636598.000000 Penalty: 5870.283203
	Iteration 23Q: 3 clusters Score -1.76366e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133867 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -17636626.000000 Penalty: 5870.283203
	Iteration 24Q: 3 clusters Score -1.763663e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133839 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -17636642.000000 Penalty: 5870.283203
	Iteration 25Q: 3 clusters Score -1.763664e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133816 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -17636670.000000 Penalty: 5870.283203
	Iteration 26Q: 3 clusters Score -1.763667e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133795 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -17636658.000000 Penalty: 5870.283203
	Iteration 27Q: 3 clusters Score -1.763666e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133762 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -17636640.000000 Penalty: 5870.283203
	Iteration 28Q: 3 clusters Score -1.763664e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133727 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -17636636.000000 Penalty: 5870.283203
	Iteration 29Q: 3 clusters Score -1.763664e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133707 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -17636660.000000 Penalty: 5870.283203
	Iteration 30Q: 3 clusters Score -1.763666e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133688 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -17636660.000000 Penalty: 5870.283203
	Iteration 31Q: 3 clusters Score -1.763666e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133662 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -17636664.000000 Penalty: 5870.283203
	Iteration 32Q: 3 clusters Score -1.763666e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133645 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -17636646.000000 Penalty: 5870.283203
	Iteration 33Q: 3 clusters Score -1.763665e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133621 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -17636668.000000 Penalty: 5870.283203
	Iteration 34Q: 3 clusters Score -1.763667e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133596 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -17636694.000000 Penalty: 5870.283203
	Iteration 35Q: 3 clusters Score -1.763669e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133563 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -17636700.000000 Penalty: 5870.283203
	Iteration 36Q: 3 clusters Score -1.76367e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133534 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -17636724.000000 Penalty: 5870.283203
	Iteration 37Q: 3 clusters Score -1.763672e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133503 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -17636714.000000 Penalty: 5870.283203
	Iteration 38Q: 3 clusters Score -1.763671e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133478 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -17636724.000000 Penalty: 5870.283203
	Iteration 39Q: 3 clusters Score -1.763672e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133448 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -17636726.000000 Penalty: 5870.283203
	Iteration 40F: 3 clusters Score -1.763673e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133420 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -17636712.000000 Penalty: 5870.283203
	Iteration 41Q: 3 clusters Score -1.763671e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133384 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -17636736.000000 Penalty: 5870.283203
	Iteration 42Q: 3 clusters Score -1.763674e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133365 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -17636726.000000 Penalty: 5870.283203
	Iteration 43Q: 3 clusters Score -1.763673e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133342 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -17636732.000000 Penalty: 5870.283203
	Iteration 44Q: 3 clusters Score -1.763673e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133318 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -17636718.000000 Penalty: 5870.283203
	Iteration 45Q: 3 clusters Score -1.763672e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133295 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -17636736.000000 Penalty: 5870.283203
	Iteration 46Q: 3 clusters Score -1.763674e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133282 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -17636724.000000 Penalty: 5870.283203
	Iteration 47Q: 3 clusters Score -1.763672e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133277 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -17636714.000000 Penalty: 5870.283203
	Iteration 48Q: 3 clusters Score -1.763671e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133265 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -17636716.000000 Penalty: 5870.283203
	Iteration 49Q: 3 clusters Score -1.763672e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133249 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -17636730.000000 Penalty: 5870.283203
	Iteration 50Q: 3 clusters Score -1.763673e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133223 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -17636722.000000 Penalty: 5870.283203
	Iteration 51Q: 3 clusters Score -1.763672e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133205 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -17636714.000000 Penalty: 5870.283203
	Iteration 52Q: 3 clusters Score -1.763671e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133177 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -17636746.000000 Penalty: 5870.283203
	Iteration 53Q: 3 clusters Score -1.763675e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133145 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -17636722.000000 Penalty: 5870.283203
	Iteration 54Q: 3 clusters Score -1.763672e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133119 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -17636734.000000 Penalty: 5870.283203
	Iteration 55Q: 3 clusters Score -1.763673e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133097 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -17636724.000000 Penalty: 5870.283203
	Iteration 56Q: 3 clusters Score -1.763672e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133075 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -17636734.000000 Penalty: 5870.283203
	Iteration 57Q: 3 clusters Score -1.763673e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133058 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -17636730.000000 Penalty: 5870.283203
	Iteration 58Q: 3 clusters Score -1.763673e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133042 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -17636744.000000 Penalty: 5870.283203
	Iteration 59Q: 3 clusters Score -1.763674e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133024 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -17636756.000000 Penalty: 5870.283203
	Iteration 60F: 3 clusters Score -1.763676e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133014 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -17636748.000000 Penalty: 5870.283203
	Iteration 61Q: 3 clusters Score -1.763675e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133006 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -17636742.000000 Penalty: 5870.283203
	Iteration 62Q: 3 clusters Score -1.763674e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132994 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -17636748.000000 Penalty: 5870.283203
	Iteration 63Q: 3 clusters Score -1.763675e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132978 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -17636754.000000 Penalty: 5870.283203
	Iteration 64Q: 3 clusters Score -1.763675e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132964 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -17636744.000000 Penalty: 5870.283203
	Iteration 65Q: 3 clusters Score -1.763674e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132951 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -17636738.000000 Penalty: 5870.283203
	Iteration 66Q: 3 clusters Score -1.763674e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132935 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -17636736.000000 Penalty: 5870.283203
	Iteration 67Q: 3 clusters Score -1.763674e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132921 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -17636740.000000 Penalty: 5870.283203
	Iteration 68Q: 3 clusters Score -1.763674e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132914 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -17636736.000000 Penalty: 5870.283203
	Iteration 69Q: 3 clusters Score -1.763674e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132901 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -17636732.000000 Penalty: 5870.283203
	Iteration 70Q: 3 clusters Score -1.763673e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132887 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -17636736.000000 Penalty: 5870.283203
	Iteration 71Q: 3 clusters Score -1.763674e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132873 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -17636750.000000 Penalty: 5870.283203
	Iteration 72Q: 3 clusters Score -1.763675e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132858 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -17636762.000000 Penalty: 5870.283203
	Iteration 73Q: 3 clusters Score -1.763676e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132845 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -17636768.000000 Penalty: 5870.283203
	Iteration 74Q: 3 clusters Score -1.763677e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132829 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -17636782.000000 Penalty: 5870.283203
	Iteration 75Q: 3 clusters Score -1.763678e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132807 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -17636782.000000 Penalty: 5870.283203
	Iteration 76Q: 3 clusters Score -1.763678e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132784 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -17636790.000000 Penalty: 5870.283203
	Iteration 77Q: 3 clusters Score -1.763679e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132764 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -17636772.000000 Penalty: 5870.283203
	Iteration 78Q: 3 clusters Score -1.763677e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132746 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -17636794.000000 Penalty: 5870.283203
	Iteration 79Q: 3 clusters Score -1.763679e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132731 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -17636802.000000 Penalty: 5870.283203
	Iteration 80F: 3 clusters Score -1.76368e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132707 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -17636794.000000 Penalty: 5870.283203
	Iteration 81Q: 3 clusters Score -1.763679e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132691 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -17636792.000000 Penalty: 5870.283203
	Iteration 82Q: 3 clusters Score -1.763679e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132666 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -17636786.000000 Penalty: 5870.283203
	Iteration 83Q: 3 clusters Score -1.763679e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132646 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -17636778.000000 Penalty: 5870.283203
	Iteration 84Q: 3 clusters Score -1.763678e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132627 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -17636758.000000 Penalty: 5870.283203
	Iteration 85Q: 3 clusters Score -1.763676e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132607 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -17636754.000000 Penalty: 5870.283203
	Iteration 86Q: 3 clusters Score -1.763675e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132583 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -17636776.000000 Penalty: 5870.283203
	Iteration 87Q: 3 clusters Score -1.763678e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132557 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -17636784.000000 Penalty: 5870.283203
	Iteration 88Q: 3 clusters Score -1.763678e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132534 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -17636780.000000 Penalty: 5870.283203
	Iteration 89Q: 3 clusters Score -1.763678e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132506 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -17636778.000000 Penalty: 5870.283203
	Iteration 90Q: 3 clusters Score -1.763678e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132485 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -17636760.000000 Penalty: 5870.283203
	Iteration 91Q: 3 clusters Score -1.763676e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132462 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -17636768.000000 Penalty: 5870.283203
	Iteration 92Q: 3 clusters Score -1.763677e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132434 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -17636752.000000 Penalty: 5870.283203
	Iteration 93Q: 3 clusters Score -1.763675e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132403 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -17636742.000000 Penalty: 5870.283203
	Iteration 94Q: 3 clusters Score -1.763674e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132372 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -17636736.000000 Penalty: 5870.283203
	Iteration 95Q: 3 clusters Score -1.763674e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132345 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -17636738.000000 Penalty: 5870.283203
	Iteration 96Q: 3 clusters Score -1.763674e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132305 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -17636740.000000 Penalty: 5870.283203
	Iteration 97Q: 3 clusters Score -1.763674e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132266 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -17636770.000000 Penalty: 5870.283203
	Iteration 98Q: 3 clusters Score -1.763677e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132215 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -17636770.000000 Penalty: 5870.283203
	Iteration 99Q: 3 clusters Score -1.763677e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132164 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -17636754.000000 Penalty: 5870.283203
	Iteration 100F: 3 clusters Score -1.763675e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132108 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -17636780.000000 Penalty: 5870.283203
	Iteration 101Q: 3 clusters Score -1.763678e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132045 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -17636800.000000 Penalty: 5870.283203
	Iteration 102Q: 3 clusters Score -1.76368e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131973 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -17636822.000000 Penalty: 5870.283203
	Iteration 103Q: 3 clusters Score -1.763682e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131883 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -17636840.000000 Penalty: 5870.283203
	Iteration 104Q: 3 clusters Score -1.763684e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131778 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -17636852.000000 Penalty: 5870.283203
	Iteration 105Q: 3 clusters Score -1.763685e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131649 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -17636880.000000 Penalty: 5870.283203
	Iteration 106Q: 3 clusters Score -1.763688e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131507 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -17636886.000000 Penalty: 5870.283203
	Iteration 107Q: 3 clusters Score -1.763689e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131344 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -17636910.000000 Penalty: 5870.283203
	Iteration 108Q: 3 clusters Score -1.763691e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131168 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -17636994.000000 Penalty: 5870.283203
	Iteration 109Q: 3 clusters Score -1.763699e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130960 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -17637064.000000 Penalty: 5870.283203
	Iteration 110Q: 3 clusters Score -1.763706e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130715 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -17637032.000000 Penalty: 5870.283203
	Iteration 111Q: 3 clusters Score -1.763703e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130456 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -17637118.000000 Penalty: 5870.283203
	Iteration 112Q: 3 clusters Score -1.763712e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130142 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -17637166.000000 Penalty: 5870.283203
	Iteration 113Q: 3 clusters Score -1.763717e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129780 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -17637260.000000 Penalty: 5870.283203
	Iteration 114Q: 3 clusters Score -1.763726e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129373 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -17637330.000000 Penalty: 5870.283203
	Iteration 115Q: 3 clusters Score -1.763733e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128919 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -17637496.000000 Penalty: 5870.283203
	Iteration 116Q: 3 clusters Score -1.76375e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128405 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -17637686.000000 Penalty: 5870.283203
	Iteration 117Q: 3 clusters Score -1.763769e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127834 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -17637898.000000 Penalty: 5870.283203
	Iteration 118Q: 3 clusters Score -1.76379e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127224 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -17638088.000000 Penalty: 5870.283203
	Iteration 119Q: 3 clusters Score -1.763809e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126610 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -17638260.000000 Penalty: 5870.283203
	Iteration 120F: 3 clusters Score -1.763826e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125960 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -17638478.000000 Penalty: 5870.283203
	Iteration 121Q: 3 clusters Score -1.763848e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125259 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -17638702.000000 Penalty: 5870.283203
	Iteration 122Q: 3 clusters Score -1.76387e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124583 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -17638864.000000 Penalty: 5870.283203
	Iteration 123Q: 3 clusters Score -1.763886e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123899 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -17639058.000000 Penalty: 5870.283203
	Iteration 124Q: 3 clusters Score -1.763906e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123224 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -17639278.000000 Penalty: 5870.283203
	Iteration 125Q: 3 clusters Score -1.763928e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122555 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -17639514.000000 Penalty: 5870.283203
	Iteration 126Q: 3 clusters Score -1.763951e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121920 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -17639616.000000 Penalty: 5870.283203
	Iteration 127Q: 3 clusters Score -1.763962e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121317 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -17639804.000000 Penalty: 5870.283203
	Iteration 128Q: 3 clusters Score -1.76398e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120755 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -17639942.000000 Penalty: 5870.283203
	Iteration 129Q: 3 clusters Score -1.763994e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120238 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -17640020.000000 Penalty: 5870.283203
	Iteration 130Q: 3 clusters Score -1.764002e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119763 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -17640088.000000 Penalty: 5870.283203
	Iteration 131Q: 3 clusters Score -1.764009e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119324 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -17640146.000000 Penalty: 5870.283203
	Iteration 132Q: 3 clusters Score -1.764015e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118886 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -17640234.000000 Penalty: 5870.283203
	Iteration 133Q: 3 clusters Score -1.764023e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118519 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -17640264.000000 Penalty: 5870.283203
	Iteration 134Q: 3 clusters Score -1.764026e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118227 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -17640302.000000 Penalty: 5870.283203
	Iteration 135Q: 3 clusters Score -1.76403e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117984 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -17640282.000000 Penalty: 5870.283203
	Iteration 136Q: 3 clusters Score -1.764028e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117768 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -17640332.000000 Penalty: 5870.283203
	Iteration 137Q: 3 clusters Score -1.764033e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117569 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -17640342.000000 Penalty: 5870.283203
	Iteration 138Q: 3 clusters Score -1.764034e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117360 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -17640334.000000 Penalty: 5870.283203
	Iteration 139Q: 3 clusters Score -1.764033e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117149 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -17640396.000000 Penalty: 5870.283203
	Iteration 140F: 3 clusters Score -1.76404e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116957 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -17640436.000000 Penalty: 5870.283203
	Iteration 141Q: 3 clusters Score -1.764044e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116786 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -17640454.000000 Penalty: 5870.283203
	Iteration 142Q: 3 clusters Score -1.764045e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116620 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -17640506.000000 Penalty: 5870.283203
	Iteration 143Q: 3 clusters Score -1.764051e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116491 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -17640522.000000 Penalty: 5870.283203
	Iteration 144Q: 3 clusters Score -1.764052e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116357 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -17640522.000000 Penalty: 5870.283203
	Iteration 145Q: 3 clusters Score -1.764052e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116241 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -17640510.000000 Penalty: 5870.283203
	Iteration 146Q: 3 clusters Score -1.764051e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116130 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -17640522.000000 Penalty: 5870.283203
	Iteration 147Q: 3 clusters Score -1.764052e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116022 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -17640536.000000 Penalty: 5870.283203
	Iteration 148Q: 3 clusters Score -1.764054e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115924 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -17640544.000000 Penalty: 5870.283203
	Iteration 149Q: 3 clusters Score -1.764054e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115833 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -17640532.000000 Penalty: 5870.283203
	Iteration 150Q: 3 clusters Score -1.764053e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115735 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -17640540.000000 Penalty: 5870.283203
	Iteration 151Q: 3 clusters Score -1.764054e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115655 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -17640536.000000 Penalty: 5870.283203
	Iteration 152Q: 3 clusters Score -1.764054e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115575 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -17640522.000000 Penalty: 5870.283203
	Iteration 153Q: 3 clusters Score -1.764052e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115504 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -17640542.000000 Penalty: 5870.283203
	Iteration 154Q: 3 clusters Score -1.764054e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115430 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -17640554.000000 Penalty: 5870.283203
	Iteration 155Q: 3 clusters Score -1.764055e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115376 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -17640556.000000 Penalty: 5870.283203
	Iteration 156Q: 3 clusters Score -1.764056e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115335 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -17640550.000000 Penalty: 5870.283203
	Iteration 157Q: 3 clusters Score -1.764055e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115301 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -17640554.000000 Penalty: 5870.283203
	Iteration 158Q: 3 clusters Score -1.764055e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115266 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -17640534.000000 Penalty: 5870.283203
	Iteration 159Q: 3 clusters Score -1.764053e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115229 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -17640520.000000 Penalty: 5870.283203
	Iteration 160F: 3 clusters Score -1.764052e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115192 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -17640510.000000 Penalty: 5870.283203
	Iteration 161Q: 3 clusters Score -1.764051e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115153 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -17640514.000000 Penalty: 5870.283203
	Iteration 162Q: 3 clusters Score -1.764051e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115116 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -17640524.000000 Penalty: 5870.283203
	Iteration 163Q: 3 clusters Score -1.764052e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115073 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -17640518.000000 Penalty: 5870.283203
	Iteration 164Q: 3 clusters Score -1.764052e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115026 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -17640524.000000 Penalty: 5870.283203
	Iteration 165Q: 3 clusters Score -1.764052e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114980 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -17640498.000000 Penalty: 5870.283203
	Iteration 166Q: 3 clusters Score -1.76405e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114949 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -17640486.000000 Penalty: 5870.283203
	Iteration 167Q: 3 clusters Score -1.764049e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114920 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -17640462.000000 Penalty: 5870.283203
	Iteration 168Q: 3 clusters Score -1.764046e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114895 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -17640464.000000 Penalty: 5870.283203
	Iteration 169Q: 3 clusters Score -1.764046e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114872 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -17640474.000000 Penalty: 5870.283203
	Iteration 170Q: 3 clusters Score -1.764047e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114848 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -17640450.000000 Penalty: 5870.283203
	Iteration 171Q: 3 clusters Score -1.764045e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114817 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -17640438.000000 Penalty: 5870.283203
	Iteration 172Q: 3 clusters Score -1.764044e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114796 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -17640420.000000 Penalty: 5870.283203
	Iteration 173Q: 3 clusters Score -1.764042e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114781 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -17640412.000000 Penalty: 5870.283203
	Iteration 174Q: 3 clusters Score -1.764041e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114763 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -17640422.000000 Penalty: 5870.283203
	Iteration 175Q: 3 clusters Score -1.764042e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114746 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -17640426.000000 Penalty: 5870.283203
	Iteration 176Q: 3 clusters Score -1.764043e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114735 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -17640426.000000 Penalty: 5870.283203
	Iteration 177Q: 3 clusters Score -1.764043e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114722 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -17640418.000000 Penalty: 5870.283203
	Iteration 178Q: 3 clusters Score -1.764042e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114709 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -17640434.000000 Penalty: 5870.283203
	Iteration 179Q: 3 clusters Score -1.764043e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114696 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -17640434.000000 Penalty: 5870.283203
	Iteration 180F: 3 clusters Score -1.764043e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114685 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -17640446.000000 Penalty: 5870.283203
	Iteration 181Q: 3 clusters Score -1.764045e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114675 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -17640450.000000 Penalty: 5870.283203
	Iteration 182Q: 3 clusters Score -1.764045e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114668 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -17640456.000000 Penalty: 5870.283203
	Iteration 183Q: 3 clusters Score -1.764046e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114661 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -17640462.000000 Penalty: 5870.283203
	Iteration 184Q: 3 clusters Score -1.764046e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114656 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -17640462.000000 Penalty: 5870.283203
	Iteration 185Q: 3 clusters Score -1.764046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114650 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -17640458.000000 Penalty: 5870.283203
	Iteration 186Q: 3 clusters Score -1.764046e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114646 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -17640464.000000 Penalty: 5870.283203
	Iteration 187Q: 3 clusters Score -1.764046e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114638 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -17640464.000000 Penalty: 5870.283203
	Iteration 188Q: 3 clusters Score -1.764046e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114637 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -17640458.000000 Penalty: 5870.283203
	Iteration 189Q: 3 clusters Score -1.764046e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114637 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -17640458.000000 Penalty: 5870.283203
	Iteration 190F: 3 clusters Score -1.764046e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 24801 members 
Mstep: Class 3 contains 22551 members 
Mstep: Class 4 contains 17370 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 202976 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 2603 members 
Mstep: Class 10 contains 378 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 309 members 
Mstep: Class 13 contains 9912 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4822 members 
Mstep: Class 17 contains 114637 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1960 members 
Mstep: Class 22 contains 7620 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 23396 members 
Entering Unmasked Estep 
Score: -57756468.000000 Penalty: 77624.179688
Splitting cluster 17 changes total score from -57753316.000000 to -57756468.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 18 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -53158.664062 Penalty: 1542.212891
	Iteration 0F: 2 clusters Score -53158.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -51684.171875 Penalty: 3084.425781
	Iteration 0F: 3 clusters Score -51684.17 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -51882.605469 Penalty: 3084.425781
	Iteration 1F: 3 clusters Score -51882.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -51960.328125 Penalty: 3084.425781
	Iteration 2F: 3 clusters Score -51960.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -52037.871094 Penalty: 3084.425781
	Iteration 3Q: 3 clusters Score -52037.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -52085.441406 Penalty: 3084.425781
	Iteration 4Q: 3 clusters Score -52085.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -52118.363281 Penalty: 3084.425781
	Iteration 5Q: 3 clusters Score -52118.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -52141.957031 Penalty: 3084.425781
	Iteration 6Q: 3 clusters Score -52141.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -52170.949219 Penalty: 3084.425781
	Iteration 7Q: 3 clusters Score -52170.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -52176.558594 Penalty: 3084.425781
	Iteration 8Q: 3 clusters Score -52176.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -52181.031250 Penalty: 3084.425781
	Iteration 9Q: 3 clusters Score -52181.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -52181.031250 Penalty: 3084.425781
	Iteration 10F: 3 clusters Score -52181.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Entering Unmasked Estep 
Score: -181198.203125 Penalty: 1803.899048
	Iteration 0F: 2 clusters Score -181198.2 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 705 members 
Entering Unmasked Estep 
Score: -178946.312500 Penalty: 3607.798096
	Iteration 0F: 3 clusters Score -178946.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -179316.296875 Penalty: 3607.798096
	Iteration 1F: 3 clusters Score -179316.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -179429.234375 Penalty: 3607.798096
	Iteration 2F: 3 clusters Score -179429.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -179496.265625 Penalty: 3607.798096
	Iteration 3Q: 3 clusters Score -179496.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -179558.578125 Penalty: 3607.798096
	Iteration 4Q: 3 clusters Score -179558.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -179606.546875 Penalty: 3607.798096
	Iteration 5Q: 3 clusters Score -179606.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -179630.125000 Penalty: 3607.798096
	Iteration 6Q: 3 clusters Score -179630.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -179649.078125 Penalty: 3607.798096
	Iteration 7Q: 3 clusters Score -179649.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -179654.343750 Penalty: 3607.798096
	Iteration 8Q: 3 clusters Score -179654.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -179658.265625 Penalty: 3607.798096
	Iteration 9Q: 3 clusters Score -179658.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -179658.265625 Penalty: 3607.798096
	Iteration 10F: 3 clusters Score -179658.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -45767.648438 Penalty: 1485.262329
	Iteration 0F: 2 clusters Score -45767.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -44345.828125 Penalty: 2970.524658
	Iteration 0F: 3 clusters Score -44345.83 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -44478.382812 Penalty: 2970.524658
	Iteration 1F: 3 clusters Score -44478.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44494.839844 Penalty: 2970.524658
	Iteration 2Q: 3 clusters Score -44494.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -44506.699219 Penalty: 2970.524658
	Iteration 3Q: 3 clusters Score -44506.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -44521.085938 Penalty: 2970.524658
	Iteration 4Q: 3 clusters Score -44521.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -44528.160156 Penalty: 2970.524658
	Iteration 5Q: 3 clusters Score -44528.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -44530.101562 Penalty: 2970.524658
	Iteration 6Q: 3 clusters Score -44530.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -44532.246094 Penalty: 2970.524658
	Iteration 7Q: 3 clusters Score -44532.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -44532.246094 Penalty: 2970.524658
	Iteration 8F: 3 clusters Score -44532.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Entering Unmasked Estep 
Score: -239151.218750 Penalty: 1880.013550
	Iteration 0F: 2 clusters Score -239151.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -236538.875000 Penalty: 3760.027100
	Iteration 0F: 3 clusters Score -236538.9 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -237029.734375 Penalty: 3760.027100
	Iteration 1F: 3 clusters Score -237029.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -237149.437500 Penalty: 3760.027100
	Iteration 2F: 3 clusters Score -237149.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -237210.062500 Penalty: 3760.027100
	Iteration 3Q: 3 clusters Score -237210.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -237246.000000 Penalty: 3760.027100
	Iteration 4Q: 3 clusters Score -237246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -237267.468750 Penalty: 3760.027100
	Iteration 5Q: 3 clusters Score -237267.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -237290.843750 Penalty: 3760.027100
	Iteration 6Q: 3 clusters Score -237290.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -237310.500000 Penalty: 3760.027100
	Iteration 7Q: 3 clusters Score -237310.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -237324.265625 Penalty: 3760.027100
	Iteration 8Q: 3 clusters Score -237324.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -237340.031250 Penalty: 3760.027100
	Iteration 9Q: 3 clusters Score -237340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -237351.703125 Penalty: 3760.027100
	Iteration 10Q: 3 clusters Score -237351.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -237360.375000 Penalty: 3760.027100
	Iteration 11Q: 3 clusters Score -237360.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -237370.078125 Penalty: 3760.027100
	Iteration 12Q: 3 clusters Score -237370.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -237376.093750 Penalty: 3760.027100
	Iteration 13Q: 3 clusters Score -237376.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -237383.890625 Penalty: 3760.027100
	Iteration 14Q: 3 clusters Score -237383.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -237390.921875 Penalty: 3760.027100
	Iteration 15Q: 3 clusters Score -237390.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -237395.984375 Penalty: 3760.027100
	Iteration 16Q: 3 clusters Score -237396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -237402.250000 Penalty: 3760.027100
	Iteration 17Q: 3 clusters Score -237402.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -237407.734375 Penalty: 3760.027100
	Iteration 18Q: 3 clusters Score -237407.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -237415.406250 Penalty: 3760.027100
	Iteration 19Q: 3 clusters Score -237415.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -237418.281250 Penalty: 3760.027100
	Iteration 20F: 3 clusters Score -237418.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -237421.203125 Penalty: 3760.027100
	Iteration 21Q: 3 clusters Score -237421.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -237423.609375 Penalty: 3760.027100
	Iteration 22Q: 3 clusters Score -237423.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -237424.234375 Penalty: 3760.027100
	Iteration 23Q: 3 clusters Score -237424.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -237425.296875 Penalty: 3760.027100
	Iteration 24Q: 3 clusters Score -237425.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -237426.187500 Penalty: 3760.027100
	Iteration 25Q: 3 clusters Score -237426.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -237429.140625 Penalty: 3760.027100
	Iteration 26Q: 3 clusters Score -237429.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -237432.453125 Penalty: 3760.027100
	Iteration 27Q: 3 clusters Score -237432.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -237435.593750 Penalty: 3760.027100
	Iteration 28Q: 3 clusters Score -237435.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -237437.031250 Penalty: 3760.027100
	Iteration 29Q: 3 clusters Score -237437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -237439.562500 Penalty: 3760.027100
	Iteration 30Q: 3 clusters Score -237439.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -237439.562500 Penalty: 3760.027100
	Iteration 31F: 3 clusters Score -237439.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 24801 members 
Mstep: Class 3 contains 22551 members 
Mstep: Class 4 contains 17370 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 202976 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 2603 members 
Mstep: Class 10 contains 378 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 309 members 
Mstep: Class 13 contains 9912 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4822 members 
Mstep: Class 17 contains 114637 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57762344.000000 Penalty: 77624.179688
Iteration 119Q: 25 clusters Score -5.776234e+07 nChanged 10386
Entering Unmasked Mstep 
Mstep: Class 0 contains 235 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 25076 members 
Mstep: Class 3 contains 22095 members 
Mstep: Class 4 contains 17770 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 206504 members 
Mstep: Class 8 contains 2545 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 380 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 308 members 
Mstep: Class 13 contains 9503 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4877 members 
Mstep: Class 17 contains 112558 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1960 members 
Mstep: Class 22 contains 7649 members 
Mstep: Class 23 contains 364 members 
Mstep: Class 24 contains 21683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57770960.000000 Penalty: 77624.179688
Iteration 120F: 25 clusters Score -5.777096e+07 nChanged 7173
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 25189 members 
Mstep: Class 3 contains 21856 members 
Mstep: Class 4 contains 18019 members 
Mstep: Class 5 contains 299 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 208003 members 
Mstep: Class 8 contains 2551 members 
Mstep: Class 9 contains 2771 members 
Mstep: Class 10 contains 380 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 341 members 
Mstep: Class 13 contains 9111 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4917 members 
Mstep: Class 17 contains 110720 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1434 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1960 members 
Mstep: Class 22 contains 8022 members 
Mstep: Class 23 contains 387 members 
Mstep: Class 24 contains 21723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57773104.000000 Penalty: 77624.179688
Iteration 121Q: 25 clusters Score -5.77731e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 25296 members 
Mstep: Class 3 contains 21688 members 
Mstep: Class 4 contains 18245 members 
Mstep: Class 5 contains 299 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 209249 members 
Mstep: Class 8 contains 2537 members 
Mstep: Class 9 contains 2822 members 
Mstep: Class 10 contains 378 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 351 members 
Mstep: Class 13 contains 8820 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4948 members 
Mstep: Class 17 contains 109212 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1962 members 
Mstep: Class 22 contains 8251 members 
Mstep: Class 23 contains 377 members 
Mstep: Class 24 contains 21741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57773352.000000 Penalty: 77624.179688
Iteration 122Q: 25 clusters Score -5.777335e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 25367 members 
Mstep: Class 3 contains 21589 members 
Mstep: Class 4 contains 18430 members 
Mstep: Class 5 contains 299 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 210298 members 
Mstep: Class 8 contains 2521 members 
Mstep: Class 9 contains 2874 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 357 members 
Mstep: Class 13 contains 8578 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4956 members 
Mstep: Class 17 contains 107965 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1961 members 
Mstep: Class 22 contains 8433 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 21750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57773484.000000 Penalty: 77624.179688
Iteration 123Q: 25 clusters Score -5.777348e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 25423 members 
Mstep: Class 3 contains 21517 members 
Mstep: Class 4 contains 18574 members 
Mstep: Class 5 contains 299 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 211106 members 
Mstep: Class 8 contains 2509 members 
Mstep: Class 9 contains 2904 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8405 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4956 members 
Mstep: Class 17 contains 106989 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1431 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1961 members 
Mstep: Class 22 contains 8568 members 
Mstep: Class 23 contains 365 members 
Mstep: Class 24 contains 21757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57773576.000000 Penalty: 77624.179688
Iteration 124Q: 25 clusters Score -5.777358e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 25471 members 
Mstep: Class 3 contains 21473 members 
Mstep: Class 4 contains 18725 members 
Mstep: Class 5 contains 299 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 211726 members 
Mstep: Class 8 contains 2491 members 
Mstep: Class 9 contains 2932 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 8257 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4966 members 
Mstep: Class 17 contains 106188 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1431 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1959 members 
Mstep: Class 22 contains 8679 members 
Mstep: Class 23 contains 363 members 
Mstep: Class 24 contains 21761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57773472.000000 Penalty: 77624.179688
Iteration 125Q: 25 clusters Score -5.777347e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 25515 members 
Mstep: Class 3 contains 21440 members 
Mstep: Class 4 contains 18870 members 
Mstep: Class 5 contains 297 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212128 members 
Mstep: Class 8 contains 2479 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 365 members 
Mstep: Class 13 contains 8156 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4975 members 
Mstep: Class 17 contains 105551 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1957 members 
Mstep: Class 22 contains 8793 members 
Mstep: Class 23 contains 362 members 
Mstep: Class 24 contains 21775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57773556.000000 Penalty: 77624.179688
Iteration 126Q: 25 clusters Score -5.777356e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 25548 members 
Mstep: Class 3 contains 21430 members 
Mstep: Class 4 contains 18998 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212383 members 
Mstep: Class 8 contains 2460 members 
Mstep: Class 9 contains 2991 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 8043 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 105093 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1431 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1953 members 
Mstep: Class 22 contains 8907 members 
Mstep: Class 23 contains 363 members 
Mstep: Class 24 contains 21792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57773496.000000 Penalty: 77624.179688
Iteration 127Q: 25 clusters Score -5.77735e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 25587 members 
Mstep: Class 3 contains 21409 members 
Mstep: Class 4 contains 19093 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212610 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 3012 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 7970 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4993 members 
Mstep: Class 17 contains 104698 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 9003 members 
Mstep: Class 23 contains 363 members 
Mstep: Class 24 contains 21804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57773384.000000 Penalty: 77624.179688
Iteration 128Q: 25 clusters Score -5.777338e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 25629 members 
Mstep: Class 3 contains 21397 members 
Mstep: Class 4 contains 19185 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212770 members 
Mstep: Class 8 contains 2422 members 
Mstep: Class 9 contains 3042 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 7904 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4997 members 
Mstep: Class 17 contains 104360 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1952 members 
Mstep: Class 22 contains 9088 members 
Mstep: Class 23 contains 363 members 
Mstep: Class 24 contains 21814 members 
Entering Unmasked Estep 
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Iteration 129Q: 25 clusters Score -5.777332e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 25663 members 
Mstep: Class 3 contains 21395 members 
Mstep: Class 4 contains 19255 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212896 members 
Mstep: Class 8 contains 2407 members 
Mstep: Class 9 contains 3059 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 7861 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5008 members 
Mstep: Class 17 contains 104082 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1950 members 
Mstep: Class 22 contains 9164 members 
Mstep: Class 23 contains 363 members 
Mstep: Class 24 contains 21803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57773432.000000 Penalty: 77624.179688
Iteration 130Q: 25 clusters Score -5.777343e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 25681 members 
Mstep: Class 3 contains 21394 members 
Mstep: Class 4 contains 19326 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212966 members 
Mstep: Class 8 contains 2391 members 
Mstep: Class 9 contains 3074 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 7834 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5015 members 
Mstep: Class 17 contains 103869 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1947 members 
Mstep: Class 22 contains 9237 members 
Mstep: Class 23 contains 363 members 
Mstep: Class 24 contains 21808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57773492.000000 Penalty: 77624.179688
Iteration 131Q: 25 clusters Score -5.777349e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 25692 members 
Mstep: Class 3 contains 21391 members 
Mstep: Class 4 contains 19396 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212985 members 
Mstep: Class 8 contains 2382 members 
Mstep: Class 9 contains 3082 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 7814 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5020 members 
Mstep: Class 17 contains 103703 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1947 members 
Mstep: Class 22 contains 9304 members 
Mstep: Class 23 contains 363 members 
Mstep: Class 24 contains 21807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57773472.000000 Penalty: 77624.179688
Iteration 132Q: 25 clusters Score -5.777347e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 25706 members 
Mstep: Class 3 contains 21382 members 
Mstep: Class 4 contains 19461 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 213023 members 
Mstep: Class 8 contains 2367 members 
Mstep: Class 9 contains 3088 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 7808 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5026 members 
Mstep: Class 17 contains 103544 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1945 members 
Mstep: Class 22 contains 9355 members 
Mstep: Class 23 contains 363 members 
Mstep: Class 24 contains 21807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57773344.000000 Penalty: 77624.179688
Iteration 133Q: 25 clusters Score -5.777334e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 25725 members 
Mstep: Class 3 contains 21379 members 
Mstep: Class 4 contains 19530 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 213006 members 
Mstep: Class 8 contains 2360 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 7804 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5030 members 
Mstep: Class 17 contains 103421 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1942 members 
Mstep: Class 22 contains 9402 members 
Mstep: Class 23 contains 363 members 
Mstep: Class 24 contains 21813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57773352.000000 Penalty: 77624.179688
Iteration 134Q: 25 clusters Score -5.777335e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 25748 members 
Mstep: Class 3 contains 21374 members 
Mstep: Class 4 contains 19583 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 213020 members 
Mstep: Class 8 contains 2355 members 
Mstep: Class 9 contains 3101 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 7792 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5030 members 
Mstep: Class 17 contains 103306 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1940 members 
Mstep: Class 22 contains 9433 members 
Mstep: Class 23 contains 363 members 
Mstep: Class 24 contains 21816 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 135Q: 25 clusters Score -5.777341e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 25768 members 
Mstep: Class 3 contains 21368 members 
Mstep: Class 4 contains 19621 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 213020 members 
Mstep: Class 8 contains 2353 members 
Mstep: Class 9 contains 3109 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 7792 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5034 members 
Mstep: Class 17 contains 103202 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 9466 members 
Mstep: Class 23 contains 363 members 
Mstep: Class 24 contains 21821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57773436.000000 Penalty: 77624.179688
Iteration 136Q: 25 clusters Score -5.777344e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 25786 members 
Mstep: Class 3 contains 21362 members 
Mstep: Class 4 contains 19665 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 213043 members 
Mstep: Class 8 contains 2349 members 
Mstep: Class 9 contains 3117 members 
Mstep: Class 10 contains 378 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 7781 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5035 members 
Mstep: Class 17 contains 103113 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9491 members 
Mstep: Class 23 contains 363 members 
Mstep: Class 24 contains 21813 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 137Q: 25 clusters Score -5.777326e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 25797 members 
Mstep: Class 3 contains 21355 members 
Mstep: Class 4 contains 19705 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 213014 members 
Mstep: Class 8 contains 2347 members 
Mstep: Class 9 contains 3130 members 
Mstep: Class 10 contains 378 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 7766 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5040 members 
Mstep: Class 17 contains 103068 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9519 members 
Mstep: Class 23 contains 363 members 
Mstep: Class 24 contains 21814 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 138Q: 25 clusters Score -5.777325e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 25809 members 
Mstep: Class 3 contains 21355 members 
Mstep: Class 4 contains 19746 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212979 members 
Mstep: Class 8 contains 2346 members 
Mstep: Class 9 contains 3146 members 
Mstep: Class 10 contains 378 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 7758 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5043 members 
Mstep: Class 17 contains 103017 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9545 members 
Mstep: Class 23 contains 363 members 
Mstep: Class 24 contains 21819 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 139Q: 25 clusters Score -5.777321e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 25813 members 
Mstep: Class 3 contains 21354 members 
Mstep: Class 4 contains 19781 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212977 members 
Mstep: Class 8 contains 2343 members 
Mstep: Class 9 contains 3151 members 
Mstep: Class 10 contains 378 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 7755 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5046 members 
Mstep: Class 17 contains 102959 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9562 members 
Mstep: Class 23 contains 363 members 
Mstep: Class 24 contains 21823 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 140F: 25 clusters Score -5.777396e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 25817 members 
Mstep: Class 3 contains 21352 members 
Mstep: Class 4 contains 19806 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212974 members 
Mstep: Class 8 contains 2343 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 378 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 7751 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5047 members 
Mstep: Class 17 contains 102916 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9581 members 
Mstep: Class 23 contains 374 members 
Mstep: Class 24 contains 21820 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 141Q: 25 clusters Score -5.777427e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 25819 members 
Mstep: Class 3 contains 21349 members 
Mstep: Class 4 contains 19819 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212974 members 
Mstep: Class 8 contains 2341 members 
Mstep: Class 9 contains 3160 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 365 members 
Mstep: Class 13 contains 7749 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5047 members 
Mstep: Class 17 contains 102884 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9601 members 
Mstep: Class 23 contains 372 members 
Mstep: Class 24 contains 21818 members 
Entering Unmasked Estep 
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Iteration 142Q: 25 clusters Score -5.777416e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 25826 members 
Mstep: Class 3 contains 21346 members 
Mstep: Class 4 contains 19836 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212969 members 
Mstep: Class 8 contains 2340 members 
Mstep: Class 9 contains 3166 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 13 contains 7745 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5046 members 
Mstep: Class 17 contains 102863 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9609 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 21814 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 143Q: 25 clusters Score -5.777414e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 25832 members 
Mstep: Class 3 contains 21341 members 
Mstep: Class 4 contains 19852 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212961 members 
Mstep: Class 8 contains 2339 members 
Mstep: Class 9 contains 3173 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 7746 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5048 members 
Mstep: Class 17 contains 102839 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9618 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 21809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774144.000000 Penalty: 77624.179688
Iteration 144Q: 25 clusters Score -5.777414e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 25839 members 
Mstep: Class 3 contains 21339 members 
Mstep: Class 4 contains 19867 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212951 members 
Mstep: Class 8 contains 2336 members 
Mstep: Class 9 contains 3174 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 373 members 
Mstep: Class 13 contains 7749 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5050 members 
Mstep: Class 17 contains 102823 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9621 members 
Mstep: Class 23 contains 364 members 
Mstep: Class 24 contains 21807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774236.000000 Penalty: 77624.179688
Iteration 145Q: 25 clusters Score -5.777424e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 25848 members 
Mstep: Class 3 contains 21337 members 
Mstep: Class 4 contains 19877 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212942 members 
Mstep: Class 8 contains 2335 members 
Mstep: Class 9 contains 3176 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 7748 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5052 members 
Mstep: Class 17 contains 102807 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9628 members 
Mstep: Class 23 contains 361 members 
Mstep: Class 24 contains 21805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774204.000000 Penalty: 77624.179688
Iteration 146Q: 25 clusters Score -5.77742e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 25855 members 
Mstep: Class 3 contains 21337 members 
Mstep: Class 4 contains 19883 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212921 members 
Mstep: Class 8 contains 2335 members 
Mstep: Class 9 contains 3180 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 7748 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5052 members 
Mstep: Class 17 contains 102798 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9636 members 
Mstep: Class 23 contains 359 members 
Mstep: Class 24 contains 21806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774240.000000 Penalty: 77624.179688
Iteration 147Q: 25 clusters Score -5.777424e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 25862 members 
Mstep: Class 3 contains 21337 members 
Mstep: Class 4 contains 19893 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212899 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 3183 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7747 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5052 members 
Mstep: Class 17 contains 102791 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9646 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774228.000000 Penalty: 77624.179688
Iteration 148Q: 25 clusters Score -5.777423e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 25865 members 
Mstep: Class 3 contains 21338 members 
Mstep: Class 4 contains 19895 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212880 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 3186 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7747 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5052 members 
Mstep: Class 17 contains 102787 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9661 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774224.000000 Penalty: 77624.179688
Iteration 149Q: 25 clusters Score -5.777422e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 25870 members 
Mstep: Class 3 contains 21337 members 
Mstep: Class 4 contains 19904 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212858 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 3188 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7747 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5052 members 
Mstep: Class 17 contains 102781 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9676 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774204.000000 Penalty: 77624.179688
Iteration 150Q: 25 clusters Score -5.77742e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 25872 members 
Mstep: Class 3 contains 21336 members 
Mstep: Class 4 contains 19915 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212833 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 3189 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7747 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5052 members 
Mstep: Class 17 contains 102779 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9690 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774236.000000 Penalty: 77624.179688
Iteration 151Q: 25 clusters Score -5.777424e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 25872 members 
Mstep: Class 3 contains 21334 members 
Mstep: Class 4 contains 19921 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212821 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 3188 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7749 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5052 members 
Mstep: Class 17 contains 102775 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9696 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774200.000000 Penalty: 77624.179688
Iteration 152Q: 25 clusters Score -5.77742e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 25872 members 
Mstep: Class 3 contains 21332 members 
Mstep: Class 4 contains 19924 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212818 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 3189 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7749 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5052 members 
Mstep: Class 17 contains 102771 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9701 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774176.000000 Penalty: 77624.179688
Iteration 153Q: 25 clusters Score -5.777418e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 25871 members 
Mstep: Class 3 contains 21333 members 
Mstep: Class 4 contains 19927 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212816 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 3191 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7749 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5052 members 
Mstep: Class 17 contains 102764 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9707 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774168.000000 Penalty: 77624.179688
Iteration 154Q: 25 clusters Score -5.777417e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 25871 members 
Mstep: Class 3 contains 21333 members 
Mstep: Class 4 contains 19930 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212811 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 3193 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7749 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5052 members 
Mstep: Class 17 contains 102760 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9713 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774164.000000 Penalty: 77624.179688
Iteration 155Q: 25 clusters Score -5.777416e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 25871 members 
Mstep: Class 3 contains 21332 members 
Mstep: Class 4 contains 19936 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212807 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 3195 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7749 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5052 members 
Mstep: Class 17 contains 102753 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9719 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774192.000000 Penalty: 77624.179688
Iteration 156Q: 25 clusters Score -5.777419e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 25871 members 
Mstep: Class 3 contains 21330 members 
Mstep: Class 4 contains 19940 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212799 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 3196 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7749 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5052 members 
Mstep: Class 17 contains 102751 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9725 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774144.000000 Penalty: 77624.179688
Iteration 157Q: 25 clusters Score -5.777414e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 25871 members 
Mstep: Class 3 contains 21326 members 
Mstep: Class 4 contains 19943 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212790 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 3196 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7749 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5053 members 
Mstep: Class 17 contains 102749 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9735 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774204.000000 Penalty: 77624.179688
Iteration 158Q: 25 clusters Score -5.77742e+07 nChanged 26
Entering ConstructFrom: 
Score: -57774204.000000 Penalty: 77624.179688
Entering ConstructFrom: 
Trying to split cluster 1 (19980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Entering Unmasked Estep 
Score: -2588621.500000 Penalty: 2455.816650
	Iteration 0F: 2 clusters Score -2588622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -2574502.250000 Penalty: 4911.633301
	Iteration 0F: 3 clusters Score -2574502 nChanged 8852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -2579356.250000 Penalty: 4911.633301
	Iteration 1F: 3 clusters Score -2579356 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -2579809.500000 Penalty: 4911.633301
	Iteration 2F: 3 clusters Score -2579810 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -2580309.500000 Penalty: 4911.633301
	Iteration 3F: 3 clusters Score -2580310 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -2580892.250000 Penalty: 4911.633301
	Iteration 4F: 3 clusters Score -2580892 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -2581676.500000 Penalty: 4911.633301
	Iteration 5F: 3 clusters Score -2581676 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -2582694.750000 Penalty: 4911.633301
	Iteration 6F: 3 clusters Score -2582695 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -2583757.750000 Penalty: 4911.633301
	Iteration 7F: 3 clusters Score -2583758 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -2584738.000000 Penalty: 4911.633301
	Iteration 8F: 3 clusters Score -2584738 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -2585496.500000 Penalty: 4911.633301
	Iteration 9Q: 3 clusters Score -2585496 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -2585960.500000 Penalty: 4911.633301
	Iteration 10Q: 3 clusters Score -2585960 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -2586180.250000 Penalty: 4911.633301
	Iteration 11Q: 3 clusters Score -2586180 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -2586280.000000 Penalty: 4911.633301
	Iteration 12Q: 3 clusters Score -2586280 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -2586351.000000 Penalty: 4911.633301
	Iteration 13Q: 3 clusters Score -2586351 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -2586395.750000 Penalty: 4911.633301
	Iteration 14Q: 3 clusters Score -2586396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -2586419.750000 Penalty: 4911.633301
	Iteration 15Q: 3 clusters Score -2586420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -2586440.750000 Penalty: 4911.633301
	Iteration 16Q: 3 clusters Score -2586441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -2586459.250000 Penalty: 4911.633301
	Iteration 17Q: 3 clusters Score -2586459 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -2586486.500000 Penalty: 4911.633301
	Iteration 18Q: 3 clusters Score -2586486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -2586510.500000 Penalty: 4911.633301
	Iteration 19Q: 3 clusters Score -2586510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -2586507.000000 Penalty: 4911.633301
	Iteration 20F: 3 clusters Score -2586507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -2586509.500000 Penalty: 4911.633301
	Iteration 21Q: 3 clusters Score -2586510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -2586509.000000 Penalty: 4911.633301
	Iteration 22Q: 3 clusters Score -2586509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -2586509.000000 Penalty: 4911.633301
	Iteration 23F: 3 clusters Score -2586509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Entering Unmasked Estep 
Score: -3337780.500000 Penalty: 2519.907227
	Iteration 0F: 2 clusters Score -3337780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -3319776.000000 Penalty: 5039.814453
	Iteration 0F: 3 clusters Score -3319776 nChanged 11563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -3326024.000000 Penalty: 5039.814453
	Iteration 1F: 3 clusters Score -3326024 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -3326474.750000 Penalty: 5039.814453
	Iteration 2Q: 3 clusters Score -3326475 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -3326942.000000 Penalty: 5039.814453
	Iteration 3Q: 3 clusters Score -3326942 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -3327524.500000 Penalty: 5039.814453
	Iteration 4Q: 3 clusters Score -3327524 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -3328323.000000 Penalty: 5039.814453
	Iteration 5F: 3 clusters Score -3328323 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -3329364.750000 Penalty: 5039.814453
	Iteration 6F: 3 clusters Score -3329365 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -3330740.750000 Penalty: 5039.814453
	Iteration 7F: 3 clusters Score -3330741 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -3332253.750000 Penalty: 5039.814453
	Iteration 8F: 3 clusters Score -3332254 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -3333481.250000 Penalty: 5039.814453
	Iteration 9Q: 3 clusters Score -3333481 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -3334310.500000 Penalty: 5039.814453
	Iteration 10Q: 3 clusters Score -3334310 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -3334731.500000 Penalty: 5039.814453
	Iteration 11Q: 3 clusters Score -3334732 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -3334993.250000 Penalty: 5039.814453
	Iteration 12Q: 3 clusters Score -3334993 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -3335154.250000 Penalty: 5039.814453
	Iteration 13Q: 3 clusters Score -3335154 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -3335253.750000 Penalty: 5039.814453
	Iteration 14Q: 3 clusters Score -3335254 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -3335309.500000 Penalty: 5039.814453
	Iteration 15Q: 3 clusters Score -3335310 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -3335371.750000 Penalty: 5039.814453
	Iteration 16Q: 3 clusters Score -3335372 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -3335416.500000 Penalty: 5039.814453
	Iteration 17Q: 3 clusters Score -3335416 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -3335460.500000 Penalty: 5039.814453
	Iteration 18Q: 3 clusters Score -3335460 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -3335469.500000 Penalty: 5039.814453
	Iteration 19Q: 3 clusters Score -3335470 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -3335485.750000 Penalty: 5039.814453
	Iteration 20F: 3 clusters Score -3335486 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -3335494.500000 Penalty: 5039.814453
	Iteration 21Q: 3 clusters Score -3335494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -3335504.500000 Penalty: 5039.814453
	Iteration 22Q: 3 clusters Score -3335504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -3335516.500000 Penalty: 5039.814453
	Iteration 23Q: 3 clusters Score -3335516 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -3335527.500000 Penalty: 5039.814453
	Iteration 24Q: 3 clusters Score -3335528 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -3335552.750000 Penalty: 5039.814453
	Iteration 25Q: 3 clusters Score -3335553 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -3335564.750000 Penalty: 5039.814453
	Iteration 26Q: 3 clusters Score -3335565 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -3335573.000000 Penalty: 5039.814453
	Iteration 27Q: 3 clusters Score -3335573 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -3335589.500000 Penalty: 5039.814453
	Iteration 28Q: 3 clusters Score -3335590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -3335602.500000 Penalty: 5039.814453
	Iteration 29Q: 3 clusters Score -3335602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -3335609.250000 Penalty: 5039.814453
	Iteration 30Q: 3 clusters Score -3335609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -3335614.000000 Penalty: 5039.814453
	Iteration 31Q: 3 clusters Score -3335614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -3335616.500000 Penalty: 5039.814453
	Iteration 32Q: 3 clusters Score -3335616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -3335622.500000 Penalty: 5039.814453
	Iteration 33Q: 3 clusters Score -3335622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -3335626.250000 Penalty: 5039.814453
	Iteration 34Q: 3 clusters Score -3335626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -3335624.000000 Penalty: 5039.814453
	Iteration 35Q: 3 clusters Score -3335624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -3335628.000000 Penalty: 5039.814453
	Iteration 36Q: 3 clusters Score -3335628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -3335628.250000 Penalty: 5039.814453
	Iteration 37Q: 3 clusters Score -3335628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -3335627.250000 Penalty: 5039.814453
	Iteration 38Q: 3 clusters Score -3335627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -3335627.250000 Penalty: 5039.814453
	Iteration 39F: 3 clusters Score -3335627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Entering Unmasked Estep 
Score: -2658962.250000 Penalty: 2471.961914
	Iteration 0F: 2 clusters Score -2658962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2643983.250000 Penalty: 4943.923828
	Iteration 0F: 3 clusters Score -2643983 nChanged 9394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2649021.000000 Penalty: 4943.923828
	Iteration 1F: 3 clusters Score -2649021 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2649406.250000 Penalty: 4943.923828
	Iteration 2F: 3 clusters Score -2649406 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -2649694.500000 Penalty: 4943.923828
	Iteration 3Q: 3 clusters Score -2649694 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -2649952.750000 Penalty: 4943.923828
	Iteration 4Q: 3 clusters Score -2649953 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2650163.750000 Penalty: 4943.923828
	Iteration 5Q: 3 clusters Score -2650164 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -2650352.500000 Penalty: 4943.923828
	Iteration 6Q: 3 clusters Score -2650352 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2650565.500000 Penalty: 4943.923828
	Iteration 7Q: 3 clusters Score -2650566 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2650784.500000 Penalty: 4943.923828
	Iteration 8Q: 3 clusters Score -2650784 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2651017.750000 Penalty: 4943.923828
	Iteration 9Q: 3 clusters Score -2651018 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2651270.500000 Penalty: 4943.923828
	Iteration 10Q: 3 clusters Score -2651270 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -2651542.500000 Penalty: 4943.923828
	Iteration 11Q: 3 clusters Score -2651542 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2651819.250000 Penalty: 4943.923828
	Iteration 12Q: 3 clusters Score -2651819 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2652168.750000 Penalty: 4943.923828
	Iteration 13Q: 3 clusters Score -2652169 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -2652499.750000 Penalty: 4943.923828
	Iteration 14Q: 3 clusters Score -2652500 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -2652845.000000 Penalty: 4943.923828
	Iteration 15Q: 3 clusters Score -2652845 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -2653243.250000 Penalty: 4943.923828
	Iteration 16Q: 3 clusters Score -2653243 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -2653657.750000 Penalty: 4943.923828
	Iteration 17Q: 3 clusters Score -2653658 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -2654189.250000 Penalty: 4943.923828
	Iteration 18Q: 3 clusters Score -2654189 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -2654798.750000 Penalty: 4943.923828
	Iteration 19Q: 3 clusters Score -2654799 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -2655320.750000 Penalty: 4943.923828
	Iteration 20F: 3 clusters Score -2655321 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -2655705.500000 Penalty: 4943.923828
	Iteration 21Q: 3 clusters Score -2655706 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -2655945.500000 Penalty: 4943.923828
	Iteration 22Q: 3 clusters Score -2655946 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -2656116.750000 Penalty: 4943.923828
	Iteration 23Q: 3 clusters Score -2656117 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2656261.250000 Penalty: 4943.923828
	Iteration 24Q: 3 clusters Score -2656261 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2656353.000000 Penalty: 4943.923828
	Iteration 25Q: 3 clusters Score -2656353 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2656416.000000 Penalty: 4943.923828
	Iteration 26Q: 3 clusters Score -2656416 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2656489.750000 Penalty: 4943.923828
	Iteration 27Q: 3 clusters Score -2656490 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2656531.250000 Penalty: 4943.923828
	Iteration 28Q: 3 clusters Score -2656531 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2656578.250000 Penalty: 4943.923828
	Iteration 29Q: 3 clusters Score -2656578 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2656622.000000 Penalty: 4943.923828
	Iteration 30Q: 3 clusters Score -2656622 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2656658.250000 Penalty: 4943.923828
	Iteration 31Q: 3 clusters Score -2656658 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2656668.500000 Penalty: 4943.923828
	Iteration 32Q: 3 clusters Score -2656668 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2656687.250000 Penalty: 4943.923828
	Iteration 33Q: 3 clusters Score -2656687 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2656702.500000 Penalty: 4943.923828
	Iteration 34Q: 3 clusters Score -2656702 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2656725.250000 Penalty: 4943.923828
	Iteration 35Q: 3 clusters Score -2656725 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2656737.000000 Penalty: 4943.923828
	Iteration 36Q: 3 clusters Score -2656737 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2656754.000000 Penalty: 4943.923828
	Iteration 37Q: 3 clusters Score -2656754 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2656766.250000 Penalty: 4943.923828
	Iteration 38Q: 3 clusters Score -2656766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2656765.250000 Penalty: 4943.923828
	Iteration 39Q: 3 clusters Score -2656765 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2656775.000000 Penalty: 4943.923828
	Iteration 40F: 3 clusters Score -2656775 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2656778.750000 Penalty: 4943.923828
	Iteration 41Q: 3 clusters Score -2656779 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2656784.500000 Penalty: 4943.923828
	Iteration 42Q: 3 clusters Score -2656784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2656785.250000 Penalty: 4943.923828
	Iteration 43Q: 3 clusters Score -2656785 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2656790.000000 Penalty: 4943.923828
	Iteration 44Q: 3 clusters Score -2656790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2656795.250000 Penalty: 4943.923828
	Iteration 45Q: 3 clusters Score -2656795 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2656797.500000 Penalty: 4943.923828
	Iteration 46Q: 3 clusters Score -2656798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2656806.250000 Penalty: 4943.923828
	Iteration 47Q: 3 clusters Score -2656806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2656815.250000 Penalty: 4943.923828
	Iteration 48Q: 3 clusters Score -2656815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2656816.250000 Penalty: 4943.923828
	Iteration 49Q: 3 clusters Score -2656816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2656819.500000 Penalty: 4943.923828
	Iteration 50Q: 3 clusters Score -2656820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2656816.750000 Penalty: 4943.923828
	Iteration 51Q: 3 clusters Score -2656817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2656822.500000 Penalty: 4943.923828
	Iteration 52Q: 3 clusters Score -2656822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2656821.000000 Penalty: 4943.923828
	Iteration 53Q: 3 clusters Score -2656821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2656826.000000 Penalty: 4943.923828
	Iteration 54Q: 3 clusters Score -2656826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2656830.500000 Penalty: 4943.923828
	Iteration 55Q: 3 clusters Score -2656830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2656831.250000 Penalty: 4943.923828
	Iteration 56Q: 3 clusters Score -2656831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2656838.500000 Penalty: 4943.923828
	Iteration 57Q: 3 clusters Score -2656838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2656839.750000 Penalty: 4943.923828
	Iteration 58Q: 3 clusters Score -2656840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2656841.000000 Penalty: 4943.923828
	Iteration 59Q: 3 clusters Score -2656841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2656845.750000 Penalty: 4943.923828
	Iteration 60F: 3 clusters Score -2656846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2656850.000000 Penalty: 4943.923828
	Iteration 61Q: 3 clusters Score -2656850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2656853.000000 Penalty: 4943.923828
	Iteration 62Q: 3 clusters Score -2656853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2656853.250000 Penalty: 4943.923828
	Iteration 63Q: 3 clusters Score -2656853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2656857.500000 Penalty: 4943.923828
	Iteration 64Q: 3 clusters Score -2656858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2656859.250000 Penalty: 4943.923828
	Iteration 65Q: 3 clusters Score -2656859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2656861.250000 Penalty: 4943.923828
	Iteration 66Q: 3 clusters Score -2656861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2656861.750000 Penalty: 4943.923828
	Iteration 67Q: 3 clusters Score -2656862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2656861.750000 Penalty: 4943.923828
	Iteration 68F: 3 clusters Score -2656862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Entering Unmasked Estep 
Score: -2565319.750000 Penalty: 2455.369385
	Iteration 0F: 2 clusters Score -2565320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2551292.500000 Penalty: 4910.738770
	Iteration 0F: 3 clusters Score -2551292 nChanged 8822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -2556041.250000 Penalty: 4910.738770
	Iteration 1F: 3 clusters Score -2556041 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -2556418.750000 Penalty: 4910.738770
	Iteration 2F: 3 clusters Score -2556419 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -2556702.750000 Penalty: 4910.738770
	Iteration 3Q: 3 clusters Score -2556703 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2556924.500000 Penalty: 4910.738770
	Iteration 4Q: 3 clusters Score -2556924 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -2557061.250000 Penalty: 4910.738770
	Iteration 5Q: 3 clusters Score -2557061 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2557206.250000 Penalty: 4910.738770
	Iteration 6Q: 3 clusters Score -2557206 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -2557314.500000 Penalty: 4910.738770
	Iteration 7Q: 3 clusters Score -2557314 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2557426.500000 Penalty: 4910.738770
	Iteration 8Q: 3 clusters Score -2557426 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -2557537.000000 Penalty: 4910.738770
	Iteration 9Q: 3 clusters Score -2557537 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2557654.500000 Penalty: 4910.738770
	Iteration 10Q: 3 clusters Score -2557654 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -2557807.500000 Penalty: 4910.738770
	Iteration 11Q: 3 clusters Score -2557808 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2557947.750000 Penalty: 4910.738770
	Iteration 12Q: 3 clusters Score -2557948 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2558161.250000 Penalty: 4910.738770
	Iteration 13Q: 3 clusters Score -2558161 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -2558445.000000 Penalty: 4910.738770
	Iteration 14Q: 3 clusters Score -2558445 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -2558790.000000 Penalty: 4910.738770
	Iteration 15Q: 3 clusters Score -2558790 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -2559236.000000 Penalty: 4910.738770
	Iteration 16Q: 3 clusters Score -2559236 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -2559729.500000 Penalty: 4910.738770
	Iteration 17Q: 3 clusters Score -2559730 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -2560160.750000 Penalty: 4910.738770
	Iteration 18Q: 3 clusters Score -2560161 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -2560463.250000 Penalty: 4910.738770
	Iteration 19Q: 3 clusters Score -2560463 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2560673.750000 Penalty: 4910.738770
	Iteration 20F: 3 clusters Score -2560674 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2560846.000000 Penalty: 4910.738770
	Iteration 21Q: 3 clusters Score -2560846 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2561032.250000 Penalty: 4910.738770
	Iteration 22Q: 3 clusters Score -2561032 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -2561247.500000 Penalty: 4910.738770
	Iteration 23Q: 3 clusters Score -2561248 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -2561507.500000 Penalty: 4910.738770
	Iteration 24Q: 3 clusters Score -2561508 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -2561801.500000 Penalty: 4910.738770
	Iteration 25Q: 3 clusters Score -2561802 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -2562094.000000 Penalty: 4910.738770
	Iteration 26Q: 3 clusters Score -2562094 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2562364.250000 Penalty: 4910.738770
	Iteration 27Q: 3 clusters Score -2562364 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2562577.750000 Penalty: 4910.738770
	Iteration 28Q: 3 clusters Score -2562578 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -2562725.750000 Penalty: 4910.738770
	Iteration 29Q: 3 clusters Score -2562726 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -2562867.750000 Penalty: 4910.738770
	Iteration 30Q: 3 clusters Score -2562868 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -2562961.500000 Penalty: 4910.738770
	Iteration 31Q: 3 clusters Score -2562962 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2563034.000000 Penalty: 4910.738770
	Iteration 32Q: 3 clusters Score -2563034 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -2563098.000000 Penalty: 4910.738770
	Iteration 33Q: 3 clusters Score -2563098 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -2563154.750000 Penalty: 4910.738770
	Iteration 34Q: 3 clusters Score -2563155 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -2563218.000000 Penalty: 4910.738770
	Iteration 35Q: 3 clusters Score -2563218 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -2563257.250000 Penalty: 4910.738770
	Iteration 36Q: 3 clusters Score -2563257 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -2563300.250000 Penalty: 4910.738770
	Iteration 37Q: 3 clusters Score -2563300 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -2563342.500000 Penalty: 4910.738770
	Iteration 38Q: 3 clusters Score -2563342 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -2563354.000000 Penalty: 4910.738770
	Iteration 39Q: 3 clusters Score -2563354 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -2563393.500000 Penalty: 4910.738770
	Iteration 40F: 3 clusters Score -2563394 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2563435.250000 Penalty: 4910.738770
	Iteration 41Q: 3 clusters Score -2563435 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -2563463.500000 Penalty: 4910.738770
	Iteration 42Q: 3 clusters Score -2563464 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -2563496.750000 Penalty: 4910.738770
	Iteration 43Q: 3 clusters Score -2563497 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -2563516.250000 Penalty: 4910.738770
	Iteration 44Q: 3 clusters Score -2563516 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2563540.500000 Penalty: 4910.738770
	Iteration 45Q: 3 clusters Score -2563540 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -2563550.500000 Penalty: 4910.738770
	Iteration 46Q: 3 clusters Score -2563550 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -2563552.250000 Penalty: 4910.738770
	Iteration 47Q: 3 clusters Score -2563552 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -2563565.500000 Penalty: 4910.738770
	Iteration 48Q: 3 clusters Score -2563566 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -2563580.250000 Penalty: 4910.738770
	Iteration 49Q: 3 clusters Score -2563580 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2563579.750000 Penalty: 4910.738770
	Iteration 50Q: 3 clusters Score -2563580 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2563595.250000 Penalty: 4910.738770
	Iteration 51Q: 3 clusters Score -2563595 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -2563613.750000 Penalty: 4910.738770
	Iteration 52Q: 3 clusters Score -2563614 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2563627.000000 Penalty: 4910.738770
	Iteration 53Q: 3 clusters Score -2563627 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2563620.500000 Penalty: 4910.738770
	Iteration 54Q: 3 clusters Score -2563620 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -2563634.750000 Penalty: 4910.738770
	Iteration 55Q: 3 clusters Score -2563635 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2563643.000000 Penalty: 4910.738770
	Iteration 56Q: 3 clusters Score -2563643 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -2563649.750000 Penalty: 4910.738770
	Iteration 57Q: 3 clusters Score -2563650 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2563654.750000 Penalty: 4910.738770
	Iteration 58Q: 3 clusters Score -2563655 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -2563655.500000 Penalty: 4910.738770
	Iteration 59Q: 3 clusters Score -2563656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -2563665.000000 Penalty: 4910.738770
	Iteration 60F: 3 clusters Score -2563665 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -2563663.750000 Penalty: 4910.738770
	Iteration 61Q: 3 clusters Score -2563664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2563661.750000 Penalty: 4910.738770
	Iteration 62Q: 3 clusters Score -2563662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2563661.500000 Penalty: 4910.738770
	Iteration 63Q: 3 clusters Score -2563662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -2563660.250000 Penalty: 4910.738770
	Iteration 64Q: 3 clusters Score -2563660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2563654.500000 Penalty: 4910.738770
	Iteration 65Q: 3 clusters Score -2563654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -2563665.000000 Penalty: 4910.738770
	Iteration 66Q: 3 clusters Score -2563665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -2563670.000000 Penalty: 4910.738770
	Iteration 67Q: 3 clusters Score -2563670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -2563672.750000 Penalty: 4910.738770
	Iteration 68Q: 3 clusters Score -2563673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2563672.750000 Penalty: 4910.738770
	Iteration 69Q: 3 clusters Score -2563673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2563674.000000 Penalty: 4910.738770
	Iteration 70Q: 3 clusters Score -2563674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2563681.000000 Penalty: 4910.738770
	Iteration 71Q: 3 clusters Score -2563681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2563681.500000 Penalty: 4910.738770
	Iteration 72Q: 3 clusters Score -2563682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -2563683.500000 Penalty: 4910.738770
	Iteration 73Q: 3 clusters Score -2563684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2563678.750000 Penalty: 4910.738770
	Iteration 74Q: 3 clusters Score -2563679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -2563681.000000 Penalty: 4910.738770
	Iteration 75Q: 3 clusters Score -2563681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -2563686.000000 Penalty: 4910.738770
	Iteration 76Q: 3 clusters Score -2563686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -2563680.250000 Penalty: 4910.738770
	Iteration 77Q: 3 clusters Score -2563680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2563684.250000 Penalty: 4910.738770
	Iteration 78Q: 3 clusters Score -2563684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2563680.000000 Penalty: 4910.738770
	Iteration 79Q: 3 clusters Score -2563680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -2563688.250000 Penalty: 4910.738770
	Iteration 80F: 3 clusters Score -2563688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -2563684.750000 Penalty: 4910.738770
	Iteration 81Q: 3 clusters Score -2563685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -2563686.750000 Penalty: 4910.738770
	Iteration 82Q: 3 clusters Score -2563687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -2563684.500000 Penalty: 4910.738770
	Iteration 83Q: 3 clusters Score -2563684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -2563689.000000 Penalty: 4910.738770
	Iteration 84Q: 3 clusters Score -2563689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2563689.250000 Penalty: 4910.738770
	Iteration 85Q: 3 clusters Score -2563689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -2563689.750000 Penalty: 4910.738770
	Iteration 86Q: 3 clusters Score -2563690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2563689.750000 Penalty: 4910.738770
	Iteration 87Q: 3 clusters Score -2563690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2563689.500000 Penalty: 4910.738770
	Iteration 88Q: 3 clusters Score -2563690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2563688.750000 Penalty: 4910.738770
	Iteration 89Q: 3 clusters Score -2563689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -2563688.750000 Penalty: 4910.738770
	Iteration 90Q: 3 clusters Score -2563689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2563690.000000 Penalty: 4910.738770
	Iteration 91Q: 3 clusters Score -2563690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2563692.250000 Penalty: 4910.738770
	Iteration 92Q: 3 clusters Score -2563692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -2563692.500000 Penalty: 4910.738770
	Iteration 93Q: 3 clusters Score -2563692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -2563694.750000 Penalty: 4910.738770
	Iteration 94Q: 3 clusters Score -2563695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -2563694.750000 Penalty: 4910.738770
	Iteration 95F: 3 clusters Score -2563695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -34397.562500 Penalty: 1412.879150
	Iteration 0F: 2 clusters Score -34397.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -33116.804688 Penalty: 2825.758301
	Iteration 0F: 3 clusters Score -33116.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -33206.488281 Penalty: 2825.758301
	Iteration 1F: 3 clusters Score -33206.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -33225.117188 Penalty: 2825.758301
	Iteration 2Q: 3 clusters Score -33225.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -33237.816406 Penalty: 2825.758301
	Iteration 3Q: 3 clusters Score -33237.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -33244.675781 Penalty: 2825.758301
	Iteration 4Q: 3 clusters Score -33244.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -33246.539062 Penalty: 2825.758301
	Iteration 5Q: 3 clusters Score -33246.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -33246.539062 Penalty: 2825.758301
	Iteration 6F: 3 clusters Score -33246.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Entering Unmasked Estep 
Score: -98934.460938 Penalty: 1692.444702
	Iteration 0F: 2 clusters Score -98934.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -97123.054688 Penalty: 3384.889404
	Iteration 0F: 3 clusters Score -97123.05 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -97490.593750 Penalty: 3384.889404
	Iteration 1F: 3 clusters Score -97490.59 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -97774.234375 Penalty: 3384.889404
	Iteration 2F: 3 clusters Score -97774.23 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -98102.101562 Penalty: 3384.889404
	Iteration 3F: 3 clusters Score -98102.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -98600.992188 Penalty: 3384.889404
	Iteration 4F: 3 clusters Score -98600.99 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -98980.898438 Penalty: 3384.889404
	Iteration 5F: 3 clusters Score -98980.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -99125.796875 Penalty: 3384.889404
	Iteration 6F: 3 clusters Score -99125.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -99214.281250 Penalty: 3384.889404
	Iteration 7Q: 3 clusters Score -99214.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -99275.593750 Penalty: 3384.889404
	Iteration 8Q: 3 clusters Score -99275.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -99335.257812 Penalty: 3384.889404
	Iteration 9Q: 3 clusters Score -99335.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -99392.500000 Penalty: 3384.889404
	Iteration 10Q: 3 clusters Score -99392.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -99420.445312 Penalty: 3384.889404
	Iteration 11Q: 3 clusters Score -99420.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -99441.539062 Penalty: 3384.889404
	Iteration 12Q: 3 clusters Score -99441.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -99470.023438 Penalty: 3384.889404
	Iteration 13Q: 3 clusters Score -99470.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -99488.500000 Penalty: 3384.889404
	Iteration 14Q: 3 clusters Score -99488.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -99495.234375 Penalty: 3384.889404
	Iteration 15Q: 3 clusters Score -99495.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -99504.796875 Penalty: 3384.889404
	Iteration 16Q: 3 clusters Score -99504.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -99507.617188 Penalty: 3384.889404
	Iteration 17Q: 3 clusters Score -99507.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -99514.367188 Penalty: 3384.889404
	Iteration 18Q: 3 clusters Score -99514.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -99526.195312 Penalty: 3384.889404
	Iteration 19Q: 3 clusters Score -99526.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -99535.343750 Penalty: 3384.889404
	Iteration 20F: 3 clusters Score -99535.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -99539.671875 Penalty: 3384.889404
	Iteration 21Q: 3 clusters Score -99539.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -99540.921875 Penalty: 3384.889404
	Iteration 22Q: 3 clusters Score -99540.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -99540.921875 Penalty: 3384.889404
	Iteration 23F: 3 clusters Score -99540.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 25872 members 
Mstep: Class 3 contains 21324 members 
Mstep: Class 4 contains 19944 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 159 members 
Mstep: Class 7 contains 212787 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 3196 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7749 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5055 members 
Mstep: Class 17 contains 102743 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9743 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21806 members 
Mstep: Class 25 contains 761 members 
Entering Unmasked Estep 
Score: -57773284.000000 Penalty: 80858.523438
Splitting cluster 6 changes total score from -57774204.000000 to -57773284.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (212787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212787 members 
Entering Unmasked Estep 
Score: -26879270.000000 Penalty: 3042.475830
	Iteration 0F: 2 clusters Score -2.687927e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106677 members 
Mstep: Class 2 contains 106110 members 
Entering Unmasked Estep 
Score: -26743594.000000 Penalty: 6084.951660
	Iteration 0F: 3 clusters Score -2.674359e+07 nChanged 102406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111927 members 
Mstep: Class 2 contains 100860 members 
Entering Unmasked Estep 
Score: -26803828.000000 Penalty: 6084.951660
	Iteration 1F: 3 clusters Score -2.680383e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115331 members 
Mstep: Class 2 contains 97456 members 
Entering Unmasked Estep 
Score: -26805130.000000 Penalty: 6084.951660
	Iteration 2Q: 3 clusters Score -2.680513e+07 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120571 members 
Mstep: Class 2 contains 92216 members 
Entering Unmasked Estep 
Score: -26807304.000000 Penalty: 6084.951660
	Iteration 3Q: 3 clusters Score -2.68073e+07 nChanged 9098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128355 members 
Mstep: Class 2 contains 84432 members 
Entering Unmasked Estep 
Score: -26810930.000000 Penalty: 6084.951660
	Iteration 4Q: 3 clusters Score -2.681093e+07 nChanged 12039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139800 members 
Mstep: Class 2 contains 72987 members 
Entering Unmasked Estep 
Score: -26817544.000000 Penalty: 6084.951660
	Iteration 5F: 3 clusters Score -2.681754e+07 nChanged 15814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155426 members 
Mstep: Class 2 contains 57361 members 
Entering Unmasked Estep 
Score: -26828616.000000 Penalty: 6084.951660
	Iteration 6F: 3 clusters Score -2.682862e+07 nChanged 19266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174668 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -26845168.000000 Penalty: 6084.951660
	Iteration 7F: 3 clusters Score -2.684517e+07 nChanged 18649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193317 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -26861986.000000 Penalty: 6084.951660
	Iteration 8F: 3 clusters Score -2.686199e+07 nChanged 12491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205806 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -26872154.000000 Penalty: 6084.951660
	Iteration 9F: 3 clusters Score -2.687215e+07 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210958 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -26875222.000000 Penalty: 6084.951660
	Iteration 10Q: 3 clusters Score -2.687522e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212246 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -26876206.000000 Penalty: 6084.951660
	Iteration 11Q: 3 clusters Score -2.687621e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212492 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -26876444.000000 Penalty: 6084.951660
	Iteration 12Q: 3 clusters Score -2.687644e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212552 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -26876556.000000 Penalty: 6084.951660
	Iteration 13Q: 3 clusters Score -2.687656e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212570 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -26876570.000000 Penalty: 6084.951660
	Iteration 14Q: 3 clusters Score -2.687657e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212573 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -26876598.000000 Penalty: 6084.951660
	Iteration 15Q: 3 clusters Score -2.68766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212576 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -26876596.000000 Penalty: 6084.951660
	Iteration 16Q: 3 clusters Score -2.68766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212576 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -26876604.000000 Penalty: 6084.951660
	Iteration 17Q: 3 clusters Score -2.68766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212575 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -26876602.000000 Penalty: 6084.951660
	Iteration 18Q: 3 clusters Score -2.68766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212576 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -26876586.000000 Penalty: 6084.951660
	Iteration 19Q: 3 clusters Score -2.687659e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212576 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -26876586.000000 Penalty: 6084.951660
	Iteration 20F: 3 clusters Score -2.687659e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Entering Unmasked Estep 
Score: -295489.406250 Penalty: 1923.323975
	Iteration 0F: 2 clusters Score -295489.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -292657.312500 Penalty: 3846.647949
	Iteration 0F: 3 clusters Score -292657.3 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -293207.593750 Penalty: 3846.647949
	Iteration 1F: 3 clusters Score -293207.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -293336.000000 Penalty: 3846.647949
	Iteration 2F: 3 clusters Score -293336 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -293396.250000 Penalty: 3846.647949
	Iteration 3Q: 3 clusters Score -293396.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -293437.656250 Penalty: 3846.647949
	Iteration 4Q: 3 clusters Score -293437.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -293468.750000 Penalty: 3846.647949
	Iteration 5Q: 3 clusters Score -293468.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -293490.156250 Penalty: 3846.647949
	Iteration 6Q: 3 clusters Score -293490.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -293506.593750 Penalty: 3846.647949
	Iteration 7Q: 3 clusters Score -293506.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -293521.156250 Penalty: 3846.647949
	Iteration 8Q: 3 clusters Score -293521.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -293530.312500 Penalty: 3846.647949
	Iteration 9Q: 3 clusters Score -293530.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -293541.781250 Penalty: 3846.647949
	Iteration 10Q: 3 clusters Score -293541.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -293548.718750 Penalty: 3846.647949
	Iteration 11Q: 3 clusters Score -293548.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -293555.187500 Penalty: 3846.647949
	Iteration 12Q: 3 clusters Score -293555.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -293557.750000 Penalty: 3846.647949
	Iteration 13Q: 3 clusters Score -293557.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -293559.437500 Penalty: 3846.647949
	Iteration 14Q: 3 clusters Score -293559.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -293559.437500 Penalty: 3846.647949
	Iteration 15F: 3 clusters Score -293559.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Entering Unmasked Estep 
Score: -408020.937500 Penalty: 2001.274536
	Iteration 0F: 2 clusters Score -408020.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -404606.312500 Penalty: 4002.549072
	Iteration 0F: 3 clusters Score -404606.3 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -405299.718750 Penalty: 4002.549072
	Iteration 1F: 3 clusters Score -405299.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -405496.031250 Penalty: 4002.549072
	Iteration 2F: 3 clusters Score -405496 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -405737.656250 Penalty: 4002.549072
	Iteration 3F: 3 clusters Score -405737.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -406075.843750 Penalty: 4002.549072
	Iteration 4F: 3 clusters Score -406075.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -406499.437500 Penalty: 4002.549072
	Iteration 5F: 3 clusters Score -406499.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -406956.593750 Penalty: 4002.549072
	Iteration 6F: 3 clusters Score -406956.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -407295.812500 Penalty: 4002.549072
	Iteration 7F: 3 clusters Score -407295.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -407504.718750 Penalty: 4002.549072
	Iteration 8Q: 3 clusters Score -407504.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -407663.000000 Penalty: 4002.549072
	Iteration 9Q: 3 clusters Score -407663 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -407748.250000 Penalty: 4002.549072
	Iteration 10Q: 3 clusters Score -407748.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -407783.000000 Penalty: 4002.549072
	Iteration 11Q: 3 clusters Score -407783 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -407801.468750 Penalty: 4002.549072
	Iteration 12Q: 3 clusters Score -407801.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -407811.593750 Penalty: 4002.549072
	Iteration 13Q: 3 clusters Score -407811.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -407817.562500 Penalty: 4002.549072
	Iteration 14Q: 3 clusters Score -407817.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -407820.812500 Penalty: 4002.549072
	Iteration 15Q: 3 clusters Score -407820.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -407823.687500 Penalty: 4002.549072
	Iteration 16Q: 3 clusters Score -407823.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -407825.843750 Penalty: 4002.549072
	Iteration 17Q: 3 clusters Score -407825.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -407826.031250 Penalty: 4002.549072
	Iteration 18Q: 3 clusters Score -407826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -407826.031250 Penalty: 4002.549072
	Iteration 19F: 3 clusters Score -407826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -42846.613281 Penalty: 1472.509033
	Iteration 0F: 2 clusters Score -42846.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -41548.355469 Penalty: 2945.018066
	Iteration 0F: 3 clusters Score -41548.36 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -41791.609375 Penalty: 2945.018066
	Iteration 1F: 3 clusters Score -41791.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -41873.050781 Penalty: 2945.018066
	Iteration 2Q: 3 clusters Score -41873.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -41910.496094 Penalty: 2945.018066
	Iteration 3Q: 3 clusters Score -41910.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -41940.542969 Penalty: 2945.018066
	Iteration 4Q: 3 clusters Score -41940.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -41948.812500 Penalty: 2945.018066
	Iteration 5Q: 3 clusters Score -41948.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -41958.656250 Penalty: 2945.018066
	Iteration 6Q: 3 clusters Score -41958.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -41964.070312 Penalty: 2945.018066
	Iteration 7Q: 3 clusters Score -41964.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -41967.539062 Penalty: 2945.018066
	Iteration 8Q: 3 clusters Score -41967.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -41969.558594 Penalty: 2945.018066
	Iteration 9Q: 3 clusters Score -41969.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -41977.449219 Penalty: 2945.018066
	Iteration 10Q: 3 clusters Score -41977.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -41981.769531 Penalty: 2945.018066
	Iteration 11Q: 3 clusters Score -41981.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -41985.765625 Penalty: 2945.018066
	Iteration 12Q: 3 clusters Score -41985.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -41985.765625 Penalty: 2945.018066
	Iteration 13F: 3 clusters Score -41985.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -40534.386719 Penalty: 1478.967651
	Iteration 0F: 2 clusters Score -40534.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -39133.113281 Penalty: 2957.935303
	Iteration 0F: 3 clusters Score -39133.11 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -39388.707031 Penalty: 2957.935303
	Iteration 1F: 3 clusters Score -39388.71 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -39546.574219 Penalty: 2957.935303
	Iteration 2F: 3 clusters Score -39546.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -39612.097656 Penalty: 2957.935303
	Iteration 3Q: 3 clusters Score -39612.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -39661.609375 Penalty: 2957.935303
	Iteration 4Q: 3 clusters Score -39661.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -39697.261719 Penalty: 2957.935303
	Iteration 5Q: 3 clusters Score -39697.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -39743.808594 Penalty: 2957.935303
	Iteration 6Q: 3 clusters Score -39743.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39757.636719 Penalty: 2957.935303
	Iteration 7Q: 3 clusters Score -39757.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -39760.460938 Penalty: 2957.935303
	Iteration 8Q: 3 clusters Score -39760.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -39760.460938 Penalty: 2957.935303
	Iteration 9F: 3 clusters Score -39760.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -38436.828125 Penalty: 1472.509033
	Iteration 0F: 2 clusters Score -38436.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -37079.539062 Penalty: 2945.018066
	Iteration 0F: 3 clusters Score -37079.54 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -37211.367188 Penalty: 2945.018066
	Iteration 1F: 3 clusters Score -37211.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -37227.835938 Penalty: 2945.018066
	Iteration 2Q: 3 clusters Score -37227.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -37235.449219 Penalty: 2945.018066
	Iteration 3Q: 3 clusters Score -37235.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -37238.480469 Penalty: 2945.018066
	Iteration 4Q: 3 clusters Score -37238.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -37238.480469 Penalty: 2945.018066
	Iteration 5F: 3 clusters Score -37238.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Entering Unmasked Estep 
Score: -989948.250000 Penalty: 2220.919189
	Iteration 0F: 2 clusters Score -989948.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -983670.625000 Penalty: 4441.838379
	Iteration 0F: 3 clusters Score -983670.6 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -985276.125000 Penalty: 4441.838379
	Iteration 1F: 3 clusters Score -985276.1 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -985522.312500 Penalty: 4441.838379
	Iteration 2F: 3 clusters Score -985522.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -985698.312500 Penalty: 4441.838379
	Iteration 3F: 3 clusters Score -985698.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -985841.687500 Penalty: 4441.838379
	Iteration 4Q: 3 clusters Score -985841.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -985954.937500 Penalty: 4441.838379
	Iteration 5Q: 3 clusters Score -985954.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -986045.000000 Penalty: 4441.838379
	Iteration 6Q: 3 clusters Score -986045 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -986131.437500 Penalty: 4441.838379
	Iteration 7Q: 3 clusters Score -986131.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -986231.437500 Penalty: 4441.838379
	Iteration 8Q: 3 clusters Score -986231.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -986348.562500 Penalty: 4441.838379
	Iteration 9Q: 3 clusters Score -986348.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -986475.250000 Penalty: 4441.838379
	Iteration 10Q: 3 clusters Score -986475.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -986618.937500 Penalty: 4441.838379
	Iteration 11Q: 3 clusters Score -986618.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -986770.062500 Penalty: 4441.838379
	Iteration 12Q: 3 clusters Score -986770.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -986927.125000 Penalty: 4441.838379
	Iteration 13Q: 3 clusters Score -986927.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -987086.937500 Penalty: 4441.838379
	Iteration 14Q: 3 clusters Score -987086.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -987219.500000 Penalty: 4441.838379
	Iteration 15Q: 3 clusters Score -987219.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -987345.375000 Penalty: 4441.838379
	Iteration 16Q: 3 clusters Score -987345.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -987450.625000 Penalty: 4441.838379
	Iteration 17Q: 3 clusters Score -987450.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -987545.437500 Penalty: 4441.838379
	Iteration 18Q: 3 clusters Score -987545.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -987636.937500 Penalty: 4441.838379
	Iteration 19Q: 3 clusters Score -987636.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -987708.250000 Penalty: 4441.838379
	Iteration 20F: 3 clusters Score -987708.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -987758.812500 Penalty: 4441.838379
	Iteration 21Q: 3 clusters Score -987758.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -987799.687500 Penalty: 4441.838379
	Iteration 22Q: 3 clusters Score -987799.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -987822.187500 Penalty: 4441.838379
	Iteration 23Q: 3 clusters Score -987822.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -987849.187500 Penalty: 4441.838379
	Iteration 24Q: 3 clusters Score -987849.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -987877.625000 Penalty: 4441.838379
	Iteration 25Q: 3 clusters Score -987877.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -987899.312500 Penalty: 4441.838379
	Iteration 26Q: 3 clusters Score -987899.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -987909.625000 Penalty: 4441.838379
	Iteration 27Q: 3 clusters Score -987909.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -987913.312500 Penalty: 4441.838379
	Iteration 28Q: 3 clusters Score -987913.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -987920.687500 Penalty: 4441.838379
	Iteration 29Q: 3 clusters Score -987920.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -987929.625000 Penalty: 4441.838379
	Iteration 30Q: 3 clusters Score -987929.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -987933.187500 Penalty: 4441.838379
	Iteration 31Q: 3 clusters Score -987933.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -987940.062500 Penalty: 4441.838379
	Iteration 32Q: 3 clusters Score -987940.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -987941.437500 Penalty: 4441.838379
	Iteration 33Q: 3 clusters Score -987941.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -987945.750000 Penalty: 4441.838379
	Iteration 34Q: 3 clusters Score -987945.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -987949.750000 Penalty: 4441.838379
	Iteration 35Q: 3 clusters Score -987949.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -987952.187500 Penalty: 4441.838379
	Iteration 36Q: 3 clusters Score -987952.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -987951.812500 Penalty: 4441.838379
	Iteration 37Q: 3 clusters Score -987951.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -987955.625000 Penalty: 4441.838379
	Iteration 38Q: 3 clusters Score -987955.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -987958.375000 Penalty: 4441.838379
	Iteration 39Q: 3 clusters Score -987958.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -987963.625000 Penalty: 4441.838379
	Iteration 40F: 3 clusters Score -987963.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -987967.312500 Penalty: 4441.838379
	Iteration 41Q: 3 clusters Score -987967.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -987969.375000 Penalty: 4441.838379
	Iteration 42Q: 3 clusters Score -987969.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -987971.500000 Penalty: 4441.838379
	Iteration 43Q: 3 clusters Score -987971.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -987971.875000 Penalty: 4441.838379
	Iteration 44Q: 3 clusters Score -987971.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -987971.875000 Penalty: 4441.838379
	Iteration 45F: 3 clusters Score -987971.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -28320.541016 Penalty: 1391.149048
	Iteration 0F: 2 clusters Score -28320.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -27082.285156 Penalty: 2782.298096
	Iteration 0F: 3 clusters Score -27082.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -27236.781250 Penalty: 2782.298096
	Iteration 1F: 3 clusters Score -27236.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27319.791016 Penalty: 2782.298096
	Iteration 2Q: 3 clusters Score -27319.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -27495.107422 Penalty: 2782.298096
	Iteration 3Q: 3 clusters Score -27495.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -27687.558594 Penalty: 2782.298096
	Iteration 4Q: 3 clusters Score -27687.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27710.996094 Penalty: 2782.298096
	Iteration 5Q: 3 clusters Score -27711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27719.753906 Penalty: 2782.298096
	Iteration 6Q: 3 clusters Score -27719.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -27725.847656 Penalty: 2782.298096
	Iteration 7Q: 3 clusters Score -27725.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -27725.847656 Penalty: 2782.298096
	Iteration 8F: 3 clusters Score -27725.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Entering Unmasked Estep 
Score: -161191.828125 Penalty: 1775.504395
	Iteration 0F: 2 clusters Score -161191.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -159012.312500 Penalty: 3551.008789
	Iteration 0F: 3 clusters Score -159012.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -159336.640625 Penalty: 3551.008789
	Iteration 1F: 3 clusters Score -159336.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -159440.343750 Penalty: 3551.008789
	Iteration 2F: 3 clusters Score -159440.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -159489.531250 Penalty: 3551.008789
	Iteration 3Q: 3 clusters Score -159489.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -159512.531250 Penalty: 3551.008789
	Iteration 4Q: 3 clusters Score -159512.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -159528.343750 Penalty: 3551.008789
	Iteration 5Q: 3 clusters Score -159528.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -159539.687500 Penalty: 3551.008789
	Iteration 6Q: 3 clusters Score -159539.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -159552.906250 Penalty: 3551.008789
	Iteration 7Q: 3 clusters Score -159552.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -159556.781250 Penalty: 3551.008789
	Iteration 8Q: 3 clusters Score -159556.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -159561.765625 Penalty: 3551.008789
	Iteration 9Q: 3 clusters Score -159561.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -159563.250000 Penalty: 3551.008789
	Iteration 10Q: 3 clusters Score -159563.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -159565.734375 Penalty: 3551.008789
	Iteration 11Q: 3 clusters Score -159565.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -159566.765625 Penalty: 3551.008789
	Iteration 12Q: 3 clusters Score -159566.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -159568.375000 Penalty: 3551.008789
	Iteration 13Q: 3 clusters Score -159568.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -159569.578125 Penalty: 3551.008789
	Iteration 14Q: 3 clusters Score -159569.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -159570.734375 Penalty: 3551.008789
	Iteration 15Q: 3 clusters Score -159570.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -159570.734375 Penalty: 3551.008789
	Iteration 16F: 3 clusters Score -159570.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Entering Unmasked Estep 
Score: -654698.187500 Penalty: 2114.977051
	Iteration 0F: 2 clusters Score -654698.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -650219.875000 Penalty: 4229.954102
	Iteration 0F: 3 clusters Score -650219.9 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -651243.062500 Penalty: 4229.954102
	Iteration 1F: 3 clusters Score -651243.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -651432.125000 Penalty: 4229.954102
	Iteration 2F: 3 clusters Score -651432.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -651542.500000 Penalty: 4229.954102
	Iteration 3Q: 3 clusters Score -651542.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -651620.750000 Penalty: 4229.954102
	Iteration 4Q: 3 clusters Score -651620.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -651675.187500 Penalty: 4229.954102
	Iteration 5Q: 3 clusters Score -651675.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -651710.562500 Penalty: 4229.954102
	Iteration 6Q: 3 clusters Score -651710.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -651738.937500 Penalty: 4229.954102
	Iteration 7Q: 3 clusters Score -651738.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -651767.437500 Penalty: 4229.954102
	Iteration 8Q: 3 clusters Score -651767.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -651793.062500 Penalty: 4229.954102
	Iteration 9Q: 3 clusters Score -651793.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -651814.250000 Penalty: 4229.954102
	Iteration 10Q: 3 clusters Score -651814.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -651835.125000 Penalty: 4229.954102
	Iteration 11Q: 3 clusters Score -651835.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -651850.812500 Penalty: 4229.954102
	Iteration 12Q: 3 clusters Score -651850.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -651862.375000 Penalty: 4229.954102
	Iteration 13Q: 3 clusters Score -651862.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -651874.687500 Penalty: 4229.954102
	Iteration 14Q: 3 clusters Score -651874.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -651883.187500 Penalty: 4229.954102
	Iteration 15Q: 3 clusters Score -651883.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -651892.625000 Penalty: 4229.954102
	Iteration 16Q: 3 clusters Score -651892.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -651904.312500 Penalty: 4229.954102
	Iteration 17Q: 3 clusters Score -651904.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -651911.937500 Penalty: 4229.954102
	Iteration 18Q: 3 clusters Score -651911.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -651917.250000 Penalty: 4229.954102
	Iteration 19Q: 3 clusters Score -651917.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -651918.750000 Penalty: 4229.954102
	Iteration 20F: 3 clusters Score -651918.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -651924.312500 Penalty: 4229.954102
	Iteration 21Q: 3 clusters Score -651924.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -651928.750000 Penalty: 4229.954102
	Iteration 22Q: 3 clusters Score -651928.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -651933.187500 Penalty: 4229.954102
	Iteration 23Q: 3 clusters Score -651933.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -651939.062500 Penalty: 4229.954102
	Iteration 24Q: 3 clusters Score -651939.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -651943.625000 Penalty: 4229.954102
	Iteration 25Q: 3 clusters Score -651943.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -651952.375000 Penalty: 4229.954102
	Iteration 26Q: 3 clusters Score -651952.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -651961.937500 Penalty: 4229.954102
	Iteration 27Q: 3 clusters Score -651961.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -651969.062500 Penalty: 4229.954102
	Iteration 28Q: 3 clusters Score -651969.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -651976.250000 Penalty: 4229.954102
	Iteration 29Q: 3 clusters Score -651976.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -651980.000000 Penalty: 4229.954102
	Iteration 30Q: 3 clusters Score -651980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -651981.562500 Penalty: 4229.954102
	Iteration 31Q: 3 clusters Score -651981.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -651984.937500 Penalty: 4229.954102
	Iteration 32Q: 3 clusters Score -651984.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -651987.250000 Penalty: 4229.954102
	Iteration 33Q: 3 clusters Score -651987.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -651989.062500 Penalty: 4229.954102
	Iteration 34Q: 3 clusters Score -651989.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -651989.437500 Penalty: 4229.954102
	Iteration 35Q: 3 clusters Score -651989.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -651992.000000 Penalty: 4229.954102
	Iteration 36Q: 3 clusters Score -651992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -651995.500000 Penalty: 4229.954102
	Iteration 37Q: 3 clusters Score -651995.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -652001.000000 Penalty: 4229.954102
	Iteration 38Q: 3 clusters Score -652001 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -652005.312500 Penalty: 4229.954102
	Iteration 39Q: 3 clusters Score -652005.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -652008.312500 Penalty: 4229.954102
	Iteration 40F: 3 clusters Score -652008.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -652009.500000 Penalty: 4229.954102
	Iteration 41Q: 3 clusters Score -652009.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -652014.812500 Penalty: 4229.954102
	Iteration 42Q: 3 clusters Score -652014.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -652016.937500 Penalty: 4229.954102
	Iteration 43Q: 3 clusters Score -652016.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -652020.687500 Penalty: 4229.954102
	Iteration 44Q: 3 clusters Score -652020.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -652022.000000 Penalty: 4229.954102
	Iteration 45Q: 3 clusters Score -652022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -652026.750000 Penalty: 4229.954102
	Iteration 46Q: 3 clusters Score -652026.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -652030.000000 Penalty: 4229.954102
	Iteration 47Q: 3 clusters Score -652030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -652033.062500 Penalty: 4229.954102
	Iteration 48Q: 3 clusters Score -652033.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -652036.500000 Penalty: 4229.954102
	Iteration 49Q: 3 clusters Score -652036.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -652038.625000 Penalty: 4229.954102
	Iteration 50Q: 3 clusters Score -652038.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -652041.187500 Penalty: 4229.954102
	Iteration 51Q: 3 clusters Score -652041.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -652041.687500 Penalty: 4229.954102
	Iteration 52Q: 3 clusters Score -652041.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -652043.125000 Penalty: 4229.954102
	Iteration 53Q: 3 clusters Score -652043.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -652048.250000 Penalty: 4229.954102
	Iteration 54Q: 3 clusters Score -652048.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -652052.937500 Penalty: 4229.954102
	Iteration 55Q: 3 clusters Score -652052.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -652058.687500 Penalty: 4229.954102
	Iteration 56Q: 3 clusters Score -652058.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -652065.250000 Penalty: 4229.954102
	Iteration 57Q: 3 clusters Score -652065.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -652072.500000 Penalty: 4229.954102
	Iteration 58Q: 3 clusters Score -652072.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -652078.937500 Penalty: 4229.954102
	Iteration 59Q: 3 clusters Score -652078.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -652084.937500 Penalty: 4229.954102
	Iteration 60F: 3 clusters Score -652084.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -652093.375000 Penalty: 4229.954102
	Iteration 61Q: 3 clusters Score -652093.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -652104.937500 Penalty: 4229.954102
	Iteration 62Q: 3 clusters Score -652104.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -652119.437500 Penalty: 4229.954102
	Iteration 63Q: 3 clusters Score -652119.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -652136.187500 Penalty: 4229.954102
	Iteration 64Q: 3 clusters Score -652136.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -652149.062500 Penalty: 4229.954102
	Iteration 65Q: 3 clusters Score -652149.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -652167.375000 Penalty: 4229.954102
	Iteration 66Q: 3 clusters Score -652167.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -652189.562500 Penalty: 4229.954102
	Iteration 67Q: 3 clusters Score -652189.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -652211.687500 Penalty: 4229.954102
	Iteration 68Q: 3 clusters Score -652211.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -652237.062500 Penalty: 4229.954102
	Iteration 69Q: 3 clusters Score -652237.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -652265.312500 Penalty: 4229.954102
	Iteration 70Q: 3 clusters Score -652265.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -652294.250000 Penalty: 4229.954102
	Iteration 71Q: 3 clusters Score -652294.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -652323.750000 Penalty: 4229.954102
	Iteration 72Q: 3 clusters Score -652323.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -652362.250000 Penalty: 4229.954102
	Iteration 73Q: 3 clusters Score -652362.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -652398.687500 Penalty: 4229.954102
	Iteration 74Q: 3 clusters Score -652398.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -652442.750000 Penalty: 4229.954102
	Iteration 75Q: 3 clusters Score -652442.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -652480.250000 Penalty: 4229.954102
	Iteration 76Q: 3 clusters Score -652480.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -652513.437500 Penalty: 4229.954102
	Iteration 77Q: 3 clusters Score -652513.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -652541.562500 Penalty: 4229.954102
	Iteration 78Q: 3 clusters Score -652541.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -652562.812500 Penalty: 4229.954102
	Iteration 79Q: 3 clusters Score -652562.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -652591.000000 Penalty: 4229.954102
	Iteration 80F: 3 clusters Score -652591 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -652616.062500 Penalty: 4229.954102
	Iteration 81Q: 3 clusters Score -652616.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -652637.750000 Penalty: 4229.954102
	Iteration 82Q: 3 clusters Score -652637.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -652652.687500 Penalty: 4229.954102
	Iteration 83Q: 3 clusters Score -652652.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -652665.250000 Penalty: 4229.954102
	Iteration 84Q: 3 clusters Score -652665.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -652671.062500 Penalty: 4229.954102
	Iteration 85Q: 3 clusters Score -652671.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -652678.687500 Penalty: 4229.954102
	Iteration 86Q: 3 clusters Score -652678.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -652684.125000 Penalty: 4229.954102
	Iteration 87Q: 3 clusters Score -652684.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -652685.562500 Penalty: 4229.954102
	Iteration 88Q: 3 clusters Score -652685.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -652690.937500 Penalty: 4229.954102
	Iteration 89Q: 3 clusters Score -652690.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -652697.187500 Penalty: 4229.954102
	Iteration 90Q: 3 clusters Score -652697.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -652707.250000 Penalty: 4229.954102
	Iteration 91Q: 3 clusters Score -652707.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -652718.062500 Penalty: 4229.954102
	Iteration 92Q: 3 clusters Score -652718.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -652729.375000 Penalty: 4229.954102
	Iteration 93Q: 3 clusters Score -652729.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -652736.375000 Penalty: 4229.954102
	Iteration 94Q: 3 clusters Score -652736.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -652742.687500 Penalty: 4229.954102
	Iteration 95Q: 3 clusters Score -652742.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -652749.250000 Penalty: 4229.954102
	Iteration 96Q: 3 clusters Score -652749.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -652753.000000 Penalty: 4229.954102
	Iteration 97Q: 3 clusters Score -652753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -652757.187500 Penalty: 4229.954102
	Iteration 98Q: 3 clusters Score -652757.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -652764.187500 Penalty: 4229.954102
	Iteration 99Q: 3 clusters Score -652764.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -652770.937500 Penalty: 4229.954102
	Iteration 100F: 3 clusters Score -652770.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -652774.312500 Penalty: 4229.954102
	Iteration 101Q: 3 clusters Score -652774.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -652775.625000 Penalty: 4229.954102
	Iteration 102Q: 3 clusters Score -652775.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -652778.437500 Penalty: 4229.954102
	Iteration 103Q: 3 clusters Score -652778.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -652784.687500 Penalty: 4229.954102
	Iteration 104Q: 3 clusters Score -652784.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -652790.187500 Penalty: 4229.954102
	Iteration 105Q: 3 clusters Score -652790.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -652793.062500 Penalty: 4229.954102
	Iteration 106Q: 3 clusters Score -652793.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -652796.187500 Penalty: 4229.954102
	Iteration 107Q: 3 clusters Score -652796.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -652796.687500 Penalty: 4229.954102
	Iteration 108Q: 3 clusters Score -652796.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -652799.125000 Penalty: 4229.954102
	Iteration 109Q: 3 clusters Score -652799.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -652806.687500 Penalty: 4229.954102
	Iteration 110Q: 3 clusters Score -652806.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -652813.750000 Penalty: 4229.954102
	Iteration 111Q: 3 clusters Score -652813.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -652818.500000 Penalty: 4229.954102
	Iteration 112Q: 3 clusters Score -652818.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -652823.562500 Penalty: 4229.954102
	Iteration 113Q: 3 clusters Score -652823.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -652833.062500 Penalty: 4229.954102
	Iteration 114Q: 3 clusters Score -652833.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -652842.187500 Penalty: 4229.954102
	Iteration 115Q: 3 clusters Score -652842.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -652850.437500 Penalty: 4229.954102
	Iteration 116Q: 3 clusters Score -652850.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -652854.500000 Penalty: 4229.954102
	Iteration 117Q: 3 clusters Score -652854.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -652859.000000 Penalty: 4229.954102
	Iteration 118Q: 3 clusters Score -652859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -652860.500000 Penalty: 4229.954102
	Iteration 119Q: 3 clusters Score -652860.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -652859.437500 Penalty: 4229.954102
	Iteration 120F: 3 clusters Score -652859.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (102743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102743 members 
Entering Unmasked Estep 
Score: -13188751.000000 Penalty: 2861.916504
	Iteration 0F: 2 clusters Score -1.318875e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51274 members 
Mstep: Class 2 contains 51469 members 
Entering Unmasked Estep 
Score: -13120309.000000 Penalty: 5723.833008
	Iteration 0F: 3 clusters Score -1.312031e+07 nChanged 48334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49318 members 
Mstep: Class 2 contains 53425 members 
Entering Unmasked Estep 
Score: -13147398.000000 Penalty: 5723.833008
	Iteration 1F: 3 clusters Score -1.31474e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48076 members 
Mstep: Class 2 contains 54667 members 
Entering Unmasked Estep 
Score: -13147934.000000 Penalty: 5723.833008
	Iteration 2Q: 3 clusters Score -1.314793e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 56577 members 
Entering Unmasked Estep 
Score: -13148628.000000 Penalty: 5723.833008
	Iteration 3Q: 3 clusters Score -1.314863e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 59425 members 
Entering Unmasked Estep 
Score: -13149656.000000 Penalty: 5723.833008
	Iteration 4Q: 3 clusters Score -1.314966e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 63583 members 
Entering Unmasked Estep 
Score: -13151359.000000 Penalty: 5723.833008
	Iteration 5Q: 3 clusters Score -1.315136e+07 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 69544 members 
Entering Unmasked Estep 
Score: -13154743.000000 Penalty: 5723.833008
	Iteration 6F: 3 clusters Score -1.315474e+07 nChanged 8265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 77781 members 
Entering Unmasked Estep 
Score: -13161007.000000 Penalty: 5723.833008
	Iteration 7F: 3 clusters Score -1.316101e+07 nChanged 9751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 87528 members 
Entering Unmasked Estep 
Score: -13170376.000000 Penalty: 5723.833008
	Iteration 8F: 3 clusters Score -1.317038e+07 nChanged 8519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 96047 members 
Entering Unmasked Estep 
Score: -13179562.000000 Penalty: 5723.833008
	Iteration 9F: 3 clusters Score -1.317956e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 100604 members 
Entering Unmasked Estep 
Score: -13184153.000000 Penalty: 5723.833008
	Iteration 10Q: 3 clusters Score -1.318415e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 102060 members 
Entering Unmasked Estep 
Score: -13185678.000000 Penalty: 5723.833008
	Iteration 11Q: 3 clusters Score -1.318568e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 102391 members 
Entering Unmasked Estep 
Score: -13186045.000000 Penalty: 5723.833008
	Iteration 12Q: 3 clusters Score -1.318604e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 102459 members 
Entering Unmasked Estep 
Score: -13186183.000000 Penalty: 5723.833008
	Iteration 13Q: 3 clusters Score -1.318618e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 102488 members 
Entering Unmasked Estep 
Score: -13186243.000000 Penalty: 5723.833008
	Iteration 14Q: 3 clusters Score -1.318624e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 102500 members 
Entering Unmasked Estep 
Score: -13186277.000000 Penalty: 5723.833008
	Iteration 15Q: 3 clusters Score -1.318628e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 102509 members 
Entering Unmasked Estep 
Score: -13186287.000000 Penalty: 5723.833008
	Iteration 16Q: 3 clusters Score -1.318629e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 102515 members 
Entering Unmasked Estep 
Score: -13186310.000000 Penalty: 5723.833008
	Iteration 17Q: 3 clusters Score -1.318631e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 102515 members 
Entering Unmasked Estep 
Score: -13186328.000000 Penalty: 5723.833008
	Iteration 18Q: 3 clusters Score -1.318633e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 102518 members 
Entering Unmasked Estep 
Score: -13186340.000000 Penalty: 5723.833008
	Iteration 19Q: 3 clusters Score -1.318634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 102517 members 
Entering Unmasked Estep 
Score: -13186342.000000 Penalty: 5723.833008
	Iteration 20F: 3 clusters Score -1.318634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 102518 members 
Entering Unmasked Estep 
Score: -13186342.000000 Penalty: 5723.833008
	Iteration 21Q: 3 clusters Score -1.318634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 102521 members 
Entering Unmasked Estep 
Score: -13186351.000000 Penalty: 5723.833008
	Iteration 22Q: 3 clusters Score -1.318635e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 102529 members 
Entering Unmasked Estep 
Score: -13186359.000000 Penalty: 5723.833008
	Iteration 23Q: 3 clusters Score -1.318636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 102532 members 
Entering Unmasked Estep 
Score: -13186368.000000 Penalty: 5723.833008
	Iteration 24Q: 3 clusters Score -1.318637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 102533 members 
Entering Unmasked Estep 
Score: -13186373.000000 Penalty: 5723.833008
	Iteration 25Q: 3 clusters Score -1.318637e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 102533 members 
Entering Unmasked Estep 
Score: -13186373.000000 Penalty: 5723.833008
	Iteration 26F: 3 clusters Score -1.318637e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -53158.664062 Penalty: 1542.212891
	Iteration 0F: 2 clusters Score -53158.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -51674.945312 Penalty: 3084.425781
	Iteration 0F: 3 clusters Score -51674.95 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -51929.105469 Penalty: 3084.425781
	Iteration 1F: 3 clusters Score -51929.11 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -52063.730469 Penalty: 3084.425781
	Iteration 2F: 3 clusters Score -52063.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -52218.761719 Penalty: 3084.425781
	Iteration 3F: 3 clusters Score -52218.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -52305.570312 Penalty: 3084.425781
	Iteration 4Q: 3 clusters Score -52305.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -52361.750000 Penalty: 3084.425781
	Iteration 5Q: 3 clusters Score -52361.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -52424.339844 Penalty: 3084.425781
	Iteration 6Q: 3 clusters Score -52424.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -52472.089844 Penalty: 3084.425781
	Iteration 7Q: 3 clusters Score -52472.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -52524.648438 Penalty: 3084.425781
	Iteration 8Q: 3 clusters Score -52524.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -52557.539062 Penalty: 3084.425781
	Iteration 9Q: 3 clusters Score -52557.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -52602.769531 Penalty: 3084.425781
	Iteration 10Q: 3 clusters Score -52602.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -52678.828125 Penalty: 3084.425781
	Iteration 11Q: 3 clusters Score -52678.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -52719.324219 Penalty: 3084.425781
	Iteration 12Q: 3 clusters Score -52719.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -52723.207031 Penalty: 3084.425781
	Iteration 13Q: 3 clusters Score -52723.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -52723.207031 Penalty: 3084.425781
	Iteration 14F: 3 clusters Score -52723.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Entering Unmasked Estep 
Score: -179697.515625 Penalty: 1801.826538
	Iteration 0F: 2 clusters Score -179697.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -177455.578125 Penalty: 3603.653076
	Iteration 0F: 3 clusters Score -177455.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -177877.375000 Penalty: 3603.653076
	Iteration 1F: 3 clusters Score -177877.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -177982.296875 Penalty: 3603.653076
	Iteration 2F: 3 clusters Score -177982.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -178045.218750 Penalty: 3603.653076
	Iteration 3Q: 3 clusters Score -178045.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -178095.734375 Penalty: 3603.653076
	Iteration 4Q: 3 clusters Score -178095.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -178162.296875 Penalty: 3603.653076
	Iteration 5Q: 3 clusters Score -178162.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -178239.890625 Penalty: 3603.653076
	Iteration 6Q: 3 clusters Score -178239.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -178300.062500 Penalty: 3603.653076
	Iteration 7Q: 3 clusters Score -178300.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -178348.937500 Penalty: 3603.653076
	Iteration 8Q: 3 clusters Score -178348.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -178400.328125 Penalty: 3603.653076
	Iteration 9Q: 3 clusters Score -178400.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -178449.859375 Penalty: 3603.653076
	Iteration 10Q: 3 clusters Score -178449.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -178489.578125 Penalty: 3603.653076
	Iteration 11Q: 3 clusters Score -178489.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -178529.625000 Penalty: 3603.653076
	Iteration 12Q: 3 clusters Score -178529.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -178568.984375 Penalty: 3603.653076
	Iteration 13Q: 3 clusters Score -178569 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -178595.062500 Penalty: 3603.653076
	Iteration 14Q: 3 clusters Score -178595.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -178610.031250 Penalty: 3603.653076
	Iteration 15Q: 3 clusters Score -178610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -178629.859375 Penalty: 3603.653076
	Iteration 16Q: 3 clusters Score -178629.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -178644.281250 Penalty: 3603.653076
	Iteration 17Q: 3 clusters Score -178644.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -178659.218750 Penalty: 3603.653076
	Iteration 18Q: 3 clusters Score -178659.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -178663.875000 Penalty: 3603.653076
	Iteration 19Q: 3 clusters Score -178663.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -178664.781250 Penalty: 3603.653076
	Iteration 20F: 3 clusters Score -178664.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -178665.734375 Penalty: 3603.653076
	Iteration 21Q: 3 clusters Score -178665.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -178666.578125 Penalty: 3603.653076
	Iteration 22Q: 3 clusters Score -178666.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -178668.125000 Penalty: 3603.653076
	Iteration 23Q: 3 clusters Score -178668.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -178668.437500 Penalty: 3603.653076
	Iteration 24Q: 3 clusters Score -178668.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -178670.718750 Penalty: 3603.653076
	Iteration 25Q: 3 clusters Score -178670.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -178670.718750 Penalty: 3603.653076
	Iteration 26F: 3 clusters Score -178670.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -45767.648438 Penalty: 1485.262329
	Iteration 0F: 2 clusters Score -45767.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -44332.070312 Penalty: 2970.524658
	Iteration 0F: 3 clusters Score -44332.07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -44464.289062 Penalty: 2970.524658
	Iteration 1F: 3 clusters Score -44464.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -44482.351562 Penalty: 2970.524658
	Iteration 2Q: 3 clusters Score -44482.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -44496.125000 Penalty: 2970.524658
	Iteration 3Q: 3 clusters Score -44496.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -44503.597656 Penalty: 2970.524658
	Iteration 4Q: 3 clusters Score -44503.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -44507.507812 Penalty: 2970.524658
	Iteration 5Q: 3 clusters Score -44507.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -44514.078125 Penalty: 2970.524658
	Iteration 6Q: 3 clusters Score -44514.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -44514.078125 Penalty: 2970.524658
	Iteration 7F: 3 clusters Score -44514.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Entering Unmasked Estep 
Score: -236374.890625 Penalty: 1877.086182
	Iteration 0F: 2 clusters Score -236374.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -233815.593750 Penalty: 3754.172363
	Iteration 0F: 3 clusters Score -233815.6 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -234267.093750 Penalty: 3754.172363
	Iteration 1F: 3 clusters Score -234267.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -234369.812500 Penalty: 3754.172363
	Iteration 2F: 3 clusters Score -234369.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -234446.375000 Penalty: 3754.172363
	Iteration 3Q: 3 clusters Score -234446.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -234488.437500 Penalty: 3754.172363
	Iteration 4Q: 3 clusters Score -234488.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -234515.359375 Penalty: 3754.172363
	Iteration 5Q: 3 clusters Score -234515.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -234530.921875 Penalty: 3754.172363
	Iteration 6Q: 3 clusters Score -234530.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -234543.750000 Penalty: 3754.172363
	Iteration 7Q: 3 clusters Score -234543.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -234551.281250 Penalty: 3754.172363
	Iteration 8Q: 3 clusters Score -234551.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -234557.156250 Penalty: 3754.172363
	Iteration 9Q: 3 clusters Score -234557.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -234560.906250 Penalty: 3754.172363
	Iteration 10Q: 3 clusters Score -234560.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -234562.031250 Penalty: 3754.172363
	Iteration 11Q: 3 clusters Score -234562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -234562.875000 Penalty: 3754.172363
	Iteration 12Q: 3 clusters Score -234562.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -234563.671875 Penalty: 3754.172363
	Iteration 13Q: 3 clusters Score -234563.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -234565.140625 Penalty: 3754.172363
	Iteration 14Q: 3 clusters Score -234565.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -234566.187500 Penalty: 3754.172363
	Iteration 15Q: 3 clusters Score -234566.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -234568.000000 Penalty: 3754.172363
	Iteration 16Q: 3 clusters Score -234568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -234568.765625 Penalty: 3754.172363
	Iteration 17Q: 3 clusters Score -234568.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -234569.562500 Penalty: 3754.172363
	Iteration 18Q: 3 clusters Score -234569.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -234571.390625 Penalty: 3754.172363
	Iteration 19Q: 3 clusters Score -234571.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -234573.984375 Penalty: 3754.172363
	Iteration 20F: 3 clusters Score -234574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -234579.359375 Penalty: 3754.172363
	Iteration 21Q: 3 clusters Score -234579.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -234580.796875 Penalty: 3754.172363
	Iteration 22Q: 3 clusters Score -234580.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -234582.000000 Penalty: 3754.172363
	Iteration 23Q: 3 clusters Score -234582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -234582.000000 Penalty: 3754.172363
	Iteration 24F: 3 clusters Score -234582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Entering Unmasked Estep 
Score: -1258862.125000 Penalty: 2277.707520
	Iteration 0F: 2 clusters Score -1258862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1251373.750000 Penalty: 4555.415039
	Iteration 0F: 3 clusters Score -1251374 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1253560.875000 Penalty: 4555.415039
	Iteration 1F: 3 clusters Score -1253561 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1253811.625000 Penalty: 4555.415039
	Iteration 2F: 3 clusters Score -1253812 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1254007.375000 Penalty: 4555.415039
	Iteration 3Q: 3 clusters Score -1254007 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1254182.375000 Penalty: 4555.415039
	Iteration 4Q: 3 clusters Score -1254182 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1254322.125000 Penalty: 4555.415039
	Iteration 5Q: 3 clusters Score -1254322 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1254453.125000 Penalty: 4555.415039
	Iteration 6Q: 3 clusters Score -1254453 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1254591.250000 Penalty: 4555.415039
	Iteration 7Q: 3 clusters Score -1254591 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1254717.000000 Penalty: 4555.415039
	Iteration 8Q: 3 clusters Score -1254717 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1254875.500000 Penalty: 4555.415039
	Iteration 9Q: 3 clusters Score -1254876 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1255021.875000 Penalty: 4555.415039
	Iteration 10Q: 3 clusters Score -1255022 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1255184.625000 Penalty: 4555.415039
	Iteration 11Q: 3 clusters Score -1255185 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1255342.750000 Penalty: 4555.415039
	Iteration 12Q: 3 clusters Score -1255343 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1255523.250000 Penalty: 4555.415039
	Iteration 13Q: 3 clusters Score -1255523 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1255724.000000 Penalty: 4555.415039
	Iteration 14Q: 3 clusters Score -1255724 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1255938.125000 Penalty: 4555.415039
	Iteration 15Q: 3 clusters Score -1255938 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1256154.875000 Penalty: 4555.415039
	Iteration 16Q: 3 clusters Score -1256155 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1256339.125000 Penalty: 4555.415039
	Iteration 17Q: 3 clusters Score -1256339 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1256523.500000 Penalty: 4555.415039
	Iteration 18Q: 3 clusters Score -1256524 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1256725.125000 Penalty: 4555.415039
	Iteration 19Q: 3 clusters Score -1256725 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1256909.125000 Penalty: 4555.415039
	Iteration 20F: 3 clusters Score -1256909 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1257027.625000 Penalty: 4555.415039
	Iteration 21Q: 3 clusters Score -1257028 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1257105.875000 Penalty: 4555.415039
	Iteration 22Q: 3 clusters Score -1257106 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1257164.125000 Penalty: 4555.415039
	Iteration 23Q: 3 clusters Score -1257164 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1257209.875000 Penalty: 4555.415039
	Iteration 24Q: 3 clusters Score -1257210 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1257250.000000 Penalty: 4555.415039
	Iteration 25Q: 3 clusters Score -1257250 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1257303.625000 Penalty: 4555.415039
	Iteration 26Q: 3 clusters Score -1257304 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1257366.750000 Penalty: 4555.415039
	Iteration 27Q: 3 clusters Score -1257367 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1257419.750000 Penalty: 4555.415039
	Iteration 28Q: 3 clusters Score -1257420 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1257466.875000 Penalty: 4555.415039
	Iteration 29Q: 3 clusters Score -1257467 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1257529.500000 Penalty: 4555.415039
	Iteration 30Q: 3 clusters Score -1257530 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1257569.375000 Penalty: 4555.415039
	Iteration 31Q: 3 clusters Score -1257569 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1257594.375000 Penalty: 4555.415039
	Iteration 32Q: 3 clusters Score -1257594 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1257609.500000 Penalty: 4555.415039
	Iteration 33Q: 3 clusters Score -1257610 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1257615.000000 Penalty: 4555.415039
	Iteration 34Q: 3 clusters Score -1257615 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1257619.500000 Penalty: 4555.415039
	Iteration 35Q: 3 clusters Score -1257620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1257626.625000 Penalty: 4555.415039
	Iteration 36Q: 3 clusters Score -1257627 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1257631.625000 Penalty: 4555.415039
	Iteration 37Q: 3 clusters Score -1257632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1257634.125000 Penalty: 4555.415039
	Iteration 38Q: 3 clusters Score -1257634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1257637.875000 Penalty: 4555.415039
	Iteration 39Q: 3 clusters Score -1257638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1257643.500000 Penalty: 4555.415039
	Iteration 40F: 3 clusters Score -1257644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1257643.500000 Penalty: 4555.415039
	Iteration 41Q: 3 clusters Score -1257644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1257645.250000 Penalty: 4555.415039
	Iteration 42Q: 3 clusters Score -1257645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1257645.375000 Penalty: 4555.415039
	Iteration 43Q: 3 clusters Score -1257645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1257652.375000 Penalty: 4555.415039
	Iteration 44Q: 3 clusters Score -1257652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1257654.000000 Penalty: 4555.415039
	Iteration 45Q: 3 clusters Score -1257654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1257655.375000 Penalty: 4555.415039
	Iteration 46Q: 3 clusters Score -1257655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1257655.625000 Penalty: 4555.415039
	Iteration 47Q: 3 clusters Score -1257656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1257657.375000 Penalty: 4555.415039
	Iteration 48Q: 3 clusters Score -1257657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1257658.750000 Penalty: 4555.415039
	Iteration 49Q: 3 clusters Score -1257659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1257657.875000 Penalty: 4555.415039
	Iteration 50Q: 3 clusters Score -1257658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1257658.375000 Penalty: 4555.415039
	Iteration 51Q: 3 clusters Score -1257658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1257655.500000 Penalty: 4555.415039
	Iteration 52Q: 3 clusters Score -1257656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1257655.500000 Penalty: 4555.415039
	Iteration 53F: 3 clusters Score -1257656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -35065.804688 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -35065.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33758.691406 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -33758.69 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33889.152344 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -33889.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33912.644531 Penalty: 2916.744385
	Iteration 2Q: 3 clusters Score -33912.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -33925.402344 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -33925.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -33940.105469 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -33940.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -33942.300781 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -33942.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -33960.527344 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -33960.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -33969.312500 Penalty: 2916.744385
	Iteration 7Q: 3 clusters Score -33969.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -33969.312500 Penalty: 2916.744385
	Iteration 8F: 3 clusters Score -33969.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (21806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Entering Unmasked Estep 
Score: -2809427.750000 Penalty: 2477.505371
	Iteration 0F: 2 clusters Score -2809428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2794185.500000 Penalty: 4955.010742
	Iteration 0F: 3 clusters Score -2794186 nChanged 9532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -2799218.500000 Penalty: 4955.010742
	Iteration 1F: 3 clusters Score -2799218 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2799618.250000 Penalty: 4955.010742
	Iteration 2F: 3 clusters Score -2799618 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2799990.750000 Penalty: 4955.010742
	Iteration 3Q: 3 clusters Score -2799991 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2800396.750000 Penalty: 4955.010742
	Iteration 4Q: 3 clusters Score -2800397 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -2800898.500000 Penalty: 4955.010742
	Iteration 5Q: 3 clusters Score -2800898 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2801582.500000 Penalty: 4955.010742
	Iteration 6F: 3 clusters Score -2801582 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2802481.500000 Penalty: 4955.010742
	Iteration 7F: 3 clusters Score -2802482 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -2803567.000000 Penalty: 4955.010742
	Iteration 8F: 3 clusters Score -2803567 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -2804607.750000 Penalty: 4955.010742
	Iteration 9F: 3 clusters Score -2804608 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2805410.750000 Penalty: 4955.010742
	Iteration 10Q: 3 clusters Score -2805411 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2805971.750000 Penalty: 4955.010742
	Iteration 11Q: 3 clusters Score -2805972 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2806398.750000 Penalty: 4955.010742
	Iteration 12Q: 3 clusters Score -2806399 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2806681.250000 Penalty: 4955.010742
	Iteration 13Q: 3 clusters Score -2806681 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2806867.750000 Penalty: 4955.010742
	Iteration 14Q: 3 clusters Score -2806868 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2806992.500000 Penalty: 4955.010742
	Iteration 15Q: 3 clusters Score -2806992 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2807076.750000 Penalty: 4955.010742
	Iteration 16Q: 3 clusters Score -2807077 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2807135.500000 Penalty: 4955.010742
	Iteration 17Q: 3 clusters Score -2807136 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2807163.000000 Penalty: 4955.010742
	Iteration 18Q: 3 clusters Score -2807163 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2807186.000000 Penalty: 4955.010742
	Iteration 19Q: 3 clusters Score -2807186 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2807207.500000 Penalty: 4955.010742
	Iteration 20F: 3 clusters Score -2807208 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2807234.250000 Penalty: 4955.010742
	Iteration 21Q: 3 clusters Score -2807234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2807250.500000 Penalty: 4955.010742
	Iteration 22Q: 3 clusters Score -2807250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2807259.250000 Penalty: 4955.010742
	Iteration 23Q: 3 clusters Score -2807259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2807264.250000 Penalty: 4955.010742
	Iteration 24Q: 3 clusters Score -2807264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2807271.000000 Penalty: 4955.010742
	Iteration 25Q: 3 clusters Score -2807271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2807273.500000 Penalty: 4955.010742
	Iteration 26Q: 3 clusters Score -2807274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2807282.000000 Penalty: 4955.010742
	Iteration 27Q: 3 clusters Score -2807282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2807297.000000 Penalty: 4955.010742
	Iteration 28Q: 3 clusters Score -2807297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2807303.500000 Penalty: 4955.010742
	Iteration 29Q: 3 clusters Score -2807304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2807306.750000 Penalty: 4955.010742
	Iteration 30Q: 3 clusters Score -2807307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2807313.500000 Penalty: 4955.010742
	Iteration 31Q: 3 clusters Score -2807314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2807315.000000 Penalty: 4955.010742
	Iteration 32Q: 3 clusters Score -2807315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2807318.750000 Penalty: 4955.010742
	Iteration 33Q: 3 clusters Score -2807319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2807325.750000 Penalty: 4955.010742
	Iteration 34Q: 3 clusters Score -2807326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2807330.000000 Penalty: 4955.010742
	Iteration 35Q: 3 clusters Score -2807330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2807330.000000 Penalty: 4955.010742
	Iteration 36Q: 3 clusters Score -2807330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2807335.750000 Penalty: 4955.010742
	Iteration 37Q: 3 clusters Score -2807336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2807335.250000 Penalty: 4955.010742
	Iteration 38Q: 3 clusters Score -2807335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2807335.250000 Penalty: 4955.010742
	Iteration 39F: 3 clusters Score -2807335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 25872 members 
Mstep: Class 3 contains 21324 members 
Mstep: Class 4 contains 19944 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212787 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 3196 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7749 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5055 members 
Mstep: Class 17 contains 102743 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9743 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774236.000000 Penalty: 77624.179688
Iteration 159Q: 25 clusters Score -5.777424e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 25875 members 
Mstep: Class 3 contains 21322 members 
Mstep: Class 4 contains 19944 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212776 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 3196 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7749 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5057 members 
Mstep: Class 17 contains 102739 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9756 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774248.000000 Penalty: 77624.179688
Iteration 160F: 25 clusters Score -5.777425e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 25877 members 
Mstep: Class 3 contains 21320 members 
Mstep: Class 4 contains 19945 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212770 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 3196 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7749 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5056 members 
Mstep: Class 17 contains 102735 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9766 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774264.000000 Penalty: 77624.179688
Iteration 161Q: 25 clusters Score -5.777426e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 25881 members 
Mstep: Class 3 contains 21317 members 
Mstep: Class 4 contains 19949 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212762 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 3196 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7749 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5056 members 
Mstep: Class 17 contains 102729 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9775 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774272.000000 Penalty: 77624.179688
Iteration 162Q: 25 clusters Score -5.777427e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 25884 members 
Mstep: Class 3 contains 21315 members 
Mstep: Class 4 contains 19954 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212757 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 3195 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7749 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5057 members 
Mstep: Class 17 contains 102722 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9782 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774244.000000 Penalty: 77624.179688
Iteration 163Q: 25 clusters Score -5.777424e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 25883 members 
Mstep: Class 3 contains 21315 members 
Mstep: Class 4 contains 19962 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212749 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 3195 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7749 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5060 members 
Mstep: Class 17 contains 102718 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9785 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774236.000000 Penalty: 77624.179688
Iteration 164Q: 25 clusters Score -5.777424e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 25884 members 
Mstep: Class 3 contains 21315 members 
Mstep: Class 4 contains 19970 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212740 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 3195 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7749 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5060 members 
Mstep: Class 17 contains 102712 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9790 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774236.000000 Penalty: 77624.179688
Iteration 165Q: 25 clusters Score -5.777424e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 25884 members 
Mstep: Class 3 contains 21315 members 
Mstep: Class 4 contains 19975 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212728 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 3195 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7749 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5059 members 
Mstep: Class 17 contains 102708 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9802 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774248.000000 Penalty: 77624.179688
Iteration 166Q: 25 clusters Score -5.777425e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 25886 members 
Mstep: Class 3 contains 21315 members 
Mstep: Class 4 contains 19981 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212706 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 3195 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7749 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5061 members 
Mstep: Class 17 contains 102705 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9818 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774228.000000 Penalty: 77624.179688
Iteration 167Q: 25 clusters Score -5.777423e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 25888 members 
Mstep: Class 3 contains 21314 members 
Mstep: Class 4 contains 19986 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212684 members 
Mstep: Class 8 contains 2335 members 
Mstep: Class 9 contains 3195 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7749 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5066 members 
Mstep: Class 17 contains 102700 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9833 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774276.000000 Penalty: 77624.179688
Iteration 168Q: 25 clusters Score -5.777428e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 25890 members 
Mstep: Class 3 contains 21314 members 
Mstep: Class 4 contains 19993 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212663 members 
Mstep: Class 8 contains 2335 members 
Mstep: Class 9 contains 3195 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7749 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5068 members 
Mstep: Class 17 contains 102696 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9847 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774292.000000 Penalty: 77624.179688
Iteration 169Q: 25 clusters Score -5.777429e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 25890 members 
Mstep: Class 3 contains 21312 members 
Mstep: Class 4 contains 19993 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212653 members 
Mstep: Class 8 contains 2335 members 
Mstep: Class 9 contains 3195 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7749 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5072 members 
Mstep: Class 17 contains 102691 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9861 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774260.000000 Penalty: 77624.179688
Iteration 170Q: 25 clusters Score -5.777426e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 25890 members 
Mstep: Class 3 contains 21310 members 
Mstep: Class 4 contains 19997 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212642 members 
Mstep: Class 8 contains 2335 members 
Mstep: Class 9 contains 3195 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7750 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5073 members 
Mstep: Class 17 contains 102681 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9876 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774260.000000 Penalty: 77624.179688
Iteration 171Q: 25 clusters Score -5.777426e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 25891 members 
Mstep: Class 3 contains 21309 members 
Mstep: Class 4 contains 20000 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212628 members 
Mstep: Class 8 contains 2335 members 
Mstep: Class 9 contains 3195 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7750 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5073 members 
Mstep: Class 17 contains 102673 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9891 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774272.000000 Penalty: 77624.179688
Iteration 172Q: 25 clusters Score -5.777427e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 25892 members 
Mstep: Class 3 contains 21307 members 
Mstep: Class 4 contains 20001 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212618 members 
Mstep: Class 8 contains 2335 members 
Mstep: Class 9 contains 3195 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7751 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5074 members 
Mstep: Class 17 contains 102665 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9905 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774240.000000 Penalty: 77624.179688
Iteration 173Q: 25 clusters Score -5.777424e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 25895 members 
Mstep: Class 3 contains 21304 members 
Mstep: Class 4 contains 20002 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212610 members 
Mstep: Class 8 contains 2336 members 
Mstep: Class 9 contains 3195 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7751 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5074 members 
Mstep: Class 17 contains 102657 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9921 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774268.000000 Penalty: 77624.179688
Iteration 174Q: 25 clusters Score -5.777427e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 25896 members 
Mstep: Class 3 contains 21304 members 
Mstep: Class 4 contains 20004 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212602 members 
Mstep: Class 8 contains 2336 members 
Mstep: Class 9 contains 3195 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7751 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5074 members 
Mstep: Class 17 contains 102652 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9929 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774264.000000 Penalty: 77624.179688
Iteration 175Q: 25 clusters Score -5.777426e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 25897 members 
Mstep: Class 3 contains 21304 members 
Mstep: Class 4 contains 20005 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212594 members 
Mstep: Class 8 contains 2336 members 
Mstep: Class 9 contains 3195 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7751 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5074 members 
Mstep: Class 17 contains 102648 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9937 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774296.000000 Penalty: 77624.179688
Iteration 176Q: 25 clusters Score -5.77743e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 25897 members 
Mstep: Class 3 contains 21305 members 
Mstep: Class 4 contains 20007 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212588 members 
Mstep: Class 8 contains 2336 members 
Mstep: Class 9 contains 3195 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7751 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5074 members 
Mstep: Class 17 contains 102644 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9942 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774248.000000 Penalty: 77624.179688
Iteration 177Q: 25 clusters Score -5.777425e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 25896 members 
Mstep: Class 3 contains 21305 members 
Mstep: Class 4 contains 20011 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212583 members 
Mstep: Class 8 contains 2336 members 
Mstep: Class 9 contains 3195 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7751 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5074 members 
Mstep: Class 17 contains 102637 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9951 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774240.000000 Penalty: 77624.179688
Iteration 178Q: 25 clusters Score -5.777424e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 25896 members 
Mstep: Class 3 contains 21305 members 
Mstep: Class 4 contains 20013 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212584 members 
Mstep: Class 8 contains 2336 members 
Mstep: Class 9 contains 3194 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7751 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5074 members 
Mstep: Class 17 contains 102630 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9954 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774220.000000 Penalty: 77624.179688
Iteration 179Q: 25 clusters Score -5.777422e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 25896 members 
Mstep: Class 3 contains 21305 members 
Mstep: Class 4 contains 20015 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212583 members 
Mstep: Class 8 contains 2336 members 
Mstep: Class 9 contains 3194 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7751 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5074 members 
Mstep: Class 17 contains 102624 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9959 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774228.000000 Penalty: 77624.179688
Iteration 180F: 25 clusters Score -5.777423e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 25898 members 
Mstep: Class 3 contains 21305 members 
Mstep: Class 4 contains 20017 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212577 members 
Mstep: Class 8 contains 2336 members 
Mstep: Class 9 contains 3194 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7751 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5074 members 
Mstep: Class 17 contains 102624 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774272.000000 Penalty: 77624.179688
Iteration 181Q: 25 clusters Score -5.777427e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 25899 members 
Mstep: Class 3 contains 21305 members 
Mstep: Class 4 contains 20018 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212567 members 
Mstep: Class 8 contains 2336 members 
Mstep: Class 9 contains 3194 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7751 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 102624 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9966 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774260.000000 Penalty: 77624.179688
Iteration 182Q: 25 clusters Score -5.777426e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 25899 members 
Mstep: Class 3 contains 21305 members 
Mstep: Class 4 contains 20019 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212559 members 
Mstep: Class 8 contains 2336 members 
Mstep: Class 9 contains 3194 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7751 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 102622 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9976 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774260.000000 Penalty: 77624.179688
Iteration 183Q: 25 clusters Score -5.777426e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 25904 members 
Mstep: Class 3 contains 21305 members 
Mstep: Class 4 contains 20022 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212547 members 
Mstep: Class 8 contains 2335 members 
Mstep: Class 9 contains 3194 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7751 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 102619 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9986 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774204.000000 Penalty: 77624.179688
Iteration 184Q: 25 clusters Score -5.77742e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 25905 members 
Mstep: Class 3 contains 21305 members 
Mstep: Class 4 contains 20023 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212537 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 3194 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7751 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 102620 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 9996 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774276.000000 Penalty: 77624.179688
Iteration 185Q: 25 clusters Score -5.777428e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 25907 members 
Mstep: Class 3 contains 21305 members 
Mstep: Class 4 contains 20025 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212527 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 3194 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7751 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 102615 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 10008 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774248.000000 Penalty: 77624.179688
Iteration 186Q: 25 clusters Score -5.777425e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 25913 members 
Mstep: Class 3 contains 21305 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212513 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 3194 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7751 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 102613 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 10016 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774304.000000 Penalty: 77624.179688
Iteration 187Q: 25 clusters Score -5.77743e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 25921 members 
Mstep: Class 3 contains 21305 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212500 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 3194 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7751 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 102613 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 10021 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774332.000000 Penalty: 77624.179688
Iteration 188Q: 25 clusters Score -5.777433e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 25924 members 
Mstep: Class 3 contains 21303 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212492 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 3194 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7750 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 102612 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 10030 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774292.000000 Penalty: 77624.179688
Iteration 189Q: 25 clusters Score -5.777429e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 25928 members 
Mstep: Class 3 contains 21304 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212487 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 3194 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7751 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 102607 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 10032 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774316.000000 Penalty: 77624.179688
Iteration 190Q: 25 clusters Score -5.777432e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 25929 members 
Mstep: Class 3 contains 21305 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212489 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 3194 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7751 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 102604 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 10033 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774352.000000 Penalty: 77624.179688
Iteration 191Q: 25 clusters Score -5.777435e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 25930 members 
Mstep: Class 3 contains 21304 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212493 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 3194 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7751 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 102600 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 10033 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774380.000000 Penalty: 77624.179688
Iteration 192Q: 25 clusters Score -5.777438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 25930 members 
Mstep: Class 3 contains 21304 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212497 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 3194 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7751 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 102596 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 10033 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774360.000000 Penalty: 77624.179688
Iteration 193Q: 25 clusters Score -5.777436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 25930 members 
Mstep: Class 3 contains 21304 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212499 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 3194 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7751 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 102594 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 10033 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774344.000000 Penalty: 77624.179688
Iteration 194Q: 25 clusters Score -5.777434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 25930 members 
Mstep: Class 3 contains 21304 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212501 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 3194 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7751 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 102592 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 10033 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774332.000000 Penalty: 77624.179688
Iteration 195Q: 25 clusters Score -5.777433e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 25930 members 
Mstep: Class 3 contains 21304 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212502 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 3194 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7751 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 102591 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 10033 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774336.000000 Penalty: 77624.179688
Iteration 196Q: 25 clusters Score -5.777434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 25930 members 
Mstep: Class 3 contains 21304 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212502 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 3194 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7751 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 102590 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 10033 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774352.000000 Penalty: 77624.179688
Iteration 197Q: 25 clusters Score -5.777435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 25930 members 
Mstep: Class 3 contains 21304 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212502 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 3194 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7751 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 102589 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 10033 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774352.000000 Penalty: 77624.179688
Iteration 198Q: 25 clusters Score -5.777435e+07 nChanged 1
Entering ConstructFrom: 
Score: -57774352.000000 Penalty: 77624.179688
Entering ConstructFrom: 
Trying to split cluster 1 (19992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Entering Unmasked Estep 
Score: -2590105.750000 Penalty: 2455.965820
	Iteration 0F: 2 clusters Score -2590106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -2576043.500000 Penalty: 4911.931641
	Iteration 0F: 3 clusters Score -2576044 nChanged 8857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -2580750.500000 Penalty: 4911.931641
	Iteration 1F: 3 clusters Score -2580750 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -2581108.750000 Penalty: 4911.931641
	Iteration 2F: 3 clusters Score -2581109 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -2581367.250000 Penalty: 4911.931641
	Iteration 3Q: 3 clusters Score -2581367 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2581581.250000 Penalty: 4911.931641
	Iteration 4Q: 3 clusters Score -2581581 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -2581745.750000 Penalty: 4911.931641
	Iteration 5Q: 3 clusters Score -2581746 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -2581911.750000 Penalty: 4911.931641
	Iteration 6Q: 3 clusters Score -2581912 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -2582086.000000 Penalty: 4911.931641
	Iteration 7Q: 3 clusters Score -2582086 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2582238.750000 Penalty: 4911.931641
	Iteration 8Q: 3 clusters Score -2582239 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -2582409.250000 Penalty: 4911.931641
	Iteration 9Q: 3 clusters Score -2582409 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -2582624.000000 Penalty: 4911.931641
	Iteration 10Q: 3 clusters Score -2582624 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2582889.000000 Penalty: 4911.931641
	Iteration 11Q: 3 clusters Score -2582889 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -2583255.000000 Penalty: 4911.931641
	Iteration 12Q: 3 clusters Score -2583255 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -2583722.250000 Penalty: 4911.931641
	Iteration 13Q: 3 clusters Score -2583722 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2584280.000000 Penalty: 4911.931641
	Iteration 14Q: 3 clusters Score -2584280 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2584853.750000 Penalty: 4911.931641
	Iteration 15Q: 3 clusters Score -2584854 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -2585285.750000 Penalty: 4911.931641
	Iteration 16Q: 3 clusters Score -2585286 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -2585643.250000 Penalty: 4911.931641
	Iteration 17Q: 3 clusters Score -2585643 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -2585871.000000 Penalty: 4911.931641
	Iteration 18Q: 3 clusters Score -2585871 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -2586041.000000 Penalty: 4911.931641
	Iteration 19Q: 3 clusters Score -2586041 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -2586167.750000 Penalty: 4911.931641
	Iteration 20F: 3 clusters Score -2586168 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2586269.750000 Penalty: 4911.931641
	Iteration 21Q: 3 clusters Score -2586270 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -2586344.500000 Penalty: 4911.931641
	Iteration 22Q: 3 clusters Score -2586344 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -2586418.000000 Penalty: 4911.931641
	Iteration 23Q: 3 clusters Score -2586418 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -2586491.750000 Penalty: 4911.931641
	Iteration 24Q: 3 clusters Score -2586492 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -2586570.500000 Penalty: 4911.931641
	Iteration 25Q: 3 clusters Score -2586570 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -2586639.250000 Penalty: 4911.931641
	Iteration 26Q: 3 clusters Score -2586639 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -2586713.500000 Penalty: 4911.931641
	Iteration 27Q: 3 clusters Score -2586714 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -2586800.000000 Penalty: 4911.931641
	Iteration 28Q: 3 clusters Score -2586800 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -2586875.000000 Penalty: 4911.931641
	Iteration 29Q: 3 clusters Score -2586875 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -2586959.250000 Penalty: 4911.931641
	Iteration 30Q: 3 clusters Score -2586959 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -2587053.500000 Penalty: 4911.931641
	Iteration 31Q: 3 clusters Score -2587054 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -2587109.000000 Penalty: 4911.931641
	Iteration 32Q: 3 clusters Score -2587109 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -2587160.250000 Penalty: 4911.931641
	Iteration 33Q: 3 clusters Score -2587160 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -2587211.750000 Penalty: 4911.931641
	Iteration 34Q: 3 clusters Score -2587212 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -2587254.500000 Penalty: 4911.931641
	Iteration 35Q: 3 clusters Score -2587254 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -2587266.000000 Penalty: 4911.931641
	Iteration 36Q: 3 clusters Score -2587266 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -2587283.250000 Penalty: 4911.931641
	Iteration 37Q: 3 clusters Score -2587283 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -2587300.750000 Penalty: 4911.931641
	Iteration 38Q: 3 clusters Score -2587301 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -2587318.250000 Penalty: 4911.931641
	Iteration 39Q: 3 clusters Score -2587318 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -2587330.250000 Penalty: 4911.931641
	Iteration 40F: 3 clusters Score -2587330 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -2587345.500000 Penalty: 4911.931641
	Iteration 41Q: 3 clusters Score -2587346 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -2587351.000000 Penalty: 4911.931641
	Iteration 42Q: 3 clusters Score -2587351 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -2587361.000000 Penalty: 4911.931641
	Iteration 43Q: 3 clusters Score -2587361 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2587363.250000 Penalty: 4911.931641
	Iteration 44Q: 3 clusters Score -2587363 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -2587368.750000 Penalty: 4911.931641
	Iteration 45Q: 3 clusters Score -2587369 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -2587379.500000 Penalty: 4911.931641
	Iteration 46Q: 3 clusters Score -2587380 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -2587377.500000 Penalty: 4911.931641
	Iteration 47Q: 3 clusters Score -2587378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2587381.500000 Penalty: 4911.931641
	Iteration 48Q: 3 clusters Score -2587382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -2587383.250000 Penalty: 4911.931641
	Iteration 49Q: 3 clusters Score -2587383 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -2587385.250000 Penalty: 4911.931641
	Iteration 50Q: 3 clusters Score -2587385 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -2587401.500000 Penalty: 4911.931641
	Iteration 51Q: 3 clusters Score -2587402 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -2587403.500000 Penalty: 4911.931641
	Iteration 52Q: 3 clusters Score -2587404 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -2587413.500000 Penalty: 4911.931641
	Iteration 53Q: 3 clusters Score -2587414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -2587412.250000 Penalty: 4911.931641
	Iteration 54Q: 3 clusters Score -2587412 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -2587420.000000 Penalty: 4911.931641
	Iteration 55Q: 3 clusters Score -2587420 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -2587425.500000 Penalty: 4911.931641
	Iteration 56Q: 3 clusters Score -2587426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -2587429.000000 Penalty: 4911.931641
	Iteration 57Q: 3 clusters Score -2587429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -2587432.750000 Penalty: 4911.931641
	Iteration 58Q: 3 clusters Score -2587433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -2587439.000000 Penalty: 4911.931641
	Iteration 59Q: 3 clusters Score -2587439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -2587444.000000 Penalty: 4911.931641
	Iteration 60F: 3 clusters Score -2587444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -2587444.000000 Penalty: 4911.931641
	Iteration 61Q: 3 clusters Score -2587444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -2587451.250000 Penalty: 4911.931641
	Iteration 62Q: 3 clusters Score -2587451 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2587453.250000 Penalty: 4911.931641
	Iteration 63Q: 3 clusters Score -2587453 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -2587461.500000 Penalty: 4911.931641
	Iteration 64Q: 3 clusters Score -2587462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -2587471.250000 Penalty: 4911.931641
	Iteration 65Q: 3 clusters Score -2587471 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -2587479.000000 Penalty: 4911.931641
	Iteration 66Q: 3 clusters Score -2587479 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2587481.000000 Penalty: 4911.931641
	Iteration 67Q: 3 clusters Score -2587481 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -2587478.250000 Penalty: 4911.931641
	Iteration 68Q: 3 clusters Score -2587478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -2587491.500000 Penalty: 4911.931641
	Iteration 69Q: 3 clusters Score -2587492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -2587489.750000 Penalty: 4911.931641
	Iteration 70Q: 3 clusters Score -2587490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -2587494.000000 Penalty: 4911.931641
	Iteration 71Q: 3 clusters Score -2587494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -2587492.750000 Penalty: 4911.931641
	Iteration 72Q: 3 clusters Score -2587493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -2587491.500000 Penalty: 4911.931641
	Iteration 73Q: 3 clusters Score -2587492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -2587498.250000 Penalty: 4911.931641
	Iteration 74Q: 3 clusters Score -2587498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -2587503.750000 Penalty: 4911.931641
	Iteration 75Q: 3 clusters Score -2587504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -2587504.750000 Penalty: 4911.931641
	Iteration 76Q: 3 clusters Score -2587505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2587505.500000 Penalty: 4911.931641
	Iteration 77Q: 3 clusters Score -2587506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -2587507.750000 Penalty: 4911.931641
	Iteration 78Q: 3 clusters Score -2587508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -2587501.750000 Penalty: 4911.931641
	Iteration 79Q: 3 clusters Score -2587502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -2587501.500000 Penalty: 4911.931641
	Iteration 80F: 3 clusters Score -2587502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -2587509.000000 Penalty: 4911.931641
	Iteration 81Q: 3 clusters Score -2587509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -2587509.750000 Penalty: 4911.931641
	Iteration 82Q: 3 clusters Score -2587510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -2587504.500000 Penalty: 4911.931641
	Iteration 83Q: 3 clusters Score -2587504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2587501.500000 Penalty: 4911.931641
	Iteration 84Q: 3 clusters Score -2587502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -2587505.250000 Penalty: 4911.931641
	Iteration 85Q: 3 clusters Score -2587505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -2587506.000000 Penalty: 4911.931641
	Iteration 86Q: 3 clusters Score -2587506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -2587501.750000 Penalty: 4911.931641
	Iteration 87Q: 3 clusters Score -2587502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -2587498.250000 Penalty: 4911.931641
	Iteration 88Q: 3 clusters Score -2587498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -2587502.250000 Penalty: 4911.931641
	Iteration 89Q: 3 clusters Score -2587502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -2587502.750000 Penalty: 4911.931641
	Iteration 90Q: 3 clusters Score -2587503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -2587507.500000 Penalty: 4911.931641
	Iteration 91Q: 3 clusters Score -2587508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2587512.250000 Penalty: 4911.931641
	Iteration 92Q: 3 clusters Score -2587512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -2587511.750000 Penalty: 4911.931641
	Iteration 93Q: 3 clusters Score -2587512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -2587508.500000 Penalty: 4911.931641
	Iteration 94Q: 3 clusters Score -2587508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -2587509.500000 Penalty: 4911.931641
	Iteration 95Q: 3 clusters Score -2587510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -2587512.750000 Penalty: 4911.931641
	Iteration 96Q: 3 clusters Score -2587513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2587511.500000 Penalty: 4911.931641
	Iteration 97Q: 3 clusters Score -2587512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2587510.000000 Penalty: 4911.931641
	Iteration 98Q: 3 clusters Score -2587510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -2587509.250000 Penalty: 4911.931641
	Iteration 99Q: 3 clusters Score -2587509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2587516.250000 Penalty: 4911.931641
	Iteration 100F: 3 clusters Score -2587516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2587520.000000 Penalty: 4911.931641
	Iteration 101Q: 3 clusters Score -2587520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2587517.750000 Penalty: 4911.931641
	Iteration 102Q: 3 clusters Score -2587518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -2587519.000000 Penalty: 4911.931641
	Iteration 103Q: 3 clusters Score -2587519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -2587519.000000 Penalty: 4911.931641
	Iteration 104F: 3 clusters Score -2587519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Entering Unmasked Estep 
Score: -3345212.500000 Penalty: 2520.462646
	Iteration 0F: 2 clusters Score -3345212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -3327334.250000 Penalty: 5040.925293
	Iteration 0F: 3 clusters Score -3327334 nChanged 11537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -3333504.000000 Penalty: 5040.925293
	Iteration 1F: 3 clusters Score -3333504 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -3333927.000000 Penalty: 5040.925293
	Iteration 2F: 3 clusters Score -3333927 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -3334314.000000 Penalty: 5040.925293
	Iteration 3Q: 3 clusters Score -3334314 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -3334638.000000 Penalty: 5040.925293
	Iteration 4Q: 3 clusters Score -3334638 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -3334980.250000 Penalty: 5040.925293
	Iteration 5Q: 3 clusters Score -3334980 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -3335379.500000 Penalty: 5040.925293
	Iteration 6Q: 3 clusters Score -3335380 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -3335779.250000 Penalty: 5040.925293
	Iteration 7Q: 3 clusters Score -3335779 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -3336262.750000 Penalty: 5040.925293
	Iteration 8Q: 3 clusters Score -3336263 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -3336860.750000 Penalty: 5040.925293
	Iteration 9Q: 3 clusters Score -3336861 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -3337543.500000 Penalty: 5040.925293
	Iteration 10Q: 3 clusters Score -3337544 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -3338227.000000 Penalty: 5040.925293
	Iteration 11Q: 3 clusters Score -3338227 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -3338892.000000 Penalty: 5040.925293
	Iteration 12Q: 3 clusters Score -3338892 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -3339487.500000 Penalty: 5040.925293
	Iteration 13Q: 3 clusters Score -3339488 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -3339883.000000 Penalty: 5040.925293
	Iteration 14Q: 3 clusters Score -3339883 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -3340141.500000 Penalty: 5040.925293
	Iteration 15Q: 3 clusters Score -3340142 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -3340246.000000 Penalty: 5040.925293
	Iteration 16Q: 3 clusters Score -3340246 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -3340327.000000 Penalty: 5040.925293
	Iteration 17Q: 3 clusters Score -3340327 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -3340410.750000 Penalty: 5040.925293
	Iteration 18Q: 3 clusters Score -3340411 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -3340489.750000 Penalty: 5040.925293
	Iteration 19Q: 3 clusters Score -3340490 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -3340562.750000 Penalty: 5040.925293
	Iteration 20F: 3 clusters Score -3340563 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -3340647.500000 Penalty: 5040.925293
	Iteration 21Q: 3 clusters Score -3340648 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -3340701.250000 Penalty: 5040.925293
	Iteration 22Q: 3 clusters Score -3340701 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -3340753.750000 Penalty: 5040.925293
	Iteration 23Q: 3 clusters Score -3340754 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -3340839.250000 Penalty: 5040.925293
	Iteration 24Q: 3 clusters Score -3340839 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -3340908.250000 Penalty: 5040.925293
	Iteration 25Q: 3 clusters Score -3340908 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -3340988.500000 Penalty: 5040.925293
	Iteration 26Q: 3 clusters Score -3340988 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -3341084.000000 Penalty: 5040.925293
	Iteration 27Q: 3 clusters Score -3341084 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -3341169.500000 Penalty: 5040.925293
	Iteration 28Q: 3 clusters Score -3341170 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -3341243.000000 Penalty: 5040.925293
	Iteration 29Q: 3 clusters Score -3341243 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -3341333.250000 Penalty: 5040.925293
	Iteration 30Q: 3 clusters Score -3341333 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -3341405.750000 Penalty: 5040.925293
	Iteration 31Q: 3 clusters Score -3341406 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -3341467.750000 Penalty: 5040.925293
	Iteration 32Q: 3 clusters Score -3341468 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -3341553.500000 Penalty: 5040.925293
	Iteration 33Q: 3 clusters Score -3341554 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -3341627.250000 Penalty: 5040.925293
	Iteration 34Q: 3 clusters Score -3341627 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -3341678.000000 Penalty: 5040.925293
	Iteration 35Q: 3 clusters Score -3341678 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -3341756.250000 Penalty: 5040.925293
	Iteration 36Q: 3 clusters Score -3341756 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -3341812.500000 Penalty: 5040.925293
	Iteration 37Q: 3 clusters Score -3341812 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -3341863.250000 Penalty: 5040.925293
	Iteration 38Q: 3 clusters Score -3341863 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -3341924.250000 Penalty: 5040.925293
	Iteration 39Q: 3 clusters Score -3341924 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -3341972.500000 Penalty: 5040.925293
	Iteration 40F: 3 clusters Score -3341972 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -3342027.500000 Penalty: 5040.925293
	Iteration 41Q: 3 clusters Score -3342028 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -3342076.000000 Penalty: 5040.925293
	Iteration 42Q: 3 clusters Score -3342076 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -3342130.500000 Penalty: 5040.925293
	Iteration 43Q: 3 clusters Score -3342130 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -3342182.000000 Penalty: 5040.925293
	Iteration 44Q: 3 clusters Score -3342182 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -3342239.750000 Penalty: 5040.925293
	Iteration 45Q: 3 clusters Score -3342240 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -3342274.250000 Penalty: 5040.925293
	Iteration 46Q: 3 clusters Score -3342274 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -3342310.250000 Penalty: 5040.925293
	Iteration 47Q: 3 clusters Score -3342310 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -3342351.250000 Penalty: 5040.925293
	Iteration 48Q: 3 clusters Score -3342351 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -3342387.250000 Penalty: 5040.925293
	Iteration 49Q: 3 clusters Score -3342387 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -3342427.250000 Penalty: 5040.925293
	Iteration 50Q: 3 clusters Score -3342427 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -3342469.500000 Penalty: 5040.925293
	Iteration 51Q: 3 clusters Score -3342470 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -3342490.500000 Penalty: 5040.925293
	Iteration 52Q: 3 clusters Score -3342490 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -3342519.000000 Penalty: 5040.925293
	Iteration 53Q: 3 clusters Score -3342519 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -3342571.750000 Penalty: 5040.925293
	Iteration 54Q: 3 clusters Score -3342572 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -3342606.750000 Penalty: 5040.925293
	Iteration 55Q: 3 clusters Score -3342607 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -3342627.250000 Penalty: 5040.925293
	Iteration 56Q: 3 clusters Score -3342627 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -3342662.500000 Penalty: 5040.925293
	Iteration 57Q: 3 clusters Score -3342662 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -3342691.750000 Penalty: 5040.925293
	Iteration 58Q: 3 clusters Score -3342692 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -3342719.750000 Penalty: 5040.925293
	Iteration 59Q: 3 clusters Score -3342720 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -3342724.750000 Penalty: 5040.925293
	Iteration 60F: 3 clusters Score -3342725 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -3342734.000000 Penalty: 5040.925293
	Iteration 61Q: 3 clusters Score -3342734 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -3342743.500000 Penalty: 5040.925293
	Iteration 62Q: 3 clusters Score -3342744 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -3342758.750000 Penalty: 5040.925293
	Iteration 63Q: 3 clusters Score -3342759 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -3342769.250000 Penalty: 5040.925293
	Iteration 64Q: 3 clusters Score -3342769 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -3342784.500000 Penalty: 5040.925293
	Iteration 65Q: 3 clusters Score -3342784 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -3342790.750000 Penalty: 5040.925293
	Iteration 66Q: 3 clusters Score -3342791 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -3342795.250000 Penalty: 5040.925293
	Iteration 67Q: 3 clusters Score -3342795 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -3342807.750000 Penalty: 5040.925293
	Iteration 68Q: 3 clusters Score -3342808 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -3342807.250000 Penalty: 5040.925293
	Iteration 69Q: 3 clusters Score -3342807 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -3342814.000000 Penalty: 5040.925293
	Iteration 70Q: 3 clusters Score -3342814 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -3342817.500000 Penalty: 5040.925293
	Iteration 71Q: 3 clusters Score -3342818 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -3342827.000000 Penalty: 5040.925293
	Iteration 72Q: 3 clusters Score -3342827 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -3342838.500000 Penalty: 5040.925293
	Iteration 73Q: 3 clusters Score -3342838 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -3342853.000000 Penalty: 5040.925293
	Iteration 74Q: 3 clusters Score -3342853 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -3342865.750000 Penalty: 5040.925293
	Iteration 75Q: 3 clusters Score -3342866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -3342864.250000 Penalty: 5040.925293
	Iteration 76Q: 3 clusters Score -3342864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -3342874.750000 Penalty: 5040.925293
	Iteration 77Q: 3 clusters Score -3342875 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -3342874.500000 Penalty: 5040.925293
	Iteration 78Q: 3 clusters Score -3342874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -3342887.000000 Penalty: 5040.925293
	Iteration 79Q: 3 clusters Score -3342887 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -3342889.250000 Penalty: 5040.925293
	Iteration 80F: 3 clusters Score -3342889 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -3342901.750000 Penalty: 5040.925293
	Iteration 81Q: 3 clusters Score -3342902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -3342917.750000 Penalty: 5040.925293
	Iteration 82Q: 3 clusters Score -3342918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -3342916.250000 Penalty: 5040.925293
	Iteration 83Q: 3 clusters Score -3342916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -3342918.000000 Penalty: 5040.925293
	Iteration 84Q: 3 clusters Score -3342918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -3342927.000000 Penalty: 5040.925293
	Iteration 85Q: 3 clusters Score -3342927 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -3342919.000000 Penalty: 5040.925293
	Iteration 86Q: 3 clusters Score -3342919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -3342922.750000 Penalty: 5040.925293
	Iteration 87Q: 3 clusters Score -3342923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -3342923.000000 Penalty: 5040.925293
	Iteration 88Q: 3 clusters Score -3342923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -3342938.000000 Penalty: 5040.925293
	Iteration 89Q: 3 clusters Score -3342938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -3342941.500000 Penalty: 5040.925293
	Iteration 90Q: 3 clusters Score -3342942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -3342945.000000 Penalty: 5040.925293
	Iteration 91Q: 3 clusters Score -3342945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -3342945.250000 Penalty: 5040.925293
	Iteration 92Q: 3 clusters Score -3342945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -3342944.250000 Penalty: 5040.925293
	Iteration 93Q: 3 clusters Score -3342944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -3342940.750000 Penalty: 5040.925293
	Iteration 94Q: 3 clusters Score -3342941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -3342946.750000 Penalty: 5040.925293
	Iteration 95Q: 3 clusters Score -3342947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -3342946.500000 Penalty: 5040.925293
	Iteration 96Q: 3 clusters Score -3342946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -3342952.750000 Penalty: 5040.925293
	Iteration 97Q: 3 clusters Score -3342953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -3342954.000000 Penalty: 5040.925293
	Iteration 98Q: 3 clusters Score -3342954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -3342951.750000 Penalty: 5040.925293
	Iteration 99Q: 3 clusters Score -3342952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -3342947.500000 Penalty: 5040.925293
	Iteration 100F: 3 clusters Score -3342948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -3342951.250000 Penalty: 5040.925293
	Iteration 101Q: 3 clusters Score -3342951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -3342951.250000 Penalty: 5040.925293
	Iteration 102F: 3 clusters Score -3342951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Entering Unmasked Estep 
Score: -2656443.000000 Penalty: 2471.729248
	Iteration 0F: 2 clusters Score -2656443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2641507.250000 Penalty: 4943.458496
	Iteration 0F: 3 clusters Score -2641507 nChanged 9388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2646373.000000 Penalty: 4943.458496
	Iteration 1F: 3 clusters Score -2646373 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -2646699.750000 Penalty: 4943.458496
	Iteration 2Q: 3 clusters Score -2646700 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -2646950.250000 Penalty: 4943.458496
	Iteration 3Q: 3 clusters Score -2646950 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -2647174.500000 Penalty: 4943.458496
	Iteration 4Q: 3 clusters Score -2647174 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -2647320.250000 Penalty: 4943.458496
	Iteration 5Q: 3 clusters Score -2647320 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2647482.250000 Penalty: 4943.458496
	Iteration 6Q: 3 clusters Score -2647482 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -2647678.750000 Penalty: 4943.458496
	Iteration 7Q: 3 clusters Score -2647679 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -2647959.000000 Penalty: 4943.458496
	Iteration 8Q: 3 clusters Score -2647959 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2648334.000000 Penalty: 4943.458496
	Iteration 9Q: 3 clusters Score -2648334 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -2648878.750000 Penalty: 4943.458496
	Iteration 10Q: 3 clusters Score -2648879 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -2649657.250000 Penalty: 4943.458496
	Iteration 11F: 3 clusters Score -2649657 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -2650667.000000 Penalty: 4943.458496
	Iteration 12F: 3 clusters Score -2650667 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -2651881.250000 Penalty: 4943.458496
	Iteration 13F: 3 clusters Score -2651881 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -2652870.750000 Penalty: 4943.458496
	Iteration 14F: 3 clusters Score -2652871 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -2653554.000000 Penalty: 4943.458496
	Iteration 15Q: 3 clusters Score -2653554 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -2653948.500000 Penalty: 4943.458496
	Iteration 16Q: 3 clusters Score -2653948 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -2654124.250000 Penalty: 4943.458496
	Iteration 17Q: 3 clusters Score -2654124 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -2654214.250000 Penalty: 4943.458496
	Iteration 18Q: 3 clusters Score -2654214 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -2654254.000000 Penalty: 4943.458496
	Iteration 19Q: 3 clusters Score -2654254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -2654272.500000 Penalty: 4943.458496
	Iteration 20F: 3 clusters Score -2654272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -2654285.500000 Penalty: 4943.458496
	Iteration 21Q: 3 clusters Score -2654286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -2654298.250000 Penalty: 4943.458496
	Iteration 22Q: 3 clusters Score -2654298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -2654309.750000 Penalty: 4943.458496
	Iteration 23Q: 3 clusters Score -2654310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -2654315.000000 Penalty: 4943.458496
	Iteration 24Q: 3 clusters Score -2654315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -2654319.250000 Penalty: 4943.458496
	Iteration 25Q: 3 clusters Score -2654319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -2654331.000000 Penalty: 4943.458496
	Iteration 26Q: 3 clusters Score -2654331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -2654336.750000 Penalty: 4943.458496
	Iteration 27Q: 3 clusters Score -2654337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -2654344.250000 Penalty: 4943.458496
	Iteration 28Q: 3 clusters Score -2654344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -2654353.750000 Penalty: 4943.458496
	Iteration 29Q: 3 clusters Score -2654354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -2654365.750000 Penalty: 4943.458496
	Iteration 30Q: 3 clusters Score -2654366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -2654371.000000 Penalty: 4943.458496
	Iteration 31Q: 3 clusters Score -2654371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -2654371.000000 Penalty: 4943.458496
	Iteration 32F: 3 clusters Score -2654371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Entering Unmasked Estep 
Score: -2575928.000000 Penalty: 2456.399414
	Iteration 0F: 2 clusters Score -2575928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -2561770.500000 Penalty: 4912.798828
	Iteration 0F: 3 clusters Score -2561770 nChanged 8879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2566591.000000 Penalty: 4912.798828
	Iteration 1F: 3 clusters Score -2566591 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -2566974.250000 Penalty: 4912.798828
	Iteration 2F: 3 clusters Score -2566974 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2567267.250000 Penalty: 4912.798828
	Iteration 3Q: 3 clusters Score -2567267 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -2567518.500000 Penalty: 4912.798828
	Iteration 4Q: 3 clusters Score -2567518 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2567751.500000 Penalty: 4912.798828
	Iteration 5Q: 3 clusters Score -2567752 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2567979.250000 Penalty: 4912.798828
	Iteration 6Q: 3 clusters Score -2567979 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2568223.500000 Penalty: 4912.798828
	Iteration 7Q: 3 clusters Score -2568224 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2568474.750000 Penalty: 4912.798828
	Iteration 8Q: 3 clusters Score -2568475 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -2568758.500000 Penalty: 4912.798828
	Iteration 9Q: 3 clusters Score -2568758 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2569090.500000 Penalty: 4912.798828
	Iteration 10Q: 3 clusters Score -2569090 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -2569470.500000 Penalty: 4912.798828
	Iteration 11Q: 3 clusters Score -2569470 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2569893.500000 Penalty: 4912.798828
	Iteration 12Q: 3 clusters Score -2569894 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2570323.000000 Penalty: 4912.798828
	Iteration 13Q: 3 clusters Score -2570323 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -2570701.750000 Penalty: 4912.798828
	Iteration 14Q: 3 clusters Score -2570702 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2570980.000000 Penalty: 4912.798828
	Iteration 15Q: 3 clusters Score -2570980 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2571162.250000 Penalty: 4912.798828
	Iteration 16Q: 3 clusters Score -2571162 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2571273.250000 Penalty: 4912.798828
	Iteration 17Q: 3 clusters Score -2571273 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -2571331.500000 Penalty: 4912.798828
	Iteration 18Q: 3 clusters Score -2571332 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2571391.250000 Penalty: 4912.798828
	Iteration 19Q: 3 clusters Score -2571391 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2571435.250000 Penalty: 4912.798828
	Iteration 20F: 3 clusters Score -2571435 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -2571479.250000 Penalty: 4912.798828
	Iteration 21Q: 3 clusters Score -2571479 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -2571514.750000 Penalty: 4912.798828
	Iteration 22Q: 3 clusters Score -2571515 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -2571540.000000 Penalty: 4912.798828
	Iteration 23Q: 3 clusters Score -2571540 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -2571583.500000 Penalty: 4912.798828
	Iteration 24Q: 3 clusters Score -2571584 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -2571634.500000 Penalty: 4912.798828
	Iteration 25Q: 3 clusters Score -2571634 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -2571677.750000 Penalty: 4912.798828
	Iteration 26Q: 3 clusters Score -2571678 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -2571707.000000 Penalty: 4912.798828
	Iteration 27Q: 3 clusters Score -2571707 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2571747.750000 Penalty: 4912.798828
	Iteration 28Q: 3 clusters Score -2571748 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2571788.250000 Penalty: 4912.798828
	Iteration 29Q: 3 clusters Score -2571788 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -2571835.000000 Penalty: 4912.798828
	Iteration 30Q: 3 clusters Score -2571835 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -2571882.250000 Penalty: 4912.798828
	Iteration 31Q: 3 clusters Score -2571882 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -2571923.250000 Penalty: 4912.798828
	Iteration 32Q: 3 clusters Score -2571923 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -2571987.250000 Penalty: 4912.798828
	Iteration 33Q: 3 clusters Score -2571987 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -2572027.000000 Penalty: 4912.798828
	Iteration 34Q: 3 clusters Score -2572027 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -2572079.500000 Penalty: 4912.798828
	Iteration 35Q: 3 clusters Score -2572080 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -2572149.000000 Penalty: 4912.798828
	Iteration 36Q: 3 clusters Score -2572149 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -2572217.000000 Penalty: 4912.798828
	Iteration 37Q: 3 clusters Score -2572217 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -2572284.500000 Penalty: 4912.798828
	Iteration 38Q: 3 clusters Score -2572284 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -2572348.500000 Penalty: 4912.798828
	Iteration 39Q: 3 clusters Score -2572348 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -2572415.750000 Penalty: 4912.798828
	Iteration 40F: 3 clusters Score -2572416 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -2572480.750000 Penalty: 4912.798828
	Iteration 41Q: 3 clusters Score -2572481 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -2572557.000000 Penalty: 4912.798828
	Iteration 42Q: 3 clusters Score -2572557 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -2572590.250000 Penalty: 4912.798828
	Iteration 43Q: 3 clusters Score -2572590 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -2572633.250000 Penalty: 4912.798828
	Iteration 44Q: 3 clusters Score -2572633 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -2572706.250000 Penalty: 4912.798828
	Iteration 45Q: 3 clusters Score -2572706 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -2572747.250000 Penalty: 4912.798828
	Iteration 46Q: 3 clusters Score -2572747 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -2572788.750000 Penalty: 4912.798828
	Iteration 47Q: 3 clusters Score -2572789 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -2572840.250000 Penalty: 4912.798828
	Iteration 48Q: 3 clusters Score -2572840 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2572887.500000 Penalty: 4912.798828
	Iteration 49Q: 3 clusters Score -2572888 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -2572931.000000 Penalty: 4912.798828
	Iteration 50Q: 3 clusters Score -2572931 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -2572970.750000 Penalty: 4912.798828
	Iteration 51Q: 3 clusters Score -2572971 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -2573005.500000 Penalty: 4912.798828
	Iteration 52Q: 3 clusters Score -2573006 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -2573064.750000 Penalty: 4912.798828
	Iteration 53Q: 3 clusters Score -2573065 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -2573107.750000 Penalty: 4912.798828
	Iteration 54Q: 3 clusters Score -2573108 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -2573160.750000 Penalty: 4912.798828
	Iteration 55Q: 3 clusters Score -2573161 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -2573200.750000 Penalty: 4912.798828
	Iteration 56Q: 3 clusters Score -2573201 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -2573254.750000 Penalty: 4912.798828
	Iteration 57Q: 3 clusters Score -2573255 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -2573281.250000 Penalty: 4912.798828
	Iteration 58Q: 3 clusters Score -2573281 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -2573330.000000 Penalty: 4912.798828
	Iteration 59Q: 3 clusters Score -2573330 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -2573351.250000 Penalty: 4912.798828
	Iteration 60F: 3 clusters Score -2573351 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -2573383.500000 Penalty: 4912.798828
	Iteration 61Q: 3 clusters Score -2573384 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -2573404.000000 Penalty: 4912.798828
	Iteration 62Q: 3 clusters Score -2573404 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -2573421.250000 Penalty: 4912.798828
	Iteration 63Q: 3 clusters Score -2573421 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -2573433.750000 Penalty: 4912.798828
	Iteration 64Q: 3 clusters Score -2573434 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -2573466.000000 Penalty: 4912.798828
	Iteration 65Q: 3 clusters Score -2573466 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -2573481.250000 Penalty: 4912.798828
	Iteration 66Q: 3 clusters Score -2573481 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -2573500.500000 Penalty: 4912.798828
	Iteration 67Q: 3 clusters Score -2573500 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -2573502.000000 Penalty: 4912.798828
	Iteration 68Q: 3 clusters Score -2573502 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -2573522.250000 Penalty: 4912.798828
	Iteration 69Q: 3 clusters Score -2573522 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -2573537.500000 Penalty: 4912.798828
	Iteration 70Q: 3 clusters Score -2573538 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -2573549.250000 Penalty: 4912.798828
	Iteration 71Q: 3 clusters Score -2573549 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -2573554.500000 Penalty: 4912.798828
	Iteration 72Q: 3 clusters Score -2573554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -2573554.000000 Penalty: 4912.798828
	Iteration 73Q: 3 clusters Score -2573554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -2573556.250000 Penalty: 4912.798828
	Iteration 74Q: 3 clusters Score -2573556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -2573562.500000 Penalty: 4912.798828
	Iteration 75Q: 3 clusters Score -2573562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -2573567.250000 Penalty: 4912.798828
	Iteration 76Q: 3 clusters Score -2573567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -2573568.250000 Penalty: 4912.798828
	Iteration 77Q: 3 clusters Score -2573568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -2573575.500000 Penalty: 4912.798828
	Iteration 78Q: 3 clusters Score -2573576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -2573584.750000 Penalty: 4912.798828
	Iteration 79Q: 3 clusters Score -2573585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -2573594.250000 Penalty: 4912.798828
	Iteration 80F: 3 clusters Score -2573594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -2573593.250000 Penalty: 4912.798828
	Iteration 81Q: 3 clusters Score -2573593 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -2573598.250000 Penalty: 4912.798828
	Iteration 82Q: 3 clusters Score -2573598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -2573603.750000 Penalty: 4912.798828
	Iteration 83Q: 3 clusters Score -2573604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -2573606.250000 Penalty: 4912.798828
	Iteration 84Q: 3 clusters Score -2573606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -2573612.500000 Penalty: 4912.798828
	Iteration 85Q: 3 clusters Score -2573612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -2573613.250000 Penalty: 4912.798828
	Iteration 86Q: 3 clusters Score -2573613 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -2573618.000000 Penalty: 4912.798828
	Iteration 87Q: 3 clusters Score -2573618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -2573625.750000 Penalty: 4912.798828
	Iteration 88Q: 3 clusters Score -2573626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -2573629.750000 Penalty: 4912.798828
	Iteration 89Q: 3 clusters Score -2573630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -2573634.000000 Penalty: 4912.798828
	Iteration 90Q: 3 clusters Score -2573634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -2573643.250000 Penalty: 4912.798828
	Iteration 91Q: 3 clusters Score -2573643 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -2573652.500000 Penalty: 4912.798828
	Iteration 92Q: 3 clusters Score -2573652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -2573661.250000 Penalty: 4912.798828
	Iteration 93Q: 3 clusters Score -2573661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -2573660.750000 Penalty: 4912.798828
	Iteration 94Q: 3 clusters Score -2573661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -2573663.750000 Penalty: 4912.798828
	Iteration 95Q: 3 clusters Score -2573664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -2573663.000000 Penalty: 4912.798828
	Iteration 96Q: 3 clusters Score -2573663 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -2573674.250000 Penalty: 4912.798828
	Iteration 97Q: 3 clusters Score -2573674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -2573681.500000 Penalty: 4912.798828
	Iteration 98Q: 3 clusters Score -2573682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -2573690.000000 Penalty: 4912.798828
	Iteration 99Q: 3 clusters Score -2573690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -2573695.500000 Penalty: 4912.798828
	Iteration 100F: 3 clusters Score -2573696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -2573706.250000 Penalty: 4912.798828
	Iteration 101Q: 3 clusters Score -2573706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -2573709.250000 Penalty: 4912.798828
	Iteration 102Q: 3 clusters Score -2573709 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -2573721.500000 Penalty: 4912.798828
	Iteration 103Q: 3 clusters Score -2573722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -2573727.250000 Penalty: 4912.798828
	Iteration 104Q: 3 clusters Score -2573727 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -2573732.500000 Penalty: 4912.798828
	Iteration 105Q: 3 clusters Score -2573732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -2573739.750000 Penalty: 4912.798828
	Iteration 106Q: 3 clusters Score -2573740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -2573747.250000 Penalty: 4912.798828
	Iteration 107Q: 3 clusters Score -2573747 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -2573754.000000 Penalty: 4912.798828
	Iteration 108Q: 3 clusters Score -2573754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -2573757.750000 Penalty: 4912.798828
	Iteration 109Q: 3 clusters Score -2573758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -2573762.750000 Penalty: 4912.798828
	Iteration 110Q: 3 clusters Score -2573763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -2573764.750000 Penalty: 4912.798828
	Iteration 111Q: 3 clusters Score -2573765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -2573762.000000 Penalty: 4912.798828
	Iteration 112Q: 3 clusters Score -2573762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -2573763.250000 Penalty: 4912.798828
	Iteration 113Q: 3 clusters Score -2573763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -2573765.750000 Penalty: 4912.798828
	Iteration 114Q: 3 clusters Score -2573766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -2573767.000000 Penalty: 4912.798828
	Iteration 115Q: 3 clusters Score -2573767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -2573762.500000 Penalty: 4912.798828
	Iteration 116Q: 3 clusters Score -2573762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -2573770.500000 Penalty: 4912.798828
	Iteration 117Q: 3 clusters Score -2573770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -2573772.500000 Penalty: 4912.798828
	Iteration 118Q: 3 clusters Score -2573772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -2573771.750000 Penalty: 4912.798828
	Iteration 119Q: 3 clusters Score -2573772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -2573772.000000 Penalty: 4912.798828
	Iteration 120F: 3 clusters Score -2573772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -2573773.500000 Penalty: 4912.798828
	Iteration 121Q: 3 clusters Score -2573774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -2573777.750000 Penalty: 4912.798828
	Iteration 122Q: 3 clusters Score -2573778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -2573777.500000 Penalty: 4912.798828
	Iteration 123Q: 3 clusters Score -2573778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -2573776.750000 Penalty: 4912.798828
	Iteration 124Q: 3 clusters Score -2573777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -2573778.500000 Penalty: 4912.798828
	Iteration 125Q: 3 clusters Score -2573778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -2573780.000000 Penalty: 4912.798828
	Iteration 126Q: 3 clusters Score -2573780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -2573780.000000 Penalty: 4912.798828
	Iteration 127Q: 3 clusters Score -2573780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -2573780.750000 Penalty: 4912.798828
	Iteration 128Q: 3 clusters Score -2573781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -2573779.000000 Penalty: 4912.798828
	Iteration 129Q: 3 clusters Score -2573779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -2573778.000000 Penalty: 4912.798828
	Iteration 130Q: 3 clusters Score -2573778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -2573778.000000 Penalty: 4912.798828
	Iteration 131F: 3 clusters Score -2573778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -34397.562500 Penalty: 1412.879150
	Iteration 0F: 2 clusters Score -34397.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -33148.664062 Penalty: 2825.758301
	Iteration 0F: 3 clusters Score -33148.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -33271.515625 Penalty: 2825.758301
	Iteration 1F: 3 clusters Score -33271.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -33328.437500 Penalty: 2825.758301
	Iteration 2Q: 3 clusters Score -33328.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -33346.828125 Penalty: 2825.758301
	Iteration 3Q: 3 clusters Score -33346.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -33346.828125 Penalty: 2825.758301
	Iteration 4F: 3 clusters Score -33346.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Entering Unmasked Estep 
Score: -98934.460938 Penalty: 1692.444702
	Iteration 0F: 2 clusters Score -98934.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -97196.015625 Penalty: 3384.889404
	Iteration 0F: 3 clusters Score -97196.02 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -97949.304688 Penalty: 3384.889404
	Iteration 1F: 3 clusters Score -97949.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -98250.507812 Penalty: 3384.889404
	Iteration 2F: 3 clusters Score -98250.51 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -98495.773438 Penalty: 3384.889404
	Iteration 3F: 3 clusters Score -98495.77 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -98603.773438 Penalty: 3384.889404
	Iteration 4Q: 3 clusters Score -98603.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -98666.773438 Penalty: 3384.889404
	Iteration 5Q: 3 clusters Score -98666.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -98704.914062 Penalty: 3384.889404
	Iteration 6Q: 3 clusters Score -98704.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -98725.843750 Penalty: 3384.889404
	Iteration 7Q: 3 clusters Score -98725.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -98775.140625 Penalty: 3384.889404
	Iteration 8Q: 3 clusters Score -98775.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -98838.695312 Penalty: 3384.889404
	Iteration 9Q: 3 clusters Score -98838.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -98911.429688 Penalty: 3384.889404
	Iteration 10Q: 3 clusters Score -98911.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -98949.078125 Penalty: 3384.889404
	Iteration 11Q: 3 clusters Score -98949.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -98949.929688 Penalty: 3384.889404
	Iteration 12F: 3 clusters Score -98949.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -98956.140625 Penalty: 3384.889404
	Iteration 13Q: 3 clusters Score -98956.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -98963.640625 Penalty: 3384.889404
	Iteration 14Q: 3 clusters Score -98963.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -98972.390625 Penalty: 3384.889404
	Iteration 15Q: 3 clusters Score -98972.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -98987.664062 Penalty: 3384.889404
	Iteration 16Q: 3 clusters Score -98987.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -99054.875000 Penalty: 3384.889404
	Iteration 17Q: 3 clusters Score -99054.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -99185.125000 Penalty: 3384.889404
	Iteration 18Q: 3 clusters Score -99185.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -99255.039062 Penalty: 3384.889404
	Iteration 19Q: 3 clusters Score -99255.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -99270.046875 Penalty: 3384.889404
	Iteration 20F: 3 clusters Score -99270.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -99293.656250 Penalty: 3384.889404
	Iteration 21Q: 3 clusters Score -99293.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -99319.554688 Penalty: 3384.889404
	Iteration 22Q: 3 clusters Score -99319.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -99342.726562 Penalty: 3384.889404
	Iteration 23Q: 3 clusters Score -99342.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -99355.750000 Penalty: 3384.889404
	Iteration 24Q: 3 clusters Score -99355.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -99359.515625 Penalty: 3384.889404
	Iteration 25Q: 3 clusters Score -99359.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -99364.101562 Penalty: 3384.889404
	Iteration 26Q: 3 clusters Score -99364.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -99369.992188 Penalty: 3384.889404
	Iteration 27Q: 3 clusters Score -99369.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -99369.992188 Penalty: 3384.889404
	Iteration 28F: 3 clusters Score -99369.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 25930 members 
Mstep: Class 3 contains 21304 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 212503 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 3194 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7751 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 102588 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 10033 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21802 members 
Mstep: Class 25 contains 181 members 
Entering Unmasked Estep 
Score: -57773208.000000 Penalty: 80858.523438
Splitting cluster 6 changes total score from -57774352.000000 to -57773208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (212503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212503 members 
Entering Unmasked Estep 
Score: -26843796.000000 Penalty: 3042.144287
	Iteration 0F: 2 clusters Score -2.68438e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106314 members 
Mstep: Class 2 contains 106189 members 
Entering Unmasked Estep 
Score: -26708072.000000 Penalty: 6084.288574
	Iteration 0F: 3 clusters Score -2.670807e+07 nChanged 102282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107068 members 
Mstep: Class 2 contains 105435 members 
Entering Unmasked Estep 
Score: -26768320.000000 Penalty: 6084.288574
	Iteration 1F: 3 clusters Score -2.676832e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107255 members 
Mstep: Class 2 contains 105248 members 
Entering Unmasked Estep 
Score: -26769348.000000 Penalty: 6084.288574
	Iteration 2Q: 3 clusters Score -2.676935e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107560 members 
Mstep: Class 2 contains 104943 members 
Entering Unmasked Estep 
Score: -26770182.000000 Penalty: 6084.288574
	Iteration 3Q: 3 clusters Score -2.677018e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108150 members 
Mstep: Class 2 contains 104353 members 
Entering Unmasked Estep 
Score: -26771210.000000 Penalty: 6084.288574
	Iteration 4Q: 3 clusters Score -2.677121e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108984 members 
Mstep: Class 2 contains 103519 members 
Entering Unmasked Estep 
Score: -26772466.000000 Penalty: 6084.288574
	Iteration 5Q: 3 clusters Score -2.677247e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110208 members 
Mstep: Class 2 contains 102295 members 
Entering Unmasked Estep 
Score: -26773930.000000 Penalty: 6084.288574
	Iteration 6Q: 3 clusters Score -2.677393e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112225 members 
Mstep: Class 2 contains 100278 members 
Entering Unmasked Estep 
Score: -26775804.000000 Penalty: 6084.288574
	Iteration 7Q: 3 clusters Score -2.67758e+07 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115390 members 
Mstep: Class 2 contains 97113 members 
Entering Unmasked Estep 
Score: -26778774.000000 Penalty: 6084.288574
	Iteration 8Q: 3 clusters Score -2.677877e+07 nChanged 9153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120003 members 
Mstep: Class 2 contains 92500 members 
Entering Unmasked Estep 
Score: -26783378.000000 Penalty: 6084.288574
	Iteration 9Q: 3 clusters Score -2.678338e+07 nChanged 10991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125998 members 
Mstep: Class 2 contains 86505 members 
Entering Unmasked Estep 
Score: -26790398.000000 Penalty: 6084.288574
	Iteration 10F: 3 clusters Score -2.67904e+07 nChanged 12383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132549 members 
Mstep: Class 2 contains 79954 members 
Entering Unmasked Estep 
Score: -26799128.000000 Penalty: 6084.288574
	Iteration 11F: 3 clusters Score -2.679913e+07 nChanged 12262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138541 members 
Mstep: Class 2 contains 73962 members 
Entering Unmasked Estep 
Score: -26807554.000000 Penalty: 6084.288574
	Iteration 12F: 3 clusters Score -2.680755e+07 nChanged 10272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143429 members 
Mstep: Class 2 contains 69074 members 
Entering Unmasked Estep 
Score: -26812536.000000 Penalty: 6084.288574
	Iteration 13Q: 3 clusters Score -2.681254e+07 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147598 members 
Mstep: Class 2 contains 64905 members 
Entering Unmasked Estep 
Score: -26815064.000000 Penalty: 6084.288574
	Iteration 14Q: 3 clusters Score -2.681506e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151762 members 
Mstep: Class 2 contains 60741 members 
Entering Unmasked Estep 
Score: -26816646.000000 Penalty: 6084.288574
	Iteration 15Q: 3 clusters Score -2.681665e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156071 members 
Mstep: Class 2 contains 56432 members 
Entering Unmasked Estep 
Score: -26818050.000000 Penalty: 6084.288574
	Iteration 16Q: 3 clusters Score -2.681805e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160416 members 
Mstep: Class 2 contains 52087 members 
Entering Unmasked Estep 
Score: -26819404.000000 Penalty: 6084.288574
	Iteration 17Q: 3 clusters Score -2.68194e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164893 members 
Mstep: Class 2 contains 47610 members 
Entering Unmasked Estep 
Score: -26821204.000000 Penalty: 6084.288574
	Iteration 18Q: 3 clusters Score -2.68212e+07 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169499 members 
Mstep: Class 2 contains 43004 members 
Entering Unmasked Estep 
Score: -26822776.000000 Penalty: 6084.288574
	Iteration 19Q: 3 clusters Score -2.682278e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174161 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -26824722.000000 Penalty: 6084.288574
	Iteration 20F: 3 clusters Score -2.682472e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178745 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -26826878.000000 Penalty: 6084.288574
	Iteration 21Q: 3 clusters Score -2.682688e+07 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183299 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
Score: -26829048.000000 Penalty: 6084.288574
	Iteration 22Q: 3 clusters Score -2.682905e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187592 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -26830780.000000 Penalty: 6084.288574
	Iteration 23Q: 3 clusters Score -2.683078e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191534 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -26832890.000000 Penalty: 6084.288574
	Iteration 24Q: 3 clusters Score -2.683289e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195191 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -26834772.000000 Penalty: 6084.288574
	Iteration 25Q: 3 clusters Score -2.683477e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198406 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -26836180.000000 Penalty: 6084.288574
	Iteration 26Q: 3 clusters Score -2.683618e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201100 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -26837360.000000 Penalty: 6084.288574
	Iteration 27Q: 3 clusters Score -2.683736e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203512 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -26838454.000000 Penalty: 6084.288574
	Iteration 28Q: 3 clusters Score -2.683845e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205482 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -26839302.000000 Penalty: 6084.288574
	Iteration 29Q: 3 clusters Score -2.68393e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207046 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -26839946.000000 Penalty: 6084.288574
	Iteration 30Q: 3 clusters Score -2.683995e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208195 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -26840344.000000 Penalty: 6084.288574
	Iteration 31Q: 3 clusters Score -2.684034e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209077 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -26840730.000000 Penalty: 6084.288574
	Iteration 32Q: 3 clusters Score -2.684073e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209714 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -26840900.000000 Penalty: 6084.288574
	Iteration 33Q: 3 clusters Score -2.68409e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210177 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -26840986.000000 Penalty: 6084.288574
	Iteration 34Q: 3 clusters Score -2.684099e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210515 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -26840962.000000 Penalty: 6084.288574
	Iteration 35Q: 3 clusters Score -2.684096e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210790 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -26841048.000000 Penalty: 6084.288574
	Iteration 36Q: 3 clusters Score -2.684105e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211017 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -26841142.000000 Penalty: 6084.288574
	Iteration 37Q: 3 clusters Score -2.684114e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211186 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -26841238.000000 Penalty: 6084.288574
	Iteration 38Q: 3 clusters Score -2.684124e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211311 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -26841328.000000 Penalty: 6084.288574
	Iteration 39Q: 3 clusters Score -2.684133e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211388 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -26841356.000000 Penalty: 6084.288574
	Iteration 40F: 3 clusters Score -2.684136e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211444 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -26841356.000000 Penalty: 6084.288574
	Iteration 41Q: 3 clusters Score -2.684136e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211487 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -26841370.000000 Penalty: 6084.288574
	Iteration 42Q: 3 clusters Score -2.684137e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211522 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -26841380.000000 Penalty: 6084.288574
	Iteration 43Q: 3 clusters Score -2.684138e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211542 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -26841366.000000 Penalty: 6084.288574
	Iteration 44Q: 3 clusters Score -2.684137e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211557 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -26841368.000000 Penalty: 6084.288574
	Iteration 45Q: 3 clusters Score -2.684137e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211574 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -26841374.000000 Penalty: 6084.288574
	Iteration 46Q: 3 clusters Score -2.684137e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211589 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -26841354.000000 Penalty: 6084.288574
	Iteration 47Q: 3 clusters Score -2.684135e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211596 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -26841344.000000 Penalty: 6084.288574
	Iteration 48Q: 3 clusters Score -2.684134e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211602 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -26841360.000000 Penalty: 6084.288574
	Iteration 49Q: 3 clusters Score -2.684136e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211610 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -26841350.000000 Penalty: 6084.288574
	Iteration 50Q: 3 clusters Score -2.684135e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211616 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -26841338.000000 Penalty: 6084.288574
	Iteration 51Q: 3 clusters Score -2.684134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211620 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -26841354.000000 Penalty: 6084.288574
	Iteration 52Q: 3 clusters Score -2.684135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211624 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -26841348.000000 Penalty: 6084.288574
	Iteration 53Q: 3 clusters Score -2.684135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211628 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -26841366.000000 Penalty: 6084.288574
	Iteration 54Q: 3 clusters Score -2.684137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211631 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -26841376.000000 Penalty: 6084.288574
	Iteration 55Q: 3 clusters Score -2.684138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211633 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -26841388.000000 Penalty: 6084.288574
	Iteration 56Q: 3 clusters Score -2.684139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211633 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -26841364.000000 Penalty: 6084.288574
	Iteration 57Q: 3 clusters Score -2.684136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211633 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -26841364.000000 Penalty: 6084.288574
	Iteration 58F: 3 clusters Score -2.684136e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Entering Unmasked Estep 
Score: -295490.000000 Penalty: 1923.323975
	Iteration 0F: 2 clusters Score -295490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -292615.843750 Penalty: 3846.647949
	Iteration 0F: 3 clusters Score -292615.8 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -293147.656250 Penalty: 3846.647949
	Iteration 1F: 3 clusters Score -293147.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -293267.031250 Penalty: 3846.647949
	Iteration 2F: 3 clusters Score -293267 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -293328.500000 Penalty: 3846.647949
	Iteration 3Q: 3 clusters Score -293328.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -293375.156250 Penalty: 3846.647949
	Iteration 4Q: 3 clusters Score -293375.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -293402.000000 Penalty: 3846.647949
	Iteration 5Q: 3 clusters Score -293402 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -293423.843750 Penalty: 3846.647949
	Iteration 6Q: 3 clusters Score -293423.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -293441.156250 Penalty: 3846.647949
	Iteration 7Q: 3 clusters Score -293441.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -293460.843750 Penalty: 3846.647949
	Iteration 8Q: 3 clusters Score -293460.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -293475.625000 Penalty: 3846.647949
	Iteration 9Q: 3 clusters Score -293475.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -293489.625000 Penalty: 3846.647949
	Iteration 10Q: 3 clusters Score -293489.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -293499.593750 Penalty: 3846.647949
	Iteration 11Q: 3 clusters Score -293499.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -293507.343750 Penalty: 3846.647949
	Iteration 12Q: 3 clusters Score -293507.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -293514.187500 Penalty: 3846.647949
	Iteration 13Q: 3 clusters Score -293514.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -293519.906250 Penalty: 3846.647949
	Iteration 14Q: 3 clusters Score -293519.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -293525.437500 Penalty: 3846.647949
	Iteration 15Q: 3 clusters Score -293525.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -293532.843750 Penalty: 3846.647949
	Iteration 16Q: 3 clusters Score -293532.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -293540.375000 Penalty: 3846.647949
	Iteration 17Q: 3 clusters Score -293540.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -293545.218750 Penalty: 3846.647949
	Iteration 18Q: 3 clusters Score -293545.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -293548.968750 Penalty: 3846.647949
	Iteration 19Q: 3 clusters Score -293549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -293551.812500 Penalty: 3846.647949
	Iteration 20F: 3 clusters Score -293551.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -293559.437500 Penalty: 3846.647949
	Iteration 21Q: 3 clusters Score -293559.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -293567.500000 Penalty: 3846.647949
	Iteration 22Q: 3 clusters Score -293567.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -293573.812500 Penalty: 3846.647949
	Iteration 23Q: 3 clusters Score -293573.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -293584.031250 Penalty: 3846.647949
	Iteration 24Q: 3 clusters Score -293584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -293594.875000 Penalty: 3846.647949
	Iteration 25Q: 3 clusters Score -293594.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -293605.656250 Penalty: 3846.647949
	Iteration 26Q: 3 clusters Score -293605.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -293615.531250 Penalty: 3846.647949
	Iteration 27Q: 3 clusters Score -293615.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -293622.812500 Penalty: 3846.647949
	Iteration 28Q: 3 clusters Score -293622.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -293628.218750 Penalty: 3846.647949
	Iteration 29Q: 3 clusters Score -293628.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -293631.531250 Penalty: 3846.647949
	Iteration 30Q: 3 clusters Score -293631.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -293633.500000 Penalty: 3846.647949
	Iteration 31Q: 3 clusters Score -293633.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -293635.781250 Penalty: 3846.647949
	Iteration 32Q: 3 clusters Score -293635.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -293639.812500 Penalty: 3846.647949
	Iteration 33Q: 3 clusters Score -293639.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -293641.687500 Penalty: 3846.647949
	Iteration 34Q: 3 clusters Score -293641.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -293643.000000 Penalty: 3846.647949
	Iteration 35Q: 3 clusters Score -293643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -293643.000000 Penalty: 3846.647949
	Iteration 36F: 3 clusters Score -293643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Entering Unmasked Estep 
Score: -407764.562500 Penalty: 2001.119141
	Iteration 0F: 2 clusters Score -407764.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -404398.406250 Penalty: 4002.238281
	Iteration 0F: 3 clusters Score -404398.4 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -405158.468750 Penalty: 4002.238281
	Iteration 1F: 3 clusters Score -405158.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -405429.781250 Penalty: 4002.238281
	Iteration 2F: 3 clusters Score -405429.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -405630.500000 Penalty: 4002.238281
	Iteration 3F: 3 clusters Score -405630.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -405860.250000 Penalty: 4002.238281
	Iteration 4F: 3 clusters Score -405860.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -406142.687500 Penalty: 4002.238281
	Iteration 5F: 3 clusters Score -406142.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -406459.187500 Penalty: 4002.238281
	Iteration 6F: 3 clusters Score -406459.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -406774.406250 Penalty: 4002.238281
	Iteration 7F: 3 clusters Score -406774.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -407072.437500 Penalty: 4002.238281
	Iteration 8F: 3 clusters Score -407072.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -407267.500000 Penalty: 4002.238281
	Iteration 9Q: 3 clusters Score -407267.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -407410.218750 Penalty: 4002.238281
	Iteration 10Q: 3 clusters Score -407410.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -407506.781250 Penalty: 4002.238281
	Iteration 11Q: 3 clusters Score -407506.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -407541.937500 Penalty: 4002.238281
	Iteration 12Q: 3 clusters Score -407541.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -407559.281250 Penalty: 4002.238281
	Iteration 13Q: 3 clusters Score -407559.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -407567.312500 Penalty: 4002.238281
	Iteration 14Q: 3 clusters Score -407567.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -407571.093750 Penalty: 4002.238281
	Iteration 15Q: 3 clusters Score -407571.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -407572.781250 Penalty: 4002.238281
	Iteration 16Q: 3 clusters Score -407572.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -407572.781250 Penalty: 4002.238281
	Iteration 17F: 3 clusters Score -407572.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -42846.613281 Penalty: 1472.509033
	Iteration 0F: 2 clusters Score -42846.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -41473.257812 Penalty: 2945.018066
	Iteration 0F: 3 clusters Score -41473.26 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -41597.820312 Penalty: 2945.018066
	Iteration 1F: 3 clusters Score -41597.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -41662.152344 Penalty: 2945.018066
	Iteration 2F: 3 clusters Score -41662.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -41698.023438 Penalty: 2945.018066
	Iteration 3Q: 3 clusters Score -41698.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -41710.878906 Penalty: 2945.018066
	Iteration 4Q: 3 clusters Score -41710.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41717.378906 Penalty: 2945.018066
	Iteration 5Q: 3 clusters Score -41717.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -41719.609375 Penalty: 2945.018066
	Iteration 6Q: 3 clusters Score -41719.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -41719.609375 Penalty: 2945.018066
	Iteration 7F: 3 clusters Score -41719.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -40534.386719 Penalty: 1478.967651
	Iteration 0F: 2 clusters Score -40534.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -39163.050781 Penalty: 2957.935303
	Iteration 0F: 3 clusters Score -39163.05 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -39334.304688 Penalty: 2957.935303
	Iteration 1F: 3 clusters Score -39334.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -39428.421875 Penalty: 2957.935303
	Iteration 2F: 3 clusters Score -39428.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -39472.042969 Penalty: 2957.935303
	Iteration 3Q: 3 clusters Score -39472.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -39520.691406 Penalty: 2957.935303
	Iteration 4Q: 3 clusters Score -39520.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -39550.675781 Penalty: 2957.935303
	Iteration 5Q: 3 clusters Score -39550.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -39579.984375 Penalty: 2957.935303
	Iteration 6Q: 3 clusters Score -39579.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -39587.894531 Penalty: 2957.935303
	Iteration 7Q: 3 clusters Score -39587.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -39595.773438 Penalty: 2957.935303
	Iteration 8Q: 3 clusters Score -39595.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -39598.472656 Penalty: 2957.935303
	Iteration 9Q: 3 clusters Score -39598.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -39610.808594 Penalty: 2957.935303
	Iteration 10Q: 3 clusters Score -39610.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -39610.808594 Penalty: 2957.935303
	Iteration 11F: 3 clusters Score -39610.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -38436.828125 Penalty: 1472.509033
	Iteration 0F: 2 clusters Score -38436.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -37023.792969 Penalty: 2945.018066
	Iteration 0F: 3 clusters Score -37023.79 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -37173.546875 Penalty: 2945.018066
	Iteration 1F: 3 clusters Score -37173.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -37220.074219 Penalty: 2945.018066
	Iteration 2Q: 3 clusters Score -37220.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -37237.718750 Penalty: 2945.018066
	Iteration 3Q: 3 clusters Score -37237.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -37244.378906 Penalty: 2945.018066
	Iteration 4Q: 3 clusters Score -37244.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -37244.378906 Penalty: 2945.018066
	Iteration 5F: 3 clusters Score -37244.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Entering Unmasked Estep 
Score: -990202.812500 Penalty: 2220.983154
	Iteration 0F: 2 clusters Score -990202.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -983895.687500 Penalty: 4441.966309
	Iteration 0F: 3 clusters Score -983895.7 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -985588.875000 Penalty: 4441.966309
	Iteration 1F: 3 clusters Score -985588.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -985837.250000 Penalty: 4441.966309
	Iteration 2F: 3 clusters Score -985837.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -986017.312500 Penalty: 4441.966309
	Iteration 3Q: 3 clusters Score -986017.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -986166.687500 Penalty: 4441.966309
	Iteration 4Q: 3 clusters Score -986166.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -986303.125000 Penalty: 4441.966309
	Iteration 5Q: 3 clusters Score -986303.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -986436.125000 Penalty: 4441.966309
	Iteration 6Q: 3 clusters Score -986436.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -986567.687500 Penalty: 4441.966309
	Iteration 7Q: 3 clusters Score -986567.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -986711.000000 Penalty: 4441.966309
	Iteration 8Q: 3 clusters Score -986711 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -986860.437500 Penalty: 4441.966309
	Iteration 9Q: 3 clusters Score -986860.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -987024.000000 Penalty: 4441.966309
	Iteration 10Q: 3 clusters Score -987024 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -987222.750000 Penalty: 4441.966309
	Iteration 11Q: 3 clusters Score -987222.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -987407.812500 Penalty: 4441.966309
	Iteration 12Q: 3 clusters Score -987407.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -987586.125000 Penalty: 4441.966309
	Iteration 13Q: 3 clusters Score -987586.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -987735.000000 Penalty: 4441.966309
	Iteration 14Q: 3 clusters Score -987735 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -987849.562500 Penalty: 4441.966309
	Iteration 15Q: 3 clusters Score -987849.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -987928.375000 Penalty: 4441.966309
	Iteration 16Q: 3 clusters Score -987928.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -987984.937500 Penalty: 4441.966309
	Iteration 17Q: 3 clusters Score -987984.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -988041.937500 Penalty: 4441.966309
	Iteration 18Q: 3 clusters Score -988041.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -988112.812500 Penalty: 4441.966309
	Iteration 19Q: 3 clusters Score -988112.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -988176.750000 Penalty: 4441.966309
	Iteration 20F: 3 clusters Score -988176.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -988256.750000 Penalty: 4441.966309
	Iteration 21Q: 3 clusters Score -988256.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -988335.687500 Penalty: 4441.966309
	Iteration 22Q: 3 clusters Score -988335.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -988377.500000 Penalty: 4441.966309
	Iteration 23Q: 3 clusters Score -988377.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -988413.125000 Penalty: 4441.966309
	Iteration 24Q: 3 clusters Score -988413.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -988445.500000 Penalty: 4441.966309
	Iteration 25Q: 3 clusters Score -988445.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -988469.312500 Penalty: 4441.966309
	Iteration 26Q: 3 clusters Score -988469.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -988483.562500 Penalty: 4441.966309
	Iteration 27Q: 3 clusters Score -988483.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -988497.312500 Penalty: 4441.966309
	Iteration 28Q: 3 clusters Score -988497.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -988503.937500 Penalty: 4441.966309
	Iteration 29Q: 3 clusters Score -988503.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -988509.312500 Penalty: 4441.966309
	Iteration 30Q: 3 clusters Score -988509.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -988518.312500 Penalty: 4441.966309
	Iteration 31Q: 3 clusters Score -988518.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -988520.875000 Penalty: 4441.966309
	Iteration 32Q: 3 clusters Score -988520.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -988526.937500 Penalty: 4441.966309
	Iteration 33Q: 3 clusters Score -988526.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -988529.500000 Penalty: 4441.966309
	Iteration 34Q: 3 clusters Score -988529.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -988533.375000 Penalty: 4441.966309
	Iteration 35Q: 3 clusters Score -988533.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -988536.062500 Penalty: 4441.966309
	Iteration 36Q: 3 clusters Score -988536.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -988539.625000 Penalty: 4441.966309
	Iteration 37Q: 3 clusters Score -988539.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -988541.562500 Penalty: 4441.966309
	Iteration 38Q: 3 clusters Score -988541.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -988545.312500 Penalty: 4441.966309
	Iteration 39Q: 3 clusters Score -988545.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -988548.625000 Penalty: 4441.966309
	Iteration 40F: 3 clusters Score -988548.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -988557.250000 Penalty: 4441.966309
	Iteration 41Q: 3 clusters Score -988557.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -988560.062500 Penalty: 4441.966309
	Iteration 42Q: 3 clusters Score -988560.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -988560.250000 Penalty: 4441.966309
	Iteration 43Q: 3 clusters Score -988560.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -988560.937500 Penalty: 4441.966309
	Iteration 44Q: 3 clusters Score -988560.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -988563.937500 Penalty: 4441.966309
	Iteration 45Q: 3 clusters Score -988563.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -988563.937500 Penalty: 4441.966309
	Iteration 46F: 3 clusters Score -988563.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -28320.541016 Penalty: 1391.149048
	Iteration 0F: 2 clusters Score -28320.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27069.287109 Penalty: 2782.298096
	Iteration 0F: 3 clusters Score -27069.29 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27187.099609 Penalty: 2782.298096
	Iteration 1F: 3 clusters Score -27187.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27201.007812 Penalty: 2782.298096
	Iteration 2Q: 3 clusters Score -27201.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27210.162109 Penalty: 2782.298096
	Iteration 3Q: 3 clusters Score -27210.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27213.037109 Penalty: 2782.298096
	Iteration 4Q: 3 clusters Score -27213.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27213.037109 Penalty: 2782.298096
	Iteration 5F: 3 clusters Score -27213.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Entering Unmasked Estep 
Score: -161191.828125 Penalty: 1775.504395
	Iteration 0F: 2 clusters Score -161191.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -159040.625000 Penalty: 3551.008789
	Iteration 0F: 3 clusters Score -159040.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -159303.062500 Penalty: 3551.008789
	Iteration 1F: 3 clusters Score -159303.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -159382.140625 Penalty: 3551.008789
	Iteration 2F: 3 clusters Score -159382.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -159421.218750 Penalty: 3551.008789
	Iteration 3Q: 3 clusters Score -159421.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -159443.734375 Penalty: 3551.008789
	Iteration 4Q: 3 clusters Score -159443.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -159455.828125 Penalty: 3551.008789
	Iteration 5Q: 3 clusters Score -159455.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -159463.828125 Penalty: 3551.008789
	Iteration 6Q: 3 clusters Score -159463.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -159469.734375 Penalty: 3551.008789
	Iteration 7Q: 3 clusters Score -159469.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -159474.578125 Penalty: 3551.008789
	Iteration 8Q: 3 clusters Score -159474.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -159479.328125 Penalty: 3551.008789
	Iteration 9Q: 3 clusters Score -159479.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -159480.328125 Penalty: 3551.008789
	Iteration 10Q: 3 clusters Score -159480.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -159482.625000 Penalty: 3551.008789
	Iteration 11Q: 3 clusters Score -159482.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -159483.734375 Penalty: 3551.008789
	Iteration 12Q: 3 clusters Score -159483.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -159483.734375 Penalty: 3551.008789
	Iteration 13F: 3 clusters Score -159483.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Entering Unmasked Estep 
Score: -657306.187500 Penalty: 2115.956299
	Iteration 0F: 2 clusters Score -657306.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -652751.937500 Penalty: 4231.912598
	Iteration 0F: 3 clusters Score -652751.9 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -653803.625000 Penalty: 4231.912598
	Iteration 1F: 3 clusters Score -653803.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -653994.625000 Penalty: 4231.912598
	Iteration 2F: 3 clusters Score -653994.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -654109.687500 Penalty: 4231.912598
	Iteration 3Q: 3 clusters Score -654109.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -654194.000000 Penalty: 4231.912598
	Iteration 4Q: 3 clusters Score -654194 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -654262.250000 Penalty: 4231.912598
	Iteration 5Q: 3 clusters Score -654262.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -654313.437500 Penalty: 4231.912598
	Iteration 6Q: 3 clusters Score -654313.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -654363.000000 Penalty: 4231.912598
	Iteration 7Q: 3 clusters Score -654363 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -654400.562500 Penalty: 4231.912598
	Iteration 8Q: 3 clusters Score -654400.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -654446.562500 Penalty: 4231.912598
	Iteration 9Q: 3 clusters Score -654446.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -654478.062500 Penalty: 4231.912598
	Iteration 10Q: 3 clusters Score -654478.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -654504.250000 Penalty: 4231.912598
	Iteration 11Q: 3 clusters Score -654504.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -654541.375000 Penalty: 4231.912598
	Iteration 12Q: 3 clusters Score -654541.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -654591.750000 Penalty: 4231.912598
	Iteration 13Q: 3 clusters Score -654591.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -654646.687500 Penalty: 4231.912598
	Iteration 14Q: 3 clusters Score -654646.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -654711.062500 Penalty: 4231.912598
	Iteration 15Q: 3 clusters Score -654711.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -654775.062500 Penalty: 4231.912598
	Iteration 16Q: 3 clusters Score -654775.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -654836.500000 Penalty: 4231.912598
	Iteration 17Q: 3 clusters Score -654836.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -654903.062500 Penalty: 4231.912598
	Iteration 18Q: 3 clusters Score -654903.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -654975.937500 Penalty: 4231.912598
	Iteration 19Q: 3 clusters Score -654975.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -655034.000000 Penalty: 4231.912598
	Iteration 20F: 3 clusters Score -655034 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -655079.812500 Penalty: 4231.912598
	Iteration 21Q: 3 clusters Score -655079.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -655118.750000 Penalty: 4231.912598
	Iteration 22Q: 3 clusters Score -655118.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -655154.062500 Penalty: 4231.912598
	Iteration 23Q: 3 clusters Score -655154.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -655185.937500 Penalty: 4231.912598
	Iteration 24Q: 3 clusters Score -655185.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -655220.875000 Penalty: 4231.912598
	Iteration 25Q: 3 clusters Score -655220.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -655248.437500 Penalty: 4231.912598
	Iteration 26Q: 3 clusters Score -655248.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -655263.562500 Penalty: 4231.912598
	Iteration 27Q: 3 clusters Score -655263.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -655281.750000 Penalty: 4231.912598
	Iteration 28Q: 3 clusters Score -655281.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -655303.062500 Penalty: 4231.912598
	Iteration 29Q: 3 clusters Score -655303.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -655326.250000 Penalty: 4231.912598
	Iteration 30Q: 3 clusters Score -655326.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -655345.000000 Penalty: 4231.912598
	Iteration 31Q: 3 clusters Score -655345 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -655358.062500 Penalty: 4231.912598
	Iteration 32Q: 3 clusters Score -655358.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -655371.750000 Penalty: 4231.912598
	Iteration 33Q: 3 clusters Score -655371.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -655375.687500 Penalty: 4231.912598
	Iteration 34Q: 3 clusters Score -655375.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -655383.437500 Penalty: 4231.912598
	Iteration 35Q: 3 clusters Score -655383.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -655388.437500 Penalty: 4231.912598
	Iteration 36Q: 3 clusters Score -655388.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -655390.437500 Penalty: 4231.912598
	Iteration 37Q: 3 clusters Score -655390.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -655393.500000 Penalty: 4231.912598
	Iteration 38Q: 3 clusters Score -655393.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -655396.625000 Penalty: 4231.912598
	Iteration 39Q: 3 clusters Score -655396.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -655397.812500 Penalty: 4231.912598
	Iteration 40F: 3 clusters Score -655397.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -655402.062500 Penalty: 4231.912598
	Iteration 41Q: 3 clusters Score -655402.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -655407.375000 Penalty: 4231.912598
	Iteration 42Q: 3 clusters Score -655407.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -655411.687500 Penalty: 4231.912598
	Iteration 43Q: 3 clusters Score -655411.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -655414.437500 Penalty: 4231.912598
	Iteration 44Q: 3 clusters Score -655414.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -655416.812500 Penalty: 4231.912598
	Iteration 45Q: 3 clusters Score -655416.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -655419.375000 Penalty: 4231.912598
	Iteration 46Q: 3 clusters Score -655419.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -655420.187500 Penalty: 4231.912598
	Iteration 47Q: 3 clusters Score -655420.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -655421.812500 Penalty: 4231.912598
	Iteration 48Q: 3 clusters Score -655421.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -655424.500000 Penalty: 4231.912598
	Iteration 49Q: 3 clusters Score -655424.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -655429.250000 Penalty: 4231.912598
	Iteration 50Q: 3 clusters Score -655429.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -655432.187500 Penalty: 4231.912598
	Iteration 51Q: 3 clusters Score -655432.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -655437.375000 Penalty: 4231.912598
	Iteration 52Q: 3 clusters Score -655437.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -655440.750000 Penalty: 4231.912598
	Iteration 53Q: 3 clusters Score -655440.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -655443.187500 Penalty: 4231.912598
	Iteration 54Q: 3 clusters Score -655443.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -655444.437500 Penalty: 4231.912598
	Iteration 55Q: 3 clusters Score -655444.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -655445.750000 Penalty: 4231.912598
	Iteration 56Q: 3 clusters Score -655445.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -655448.687500 Penalty: 4231.912598
	Iteration 57Q: 3 clusters Score -655448.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -655451.000000 Penalty: 4231.912598
	Iteration 58Q: 3 clusters Score -655451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -655454.812500 Penalty: 4231.912598
	Iteration 59Q: 3 clusters Score -655454.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -655461.125000 Penalty: 4231.912598
	Iteration 60F: 3 clusters Score -655461.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -655466.375000 Penalty: 4231.912598
	Iteration 61Q: 3 clusters Score -655466.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -655466.375000 Penalty: 4231.912598
	Iteration 62Q: 3 clusters Score -655466.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -655467.562500 Penalty: 4231.912598
	Iteration 63Q: 3 clusters Score -655467.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -655471.375000 Penalty: 4231.912598
	Iteration 64Q: 3 clusters Score -655471.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -655472.562500 Penalty: 4231.912598
	Iteration 65Q: 3 clusters Score -655472.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -655473.875000 Penalty: 4231.912598
	Iteration 66Q: 3 clusters Score -655473.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -655475.562500 Penalty: 4231.912598
	Iteration 67Q: 3 clusters Score -655475.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -655475.562500 Penalty: 4231.912598
	Iteration 68F: 3 clusters Score -655475.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (102588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102588 members 
Entering Unmasked Estep 
Score: -13169141.000000 Penalty: 2861.541992
	Iteration 0F: 2 clusters Score -1.316914e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51286 members 
Mstep: Class 2 contains 51302 members 
Entering Unmasked Estep 
Score: -13100376.000000 Penalty: 5723.083984
	Iteration 0F: 3 clusters Score -1.310038e+07 nChanged 48563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51683 members 
Mstep: Class 2 contains 50905 members 
Entering Unmasked Estep 
Score: -13128087.000000 Penalty: 5723.083984
	Iteration 1F: 3 clusters Score -1.312809e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51919 members 
Mstep: Class 2 contains 50669 members 
Entering Unmasked Estep 
Score: -13128786.000000 Penalty: 5723.083984
	Iteration 2Q: 3 clusters Score -1.312879e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52262 members 
Mstep: Class 2 contains 50326 members 
Entering Unmasked Estep 
Score: -13129587.000000 Penalty: 5723.083984
	Iteration 3Q: 3 clusters Score -1.312959e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52737 members 
Mstep: Class 2 contains 49851 members 
Entering Unmasked Estep 
Score: -13130427.000000 Penalty: 5723.083984
	Iteration 4Q: 3 clusters Score -1.313043e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53360 members 
Mstep: Class 2 contains 49228 members 
Entering Unmasked Estep 
Score: -13131552.000000 Penalty: 5723.083984
	Iteration 5Q: 3 clusters Score -1.313155e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54215 members 
Mstep: Class 2 contains 48373 members 
Entering Unmasked Estep 
Score: -13133146.000000 Penalty: 5723.083984
	Iteration 6Q: 3 clusters Score -1.313315e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55081 members 
Mstep: Class 2 contains 47507 members 
Entering Unmasked Estep 
Score: -13135229.000000 Penalty: 5723.083984
	Iteration 7Q: 3 clusters Score -1.313523e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56117 members 
Mstep: Class 2 contains 46471 members 
Entering Unmasked Estep 
Score: -13137830.000000 Penalty: 5723.083984
	Iteration 8Q: 3 clusters Score -1.313783e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57174 members 
Mstep: Class 2 contains 45414 members 
Entering Unmasked Estep 
Score: -13140751.000000 Penalty: 5723.083984
	Iteration 9F: 3 clusters Score -1.314075e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58118 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
Score: -13144204.000000 Penalty: 5723.083984
	Iteration 10F: 3 clusters Score -1.31442e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58719 members 
Mstep: Class 2 contains 43869 members 
Entering Unmasked Estep 
Score: -13147808.000000 Penalty: 5723.083984
	Iteration 11F: 3 clusters Score -1.314781e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59174 members 
Mstep: Class 2 contains 43414 members 
Entering Unmasked Estep 
Score: -13150861.000000 Penalty: 5723.083984
	Iteration 12F: 3 clusters Score -1.315086e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59546 members 
Mstep: Class 2 contains 43042 members 
Entering Unmasked Estep 
Score: -13152577.000000 Penalty: 5723.083984
	Iteration 13Q: 3 clusters Score -1.315258e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60050 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -13153448.000000 Penalty: 5723.083984
	Iteration 14Q: 3 clusters Score -1.315345e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60642 members 
Mstep: Class 2 contains 41946 members 
Entering Unmasked Estep 
Score: -13153944.000000 Penalty: 5723.083984
	Iteration 15Q: 3 clusters Score -1.315394e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61352 members 
Mstep: Class 2 contains 41236 members 
Entering Unmasked Estep 
Score: -13154391.000000 Penalty: 5723.083984
	Iteration 16Q: 3 clusters Score -1.315439e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62144 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -13154811.000000 Penalty: 5723.083984
	Iteration 17Q: 3 clusters Score -1.315481e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63032 members 
Mstep: Class 2 contains 39556 members 
Entering Unmasked Estep 
Score: -13155173.000000 Penalty: 5723.083984
	Iteration 18Q: 3 clusters Score -1.315517e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64029 members 
Mstep: Class 2 contains 38559 members 
Entering Unmasked Estep 
Score: -13155493.000000 Penalty: 5723.083984
	Iteration 19Q: 3 clusters Score -1.315549e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65111 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -13155881.000000 Penalty: 5723.083984
	Iteration 20F: 3 clusters Score -1.315588e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66326 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -13156308.000000 Penalty: 5723.083984
	Iteration 21Q: 3 clusters Score -1.315631e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67674 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -13156771.000000 Penalty: 5723.083984
	Iteration 22Q: 3 clusters Score -1.315677e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69159 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -13157367.000000 Penalty: 5723.083984
	Iteration 23Q: 3 clusters Score -1.315737e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70673 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -13157957.000000 Penalty: 5723.083984
	Iteration 24Q: 3 clusters Score -1.315796e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72358 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -13158641.000000 Penalty: 5723.083984
	Iteration 25Q: 3 clusters Score -1.315864e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74124 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -13159444.000000 Penalty: 5723.083984
	Iteration 26Q: 3 clusters Score -1.315944e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75924 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -13160356.000000 Penalty: 5723.083984
	Iteration 27Q: 3 clusters Score -1.316036e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77686 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -13161254.000000 Penalty: 5723.083984
	Iteration 28Q: 3 clusters Score -1.316125e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79394 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -13162238.000000 Penalty: 5723.083984
	Iteration 29Q: 3 clusters Score -1.316224e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81002 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -13163171.000000 Penalty: 5723.083984
	Iteration 30Q: 3 clusters Score -1.316317e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82483 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -13164006.000000 Penalty: 5723.083984
	Iteration 31Q: 3 clusters Score -1.316401e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83810 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -13164745.000000 Penalty: 5723.083984
	Iteration 32Q: 3 clusters Score -1.316474e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85001 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -13165268.000000 Penalty: 5723.083984
	Iteration 33Q: 3 clusters Score -1.316527e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86056 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -13165667.000000 Penalty: 5723.083984
	Iteration 34Q: 3 clusters Score -1.316567e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86945 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -13165987.000000 Penalty: 5723.083984
	Iteration 35Q: 3 clusters Score -1.316599e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87714 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -13166200.000000 Penalty: 5723.083984
	Iteration 36Q: 3 clusters Score -1.31662e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88376 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -13166358.000000 Penalty: 5723.083984
	Iteration 37Q: 3 clusters Score -1.316636e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88964 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -13166518.000000 Penalty: 5723.083984
	Iteration 38Q: 3 clusters Score -1.316652e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89485 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -13166623.000000 Penalty: 5723.083984
	Iteration 39Q: 3 clusters Score -1.316662e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89926 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -13166729.000000 Penalty: 5723.083984
	Iteration 40F: 3 clusters Score -1.316673e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90314 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -13166826.000000 Penalty: 5723.083984
	Iteration 41Q: 3 clusters Score -1.316683e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90656 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -13166838.000000 Penalty: 5723.083984
	Iteration 42Q: 3 clusters Score -1.316684e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90954 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -13166854.000000 Penalty: 5723.083984
	Iteration 43Q: 3 clusters Score -1.316685e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91227 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -13166869.000000 Penalty: 5723.083984
	Iteration 44Q: 3 clusters Score -1.316687e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91441 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -13166883.000000 Penalty: 5723.083984
	Iteration 45Q: 3 clusters Score -1.316688e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91642 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -13166890.000000 Penalty: 5723.083984
	Iteration 46Q: 3 clusters Score -1.316689e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -13166923.000000 Penalty: 5723.083984
	Iteration 47Q: 3 clusters Score -1.316692e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92035 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -13166939.000000 Penalty: 5723.083984
	Iteration 48Q: 3 clusters Score -1.316694e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92206 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -13166932.000000 Penalty: 5723.083984
	Iteration 49Q: 3 clusters Score -1.316693e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92374 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -13166969.000000 Penalty: 5723.083984
	Iteration 50Q: 3 clusters Score -1.316697e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92543 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -13167027.000000 Penalty: 5723.083984
	Iteration 51Q: 3 clusters Score -1.316703e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92707 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -13167054.000000 Penalty: 5723.083984
	Iteration 52Q: 3 clusters Score -1.316705e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92854 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -13167079.000000 Penalty: 5723.083984
	Iteration 53Q: 3 clusters Score -1.316708e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92978 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -13167099.000000 Penalty: 5723.083984
	Iteration 54Q: 3 clusters Score -1.31671e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93081 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -13167076.000000 Penalty: 5723.083984
	Iteration 55Q: 3 clusters Score -1.316708e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93169 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -13167088.000000 Penalty: 5723.083984
	Iteration 56Q: 3 clusters Score -1.316709e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93241 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -13167089.000000 Penalty: 5723.083984
	Iteration 57Q: 3 clusters Score -1.316709e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93313 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -13167116.000000 Penalty: 5723.083984
	Iteration 58Q: 3 clusters Score -1.316712e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93376 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -13167154.000000 Penalty: 5723.083984
	Iteration 59Q: 3 clusters Score -1.316715e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93443 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -13167149.000000 Penalty: 5723.083984
	Iteration 60F: 3 clusters Score -1.316715e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93512 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -13167142.000000 Penalty: 5723.083984
	Iteration 61Q: 3 clusters Score -1.316714e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93592 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -13167139.000000 Penalty: 5723.083984
	Iteration 62Q: 3 clusters Score -1.316714e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93677 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -13167150.000000 Penalty: 5723.083984
	Iteration 63Q: 3 clusters Score -1.316715e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93756 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -13167161.000000 Penalty: 5723.083984
	Iteration 64Q: 3 clusters Score -1.316716e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93825 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -13167134.000000 Penalty: 5723.083984
	Iteration 65Q: 3 clusters Score -1.316713e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93882 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -13167124.000000 Penalty: 5723.083984
	Iteration 66Q: 3 clusters Score -1.316712e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93932 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -13167126.000000 Penalty: 5723.083984
	Iteration 67Q: 3 clusters Score -1.316713e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93972 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -13167138.000000 Penalty: 5723.083984
	Iteration 68Q: 3 clusters Score -1.316714e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94010 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -13167137.000000 Penalty: 5723.083984
	Iteration 69Q: 3 clusters Score -1.316714e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94053 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -13167136.000000 Penalty: 5723.083984
	Iteration 70Q: 3 clusters Score -1.316714e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94094 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -13167137.000000 Penalty: 5723.083984
	Iteration 71Q: 3 clusters Score -1.316714e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94129 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -13167149.000000 Penalty: 5723.083984
	Iteration 72Q: 3 clusters Score -1.316715e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94160 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -13167180.000000 Penalty: 5723.083984
	Iteration 73Q: 3 clusters Score -1.316718e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94179 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -13167193.000000 Penalty: 5723.083984
	Iteration 74Q: 3 clusters Score -1.316719e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94196 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -13167182.000000 Penalty: 5723.083984
	Iteration 75Q: 3 clusters Score -1.316718e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94212 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -13167201.000000 Penalty: 5723.083984
	Iteration 76Q: 3 clusters Score -1.31672e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94221 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -13167198.000000 Penalty: 5723.083984
	Iteration 77Q: 3 clusters Score -1.31672e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94230 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -13167202.000000 Penalty: 5723.083984
	Iteration 78Q: 3 clusters Score -1.31672e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94240 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -13167198.000000 Penalty: 5723.083984
	Iteration 79Q: 3 clusters Score -1.31672e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94250 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -13167189.000000 Penalty: 5723.083984
	Iteration 80F: 3 clusters Score -1.316719e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94261 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -13167195.000000 Penalty: 5723.083984
	Iteration 81Q: 3 clusters Score -1.31672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94268 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -13167187.000000 Penalty: 5723.083984
	Iteration 82Q: 3 clusters Score -1.316719e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94276 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -13167188.000000 Penalty: 5723.083984
	Iteration 83Q: 3 clusters Score -1.316719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94281 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -13167188.000000 Penalty: 5723.083984
	Iteration 84Q: 3 clusters Score -1.316719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94286 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -13167178.000000 Penalty: 5723.083984
	Iteration 85Q: 3 clusters Score -1.316718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94291 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -13167184.000000 Penalty: 5723.083984
	Iteration 86Q: 3 clusters Score -1.316718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94296 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -13167179.000000 Penalty: 5723.083984
	Iteration 87Q: 3 clusters Score -1.316718e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94304 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -13167190.000000 Penalty: 5723.083984
	Iteration 88Q: 3 clusters Score -1.316719e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94313 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -13167195.000000 Penalty: 5723.083984
	Iteration 89Q: 3 clusters Score -1.31672e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94325 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -13167210.000000 Penalty: 5723.083984
	Iteration 90Q: 3 clusters Score -1.316721e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94339 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -13167213.000000 Penalty: 5723.083984
	Iteration 91Q: 3 clusters Score -1.316721e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94353 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -13167210.000000 Penalty: 5723.083984
	Iteration 92Q: 3 clusters Score -1.316721e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94366 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -13167200.000000 Penalty: 5723.083984
	Iteration 93Q: 3 clusters Score -1.31672e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94385 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -13167214.000000 Penalty: 5723.083984
	Iteration 94Q: 3 clusters Score -1.316721e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94408 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -13167218.000000 Penalty: 5723.083984
	Iteration 95Q: 3 clusters Score -1.316722e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94424 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -13167216.000000 Penalty: 5723.083984
	Iteration 96Q: 3 clusters Score -1.316722e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94446 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -13167221.000000 Penalty: 5723.083984
	Iteration 97Q: 3 clusters Score -1.316722e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94459 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -13167213.000000 Penalty: 5723.083984
	Iteration 98Q: 3 clusters Score -1.316721e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94469 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -13167219.000000 Penalty: 5723.083984
	Iteration 99Q: 3 clusters Score -1.316722e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94478 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -13167229.000000 Penalty: 5723.083984
	Iteration 100F: 3 clusters Score -1.316723e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94487 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -13167235.000000 Penalty: 5723.083984
	Iteration 101Q: 3 clusters Score -1.316724e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94495 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -13167231.000000 Penalty: 5723.083984
	Iteration 102Q: 3 clusters Score -1.316723e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94497 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -13167237.000000 Penalty: 5723.083984
	Iteration 103Q: 3 clusters Score -1.316724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94498 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -13167238.000000 Penalty: 5723.083984
	Iteration 104Q: 3 clusters Score -1.316724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94499 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -13167232.000000 Penalty: 5723.083984
	Iteration 105Q: 3 clusters Score -1.316723e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94499 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -13167232.000000 Penalty: 5723.083984
	Iteration 106F: 3 clusters Score -1.316723e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -53158.664062 Penalty: 1542.212891
	Iteration 0F: 2 clusters Score -53158.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -51687.750000 Penalty: 3084.425781
	Iteration 0F: 3 clusters Score -51687.75 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -51871.000000 Penalty: 3084.425781
	Iteration 1F: 3 clusters Score -51871 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -51940.863281 Penalty: 3084.425781
	Iteration 2F: 3 clusters Score -51940.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -51972.945312 Penalty: 3084.425781
	Iteration 3Q: 3 clusters Score -51972.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51980.808594 Penalty: 3084.425781
	Iteration 4Q: 3 clusters Score -51980.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51988.355469 Penalty: 3084.425781
	Iteration 5Q: 3 clusters Score -51988.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -52003.242188 Penalty: 3084.425781
	Iteration 6Q: 3 clusters Score -52003.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -52007.160156 Penalty: 3084.425781
	Iteration 7Q: 3 clusters Score -52007.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -52008.726562 Penalty: 3084.425781
	Iteration 8Q: 3 clusters Score -52008.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -52008.726562 Penalty: 3084.425781
	Iteration 9F: 3 clusters Score -52008.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Entering Unmasked Estep 
Score: -179697.515625 Penalty: 1801.826538
	Iteration 0F: 2 clusters Score -179697.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -177485.218750 Penalty: 3603.653076
	Iteration 0F: 3 clusters Score -177485.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -177835.390625 Penalty: 3603.653076
	Iteration 1F: 3 clusters Score -177835.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -177916.437500 Penalty: 3603.653076
	Iteration 2F: 3 clusters Score -177916.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -177962.250000 Penalty: 3603.653076
	Iteration 3Q: 3 clusters Score -177962.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -177996.468750 Penalty: 3603.653076
	Iteration 4Q: 3 clusters Score -177996.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -178032.859375 Penalty: 3603.653076
	Iteration 5Q: 3 clusters Score -178032.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -178068.546875 Penalty: 3603.653076
	Iteration 6Q: 3 clusters Score -178068.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -178086.531250 Penalty: 3603.653076
	Iteration 7Q: 3 clusters Score -178086.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -178101.218750 Penalty: 3603.653076
	Iteration 8Q: 3 clusters Score -178101.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -178111.171875 Penalty: 3603.653076
	Iteration 9Q: 3 clusters Score -178111.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -178117.515625 Penalty: 3603.653076
	Iteration 10Q: 3 clusters Score -178117.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -178125.437500 Penalty: 3603.653076
	Iteration 11Q: 3 clusters Score -178125.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -178131.828125 Penalty: 3603.653076
	Iteration 12Q: 3 clusters Score -178131.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -178138.609375 Penalty: 3603.653076
	Iteration 13Q: 3 clusters Score -178138.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -178144.031250 Penalty: 3603.653076
	Iteration 14Q: 3 clusters Score -178144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -178152.671875 Penalty: 3603.653076
	Iteration 15Q: 3 clusters Score -178152.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -178159.703125 Penalty: 3603.653076
	Iteration 16Q: 3 clusters Score -178159.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -178162.843750 Penalty: 3603.653076
	Iteration 17Q: 3 clusters Score -178162.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -178168.343750 Penalty: 3603.653076
	Iteration 18Q: 3 clusters Score -178168.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -178171.734375 Penalty: 3603.653076
	Iteration 19Q: 3 clusters Score -178171.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -178173.671875 Penalty: 3603.653076
	Iteration 20F: 3 clusters Score -178173.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -45767.648438 Penalty: 1485.262329
	Iteration 0F: 2 clusters Score -45767.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -44315.507812 Penalty: 2970.524658
	Iteration 0F: 3 clusters Score -44315.51 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44478.515625 Penalty: 2970.524658
	Iteration 1F: 3 clusters Score -44478.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -44505.828125 Penalty: 2970.524658
	Iteration 2Q: 3 clusters Score -44505.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -44529.066406 Penalty: 2970.524658
	Iteration 3Q: 3 clusters Score -44529.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -44537.566406 Penalty: 2970.524658
	Iteration 4Q: 3 clusters Score -44537.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -44537.566406 Penalty: 2970.524658
	Iteration 5F: 3 clusters Score -44537.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Entering Unmasked Estep 
Score: -236374.890625 Penalty: 1877.086182
	Iteration 0F: 2 clusters Score -236374.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -233739.453125 Penalty: 3754.172363
	Iteration 0F: 3 clusters Score -233739.5 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -234163.609375 Penalty: 3754.172363
	Iteration 1F: 3 clusters Score -234163.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -234273.656250 Penalty: 3754.172363
	Iteration 2F: 3 clusters Score -234273.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -234334.843750 Penalty: 3754.172363
	Iteration 3Q: 3 clusters Score -234334.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -234381.265625 Penalty: 3754.172363
	Iteration 4Q: 3 clusters Score -234381.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -234413.812500 Penalty: 3754.172363
	Iteration 5Q: 3 clusters Score -234413.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -234437.218750 Penalty: 3754.172363
	Iteration 6Q: 3 clusters Score -234437.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -234453.656250 Penalty: 3754.172363
	Iteration 7Q: 3 clusters Score -234453.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -234463.640625 Penalty: 3754.172363
	Iteration 8Q: 3 clusters Score -234463.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -234472.296875 Penalty: 3754.172363
	Iteration 9Q: 3 clusters Score -234472.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -234478.750000 Penalty: 3754.172363
	Iteration 10Q: 3 clusters Score -234478.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -234486.093750 Penalty: 3754.172363
	Iteration 11Q: 3 clusters Score -234486.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -234499.156250 Penalty: 3754.172363
	Iteration 12Q: 3 clusters Score -234499.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -234507.203125 Penalty: 3754.172363
	Iteration 13Q: 3 clusters Score -234507.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -234517.156250 Penalty: 3754.172363
	Iteration 14Q: 3 clusters Score -234517.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -234522.437500 Penalty: 3754.172363
	Iteration 15Q: 3 clusters Score -234522.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -234526.421875 Penalty: 3754.172363
	Iteration 16Q: 3 clusters Score -234526.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -234528.546875 Penalty: 3754.172363
	Iteration 17Q: 3 clusters Score -234528.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -234533.140625 Penalty: 3754.172363
	Iteration 18Q: 3 clusters Score -234533.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -234537.765625 Penalty: 3754.172363
	Iteration 19Q: 3 clusters Score -234537.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -234543.546875 Penalty: 3754.172363
	Iteration 20F: 3 clusters Score -234543.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -234547.843750 Penalty: 3754.172363
	Iteration 21Q: 3 clusters Score -234547.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -234549.859375 Penalty: 3754.172363
	Iteration 22Q: 3 clusters Score -234549.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -234549.796875 Penalty: 3754.172363
	Iteration 23Q: 3 clusters Score -234549.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -234550.734375 Penalty: 3754.172363
	Iteration 24Q: 3 clusters Score -234550.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -234550.734375 Penalty: 3754.172363
	Iteration 25F: 3 clusters Score -234550.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Entering Unmasked Estep 
Score: -1296095.500000 Penalty: 2284.981445
	Iteration 0F: 2 clusters Score -1296096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1288401.750000 Penalty: 4569.962891
	Iteration 0F: 3 clusters Score -1288402 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1290544.125000 Penalty: 4569.962891
	Iteration 1F: 3 clusters Score -1290544 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1290787.125000 Penalty: 4569.962891
	Iteration 2F: 3 clusters Score -1290787 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1290972.875000 Penalty: 4569.962891
	Iteration 3Q: 3 clusters Score -1290973 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1291101.000000 Penalty: 4569.962891
	Iteration 4Q: 3 clusters Score -1291101 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1291212.000000 Penalty: 4569.962891
	Iteration 5Q: 3 clusters Score -1291212 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1291304.875000 Penalty: 4569.962891
	Iteration 6Q: 3 clusters Score -1291305 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1291396.750000 Penalty: 4569.962891
	Iteration 7Q: 3 clusters Score -1291397 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1291498.500000 Penalty: 4569.962891
	Iteration 8Q: 3 clusters Score -1291498 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1291601.875000 Penalty: 4569.962891
	Iteration 9Q: 3 clusters Score -1291602 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1291706.250000 Penalty: 4569.962891
	Iteration 10Q: 3 clusters Score -1291706 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1291806.500000 Penalty: 4569.962891
	Iteration 11Q: 3 clusters Score -1291806 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1291937.750000 Penalty: 4569.962891
	Iteration 12Q: 3 clusters Score -1291938 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1292132.375000 Penalty: 4569.962891
	Iteration 13Q: 3 clusters Score -1292132 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1292370.875000 Penalty: 4569.962891
	Iteration 14Q: 3 clusters Score -1292371 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1292632.625000 Penalty: 4569.962891
	Iteration 15Q: 3 clusters Score -1292633 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1292942.625000 Penalty: 4569.962891
	Iteration 16Q: 3 clusters Score -1292943 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1293235.000000 Penalty: 4569.962891
	Iteration 17Q: 3 clusters Score -1293235 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1293470.375000 Penalty: 4569.962891
	Iteration 18Q: 3 clusters Score -1293470 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1293623.125000 Penalty: 4569.962891
	Iteration 19Q: 3 clusters Score -1293623 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1293747.500000 Penalty: 4569.962891
	Iteration 20F: 3 clusters Score -1293748 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1293843.000000 Penalty: 4569.962891
	Iteration 21Q: 3 clusters Score -1293843 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1293917.625000 Penalty: 4569.962891
	Iteration 22Q: 3 clusters Score -1293918 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1293980.875000 Penalty: 4569.962891
	Iteration 23Q: 3 clusters Score -1293981 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1294031.750000 Penalty: 4569.962891
	Iteration 24Q: 3 clusters Score -1294032 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1294081.125000 Penalty: 4569.962891
	Iteration 25Q: 3 clusters Score -1294081 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1294128.125000 Penalty: 4569.962891
	Iteration 26Q: 3 clusters Score -1294128 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1294143.875000 Penalty: 4569.962891
	Iteration 27Q: 3 clusters Score -1294144 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1294159.750000 Penalty: 4569.962891
	Iteration 28Q: 3 clusters Score -1294160 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1294175.250000 Penalty: 4569.962891
	Iteration 29Q: 3 clusters Score -1294175 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1294186.250000 Penalty: 4569.962891
	Iteration 30Q: 3 clusters Score -1294186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1294193.750000 Penalty: 4569.962891
	Iteration 31Q: 3 clusters Score -1294194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1294197.250000 Penalty: 4569.962891
	Iteration 32Q: 3 clusters Score -1294197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1294201.125000 Penalty: 4569.962891
	Iteration 33Q: 3 clusters Score -1294201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1294203.000000 Penalty: 4569.962891
	Iteration 34Q: 3 clusters Score -1294203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1294208.125000 Penalty: 4569.962891
	Iteration 35Q: 3 clusters Score -1294208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1294213.250000 Penalty: 4569.962891
	Iteration 36Q: 3 clusters Score -1294213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1294213.750000 Penalty: 4569.962891
	Iteration 37Q: 3 clusters Score -1294214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1294220.750000 Penalty: 4569.962891
	Iteration 38Q: 3 clusters Score -1294221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1294223.875000 Penalty: 4569.962891
	Iteration 39Q: 3 clusters Score -1294224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1294225.875000 Penalty: 4569.962891
	Iteration 40F: 3 clusters Score -1294226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -35065.804688 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -35065.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -33774.328125 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -33774.33 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33908.425781 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -33908.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -33968.699219 Penalty: 2916.744385
	Iteration 2Q: 3 clusters Score -33968.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -34024.062500 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -34024.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -34050.144531 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -34050.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -34070.238281 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -34070.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -34085.738281 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -34085.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -34099.175781 Penalty: 2916.744385
	Iteration 7Q: 3 clusters Score -34099.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -34110.324219 Penalty: 2916.744385
	Iteration 8Q: 3 clusters Score -34110.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -34120.757812 Penalty: 2916.744385
	Iteration 9Q: 3 clusters Score -34120.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -34130.156250 Penalty: 2916.744385
	Iteration 10Q: 3 clusters Score -34130.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -34131.593750 Penalty: 2916.744385
	Iteration 11Q: 3 clusters Score -34131.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -34131.593750 Penalty: 2916.744385
	Iteration 12F: 3 clusters Score -34131.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (21802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Entering Unmasked Estep 
Score: -2808943.750000 Penalty: 2477.459717
	Iteration 0F: 2 clusters Score -2808944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2793770.000000 Penalty: 4954.919434
	Iteration 0F: 3 clusters Score -2793770 nChanged 9622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2798957.250000 Penalty: 4954.919434
	Iteration 1F: 3 clusters Score -2798957 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -2799339.500000 Penalty: 4954.919434
	Iteration 2F: 3 clusters Score -2799340 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2799698.500000 Penalty: 4954.919434
	Iteration 3Q: 3 clusters Score -2799698 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -2800110.500000 Penalty: 4954.919434
	Iteration 4Q: 3 clusters Score -2800110 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -2800667.250000 Penalty: 4954.919434
	Iteration 5Q: 3 clusters Score -2800667 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2801460.250000 Penalty: 4954.919434
	Iteration 6F: 3 clusters Score -2801460 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -2802498.250000 Penalty: 4954.919434
	Iteration 7F: 3 clusters Score -2802498 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -2803714.250000 Penalty: 4954.919434
	Iteration 8F: 3 clusters Score -2803714 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -2804809.000000 Penalty: 4954.919434
	Iteration 9F: 3 clusters Score -2804809 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -2805669.000000 Penalty: 4954.919434
	Iteration 10Q: 3 clusters Score -2805669 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -2806276.500000 Penalty: 4954.919434
	Iteration 11Q: 3 clusters Score -2806276 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -2806583.000000 Penalty: 4954.919434
	Iteration 12Q: 3 clusters Score -2806583 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -2806789.250000 Penalty: 4954.919434
	Iteration 13Q: 3 clusters Score -2806789 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -2806933.500000 Penalty: 4954.919434
	Iteration 14Q: 3 clusters Score -2806934 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -2807014.000000 Penalty: 4954.919434
	Iteration 15Q: 3 clusters Score -2807014 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -2807101.000000 Penalty: 4954.919434
	Iteration 16Q: 3 clusters Score -2807101 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -2807153.000000 Penalty: 4954.919434
	Iteration 17Q: 3 clusters Score -2807153 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -2807192.750000 Penalty: 4954.919434
	Iteration 18Q: 3 clusters Score -2807193 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -2807214.000000 Penalty: 4954.919434
	Iteration 19Q: 3 clusters Score -2807214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -2807230.500000 Penalty: 4954.919434
	Iteration 20F: 3 clusters Score -2807230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -2807236.500000 Penalty: 4954.919434
	Iteration 21Q: 3 clusters Score -2807236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -2807247.500000 Penalty: 4954.919434
	Iteration 22Q: 3 clusters Score -2807248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -2807250.250000 Penalty: 4954.919434
	Iteration 23Q: 3 clusters Score -2807250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -2807258.500000 Penalty: 4954.919434
	Iteration 24Q: 3 clusters Score -2807258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -2807255.750000 Penalty: 4954.919434
	Iteration 25Q: 3 clusters Score -2807256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -2807259.750000 Penalty: 4954.919434
	Iteration 26Q: 3 clusters Score -2807260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -2807262.000000 Penalty: 4954.919434
	Iteration 27Q: 3 clusters Score -2807262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -2807262.000000 Penalty: 4954.919434
	Iteration 28F: 3 clusters Score -2807262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 25930 members 
Mstep: Class 3 contains 21304 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212503 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 3194 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7751 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 102588 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 10033 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774336.000000 Penalty: 77624.179688
Iteration 199Q: 25 clusters Score -5.777434e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 25930 members 
Mstep: Class 3 contains 21304 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 212504 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 3194 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7751 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 102587 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 10033 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 21802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57774348.000000 Penalty: 77624.179688
Iteration 200F: 25 clusters Score -5.777435e+07 nChanged 0
Entering ConstructFrom: 
Score: -57774348.000000 Penalty: 77624.179688
Entering ConstructFrom: 
Trying to split cluster 1 (19992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Entering Unmasked Estep 
Score: -2590105.750000 Penalty: 2455.965820
	Iteration 0F: 2 clusters Score -2590106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -2576068.250000 Penalty: 4911.931641
	Iteration 0F: 3 clusters Score -2576068 nChanged 8769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2580773.750000 Penalty: 4911.931641
	Iteration 1F: 3 clusters Score -2580774 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2581169.500000 Penalty: 4911.931641
	Iteration 2F: 3 clusters Score -2581170 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2581505.750000 Penalty: 4911.931641
	Iteration 3Q: 3 clusters Score -2581506 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -2581833.000000 Penalty: 4911.931641
	Iteration 4Q: 3 clusters Score -2581833 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -2582233.750000 Penalty: 4911.931641
	Iteration 5Q: 3 clusters Score -2582234 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -2582759.250000 Penalty: 4911.931641
	Iteration 6Q: 3 clusters Score -2582759 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -2583483.750000 Penalty: 4911.931641
	Iteration 7F: 3 clusters Score -2583484 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -2584337.250000 Penalty: 4911.931641
	Iteration 8F: 3 clusters Score -2584337 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2585315.750000 Penalty: 4911.931641
	Iteration 9F: 3 clusters Score -2585316 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2586249.000000 Penalty: 4911.931641
	Iteration 10F: 3 clusters Score -2586249 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2586949.250000 Penalty: 4911.931641
	Iteration 11Q: 3 clusters Score -2586949 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2587339.500000 Penalty: 4911.931641
	Iteration 12Q: 3 clusters Score -2587340 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2587586.750000 Penalty: 4911.931641
	Iteration 13Q: 3 clusters Score -2587587 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2587718.000000 Penalty: 4911.931641
	Iteration 14Q: 3 clusters Score -2587718 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2587797.250000 Penalty: 4911.931641
	Iteration 15Q: 3 clusters Score -2587797 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2587859.500000 Penalty: 4911.931641
	Iteration 16Q: 3 clusters Score -2587860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2587881.750000 Penalty: 4911.931641
	Iteration 17Q: 3 clusters Score -2587882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2587896.250000 Penalty: 4911.931641
	Iteration 18Q: 3 clusters Score -2587896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2587913.000000 Penalty: 4911.931641
	Iteration 19Q: 3 clusters Score -2587913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2587921.750000 Penalty: 4911.931641
	Iteration 20F: 3 clusters Score -2587922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2587924.250000 Penalty: 4911.931641
	Iteration 21Q: 3 clusters Score -2587924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2587933.000000 Penalty: 4911.931641
	Iteration 22Q: 3 clusters Score -2587933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2587935.500000 Penalty: 4911.931641
	Iteration 23Q: 3 clusters Score -2587936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2587937.750000 Penalty: 4911.931641
	Iteration 24Q: 3 clusters Score -2587938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2587939.750000 Penalty: 4911.931641
	Iteration 25Q: 3 clusters Score -2587940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2587941.000000 Penalty: 4911.931641
	Iteration 26Q: 3 clusters Score -2587941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2587942.000000 Penalty: 4911.931641
	Iteration 27Q: 3 clusters Score -2587942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2587942.000000 Penalty: 4911.931641
	Iteration 28Q: 3 clusters Score -2587942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2587945.000000 Penalty: 4911.931641
	Iteration 29Q: 3 clusters Score -2587945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2587946.250000 Penalty: 4911.931641
	Iteration 30Q: 3 clusters Score -2587946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2587946.250000 Penalty: 4911.931641
	Iteration 31F: 3 clusters Score -2587946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Entering Unmasked Estep 
Score: -3345212.500000 Penalty: 2520.462646
	Iteration 0F: 2 clusters Score -3345212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -3327412.750000 Penalty: 5040.925293
	Iteration 0F: 3 clusters Score -3327413 nChanged 11518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -3333545.500000 Penalty: 5040.925293
	Iteration 1F: 3 clusters Score -3333546 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -3333917.750000 Penalty: 5040.925293
	Iteration 2Q: 3 clusters Score -3333918 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -3334239.500000 Penalty: 5040.925293
	Iteration 3Q: 3 clusters Score -3334240 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -3334508.000000 Penalty: 5040.925293
	Iteration 4Q: 3 clusters Score -3334508 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -3334824.000000 Penalty: 5040.925293
	Iteration 5Q: 3 clusters Score -3334824 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -3335190.750000 Penalty: 5040.925293
	Iteration 6Q: 3 clusters Score -3335191 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -3335646.500000 Penalty: 5040.925293
	Iteration 7Q: 3 clusters Score -3335646 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -3336347.750000 Penalty: 5040.925293
	Iteration 8Q: 3 clusters Score -3336348 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -3337350.500000 Penalty: 5040.925293
	Iteration 9F: 3 clusters Score -3337350 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -3338677.750000 Penalty: 5040.925293
	Iteration 10F: 3 clusters Score -3338678 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -3340028.500000 Penalty: 5040.925293
	Iteration 11F: 3 clusters Score -3340028 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -3341221.250000 Penalty: 5040.925293
	Iteration 12F: 3 clusters Score -3341221 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3341958.500000 Penalty: 5040.925293
	Iteration 13Q: 3 clusters Score -3341958 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3342399.750000 Penalty: 5040.925293
	Iteration 14Q: 3 clusters Score -3342400 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3342657.500000 Penalty: 5040.925293
	Iteration 15Q: 3 clusters Score -3342658 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3342792.750000 Penalty: 5040.925293
	Iteration 16Q: 3 clusters Score -3342793 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3342896.750000 Penalty: 5040.925293
	Iteration 17Q: 3 clusters Score -3342897 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3342959.750000 Penalty: 5040.925293
	Iteration 18Q: 3 clusters Score -3342960 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3343001.000000 Penalty: 5040.925293
	Iteration 19Q: 3 clusters Score -3343001 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3343029.500000 Penalty: 5040.925293
	Iteration 20F: 3 clusters Score -3343030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3343042.000000 Penalty: 5040.925293
	Iteration 21Q: 3 clusters Score -3343042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3343054.750000 Penalty: 5040.925293
	Iteration 22Q: 3 clusters Score -3343055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3343069.500000 Penalty: 5040.925293
	Iteration 23Q: 3 clusters Score -3343070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3343071.500000 Penalty: 5040.925293
	Iteration 24Q: 3 clusters Score -3343072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3343075.750000 Penalty: 5040.925293
	Iteration 25Q: 3 clusters Score -3343076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3343075.750000 Penalty: 5040.925293
	Iteration 26F: 3 clusters Score -3343076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Entering Unmasked Estep 
Score: -2656443.000000 Penalty: 2471.729248
	Iteration 0F: 2 clusters Score -2656443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2641567.500000 Penalty: 4943.458496
	Iteration 0F: 3 clusters Score -2641568 nChanged 9433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -2646433.000000 Penalty: 4943.458496
	Iteration 1F: 3 clusters Score -2646433 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -2646770.250000 Penalty: 4943.458496
	Iteration 2F: 3 clusters Score -2646770 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2647035.000000 Penalty: 4943.458496
	Iteration 3Q: 3 clusters Score -2647035 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -2647253.000000 Penalty: 4943.458496
	Iteration 4Q: 3 clusters Score -2647253 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -2647435.000000 Penalty: 4943.458496
	Iteration 5Q: 3 clusters Score -2647435 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -2647633.500000 Penalty: 4943.458496
	Iteration 6Q: 3 clusters Score -2647634 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -2647826.500000 Penalty: 4943.458496
	Iteration 7Q: 3 clusters Score -2647826 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2648064.250000 Penalty: 4943.458496
	Iteration 8Q: 3 clusters Score -2648064 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -2648372.000000 Penalty: 4943.458496
	Iteration 9Q: 3 clusters Score -2648372 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -2648729.000000 Penalty: 4943.458496
	Iteration 10Q: 3 clusters Score -2648729 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -2649235.500000 Penalty: 4943.458496
	Iteration 11Q: 3 clusters Score -2649236 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -2649907.250000 Penalty: 4943.458496
	Iteration 12F: 3 clusters Score -2649907 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -2650766.500000 Penalty: 4943.458496
	Iteration 13F: 3 clusters Score -2650766 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -2651614.750000 Penalty: 4943.458496
	Iteration 14F: 3 clusters Score -2651615 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -2652478.000000 Penalty: 4943.458496
	Iteration 15Q: 3 clusters Score -2652478 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -2653139.000000 Penalty: 4943.458496
	Iteration 16Q: 3 clusters Score -2653139 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -2653634.500000 Penalty: 4943.458496
	Iteration 17Q: 3 clusters Score -2653634 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -2653942.000000 Penalty: 4943.458496
	Iteration 18Q: 3 clusters Score -2653942 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -2654124.500000 Penalty: 4943.458496
	Iteration 19Q: 3 clusters Score -2654124 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -2654250.250000 Penalty: 4943.458496
	Iteration 20F: 3 clusters Score -2654250 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -2654324.000000 Penalty: 4943.458496
	Iteration 21Q: 3 clusters Score -2654324 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -2654358.500000 Penalty: 4943.458496
	Iteration 22Q: 3 clusters Score -2654358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -2654384.750000 Penalty: 4943.458496
	Iteration 23Q: 3 clusters Score -2654385 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -2654413.250000 Penalty: 4943.458496
	Iteration 24Q: 3 clusters Score -2654413 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -2654429.250000 Penalty: 4943.458496
	Iteration 25Q: 3 clusters Score -2654429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -2654436.000000 Penalty: 4943.458496
	Iteration 26Q: 3 clusters Score -2654436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -2654444.000000 Penalty: 4943.458496
	Iteration 27Q: 3 clusters Score -2654444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -2654444.000000 Penalty: 4943.458496
	Iteration 28Q: 3 clusters Score -2654444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -2654446.250000 Penalty: 4943.458496
	Iteration 29Q: 3 clusters Score -2654446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -2654447.250000 Penalty: 4943.458496
	Iteration 30Q: 3 clusters Score -2654447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -2654452.000000 Penalty: 4943.458496
	Iteration 31Q: 3 clusters Score -2654452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -2654452.000000 Penalty: 4943.458496
	Iteration 32F: 3 clusters Score -2654452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Entering Unmasked Estep 
Score: -2575928.000000 Penalty: 2456.399414
	Iteration 0F: 2 clusters Score -2575928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2561846.750000 Penalty: 4912.798828
	Iteration 0F: 3 clusters Score -2561847 nChanged 8862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -2566737.000000 Penalty: 4912.798828
	Iteration 1F: 3 clusters Score -2566737 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2567149.750000 Penalty: 4912.798828
	Iteration 2F: 3 clusters Score -2567150 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2567511.000000 Penalty: 4912.798828
	Iteration 3Q: 3 clusters Score -2567511 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -2567808.500000 Penalty: 4912.798828
	Iteration 4Q: 3 clusters Score -2567808 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2568095.500000 Penalty: 4912.798828
	Iteration 5Q: 3 clusters Score -2568096 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -2568436.500000 Penalty: 4912.798828
	Iteration 6Q: 3 clusters Score -2568436 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -2568816.250000 Penalty: 4912.798828
	Iteration 7Q: 3 clusters Score -2568816 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -2569333.000000 Penalty: 4912.798828
	Iteration 8Q: 3 clusters Score -2569333 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -2570007.000000 Penalty: 4912.798828
	Iteration 9Q: 3 clusters Score -2570007 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -2570714.500000 Penalty: 4912.798828
	Iteration 10Q: 3 clusters Score -2570714 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -2571320.750000 Penalty: 4912.798828
	Iteration 11Q: 3 clusters Score -2571321 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -2571781.500000 Penalty: 4912.798828
	Iteration 12Q: 3 clusters Score -2571782 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2572074.000000 Penalty: 4912.798828
	Iteration 13Q: 3 clusters Score -2572074 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -2572304.750000 Penalty: 4912.798828
	Iteration 14Q: 3 clusters Score -2572305 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -2572480.250000 Penalty: 4912.798828
	Iteration 15Q: 3 clusters Score -2572480 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -2572616.000000 Penalty: 4912.798828
	Iteration 16Q: 3 clusters Score -2572616 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2572735.500000 Penalty: 4912.798828
	Iteration 17Q: 3 clusters Score -2572736 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2572817.500000 Penalty: 4912.798828
	Iteration 18Q: 3 clusters Score -2572818 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2572919.000000 Penalty: 4912.798828
	Iteration 19Q: 3 clusters Score -2572919 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2573011.000000 Penalty: 4912.798828
	Iteration 20F: 3 clusters Score -2573011 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2573095.250000 Penalty: 4912.798828
	Iteration 21Q: 3 clusters Score -2573095 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2573148.000000 Penalty: 4912.798828
	Iteration 22Q: 3 clusters Score -2573148 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2573233.000000 Penalty: 4912.798828
	Iteration 23Q: 3 clusters Score -2573233 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2573309.250000 Penalty: 4912.798828
	Iteration 24Q: 3 clusters Score -2573309 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2573357.750000 Penalty: 4912.798828
	Iteration 25Q: 3 clusters Score -2573358 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2573411.000000 Penalty: 4912.798828
	Iteration 26Q: 3 clusters Score -2573411 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2573464.500000 Penalty: 4912.798828
	Iteration 27Q: 3 clusters Score -2573464 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2573507.250000 Penalty: 4912.798828
	Iteration 28Q: 3 clusters Score -2573507 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2573542.500000 Penalty: 4912.798828
	Iteration 29Q: 3 clusters Score -2573542 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2573577.000000 Penalty: 4912.798828
	Iteration 30Q: 3 clusters Score -2573577 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2573602.250000 Penalty: 4912.798828
	Iteration 31Q: 3 clusters Score -2573602 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2573622.250000 Penalty: 4912.798828
	Iteration 32Q: 3 clusters Score -2573622 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2573635.750000 Penalty: 4912.798828
	Iteration 33Q: 3 clusters Score -2573636 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2573654.000000 Penalty: 4912.798828
	Iteration 34Q: 3 clusters Score -2573654 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2573668.500000 Penalty: 4912.798828
	Iteration 35Q: 3 clusters Score -2573668 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2573688.750000 Penalty: 4912.798828
	Iteration 36Q: 3 clusters Score -2573689 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2573703.250000 Penalty: 4912.798828
	Iteration 37Q: 3 clusters Score -2573703 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2573719.500000 Penalty: 4912.798828
	Iteration 38Q: 3 clusters Score -2573720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2573727.250000 Penalty: 4912.798828
	Iteration 39Q: 3 clusters Score -2573727 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2573734.250000 Penalty: 4912.798828
	Iteration 40F: 3 clusters Score -2573734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2573739.750000 Penalty: 4912.798828
	Iteration 41Q: 3 clusters Score -2573740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2573744.750000 Penalty: 4912.798828
	Iteration 42Q: 3 clusters Score -2573745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2573750.000000 Penalty: 4912.798828
	Iteration 43Q: 3 clusters Score -2573750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2573757.000000 Penalty: 4912.798828
	Iteration 44Q: 3 clusters Score -2573757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2573757.000000 Penalty: 4912.798828
	Iteration 45Q: 3 clusters Score -2573757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2573759.750000 Penalty: 4912.798828
	Iteration 46Q: 3 clusters Score -2573760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2573762.750000 Penalty: 4912.798828
	Iteration 47Q: 3 clusters Score -2573763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2573758.000000 Penalty: 4912.798828
	Iteration 48Q: 3 clusters Score -2573758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2573761.250000 Penalty: 4912.798828
	Iteration 49Q: 3 clusters Score -2573761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2573766.000000 Penalty: 4912.798828
	Iteration 50Q: 3 clusters Score -2573766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2573775.500000 Penalty: 4912.798828
	Iteration 51Q: 3 clusters Score -2573776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2573785.750000 Penalty: 4912.798828
	Iteration 52Q: 3 clusters Score -2573786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2573797.000000 Penalty: 4912.798828
	Iteration 53Q: 3 clusters Score -2573797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2573799.750000 Penalty: 4912.798828
	Iteration 54Q: 3 clusters Score -2573800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2573803.500000 Penalty: 4912.798828
	Iteration 55Q: 3 clusters Score -2573804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2573810.250000 Penalty: 4912.798828
	Iteration 56Q: 3 clusters Score -2573810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2573808.750000 Penalty: 4912.798828
	Iteration 57Q: 3 clusters Score -2573809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2573809.000000 Penalty: 4912.798828
	Iteration 58Q: 3 clusters Score -2573809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2573809.500000 Penalty: 4912.798828
	Iteration 59Q: 3 clusters Score -2573810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2573812.250000 Penalty: 4912.798828
	Iteration 60F: 3 clusters Score -2573812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2573814.750000 Penalty: 4912.798828
	Iteration 61Q: 3 clusters Score -2573815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2573815.750000 Penalty: 4912.798828
	Iteration 62Q: 3 clusters Score -2573816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2573817.250000 Penalty: 4912.798828
	Iteration 63Q: 3 clusters Score -2573817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2573830.500000 Penalty: 4912.798828
	Iteration 64Q: 3 clusters Score -2573830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2573835.250000 Penalty: 4912.798828
	Iteration 65Q: 3 clusters Score -2573835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2573836.500000 Penalty: 4912.798828
	Iteration 66Q: 3 clusters Score -2573836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2573833.500000 Penalty: 4912.798828
	Iteration 67Q: 3 clusters Score -2573834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2573839.000000 Penalty: 4912.798828
	Iteration 68Q: 3 clusters Score -2573839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2573842.750000 Penalty: 4912.798828
	Iteration 69Q: 3 clusters Score -2573843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2573842.250000 Penalty: 4912.798828
	Iteration 70Q: 3 clusters Score -2573842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2573842.250000 Penalty: 4912.798828
	Iteration 71F: 3 clusters Score -2573842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -34397.562500 Penalty: 1412.879150
	Iteration 0F: 2 clusters Score -34397.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -33130.781250 Penalty: 2825.758301
	Iteration 0F: 3 clusters Score -33130.78 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -33255.578125 Penalty: 2825.758301
	Iteration 1F: 3 clusters Score -33255.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -33343.449219 Penalty: 2825.758301
	Iteration 2F: 3 clusters Score -33343.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -33388.007812 Penalty: 2825.758301
	Iteration 3Q: 3 clusters Score -33388.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -33411.140625 Penalty: 2825.758301
	Iteration 4Q: 3 clusters Score -33411.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -33426.011719 Penalty: 2825.758301
	Iteration 5Q: 3 clusters Score -33426.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -33426.011719 Penalty: 2825.758301
	Iteration 6F: 3 clusters Score -33426.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Entering Unmasked Estep 
Score: -98934.460938 Penalty: 1692.444702
	Iteration 0F: 2 clusters Score -98934.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -97167.820312 Penalty: 3384.889404
	Iteration 0F: 3 clusters Score -97167.82 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -97866.906250 Penalty: 3384.889404
	Iteration 1F: 3 clusters Score -97866.91 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -98178.765625 Penalty: 3384.889404
	Iteration 2F: 3 clusters Score -98178.77 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -98321.468750 Penalty: 3384.889404
	Iteration 3F: 3 clusters Score -98321.47 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -98415.625000 Penalty: 3384.889404
	Iteration 4Q: 3 clusters Score -98415.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -98477.109375 Penalty: 3384.889404
	Iteration 5Q: 3 clusters Score -98477.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -98509.570312 Penalty: 3384.889404
	Iteration 6Q: 3 clusters Score -98509.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -98527.593750 Penalty: 3384.889404
	Iteration 7Q: 3 clusters Score -98527.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -98547.109375 Penalty: 3384.889404
	Iteration 8Q: 3 clusters Score -98547.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -98561.359375 Penalty: 3384.889404
	Iteration 9Q: 3 clusters Score -98561.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -98566.234375 Penalty: 3384.889404
	Iteration 10Q: 3 clusters Score -98566.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -98570.343750 Penalty: 3384.889404
	Iteration 11Q: 3 clusters Score -98570.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -98573.125000 Penalty: 3384.889404
	Iteration 12Q: 3 clusters Score -98573.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -98574.359375 Penalty: 3384.889404
	Iteration 13Q: 3 clusters Score -98574.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -98574.359375 Penalty: 3384.889404
	Iteration 14F: 3 clusters Score -98574.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (212504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212504 members 
Entering Unmasked Estep 
Score: -26843932.000000 Penalty: 3042.145508
	Iteration 0F: 2 clusters Score -2.684393e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106441 members 
Mstep: Class 2 contains 106063 members 
Entering Unmasked Estep 
Score: -26708446.000000 Penalty: 6084.291016
	Iteration 0F: 3 clusters Score -2.670845e+07 nChanged 102062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108869 members 
Mstep: Class 2 contains 103635 members 
Entering Unmasked Estep 
Score: -26768296.000000 Penalty: 6084.291016
	Iteration 1F: 3 clusters Score -2.67683e+07 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110414 members 
Mstep: Class 2 contains 102090 members 
Entering Unmasked Estep 
Score: -26769468.000000 Penalty: 6084.291016
	Iteration 2Q: 3 clusters Score -2.676947e+07 nChanged 6634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112956 members 
Mstep: Class 2 contains 99548 members 
Entering Unmasked Estep 
Score: -26771414.000000 Penalty: 6084.291016
	Iteration 3Q: 3 clusters Score -2.677141e+07 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116809 members 
Mstep: Class 2 contains 95695 members 
Entering Unmasked Estep 
Score: -26773996.000000 Penalty: 6084.291016
	Iteration 4Q: 3 clusters Score -2.6774e+07 nChanged 9135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122676 members 
Mstep: Class 2 contains 89828 members 
Entering Unmasked Estep 
Score: -26778240.000000 Penalty: 6084.291016
	Iteration 5Q: 3 clusters Score -2.677824e+07 nChanged 11129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130789 members 
Mstep: Class 2 contains 81715 members 
Entering Unmasked Estep 
Score: -26784874.000000 Penalty: 6084.291016
	Iteration 6F: 3 clusters Score -2.678487e+07 nChanged 13309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141188 members 
Mstep: Class 2 contains 71316 members 
Entering Unmasked Estep 
Score: -26794518.000000 Penalty: 6084.291016
	Iteration 7F: 3 clusters Score -2.679452e+07 nChanged 14060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152384 members 
Mstep: Class 2 contains 60120 members 
Entering Unmasked Estep 
Score: -26805276.000000 Penalty: 6084.291016
	Iteration 8F: 3 clusters Score -2.680528e+07 nChanged 12512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162340 members 
Mstep: Class 2 contains 50164 members 
Entering Unmasked Estep 
Score: -26814684.000000 Penalty: 6084.291016
	Iteration 9F: 3 clusters Score -2.681468e+07 nChanged 9791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169925 members 
Mstep: Class 2 contains 42579 members 
Entering Unmasked Estep 
Score: -26821046.000000 Penalty: 6084.291016
	Iteration 10Q: 3 clusters Score -2.682105e+07 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175776 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -26824800.000000 Penalty: 6084.291016
	Iteration 11Q: 3 clusters Score -2.68248e+07 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180762 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -26827686.000000 Penalty: 6084.291016
	Iteration 12Q: 3 clusters Score -2.682769e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185283 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -26829986.000000 Penalty: 6084.291016
	Iteration 13Q: 3 clusters Score -2.682999e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189280 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -26831944.000000 Penalty: 6084.291016
	Iteration 14Q: 3 clusters Score -2.683194e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192930 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -26833858.000000 Penalty: 6084.291016
	Iteration 15Q: 3 clusters Score -2.683386e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196230 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -26835488.000000 Penalty: 6084.291016
	Iteration 16Q: 3 clusters Score -2.683549e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199194 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -26836778.000000 Penalty: 6084.291016
	Iteration 17Q: 3 clusters Score -2.683678e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201787 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -26838042.000000 Penalty: 6084.291016
	Iteration 18Q: 3 clusters Score -2.683804e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203964 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -26839078.000000 Penalty: 6084.291016
	Iteration 19Q: 3 clusters Score -2.683908e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205723 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -26839870.000000 Penalty: 6084.291016
	Iteration 20F: 3 clusters Score -2.683987e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207063 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -26840366.000000 Penalty: 6084.291016
	Iteration 21Q: 3 clusters Score -2.684037e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208075 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -26840756.000000 Penalty: 6084.291016
	Iteration 22Q: 3 clusters Score -2.684076e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208812 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -26841060.000000 Penalty: 6084.291016
	Iteration 23Q: 3 clusters Score -2.684106e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209309 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -26841218.000000 Penalty: 6084.291016
	Iteration 24Q: 3 clusters Score -2.684122e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209674 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -26841276.000000 Penalty: 6084.291016
	Iteration 25Q: 3 clusters Score -2.684128e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209963 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -26841444.000000 Penalty: 6084.291016
	Iteration 26Q: 3 clusters Score -2.684144e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210206 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -26841560.000000 Penalty: 6084.291016
	Iteration 27Q: 3 clusters Score -2.684156e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210398 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -26841572.000000 Penalty: 6084.291016
	Iteration 28Q: 3 clusters Score -2.684157e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210530 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -26841622.000000 Penalty: 6084.291016
	Iteration 29Q: 3 clusters Score -2.684162e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210633 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -26841632.000000 Penalty: 6084.291016
	Iteration 30Q: 3 clusters Score -2.684163e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210715 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -26841672.000000 Penalty: 6084.291016
	Iteration 31Q: 3 clusters Score -2.684167e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210773 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -26841718.000000 Penalty: 6084.291016
	Iteration 32Q: 3 clusters Score -2.684172e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210815 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -26841754.000000 Penalty: 6084.291016
	Iteration 33Q: 3 clusters Score -2.684175e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210864 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -26841760.000000 Penalty: 6084.291016
	Iteration 34Q: 3 clusters Score -2.684176e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210904 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -26841770.000000 Penalty: 6084.291016
	Iteration 35Q: 3 clusters Score -2.684177e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210929 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -26841790.000000 Penalty: 6084.291016
	Iteration 36Q: 3 clusters Score -2.684179e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210949 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -26841786.000000 Penalty: 6084.291016
	Iteration 37Q: 3 clusters Score -2.684179e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210966 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -26841776.000000 Penalty: 6084.291016
	Iteration 38Q: 3 clusters Score -2.684178e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210983 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -26841786.000000 Penalty: 6084.291016
	Iteration 39Q: 3 clusters Score -2.684179e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210991 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -26841802.000000 Penalty: 6084.291016
	Iteration 40F: 3 clusters Score -2.68418e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211000 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -26841800.000000 Penalty: 6084.291016
	Iteration 41Q: 3 clusters Score -2.68418e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211011 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -26841818.000000 Penalty: 6084.291016
	Iteration 42Q: 3 clusters Score -2.684182e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211017 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -26841810.000000 Penalty: 6084.291016
	Iteration 43Q: 3 clusters Score -2.684181e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211024 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -26841810.000000 Penalty: 6084.291016
	Iteration 44Q: 3 clusters Score -2.684181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211030 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -26841818.000000 Penalty: 6084.291016
	Iteration 45Q: 3 clusters Score -2.684182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211034 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -26841796.000000 Penalty: 6084.291016
	Iteration 46Q: 3 clusters Score -2.68418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211038 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -26841788.000000 Penalty: 6084.291016
	Iteration 47Q: 3 clusters Score -2.684179e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211041 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -26841788.000000 Penalty: 6084.291016
	Iteration 48Q: 3 clusters Score -2.684179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211045 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -26841792.000000 Penalty: 6084.291016
	Iteration 49Q: 3 clusters Score -2.684179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211048 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -26841774.000000 Penalty: 6084.291016
	Iteration 50Q: 3 clusters Score -2.684177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211050 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -26841774.000000 Penalty: 6084.291016
	Iteration 51Q: 3 clusters Score -2.684177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211052 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -26841758.000000 Penalty: 6084.291016
	Iteration 52Q: 3 clusters Score -2.684176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211050 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -26841770.000000 Penalty: 6084.291016
	Iteration 53Q: 3 clusters Score -2.684177e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211049 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -26841768.000000 Penalty: 6084.291016
	Iteration 54Q: 3 clusters Score -2.684177e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211050 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -26841772.000000 Penalty: 6084.291016
	Iteration 55Q: 3 clusters Score -2.684177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211052 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -26841764.000000 Penalty: 6084.291016
	Iteration 56Q: 3 clusters Score -2.684176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211052 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -26841764.000000 Penalty: 6084.291016
	Iteration 57F: 3 clusters Score -2.684176e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Entering Unmasked Estep 
Score: -295490.000000 Penalty: 1923.323975
	Iteration 0F: 2 clusters Score -295490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -292637.437500 Penalty: 3846.647949
	Iteration 0F: 3 clusters Score -292637.4 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -293156.281250 Penalty: 3846.647949
	Iteration 1F: 3 clusters Score -293156.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -293275.468750 Penalty: 3846.647949
	Iteration 2F: 3 clusters Score -293275.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -293340.156250 Penalty: 3846.647949
	Iteration 3Q: 3 clusters Score -293340.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -293394.687500 Penalty: 3846.647949
	Iteration 4Q: 3 clusters Score -293394.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -293430.718750 Penalty: 3846.647949
	Iteration 5Q: 3 clusters Score -293430.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -293463.875000 Penalty: 3846.647949
	Iteration 6Q: 3 clusters Score -293463.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -293489.562500 Penalty: 3846.647949
	Iteration 7Q: 3 clusters Score -293489.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -293511.156250 Penalty: 3846.647949
	Iteration 8Q: 3 clusters Score -293511.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -293527.125000 Penalty: 3846.647949
	Iteration 9Q: 3 clusters Score -293527.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -293539.937500 Penalty: 3846.647949
	Iteration 10Q: 3 clusters Score -293539.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -293555.937500 Penalty: 3846.647949
	Iteration 11Q: 3 clusters Score -293555.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -293568.781250 Penalty: 3846.647949
	Iteration 12Q: 3 clusters Score -293568.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -293580.625000 Penalty: 3846.647949
	Iteration 13Q: 3 clusters Score -293580.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -293590.406250 Penalty: 3846.647949
	Iteration 14Q: 3 clusters Score -293590.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -293600.062500 Penalty: 3846.647949
	Iteration 15Q: 3 clusters Score -293600.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -293608.375000 Penalty: 3846.647949
	Iteration 16Q: 3 clusters Score -293608.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -293621.500000 Penalty: 3846.647949
	Iteration 17Q: 3 clusters Score -293621.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -293632.656250 Penalty: 3846.647949
	Iteration 18Q: 3 clusters Score -293632.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -293640.875000 Penalty: 3846.647949
	Iteration 19Q: 3 clusters Score -293640.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -293647.812500 Penalty: 3846.647949
	Iteration 20F: 3 clusters Score -293647.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -293652.125000 Penalty: 3846.647949
	Iteration 21Q: 3 clusters Score -293652.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -293655.187500 Penalty: 3846.647949
	Iteration 22Q: 3 clusters Score -293655.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -293658.218750 Penalty: 3846.647949
	Iteration 23Q: 3 clusters Score -293658.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -293659.312500 Penalty: 3846.647949
	Iteration 24Q: 3 clusters Score -293659.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -293660.031250 Penalty: 3846.647949
	Iteration 25Q: 3 clusters Score -293660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -293660.031250 Penalty: 3846.647949
	Iteration 26F: 3 clusters Score -293660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Entering Unmasked Estep 
Score: -407764.562500 Penalty: 2001.119141
	Iteration 0F: 2 clusters Score -407764.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -404368.625000 Penalty: 4002.238281
	Iteration 0F: 3 clusters Score -404368.6 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -405048.750000 Penalty: 4002.238281
	Iteration 1F: 3 clusters Score -405048.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -405218.343750 Penalty: 4002.238281
	Iteration 2F: 3 clusters Score -405218.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -405346.656250 Penalty: 4002.238281
	Iteration 3F: 3 clusters Score -405346.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -405411.343750 Penalty: 4002.238281
	Iteration 4Q: 3 clusters Score -405411.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -405480.500000 Penalty: 4002.238281
	Iteration 5Q: 3 clusters Score -405480.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -405551.718750 Penalty: 4002.238281
	Iteration 6Q: 3 clusters Score -405551.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -405613.875000 Penalty: 4002.238281
	Iteration 7Q: 3 clusters Score -405613.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -405668.375000 Penalty: 4002.238281
	Iteration 8Q: 3 clusters Score -405668.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -405735.593750 Penalty: 4002.238281
	Iteration 9Q: 3 clusters Score -405735.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -405795.406250 Penalty: 4002.238281
	Iteration 10Q: 3 clusters Score -405795.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -405873.937500 Penalty: 4002.238281
	Iteration 11Q: 3 clusters Score -405873.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -405992.593750 Penalty: 4002.238281
	Iteration 12Q: 3 clusters Score -405992.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -406125.343750 Penalty: 4002.238281
	Iteration 13Q: 3 clusters Score -406125.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -406297.906250 Penalty: 4002.238281
	Iteration 14Q: 3 clusters Score -406297.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -406513.343750 Penalty: 4002.238281
	Iteration 15Q: 3 clusters Score -406513.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -406762.406250 Penalty: 4002.238281
	Iteration 16Q: 3 clusters Score -406762.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -407002.750000 Penalty: 4002.238281
	Iteration 17Q: 3 clusters Score -407002.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -407237.531250 Penalty: 4002.238281
	Iteration 18Q: 3 clusters Score -407237.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -407424.437500 Penalty: 4002.238281
	Iteration 19Q: 3 clusters Score -407424.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -407523.750000 Penalty: 4002.238281
	Iteration 20F: 3 clusters Score -407523.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -407564.843750 Penalty: 4002.238281
	Iteration 21Q: 3 clusters Score -407564.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -407580.250000 Penalty: 4002.238281
	Iteration 22Q: 3 clusters Score -407580.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -407583.531250 Penalty: 4002.238281
	Iteration 23Q: 3 clusters Score -407583.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -407584.843750 Penalty: 4002.238281
	Iteration 24Q: 3 clusters Score -407584.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -407584.843750 Penalty: 4002.238281
	Iteration 25F: 3 clusters Score -407584.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -42846.613281 Penalty: 1472.509033
	Iteration 0F: 2 clusters Score -42846.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -41504.851562 Penalty: 2945.018066
	Iteration 0F: 3 clusters Score -41504.85 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -41650.445312 Penalty: 2945.018066
	Iteration 1F: 3 clusters Score -41650.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -41701.105469 Penalty: 2945.018066
	Iteration 2Q: 3 clusters Score -41701.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41716.605469 Penalty: 2945.018066
	Iteration 3Q: 3 clusters Score -41716.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -41721.964844 Penalty: 2945.018066
	Iteration 4Q: 3 clusters Score -41721.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -41726.171875 Penalty: 2945.018066
	Iteration 5Q: 3 clusters Score -41726.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -41728.332031 Penalty: 2945.018066
	Iteration 6Q: 3 clusters Score -41728.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -41728.332031 Penalty: 2945.018066
	Iteration 7F: 3 clusters Score -41728.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -40534.386719 Penalty: 1478.967651
	Iteration 0F: 2 clusters Score -40534.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39178.031250 Penalty: 2957.935303
	Iteration 0F: 3 clusters Score -39178.03 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39351.855469 Penalty: 2957.935303
	Iteration 1F: 3 clusters Score -39351.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -39400.613281 Penalty: 2957.935303
	Iteration 2Q: 3 clusters Score -39400.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -39445.589844 Penalty: 2957.935303
	Iteration 3Q: 3 clusters Score -39445.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39467.007812 Penalty: 2957.935303
	Iteration 4Q: 3 clusters Score -39467.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -39483.199219 Penalty: 2957.935303
	Iteration 5Q: 3 clusters Score -39483.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -39499.710938 Penalty: 2957.935303
	Iteration 6Q: 3 clusters Score -39499.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -39515.070312 Penalty: 2957.935303
	Iteration 7Q: 3 clusters Score -39515.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -39531.300781 Penalty: 2957.935303
	Iteration 8Q: 3 clusters Score -39531.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -39558.183594 Penalty: 2957.935303
	Iteration 9Q: 3 clusters Score -39558.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -39571.718750 Penalty: 2957.935303
	Iteration 10Q: 3 clusters Score -39571.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -39593.070312 Penalty: 2957.935303
	Iteration 11Q: 3 clusters Score -39593.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -39604.832031 Penalty: 2957.935303
	Iteration 12Q: 3 clusters Score -39604.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -39621.710938 Penalty: 2957.935303
	Iteration 13Q: 3 clusters Score -39621.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -39621.710938 Penalty: 2957.935303
	Iteration 14F: 3 clusters Score -39621.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -38436.828125 Penalty: 1472.509033
	Iteration 0F: 2 clusters Score -38436.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -37117.089844 Penalty: 2945.018066
	Iteration 0F: 3 clusters Score -37117.09 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -37285.683594 Penalty: 2945.018066
	Iteration 1F: 3 clusters Score -37285.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -37326.304688 Penalty: 2945.018066
	Iteration 2Q: 3 clusters Score -37326.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37337.925781 Penalty: 2945.018066
	Iteration 3Q: 3 clusters Score -37337.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -37340.957031 Penalty: 2945.018066
	Iteration 4Q: 3 clusters Score -37340.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -37345.148438 Penalty: 2945.018066
	Iteration 5Q: 3 clusters Score -37345.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -37345.148438 Penalty: 2945.018066
	Iteration 6F: 3 clusters Score -37345.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Entering Unmasked Estep 
Score: -990202.812500 Penalty: 2220.983154
	Iteration 0F: 2 clusters Score -990202.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -983938.687500 Penalty: 4441.966309
	Iteration 0F: 3 clusters Score -983938.7 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -985651.062500 Penalty: 4441.966309
	Iteration 1F: 3 clusters Score -985651.1 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -985880.750000 Penalty: 4441.966309
	Iteration 2F: 3 clusters Score -985880.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -986023.500000 Penalty: 4441.966309
	Iteration 3Q: 3 clusters Score -986023.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -986143.062500 Penalty: 4441.966309
	Iteration 4Q: 3 clusters Score -986143.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -986233.062500 Penalty: 4441.966309
	Iteration 5Q: 3 clusters Score -986233.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -986312.687500 Penalty: 4441.966309
	Iteration 6Q: 3 clusters Score -986312.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -986391.625000 Penalty: 4441.966309
	Iteration 7Q: 3 clusters Score -986391.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -986454.125000 Penalty: 4441.966309
	Iteration 8Q: 3 clusters Score -986454.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -986523.250000 Penalty: 4441.966309
	Iteration 9Q: 3 clusters Score -986523.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -986574.875000 Penalty: 4441.966309
	Iteration 10Q: 3 clusters Score -986574.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -986621.312500 Penalty: 4441.966309
	Iteration 11Q: 3 clusters Score -986621.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -986672.937500 Penalty: 4441.966309
	Iteration 12Q: 3 clusters Score -986672.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -986726.187500 Penalty: 4441.966309
	Iteration 13Q: 3 clusters Score -986726.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -986790.375000 Penalty: 4441.966309
	Iteration 14Q: 3 clusters Score -986790.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -986875.625000 Penalty: 4441.966309
	Iteration 15Q: 3 clusters Score -986875.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -986966.187500 Penalty: 4441.966309
	Iteration 16Q: 3 clusters Score -986966.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -987054.937500 Penalty: 4441.966309
	Iteration 17Q: 3 clusters Score -987054.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -987141.500000 Penalty: 4441.966309
	Iteration 18Q: 3 clusters Score -987141.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -987212.437500 Penalty: 4441.966309
	Iteration 19Q: 3 clusters Score -987212.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -987279.937500 Penalty: 4441.966309
	Iteration 20F: 3 clusters Score -987279.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -987358.375000 Penalty: 4441.966309
	Iteration 21Q: 3 clusters Score -987358.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -987448.000000 Penalty: 4441.966309
	Iteration 22Q: 3 clusters Score -987448 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -987533.375000 Penalty: 4441.966309
	Iteration 23Q: 3 clusters Score -987533.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -987619.125000 Penalty: 4441.966309
	Iteration 24Q: 3 clusters Score -987619.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -987691.250000 Penalty: 4441.966309
	Iteration 25Q: 3 clusters Score -987691.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -987760.062500 Penalty: 4441.966309
	Iteration 26Q: 3 clusters Score -987760.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -987821.312500 Penalty: 4441.966309
	Iteration 27Q: 3 clusters Score -987821.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -987878.062500 Penalty: 4441.966309
	Iteration 28Q: 3 clusters Score -987878.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -987944.312500 Penalty: 4441.966309
	Iteration 29Q: 3 clusters Score -987944.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -988002.125000 Penalty: 4441.966309
	Iteration 30Q: 3 clusters Score -988002.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -988059.687500 Penalty: 4441.966309
	Iteration 31Q: 3 clusters Score -988059.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -988106.125000 Penalty: 4441.966309
	Iteration 32Q: 3 clusters Score -988106.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -988142.437500 Penalty: 4441.966309
	Iteration 33Q: 3 clusters Score -988142.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -988163.500000 Penalty: 4441.966309
	Iteration 34Q: 3 clusters Score -988163.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -988178.000000 Penalty: 4441.966309
	Iteration 35Q: 3 clusters Score -988178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -988188.937500 Penalty: 4441.966309
	Iteration 36Q: 3 clusters Score -988188.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -988196.187500 Penalty: 4441.966309
	Iteration 37Q: 3 clusters Score -988196.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -988203.750000 Penalty: 4441.966309
	Iteration 38Q: 3 clusters Score -988203.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -988211.937500 Penalty: 4441.966309
	Iteration 39Q: 3 clusters Score -988211.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -988226.437500 Penalty: 4441.966309
	Iteration 40F: 3 clusters Score -988226.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -988239.875000 Penalty: 4441.966309
	Iteration 41Q: 3 clusters Score -988239.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -988255.000000 Penalty: 4441.966309
	Iteration 42Q: 3 clusters Score -988255 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -988270.687500 Penalty: 4441.966309
	Iteration 43Q: 3 clusters Score -988270.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -988281.062500 Penalty: 4441.966309
	Iteration 44Q: 3 clusters Score -988281.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -988289.250000 Penalty: 4441.966309
	Iteration 45Q: 3 clusters Score -988289.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -988298.375000 Penalty: 4441.966309
	Iteration 46Q: 3 clusters Score -988298.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -988309.875000 Penalty: 4441.966309
	Iteration 47Q: 3 clusters Score -988309.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -988315.812500 Penalty: 4441.966309
	Iteration 48Q: 3 clusters Score -988315.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -988318.750000 Penalty: 4441.966309
	Iteration 49Q: 3 clusters Score -988318.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -988328.500000 Penalty: 4441.966309
	Iteration 50Q: 3 clusters Score -988328.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -988334.812500 Penalty: 4441.966309
	Iteration 51Q: 3 clusters Score -988334.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -988340.562500 Penalty: 4441.966309
	Iteration 52Q: 3 clusters Score -988340.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -988340.562500 Penalty: 4441.966309
	Iteration 53Q: 3 clusters Score -988340.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -988343.000000 Penalty: 4441.966309
	Iteration 54Q: 3 clusters Score -988343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -988344.687500 Penalty: 4441.966309
	Iteration 55Q: 3 clusters Score -988344.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -988344.500000 Penalty: 4441.966309
	Iteration 56Q: 3 clusters Score -988344.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -988345.125000 Penalty: 4441.966309
	Iteration 57Q: 3 clusters Score -988345.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -988345.125000 Penalty: 4441.966309
	Iteration 58F: 3 clusters Score -988345.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -28320.541016 Penalty: 1391.149048
	Iteration 0F: 2 clusters Score -28320.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27068.414062 Penalty: 2782.298096
	Iteration 0F: 3 clusters Score -27068.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27164.337891 Penalty: 2782.298096
	Iteration 1F: 3 clusters Score -27164.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27220.554688 Penalty: 2782.298096
	Iteration 2Q: 3 clusters Score -27220.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27254.683594 Penalty: 2782.298096
	Iteration 3Q: 3 clusters Score -27254.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27265.195312 Penalty: 2782.298096
	Iteration 4Q: 3 clusters Score -27265.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27266.546875 Penalty: 2782.298096
	Iteration 5Q: 3 clusters Score -27266.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27266.546875 Penalty: 2782.298096
	Iteration 6F: 3 clusters Score -27266.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Entering Unmasked Estep 
Score: -161191.828125 Penalty: 1775.504395
	Iteration 0F: 2 clusters Score -161191.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -159093.921875 Penalty: 3551.008789
	Iteration 0F: 3 clusters Score -159093.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -159402.531250 Penalty: 3551.008789
	Iteration 1F: 3 clusters Score -159402.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -159492.343750 Penalty: 3551.008789
	Iteration 2F: 3 clusters Score -159492.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -159532.562500 Penalty: 3551.008789
	Iteration 3Q: 3 clusters Score -159532.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -159561.187500 Penalty: 3551.008789
	Iteration 4Q: 3 clusters Score -159561.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -159577.781250 Penalty: 3551.008789
	Iteration 5Q: 3 clusters Score -159577.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -159590.687500 Penalty: 3551.008789
	Iteration 6Q: 3 clusters Score -159590.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -159598.656250 Penalty: 3551.008789
	Iteration 7Q: 3 clusters Score -159598.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -159605.234375 Penalty: 3551.008789
	Iteration 8Q: 3 clusters Score -159605.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -159614.328125 Penalty: 3551.008789
	Iteration 9Q: 3 clusters Score -159614.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -159624.968750 Penalty: 3551.008789
	Iteration 10Q: 3 clusters Score -159625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -159629.515625 Penalty: 3551.008789
	Iteration 11Q: 3 clusters Score -159629.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -159634.078125 Penalty: 3551.008789
	Iteration 12Q: 3 clusters Score -159634.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -159636.093750 Penalty: 3551.008789
	Iteration 13Q: 3 clusters Score -159636.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -159638.359375 Penalty: 3551.008789
	Iteration 14Q: 3 clusters Score -159638.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -159639.265625 Penalty: 3551.008789
	Iteration 15Q: 3 clusters Score -159639.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -159639.265625 Penalty: 3551.008789
	Iteration 16F: 3 clusters Score -159639.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Entering Unmasked Estep 
Score: -657306.187500 Penalty: 2115.956299
	Iteration 0F: 2 clusters Score -657306.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -652685.812500 Penalty: 4231.912598
	Iteration 0F: 3 clusters Score -652685.8 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -653789.750000 Penalty: 4231.912598
	Iteration 1F: 3 clusters Score -653789.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -654003.500000 Penalty: 4231.912598
	Iteration 2F: 3 clusters Score -654003.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -654152.000000 Penalty: 4231.912598
	Iteration 3F: 3 clusters Score -654152 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -654255.437500 Penalty: 4231.912598
	Iteration 4Q: 3 clusters Score -654255.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -654322.500000 Penalty: 4231.912598
	Iteration 5Q: 3 clusters Score -654322.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -654360.312500 Penalty: 4231.912598
	Iteration 6Q: 3 clusters Score -654360.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -654387.250000 Penalty: 4231.912598
	Iteration 7Q: 3 clusters Score -654387.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -654420.500000 Penalty: 4231.912598
	Iteration 8Q: 3 clusters Score -654420.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -654450.125000 Penalty: 4231.912598
	Iteration 9Q: 3 clusters Score -654450.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -654474.750000 Penalty: 4231.912598
	Iteration 10Q: 3 clusters Score -654474.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -654499.562500 Penalty: 4231.912598
	Iteration 11Q: 3 clusters Score -654499.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -654526.312500 Penalty: 4231.912598
	Iteration 12Q: 3 clusters Score -654526.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -654551.000000 Penalty: 4231.912598
	Iteration 13Q: 3 clusters Score -654551 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -654576.750000 Penalty: 4231.912598
	Iteration 14Q: 3 clusters Score -654576.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -654606.000000 Penalty: 4231.912598
	Iteration 15Q: 3 clusters Score -654606 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -654629.437500 Penalty: 4231.912598
	Iteration 16Q: 3 clusters Score -654629.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -654653.500000 Penalty: 4231.912598
	Iteration 17Q: 3 clusters Score -654653.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -654689.000000 Penalty: 4231.912598
	Iteration 18Q: 3 clusters Score -654689 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -654723.250000 Penalty: 4231.912598
	Iteration 19Q: 3 clusters Score -654723.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -654774.062500 Penalty: 4231.912598
	Iteration 20F: 3 clusters Score -654774.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -654826.187500 Penalty: 4231.912598
	Iteration 21Q: 3 clusters Score -654826.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -654863.125000 Penalty: 4231.912598
	Iteration 22Q: 3 clusters Score -654863.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -654893.125000 Penalty: 4231.912598
	Iteration 23Q: 3 clusters Score -654893.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -654920.812500 Penalty: 4231.912598
	Iteration 24Q: 3 clusters Score -654920.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -654955.937500 Penalty: 4231.912598
	Iteration 25Q: 3 clusters Score -654955.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -654998.000000 Penalty: 4231.912598
	Iteration 26Q: 3 clusters Score -654998 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -655038.187500 Penalty: 4231.912598
	Iteration 27Q: 3 clusters Score -655038.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -655069.812500 Penalty: 4231.912598
	Iteration 28Q: 3 clusters Score -655069.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -655105.375000 Penalty: 4231.912598
	Iteration 29Q: 3 clusters Score -655105.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -655136.937500 Penalty: 4231.912598
	Iteration 30Q: 3 clusters Score -655136.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -655181.187500 Penalty: 4231.912598
	Iteration 31Q: 3 clusters Score -655181.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -655224.687500 Penalty: 4231.912598
	Iteration 32Q: 3 clusters Score -655224.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -655252.125000 Penalty: 4231.912598
	Iteration 33Q: 3 clusters Score -655252.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -655267.375000 Penalty: 4231.912598
	Iteration 34Q: 3 clusters Score -655267.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -655287.437500 Penalty: 4231.912598
	Iteration 35Q: 3 clusters Score -655287.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -655304.187500 Penalty: 4231.912598
	Iteration 36Q: 3 clusters Score -655304.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -655314.875000 Penalty: 4231.912598
	Iteration 37Q: 3 clusters Score -655314.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -655328.312500 Penalty: 4231.912598
	Iteration 38Q: 3 clusters Score -655328.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -655347.125000 Penalty: 4231.912598
	Iteration 39Q: 3 clusters Score -655347.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -655363.187500 Penalty: 4231.912598
	Iteration 40F: 3 clusters Score -655363.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -655369.437500 Penalty: 4231.912598
	Iteration 41Q: 3 clusters Score -655369.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -655377.812500 Penalty: 4231.912598
	Iteration 42Q: 3 clusters Score -655377.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -655388.500000 Penalty: 4231.912598
	Iteration 43Q: 3 clusters Score -655388.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -655396.187500 Penalty: 4231.912598
	Iteration 44Q: 3 clusters Score -655396.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -655401.750000 Penalty: 4231.912598
	Iteration 45Q: 3 clusters Score -655401.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -655410.437500 Penalty: 4231.912598
	Iteration 46Q: 3 clusters Score -655410.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -655416.812500 Penalty: 4231.912598
	Iteration 47Q: 3 clusters Score -655416.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -655422.812500 Penalty: 4231.912598
	Iteration 48Q: 3 clusters Score -655422.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -655427.312500 Penalty: 4231.912598
	Iteration 49Q: 3 clusters Score -655427.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -655429.187500 Penalty: 4231.912598
	Iteration 50Q: 3 clusters Score -655429.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -655430.562500 Penalty: 4231.912598
	Iteration 51Q: 3 clusters Score -655430.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -655431.437500 Penalty: 4231.912598
	Iteration 52Q: 3 clusters Score -655431.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -655432.437500 Penalty: 4231.912598
	Iteration 53Q: 3 clusters Score -655432.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -655436.250000 Penalty: 4231.912598
	Iteration 54Q: 3 clusters Score -655436.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -655435.375000 Penalty: 4231.912598
	Iteration 55Q: 3 clusters Score -655435.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -655437.250000 Penalty: 4231.912598
	Iteration 56Q: 3 clusters Score -655437.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -655437.250000 Penalty: 4231.912598
	Iteration 57F: 3 clusters Score -655437.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (102587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102587 members 
Entering Unmasked Estep 
Score: -13169008.000000 Penalty: 2861.539795
	Iteration 0F: 2 clusters Score -1.316901e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51127 members 
Mstep: Class 2 contains 51460 members 
Entering Unmasked Estep 
Score: -13100487.000000 Penalty: 5723.079590
	Iteration 0F: 3 clusters Score -1.310049e+07 nChanged 48519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49790 members 
Mstep: Class 2 contains 52797 members 
Entering Unmasked Estep 
Score: -13127922.000000 Penalty: 5723.079590
	Iteration 1F: 3 clusters Score -1.312792e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48897 members 
Mstep: Class 2 contains 53690 members 
Entering Unmasked Estep 
Score: -13128710.000000 Penalty: 5723.079590
	Iteration 2Q: 3 clusters Score -1.312871e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47500 members 
Mstep: Class 2 contains 55087 members 
Entering Unmasked Estep 
Score: -13129584.000000 Penalty: 5723.079590
	Iteration 3Q: 3 clusters Score -1.312958e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45417 members 
Mstep: Class 2 contains 57170 members 
Entering Unmasked Estep 
Score: -13130891.000000 Penalty: 5723.079590
	Iteration 4Q: 3 clusters Score -1.313089e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 60256 members 
Entering Unmasked Estep 
Score: -13132556.000000 Penalty: 5723.079590
	Iteration 5Q: 3 clusters Score -1.313256e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38007 members 
Mstep: Class 2 contains 64580 members 
Entering Unmasked Estep 
Score: -13135418.000000 Penalty: 5723.079590
	Iteration 6Q: 3 clusters Score -1.313542e+07 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 70387 members 
Entering Unmasked Estep 
Score: -13140019.000000 Penalty: 5723.079590
	Iteration 7F: 3 clusters Score -1.314002e+07 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 77318 members 
Entering Unmasked Estep 
Score: -13145790.000000 Penalty: 5723.079590
	Iteration 8F: 3 clusters Score -1.314579e+07 nChanged 7313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 84425 members 
Entering Unmasked Estep 
Score: -13152103.000000 Penalty: 5723.079590
	Iteration 9F: 3 clusters Score -1.31521e+07 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 90600 members 
Entering Unmasked Estep 
Score: -13157503.000000 Penalty: 5723.079590
	Iteration 10F: 3 clusters Score -1.31575e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 95028 members 
Entering Unmasked Estep 
Score: -13161286.000000 Penalty: 5723.079590
	Iteration 11Q: 3 clusters Score -1.316129e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 97748 members 
Entering Unmasked Estep 
Score: -13163639.000000 Penalty: 5723.079590
	Iteration 12Q: 3 clusters Score -1.316364e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 99338 members 
Entering Unmasked Estep 
Score: -13164986.000000 Penalty: 5723.079590
	Iteration 13Q: 3 clusters Score -1.316499e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 100111 members 
Entering Unmasked Estep 
Score: -13165768.000000 Penalty: 5723.079590
	Iteration 14Q: 3 clusters Score -1.316577e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 100476 members 
Entering Unmasked Estep 
Score: -13166113.000000 Penalty: 5723.079590
	Iteration 15Q: 3 clusters Score -1.316611e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 100682 members 
Entering Unmasked Estep 
Score: -13166362.000000 Penalty: 5723.079590
	Iteration 16Q: 3 clusters Score -1.316636e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 100806 members 
Entering Unmasked Estep 
Score: -13166537.000000 Penalty: 5723.079590
	Iteration 17Q: 3 clusters Score -1.316654e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 100867 members 
Entering Unmasked Estep 
Score: -13166620.000000 Penalty: 5723.079590
	Iteration 18Q: 3 clusters Score -1.316662e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 100914 members 
Entering Unmasked Estep 
Score: -13166722.000000 Penalty: 5723.079590
	Iteration 19Q: 3 clusters Score -1.316672e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 100948 members 
Entering Unmasked Estep 
Score: -13166788.000000 Penalty: 5723.079590
	Iteration 20F: 3 clusters Score -1.316679e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 100982 members 
Entering Unmasked Estep 
Score: -13166829.000000 Penalty: 5723.079590
	Iteration 21Q: 3 clusters Score -1.316683e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 101012 members 
Entering Unmasked Estep 
Score: -13166898.000000 Penalty: 5723.079590
	Iteration 22Q: 3 clusters Score -1.31669e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 101035 members 
Entering Unmasked Estep 
Score: -13166916.000000 Penalty: 5723.079590
	Iteration 23Q: 3 clusters Score -1.316692e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 101044 members 
Entering Unmasked Estep 
Score: -13166954.000000 Penalty: 5723.079590
	Iteration 24Q: 3 clusters Score -1.316695e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 101047 members 
Entering Unmasked Estep 
Score: -13166972.000000 Penalty: 5723.079590
	Iteration 25Q: 3 clusters Score -1.316697e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 101048 members 
Entering Unmasked Estep 
Score: -13166982.000000 Penalty: 5723.079590
	Iteration 26Q: 3 clusters Score -1.316698e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 101053 members 
Entering Unmasked Estep 
Score: -13166989.000000 Penalty: 5723.079590
	Iteration 27Q: 3 clusters Score -1.316699e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 101050 members 
Entering Unmasked Estep 
Score: -13167004.000000 Penalty: 5723.079590
	Iteration 28Q: 3 clusters Score -1.3167e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 101045 members 
Entering Unmasked Estep 
Score: -13167004.000000 Penalty: 5723.079590
	Iteration 29Q: 3 clusters Score -1.3167e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 101045 members 
Entering Unmasked Estep 
Score: -13167008.000000 Penalty: 5723.079590
	Iteration 30Q: 3 clusters Score -1.316701e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 101041 members 
Entering Unmasked Estep 
Score: -13167014.000000 Penalty: 5723.079590
	Iteration 31Q: 3 clusters Score -1.316701e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 101035 members 
Entering Unmasked Estep 
Score: -13167021.000000 Penalty: 5723.079590
	Iteration 32Q: 3 clusters Score -1.316702e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 101033 members 
Entering Unmasked Estep 
Score: -13167026.000000 Penalty: 5723.079590
	Iteration 33Q: 3 clusters Score -1.316703e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 101031 members 
Entering Unmasked Estep 
Score: -13167039.000000 Penalty: 5723.079590
	Iteration 34Q: 3 clusters Score -1.316704e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 101030 members 
Entering Unmasked Estep 
Score: -13167036.000000 Penalty: 5723.079590
	Iteration 35Q: 3 clusters Score -1.316704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 101028 members 
Entering Unmasked Estep 
Score: -13167036.000000 Penalty: 5723.079590
	Iteration 36Q: 3 clusters Score -1.316704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 101024 members 
Entering Unmasked Estep 
Score: -13167022.000000 Penalty: 5723.079590
	Iteration 37Q: 3 clusters Score -1.316702e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 101022 members 
Entering Unmasked Estep 
Score: -13167017.000000 Penalty: 5723.079590
	Iteration 38Q: 3 clusters Score -1.316702e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 101017 members 
Entering Unmasked Estep 
Score: -13167022.000000 Penalty: 5723.079590
	Iteration 39Q: 3 clusters Score -1.316702e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 101014 members 
Entering Unmasked Estep 
Score: -13167018.000000 Penalty: 5723.079590
	Iteration 40F: 3 clusters Score -1.316702e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 101009 members 
Entering Unmasked Estep 
Score: -13167039.000000 Penalty: 5723.079590
	Iteration 41Q: 3 clusters Score -1.316704e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 101004 members 
Entering Unmasked Estep 
Score: -13167040.000000 Penalty: 5723.079590
	Iteration 42Q: 3 clusters Score -1.316704e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 101000 members 
Entering Unmasked Estep 
Score: -13167050.000000 Penalty: 5723.079590
	Iteration 43Q: 3 clusters Score -1.316705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 100996 members 
Entering Unmasked Estep 
Score: -13167048.000000 Penalty: 5723.079590
	Iteration 44Q: 3 clusters Score -1.316705e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 100992 members 
Entering Unmasked Estep 
Score: -13167038.000000 Penalty: 5723.079590
	Iteration 45Q: 3 clusters Score -1.316704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 100991 members 
Entering Unmasked Estep 
Score: -13167037.000000 Penalty: 5723.079590
	Iteration 46Q: 3 clusters Score -1.316704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 100991 members 
Entering Unmasked Estep 
Score: -13167033.000000 Penalty: 5723.079590
	Iteration 47Q: 3 clusters Score -1.316703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 100990 members 
Entering Unmasked Estep 
Score: -13167026.000000 Penalty: 5723.079590
	Iteration 48Q: 3 clusters Score -1.316703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 100987 members 
Entering Unmasked Estep 
Score: -13167033.000000 Penalty: 5723.079590
	Iteration 49Q: 3 clusters Score -1.316703e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 100983 members 
Entering Unmasked Estep 
Score: -13167036.000000 Penalty: 5723.079590
	Iteration 50Q: 3 clusters Score -1.316704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 100979 members 
Entering Unmasked Estep 
Score: -13167037.000000 Penalty: 5723.079590
	Iteration 51Q: 3 clusters Score -1.316704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 100976 members 
Entering Unmasked Estep 
Score: -13167043.000000 Penalty: 5723.079590
	Iteration 52Q: 3 clusters Score -1.316704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 100971 members 
Entering Unmasked Estep 
Score: -13167051.000000 Penalty: 5723.079590
	Iteration 53Q: 3 clusters Score -1.316705e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 100969 members 
Entering Unmasked Estep 
Score: -13167055.000000 Penalty: 5723.079590
	Iteration 54Q: 3 clusters Score -1.316706e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 100965 members 
Entering Unmasked Estep 
Score: -13167048.000000 Penalty: 5723.079590
	Iteration 55Q: 3 clusters Score -1.316705e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 100961 members 
Entering Unmasked Estep 
Score: -13167053.000000 Penalty: 5723.079590
	Iteration 56Q: 3 clusters Score -1.316705e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 100961 members 
Entering Unmasked Estep 
Score: -13167070.000000 Penalty: 5723.079590
	Iteration 57Q: 3 clusters Score -1.316707e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 100962 members 
Entering Unmasked Estep 
Score: -13167074.000000 Penalty: 5723.079590
	Iteration 58Q: 3 clusters Score -1.316707e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 100965 members 
Entering Unmasked Estep 
Score: -13167071.000000 Penalty: 5723.079590
	Iteration 59Q: 3 clusters Score -1.316707e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 100963 members 
Entering Unmasked Estep 
Score: -13167069.000000 Penalty: 5723.079590
	Iteration 60F: 3 clusters Score -1.316707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 100962 members 
Entering Unmasked Estep 
Score: -13167071.000000 Penalty: 5723.079590
	Iteration 61Q: 3 clusters Score -1.316707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 100960 members 
Entering Unmasked Estep 
Score: -13167068.000000 Penalty: 5723.079590
	Iteration 62Q: 3 clusters Score -1.316707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 100959 members 
Entering Unmasked Estep 
Score: -13167076.000000 Penalty: 5723.079590
	Iteration 63Q: 3 clusters Score -1.316708e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 100959 members 
Entering Unmasked Estep 
Score: -13167076.000000 Penalty: 5723.079590
	Iteration 64F: 3 clusters Score -1.316708e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -53158.664062 Penalty: 1542.212891
	Iteration 0F: 2 clusters Score -53158.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -51625.289062 Penalty: 3084.425781
	Iteration 0F: 3 clusters Score -51625.29 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -51824.257812 Penalty: 3084.425781
	Iteration 1F: 3 clusters Score -51824.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -51893.753906 Penalty: 3084.425781
	Iteration 2F: 3 clusters Score -51893.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -51924.921875 Penalty: 3084.425781
	Iteration 3Q: 3 clusters Score -51924.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -51947.753906 Penalty: 3084.425781
	Iteration 4Q: 3 clusters Score -51947.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -51964.187500 Penalty: 3084.425781
	Iteration 5Q: 3 clusters Score -51964.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -51973.703125 Penalty: 3084.425781
	Iteration 6Q: 3 clusters Score -51973.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -51977.460938 Penalty: 3084.425781
	Iteration 7Q: 3 clusters Score -51977.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -51982.429688 Penalty: 3084.425781
	Iteration 8Q: 3 clusters Score -51982.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -51988.320312 Penalty: 3084.425781
	Iteration 9Q: 3 clusters Score -51988.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -51994.511719 Penalty: 3084.425781
	Iteration 10Q: 3 clusters Score -51994.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -51994.511719 Penalty: 3084.425781
	Iteration 11F: 3 clusters Score -51994.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Entering Unmasked Estep 
Score: -179697.515625 Penalty: 1801.826538
	Iteration 0F: 2 clusters Score -179697.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -177471.640625 Penalty: 3603.653076
	Iteration 0F: 3 clusters Score -177471.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -177818.812500 Penalty: 3603.653076
	Iteration 1F: 3 clusters Score -177818.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -177909.171875 Penalty: 3603.653076
	Iteration 2F: 3 clusters Score -177909.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -177959.000000 Penalty: 3603.653076
	Iteration 3Q: 3 clusters Score -177959 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -178003.625000 Penalty: 3603.653076
	Iteration 4Q: 3 clusters Score -178003.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -178037.468750 Penalty: 3603.653076
	Iteration 5Q: 3 clusters Score -178037.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -178062.640625 Penalty: 3603.653076
	Iteration 6Q: 3 clusters Score -178062.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -178079.875000 Penalty: 3603.653076
	Iteration 7Q: 3 clusters Score -178079.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -178098.687500 Penalty: 3603.653076
	Iteration 8Q: 3 clusters Score -178098.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -178119.953125 Penalty: 3603.653076
	Iteration 9Q: 3 clusters Score -178120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -178133.109375 Penalty: 3603.653076
	Iteration 10Q: 3 clusters Score -178133.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -178142.906250 Penalty: 3603.653076
	Iteration 11Q: 3 clusters Score -178142.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -178156.828125 Penalty: 3603.653076
	Iteration 12Q: 3 clusters Score -178156.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -178170.078125 Penalty: 3603.653076
	Iteration 13Q: 3 clusters Score -178170.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -178186.046875 Penalty: 3603.653076
	Iteration 14Q: 3 clusters Score -178186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -178196.359375 Penalty: 3603.653076
	Iteration 15Q: 3 clusters Score -178196.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -178200.609375 Penalty: 3603.653076
	Iteration 16Q: 3 clusters Score -178200.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -178205.031250 Penalty: 3603.653076
	Iteration 17Q: 3 clusters Score -178205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -178208.718750 Penalty: 3603.653076
	Iteration 18Q: 3 clusters Score -178208.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -178211.890625 Penalty: 3603.653076
	Iteration 19Q: 3 clusters Score -178211.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -178214.718750 Penalty: 3603.653076
	Iteration 20F: 3 clusters Score -178214.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -178216.062500 Penalty: 3603.653076
	Iteration 21Q: 3 clusters Score -178216.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -178216.062500 Penalty: 3603.653076
	Iteration 22F: 3 clusters Score -178216.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -45767.648438 Penalty: 1485.262329
	Iteration 0F: 2 clusters Score -45767.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -44344.445312 Penalty: 2970.524658
	Iteration 0F: 3 clusters Score -44344.45 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -44471.597656 Penalty: 2970.524658
	Iteration 1F: 3 clusters Score -44471.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44511.277344 Penalty: 2970.524658
	Iteration 2Q: 3 clusters Score -44511.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -44522.558594 Penalty: 2970.524658
	Iteration 3Q: 3 clusters Score -44522.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44524.878906 Penalty: 2970.524658
	Iteration 4Q: 3 clusters Score -44524.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44524.878906 Penalty: 2970.524658
	Iteration 5F: 3 clusters Score -44524.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Entering Unmasked Estep 
Score: -236374.890625 Penalty: 1877.086182
	Iteration 0F: 2 clusters Score -236374.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -233802.984375 Penalty: 3754.172363
	Iteration 0F: 3 clusters Score -233803 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -234262.734375 Penalty: 3754.172363
	Iteration 1F: 3 clusters Score -234262.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -234368.093750 Penalty: 3754.172363
	Iteration 2F: 3 clusters Score -234368.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -234438.984375 Penalty: 3754.172363
	Iteration 3Q: 3 clusters Score -234439 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -234493.625000 Penalty: 3754.172363
	Iteration 4Q: 3 clusters Score -234493.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -234535.218750 Penalty: 3754.172363
	Iteration 5Q: 3 clusters Score -234535.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -234574.968750 Penalty: 3754.172363
	Iteration 6Q: 3 clusters Score -234575 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -234602.609375 Penalty: 3754.172363
	Iteration 7Q: 3 clusters Score -234602.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -234621.859375 Penalty: 3754.172363
	Iteration 8Q: 3 clusters Score -234621.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -234633.921875 Penalty: 3754.172363
	Iteration 9Q: 3 clusters Score -234633.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -234644.843750 Penalty: 3754.172363
	Iteration 10Q: 3 clusters Score -234644.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -234655.671875 Penalty: 3754.172363
	Iteration 11Q: 3 clusters Score -234655.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -234664.031250 Penalty: 3754.172363
	Iteration 12Q: 3 clusters Score -234664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -234669.437500 Penalty: 3754.172363
	Iteration 13Q: 3 clusters Score -234669.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -234672.921875 Penalty: 3754.172363
	Iteration 14Q: 3 clusters Score -234672.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -234676.140625 Penalty: 3754.172363
	Iteration 15Q: 3 clusters Score -234676.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -234678.093750 Penalty: 3754.172363
	Iteration 16Q: 3 clusters Score -234678.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -234679.984375 Penalty: 3754.172363
	Iteration 17Q: 3 clusters Score -234680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -234681.640625 Penalty: 3754.172363
	Iteration 18Q: 3 clusters Score -234681.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -234683.734375 Penalty: 3754.172363
	Iteration 19Q: 3 clusters Score -234683.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -234684.046875 Penalty: 3754.172363
	Iteration 20F: 3 clusters Score -234684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -234685.156250 Penalty: 3754.172363
	Iteration 21Q: 3 clusters Score -234685.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -234685.359375 Penalty: 3754.172363
	Iteration 22Q: 3 clusters Score -234685.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -234687.046875 Penalty: 3754.172363
	Iteration 23Q: 3 clusters Score -234687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -234689.343750 Penalty: 3754.172363
	Iteration 24Q: 3 clusters Score -234689.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -234689.640625 Penalty: 3754.172363
	Iteration 25Q: 3 clusters Score -234689.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -234689.640625 Penalty: 3754.172363
	Iteration 26F: 3 clusters Score -234689.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Entering Unmasked Estep 
Score: -1296095.500000 Penalty: 2284.981445
	Iteration 0F: 2 clusters Score -1296096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1288419.500000 Penalty: 4569.962891
	Iteration 0F: 3 clusters Score -1288420 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1290553.125000 Penalty: 4569.962891
	Iteration 1F: 3 clusters Score -1290553 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1290792.375000 Penalty: 4569.962891
	Iteration 2F: 3 clusters Score -1290792 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1290968.000000 Penalty: 4569.962891
	Iteration 3Q: 3 clusters Score -1290968 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1291099.125000 Penalty: 4569.962891
	Iteration 4Q: 3 clusters Score -1291099 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1291202.750000 Penalty: 4569.962891
	Iteration 5Q: 3 clusters Score -1291203 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1291281.125000 Penalty: 4569.962891
	Iteration 6Q: 3 clusters Score -1291281 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1291352.875000 Penalty: 4569.962891
	Iteration 7Q: 3 clusters Score -1291353 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1291411.375000 Penalty: 4569.962891
	Iteration 8Q: 3 clusters Score -1291411 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1291479.500000 Penalty: 4569.962891
	Iteration 9Q: 3 clusters Score -1291480 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1291549.750000 Penalty: 4569.962891
	Iteration 10Q: 3 clusters Score -1291550 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1291635.125000 Penalty: 4569.962891
	Iteration 11Q: 3 clusters Score -1291635 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1291720.000000 Penalty: 4569.962891
	Iteration 12Q: 3 clusters Score -1291720 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1291834.750000 Penalty: 4569.962891
	Iteration 13Q: 3 clusters Score -1291835 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1291984.000000 Penalty: 4569.962891
	Iteration 14Q: 3 clusters Score -1291984 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1292132.625000 Penalty: 4569.962891
	Iteration 15Q: 3 clusters Score -1292133 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1292292.500000 Penalty: 4569.962891
	Iteration 16Q: 3 clusters Score -1292292 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1292489.625000 Penalty: 4569.962891
	Iteration 17Q: 3 clusters Score -1292490 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1292709.125000 Penalty: 4569.962891
	Iteration 18Q: 3 clusters Score -1292709 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1292941.375000 Penalty: 4569.962891
	Iteration 19Q: 3 clusters Score -1292941 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1293117.750000 Penalty: 4569.962891
	Iteration 20F: 3 clusters Score -1293118 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1293310.875000 Penalty: 4569.962891
	Iteration 21Q: 3 clusters Score -1293311 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1293485.125000 Penalty: 4569.962891
	Iteration 22Q: 3 clusters Score -1293485 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1293630.625000 Penalty: 4569.962891
	Iteration 23Q: 3 clusters Score -1293631 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1293726.625000 Penalty: 4569.962891
	Iteration 24Q: 3 clusters Score -1293727 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1293811.125000 Penalty: 4569.962891
	Iteration 25Q: 3 clusters Score -1293811 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1293869.125000 Penalty: 4569.962891
	Iteration 26Q: 3 clusters Score -1293869 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1293915.875000 Penalty: 4569.962891
	Iteration 27Q: 3 clusters Score -1293916 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1293961.750000 Penalty: 4569.962891
	Iteration 28Q: 3 clusters Score -1293962 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1293986.000000 Penalty: 4569.962891
	Iteration 29Q: 3 clusters Score -1293986 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1294010.125000 Penalty: 4569.962891
	Iteration 30Q: 3 clusters Score -1294010 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1294029.375000 Penalty: 4569.962891
	Iteration 31Q: 3 clusters Score -1294029 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1294044.875000 Penalty: 4569.962891
	Iteration 32Q: 3 clusters Score -1294045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1294059.625000 Penalty: 4569.962891
	Iteration 33Q: 3 clusters Score -1294060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1294070.625000 Penalty: 4569.962891
	Iteration 34Q: 3 clusters Score -1294071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1294075.125000 Penalty: 4569.962891
	Iteration 35Q: 3 clusters Score -1294075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1294078.875000 Penalty: 4569.962891
	Iteration 36Q: 3 clusters Score -1294079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1294086.625000 Penalty: 4569.962891
	Iteration 37Q: 3 clusters Score -1294087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1294095.750000 Penalty: 4569.962891
	Iteration 38Q: 3 clusters Score -1294096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1294106.250000 Penalty: 4569.962891
	Iteration 39Q: 3 clusters Score -1294106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1294117.000000 Penalty: 4569.962891
	Iteration 40F: 3 clusters Score -1294117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1294124.000000 Penalty: 4569.962891
	Iteration 41Q: 3 clusters Score -1294124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1294131.000000 Penalty: 4569.962891
	Iteration 42Q: 3 clusters Score -1294131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1294137.000000 Penalty: 4569.962891
	Iteration 43Q: 3 clusters Score -1294137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1294139.125000 Penalty: 4569.962891
	Iteration 44Q: 3 clusters Score -1294139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1294139.875000 Penalty: 4569.962891
	Iteration 45Q: 3 clusters Score -1294140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1294139.875000 Penalty: 4569.962891
	Iteration 46F: 3 clusters Score -1294140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -35065.804688 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -35065.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -33724.714844 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -33724.71 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -33880.363281 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -33880.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -33937.710938 Penalty: 2916.744385
	Iteration 2Q: 3 clusters Score -33937.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33965.042969 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -33965.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -33988.195312 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -33988.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -34014.492188 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -34014.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -34053.632812 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -34053.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -34099.667969 Penalty: 2916.744385
	Iteration 7Q: 3 clusters Score -34099.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -34134.242188 Penalty: 2916.744385
	Iteration 8Q: 3 clusters Score -34134.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -34174.980469 Penalty: 2916.744385
	Iteration 9Q: 3 clusters Score -34174.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -34194.359375 Penalty: 2916.744385
	Iteration 10Q: 3 clusters Score -34194.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -34240.039062 Penalty: 2916.744385
	Iteration 11Q: 3 clusters Score -34240.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -34249.816406 Penalty: 2916.744385
	Iteration 12Q: 3 clusters Score -34249.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -34260.292969 Penalty: 2916.744385
	Iteration 13Q: 3 clusters Score -34260.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -34264.726562 Penalty: 2916.744385
	Iteration 14Q: 3 clusters Score -34264.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -34272.917969 Penalty: 2916.744385
	Iteration 15Q: 3 clusters Score -34272.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -34272.917969 Penalty: 2916.744385
	Iteration 16F: 3 clusters Score -34272.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (21802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Entering Unmasked Estep 
Score: -2808943.750000 Penalty: 2477.459717
	Iteration 0F: 2 clusters Score -2808944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -2793571.000000 Penalty: 4954.919434
	Iteration 0F: 3 clusters Score -2793571 nChanged 9693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2798805.250000 Penalty: 4954.919434
	Iteration 1F: 3 clusters Score -2798805 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2799242.500000 Penalty: 4954.919434
	Iteration 2F: 3 clusters Score -2799242 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2799594.250000 Penalty: 4954.919434
	Iteration 3Q: 3 clusters Score -2799594 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2799964.500000 Penalty: 4954.919434
	Iteration 4Q: 3 clusters Score -2799964 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2800300.500000 Penalty: 4954.919434
	Iteration 5Q: 3 clusters Score -2800300 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2800655.750000 Penalty: 4954.919434
	Iteration 6Q: 3 clusters Score -2800656 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2801079.500000 Penalty: 4954.919434
	Iteration 7Q: 3 clusters Score -2801080 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -2801583.500000 Penalty: 4954.919434
	Iteration 8Q: 3 clusters Score -2801584 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2802167.250000 Penalty: 4954.919434
	Iteration 9Q: 3 clusters Score -2802167 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -2802821.000000 Penalty: 4954.919434
	Iteration 10Q: 3 clusters Score -2802821 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -2803469.000000 Penalty: 4954.919434
	Iteration 11Q: 3 clusters Score -2803469 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -2804040.000000 Penalty: 4954.919434
	Iteration 12Q: 3 clusters Score -2804040 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -2804398.500000 Penalty: 4954.919434
	Iteration 13Q: 3 clusters Score -2804398 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -2804551.250000 Penalty: 4954.919434
	Iteration 14Q: 3 clusters Score -2804551 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -2804648.500000 Penalty: 4954.919434
	Iteration 15Q: 3 clusters Score -2804648 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -2804728.500000 Penalty: 4954.919434
	Iteration 16Q: 3 clusters Score -2804728 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -2804787.250000 Penalty: 4954.919434
	Iteration 17Q: 3 clusters Score -2804787 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -2804856.500000 Penalty: 4954.919434
	Iteration 18Q: 3 clusters Score -2804856 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -2804919.000000 Penalty: 4954.919434
	Iteration 19Q: 3 clusters Score -2804919 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2804987.250000 Penalty: 4954.919434
	Iteration 20F: 3 clusters Score -2804987 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -2805060.750000 Penalty: 4954.919434
	Iteration 21Q: 3 clusters Score -2805061 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -2805129.750000 Penalty: 4954.919434
	Iteration 22Q: 3 clusters Score -2805130 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -2805204.750000 Penalty: 4954.919434
	Iteration 23Q: 3 clusters Score -2805205 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -2805261.750000 Penalty: 4954.919434
	Iteration 24Q: 3 clusters Score -2805262 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -2805312.750000 Penalty: 4954.919434
	Iteration 25Q: 3 clusters Score -2805313 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -2805366.500000 Penalty: 4954.919434
	Iteration 26Q: 3 clusters Score -2805366 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -2805406.750000 Penalty: 4954.919434
	Iteration 27Q: 3 clusters Score -2805407 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -2805440.250000 Penalty: 4954.919434
	Iteration 28Q: 3 clusters Score -2805440 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -2805493.500000 Penalty: 4954.919434
	Iteration 29Q: 3 clusters Score -2805494 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -2805515.000000 Penalty: 4954.919434
	Iteration 30Q: 3 clusters Score -2805515 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2805550.000000 Penalty: 4954.919434
	Iteration 31Q: 3 clusters Score -2805550 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -2805577.250000 Penalty: 4954.919434
	Iteration 32Q: 3 clusters Score -2805577 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -2805602.750000 Penalty: 4954.919434
	Iteration 33Q: 3 clusters Score -2805603 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2805623.000000 Penalty: 4954.919434
	Iteration 34Q: 3 clusters Score -2805623 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2805650.250000 Penalty: 4954.919434
	Iteration 35Q: 3 clusters Score -2805650 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -2805662.750000 Penalty: 4954.919434
	Iteration 36Q: 3 clusters Score -2805663 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -2805679.000000 Penalty: 4954.919434
	Iteration 37Q: 3 clusters Score -2805679 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -2805694.250000 Penalty: 4954.919434
	Iteration 38Q: 3 clusters Score -2805694 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -2805725.000000 Penalty: 4954.919434
	Iteration 39Q: 3 clusters Score -2805725 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -2805752.000000 Penalty: 4954.919434
	Iteration 40F: 3 clusters Score -2805752 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2805787.500000 Penalty: 4954.919434
	Iteration 41Q: 3 clusters Score -2805788 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -2805842.000000 Penalty: 4954.919434
	Iteration 42Q: 3 clusters Score -2805842 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2805876.250000 Penalty: 4954.919434
	Iteration 43Q: 3 clusters Score -2805876 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -2805935.250000 Penalty: 4954.919434
	Iteration 44Q: 3 clusters Score -2805935 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -2805973.000000 Penalty: 4954.919434
	Iteration 45Q: 3 clusters Score -2805973 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -2806030.500000 Penalty: 4954.919434
	Iteration 46Q: 3 clusters Score -2806030 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -2806066.000000 Penalty: 4954.919434
	Iteration 47Q: 3 clusters Score -2806066 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -2806128.250000 Penalty: 4954.919434
	Iteration 48Q: 3 clusters Score -2806128 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -2806170.000000 Penalty: 4954.919434
	Iteration 49Q: 3 clusters Score -2806170 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -2806205.500000 Penalty: 4954.919434
	Iteration 50Q: 3 clusters Score -2806206 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -2806245.750000 Penalty: 4954.919434
	Iteration 51Q: 3 clusters Score -2806246 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -2806275.750000 Penalty: 4954.919434
	Iteration 52Q: 3 clusters Score -2806276 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -2806304.500000 Penalty: 4954.919434
	Iteration 53Q: 3 clusters Score -2806304 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -2806340.000000 Penalty: 4954.919434
	Iteration 54Q: 3 clusters Score -2806340 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -2806375.500000 Penalty: 4954.919434
	Iteration 55Q: 3 clusters Score -2806376 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -2806418.750000 Penalty: 4954.919434
	Iteration 56Q: 3 clusters Score -2806419 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -2806438.000000 Penalty: 4954.919434
	Iteration 57Q: 3 clusters Score -2806438 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -2806465.500000 Penalty: 4954.919434
	Iteration 58Q: 3 clusters Score -2806466 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -2806482.000000 Penalty: 4954.919434
	Iteration 59Q: 3 clusters Score -2806482 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -2806496.250000 Penalty: 4954.919434
	Iteration 60F: 3 clusters Score -2806496 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -2806504.500000 Penalty: 4954.919434
	Iteration 61Q: 3 clusters Score -2806504 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -2806516.500000 Penalty: 4954.919434
	Iteration 62Q: 3 clusters Score -2806516 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -2806523.500000 Penalty: 4954.919434
	Iteration 63Q: 3 clusters Score -2806524 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -2806529.500000 Penalty: 4954.919434
	Iteration 64Q: 3 clusters Score -2806530 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -2806547.250000 Penalty: 4954.919434
	Iteration 65Q: 3 clusters Score -2806547 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -2806560.000000 Penalty: 4954.919434
	Iteration 66Q: 3 clusters Score -2806560 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -2806569.000000 Penalty: 4954.919434
	Iteration 67Q: 3 clusters Score -2806569 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -2806571.500000 Penalty: 4954.919434
	Iteration 68Q: 3 clusters Score -2806572 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -2806581.000000 Penalty: 4954.919434
	Iteration 69Q: 3 clusters Score -2806581 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -2806596.250000 Penalty: 4954.919434
	Iteration 70Q: 3 clusters Score -2806596 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -2806601.250000 Penalty: 4954.919434
	Iteration 71Q: 3 clusters Score -2806601 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -2806604.750000 Penalty: 4954.919434
	Iteration 72Q: 3 clusters Score -2806605 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -2806621.250000 Penalty: 4954.919434
	Iteration 73Q: 3 clusters Score -2806621 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -2806639.500000 Penalty: 4954.919434
	Iteration 74Q: 3 clusters Score -2806640 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -2806659.500000 Penalty: 4954.919434
	Iteration 75Q: 3 clusters Score -2806660 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -2806658.000000 Penalty: 4954.919434
	Iteration 76Q: 3 clusters Score -2806658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -2806665.750000 Penalty: 4954.919434
	Iteration 77Q: 3 clusters Score -2806666 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -2806681.250000 Penalty: 4954.919434
	Iteration 78Q: 3 clusters Score -2806681 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -2806687.000000 Penalty: 4954.919434
	Iteration 79Q: 3 clusters Score -2806687 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -2806692.750000 Penalty: 4954.919434
	Iteration 80F: 3 clusters Score -2806693 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -2806705.750000 Penalty: 4954.919434
	Iteration 81Q: 3 clusters Score -2806706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -2806710.000000 Penalty: 4954.919434
	Iteration 82Q: 3 clusters Score -2806710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -2806712.000000 Penalty: 4954.919434
	Iteration 83Q: 3 clusters Score -2806712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -2806719.500000 Penalty: 4954.919434
	Iteration 84Q: 3 clusters Score -2806720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -2806717.500000 Penalty: 4954.919434
	Iteration 85Q: 3 clusters Score -2806718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -2806727.250000 Penalty: 4954.919434
	Iteration 86Q: 3 clusters Score -2806727 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -2806727.000000 Penalty: 4954.919434
	Iteration 87Q: 3 clusters Score -2806727 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -2806724.250000 Penalty: 4954.919434
	Iteration 88Q: 3 clusters Score -2806724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -2806739.500000 Penalty: 4954.919434
	Iteration 89Q: 3 clusters Score -2806740 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -2806753.500000 Penalty: 4954.919434
	Iteration 90Q: 3 clusters Score -2806754 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -2806755.750000 Penalty: 4954.919434
	Iteration 91Q: 3 clusters Score -2806756 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -2806770.750000 Penalty: 4954.919434
	Iteration 92Q: 3 clusters Score -2806771 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -2806777.750000 Penalty: 4954.919434
	Iteration 93Q: 3 clusters Score -2806778 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -2806796.000000 Penalty: 4954.919434
	Iteration 94Q: 3 clusters Score -2806796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -2806806.000000 Penalty: 4954.919434
	Iteration 95Q: 3 clusters Score -2806806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -2806819.000000 Penalty: 4954.919434
	Iteration 96Q: 3 clusters Score -2806819 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -2806816.500000 Penalty: 4954.919434
	Iteration 97Q: 3 clusters Score -2806816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -2806828.000000 Penalty: 4954.919434
	Iteration 98Q: 3 clusters Score -2806828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -2806838.250000 Penalty: 4954.919434
	Iteration 99Q: 3 clusters Score -2806838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -2806846.000000 Penalty: 4954.919434
	Iteration 100F: 3 clusters Score -2806846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -2806847.000000 Penalty: 4954.919434
	Iteration 101Q: 3 clusters Score -2806847 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -2806848.000000 Penalty: 4954.919434
	Iteration 102Q: 3 clusters Score -2806848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -2806851.500000 Penalty: 4954.919434
	Iteration 103Q: 3 clusters Score -2806852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -2806857.000000 Penalty: 4954.919434
	Iteration 104Q: 3 clusters Score -2806857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -2806859.500000 Penalty: 4954.919434
	Iteration 105Q: 3 clusters Score -2806860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -2806859.250000 Penalty: 4954.919434
	Iteration 106Q: 3 clusters Score -2806859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -2806867.000000 Penalty: 4954.919434
	Iteration 107Q: 3 clusters Score -2806867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -2806870.500000 Penalty: 4954.919434
	Iteration 108Q: 3 clusters Score -2806870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -2806875.750000 Penalty: 4954.919434
	Iteration 109Q: 3 clusters Score -2806876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -2806878.500000 Penalty: 4954.919434
	Iteration 110Q: 3 clusters Score -2806878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -2806875.250000 Penalty: 4954.919434
	Iteration 111Q: 3 clusters Score -2806875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -2806873.250000 Penalty: 4954.919434
	Iteration 112Q: 3 clusters Score -2806873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -2806875.500000 Penalty: 4954.919434
	Iteration 113Q: 3 clusters Score -2806876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -2806880.500000 Penalty: 4954.919434
	Iteration 114Q: 3 clusters Score -2806880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -2806877.750000 Penalty: 4954.919434
	Iteration 115Q: 3 clusters Score -2806878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -2806876.500000 Penalty: 4954.919434
	Iteration 116Q: 3 clusters Score -2806876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -2806884.000000 Penalty: 4954.919434
	Iteration 117Q: 3 clusters Score -2806884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -2806886.750000 Penalty: 4954.919434
	Iteration 118Q: 3 clusters Score -2806887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -2806890.250000 Penalty: 4954.919434
	Iteration 119Q: 3 clusters Score -2806890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -2806890.250000 Penalty: 4954.919434
	Iteration 120F: 3 clusters Score -2806890 nChanged 0
--- Evaluating fit on full set of 1383753 points ---
Entering Unmasked Estep 
Score: -173677424.000000 Penalty: 84163.125000
22->25 Clusters: Score -173677424.000000, best is -173698896.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 461251 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 20816 members 
Mstep: Class 3 contains 20964 members 
Mstep: Class 4 contains 20985 members 
Mstep: Class 5 contains 20807 members 
Mstep: Class 6 contains 20837 members 
Mstep: Class 7 contains 21032 members 
Mstep: Class 8 contains 21050 members 
Mstep: Class 9 contains 20955 members 
Mstep: Class 10 contains 20985 members 
Mstep: Class 11 contains 21133 members 
Mstep: Class 12 contains 21148 members 
Mstep: Class 13 contains 21105 members 
Mstep: Class 14 contains 20829 members 
Mstep: Class 15 contains 21031 members 
Mstep: Class 16 contains 20761 members 
Mstep: Class 17 contains 20847 members 
Mstep: Class 18 contains 20880 members 
Mstep: Class 19 contains 21165 members 
Mstep: Class 20 contains 21036 members 
Mstep: Class 21 contains 21016 members 
Mstep: Class 22 contains 20909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 43.285980 but Gain 3234.335938
Score: -53142428.000000 Penalty: 67921.164062
Iteration 0F: 22 clusters Score -5.314243e+07 nChanged 438823
Entering Unmasked Mstep 
Mstep: Class 0 contains 2967 members 
Mstep: Class 1 contains 45876 members 
Mstep: Class 2 contains 31676 members 
Mstep: Class 3 contains 26399 members 
Mstep: Class 4 contains 8096 members 
Mstep: Class 5 contains 474 members 
Mstep: Class 6 contains 31922 members 
Mstep: Class 7 contains 8119 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 13504 members 
Mstep: Class 10 contains 111871 members 
Mstep: Class 11 contains 950 members 
Mstep: Class 12 contains 66861 members 
Mstep: Class 13 contains 1680 members 
Mstep: Class 15 contains 12405 members 
Mstep: Class 16 contains 39853 members 
Mstep: Class 17 contains 2207 members 
Mstep: Class 18 contains 43829 members 
Mstep: Class 19 contains 682 members 
Mstep: Class 20 contains 10227 members 
Mstep: Class 21 contains 230 members 
Mstep: Class 22 contains 343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 616.184814 but Gain 3234.343750
Score: -56882192.000000 Penalty: 64686.820312
Iteration 1F: 21 clusters Score -5.688219e+07 nChanged 153914
Entering Unmasked Mstep 
Mstep: Class 0 contains 2194 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 22948 members 
Mstep: Class 3 contains 22151 members 
Mstep: Class 4 contains 5763 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 28777 members 
Mstep: Class 7 contains 3828 members 
Mstep: Class 9 contains 3181 members 
Mstep: Class 10 contains 160007 members 
Mstep: Class 11 contains 2240 members 
Mstep: Class 12 contains 71823 members 
Mstep: Class 13 contains 737 members 
Mstep: Class 15 contains 9655 members 
Mstep: Class 16 contains 48005 members 
Mstep: Class 17 contains 1978 members 
Mstep: Class 18 contains 39701 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 6586 members 
Mstep: Class 21 contains 453 members 
Mstep: Class 22 contains 1654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 797.938538 but Gain 3234.339844
Score: -57205392.000000 Penalty: 61452.480469
Iteration 2F: 20 clusters Score -5.720539e+07 nChanged 107120
Entering Unmasked Mstep 
Mstep: Class 0 contains 1792 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 14420 members 
Mstep: Class 3 contains 15805 members 
Mstep: Class 4 contains 4051 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 22993 members 
Mstep: Class 7 contains 2279 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 200519 members 
Mstep: Class 11 contains 3741 members 
Mstep: Class 12 contains 80157 members 
Mstep: Class 15 contains 6215 members 
Mstep: Class 16 contains 47844 members 
Mstep: Class 17 contains 2015 members 
Mstep: Class 18 contains 30511 members 
Mstep: Class 19 contains 896 members 
Mstep: Class 20 contains 3503 members 
Mstep: Class 21 contains 980 members 
Mstep: Class 22 contains 1669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1962.473145 but Gain 3234.343750
Score: -57353452.000000 Penalty: 58218.136719
Iteration 3F: 19 clusters Score -5.735345e+07 nChanged 81174
Entering Unmasked Mstep 
Mstep: Class 0 contains 1506 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 9039 members 
Mstep: Class 3 contains 10014 members 
Mstep: Class 4 contains 2789 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 17321 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 231340 members 
Mstep: Class 11 contains 4421 members 
Mstep: Class 12 contains 90690 members 
Mstep: Class 15 contains 3616 members 
Mstep: Class 16 contains 46073 members 
Mstep: Class 17 contains 2034 members 
Mstep: Class 18 contains 21161 members 
Mstep: Class 19 contains 1255 members 
Mstep: Class 20 contains 1992 members 
Mstep: Class 21 contains 1584 members 
Mstep: Class 22 contains 1461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 2088.186523 but Gain 3234.339844
Score: -57420640.000000 Penalty: 54983.796875
Iteration 4F: 18 clusters Score -5.742064e+07 nChanged 59759
Entering Unmasked Mstep 
Mstep: Class 0 contains 1438 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 6468 members 
Mstep: Class 3 contains 6371 members 
Mstep: Class 4 contains 2265 members 
Mstep: Class 5 contains 476 members 
Mstep: Class 6 contains 13832 members 
Mstep: Class 9 contains 611 members 
Mstep: Class 10 contains 241567 members 
Mstep: Class 11 contains 5096 members 
Mstep: Class 12 contains 100864 members 
Mstep: Class 15 contains 2142 members 
Mstep: Class 16 contains 48032 members 
Mstep: Class 17 contains 2165 members 
Mstep: Class 18 contains 14369 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 21 contains 1881 members 
Mstep: Class 22 contains 1406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1511.841553 but Gain 3234.339844
Score: -57480716.000000 Penalty: 51749.457031
Iteration 5F: 17 clusters Score -5.748072e+07 nChanged 43815
Entering Unmasked Mstep 
Mstep: Class 0 contains 1234 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 5312 members 
Mstep: Class 3 contains 4425 members 
Mstep: Class 4 contains 1976 members 
Mstep: Class 5 contains 481 members 
Mstep: Class 6 contains 12682 members 
Mstep: Class 9 contains 814 members 
Mstep: Class 10 contains 238178 members 
Mstep: Class 11 contains 5945 members 
Mstep: Class 12 contains 109049 members 
Mstep: Class 16 contains 53088 members 
Mstep: Class 17 contains 2327 members 
Mstep: Class 18 contains 10160 members 
Mstep: Class 19 contains 1671 members 
Mstep: Class 21 contains 1925 members 
Mstep: Class 22 contains 1408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57539140.000000 Penalty: 51749.457031
Iteration 6F: 17 clusters Score -5.753914e+07 nChanged 33233
Entering Unmasked Mstep 
Mstep: Class 0 contains 1058 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 4798 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 1943 members 
Mstep: Class 5 contains 481 members 
Mstep: Class 6 contains 12685 members 
Mstep: Class 9 contains 1003 members 
Mstep: Class 10 contains 227918 members 
Mstep: Class 11 contains 6912 members 
Mstep: Class 12 contains 114793 members 
Mstep: Class 16 contains 58785 members 
Mstep: Class 17 contains 2476 members 
Mstep: Class 18 contains 8049 members 
Mstep: Class 19 contains 1709 members 
Mstep: Class 21 contains 1903 members 
Mstep: Class 22 contains 1416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57584864.000000 Penalty: 51749.457031
Iteration 7F: 17 clusters Score -5.758486e+07 nChanged 27068
Entering Unmasked Mstep 
Mstep: Class 0 contains 927 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 4636 members 
Mstep: Class 3 contains 2725 members 
Mstep: Class 4 contains 2181 members 
Mstep: Class 5 contains 482 members 
Mstep: Class 6 contains 13075 members 
Mstep: Class 9 contains 1132 members 
Mstep: Class 10 contains 215766 members 
Mstep: Class 11 contains 7854 members 
Mstep: Class 12 contains 119134 members 
Mstep: Class 16 contains 64511 members 
Mstep: Class 17 contains 2691 members 
Mstep: Class 18 contains 7302 members 
Mstep: Class 19 contains 1692 members 
Mstep: Class 21 contains 1883 members 
Mstep: Class 22 contains 1418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57617820.000000 Penalty: 51749.457031
Iteration 8F: 17 clusters Score -5.761782e+07 nChanged 21931
Entering Unmasked Mstep 
Mstep: Class 0 contains 851 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 4685 members 
Mstep: Class 3 contains 2308 members 
Mstep: Class 4 contains 2497 members 
Mstep: Class 5 contains 484 members 
Mstep: Class 6 contains 13320 members 
Mstep: Class 9 contains 1206 members 
Mstep: Class 10 contains 204597 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 122299 members 
Mstep: Class 16 contains 69599 members 
Mstep: Class 17 contains 2968 members 
Mstep: Class 18 contains 7009 members 
Mstep: Class 19 contains 1654 members 
Mstep: Class 21 contains 1868 members 
Mstep: Class 22 contains 1417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57637660.000000 Penalty: 51749.457031
Iteration 9Q: 17 clusters Score -5.763766e+07 nChanged 17755
Entering Unmasked Mstep 
Mstep: Class 0 contains 848 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 4924 members 
Mstep: Class 3 contains 2055 members 
Mstep: Class 4 contains 2841 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 13392 members 
Mstep: Class 9 contains 1206 members 
Mstep: Class 10 contains 194891 members 
Mstep: Class 11 contains 9657 members 
Mstep: Class 12 contains 124691 members 
Mstep: Class 16 contains 74007 members 
Mstep: Class 17 contains 3257 members 
Mstep: Class 18 contains 6836 members 
Mstep: Class 19 contains 1627 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 1411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57650372.000000 Penalty: 51749.457031
Iteration 10Q: 17 clusters Score -5.765037e+07 nChanged 14734
Entering Unmasked Mstep 
Mstep: Class 0 contains 848 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 5205 members 
Mstep: Class 3 contains 1948 members 
Mstep: Class 4 contains 3196 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 13193 members 
Mstep: Class 9 contains 1206 members 
Mstep: Class 10 contains 187200 members 
Mstep: Class 11 contains 10517 members 
Mstep: Class 12 contains 126154 members 
Mstep: Class 16 contains 77764 members 
Mstep: Class 17 contains 3548 members 
Mstep: Class 18 contains 6625 members 
Mstep: Class 19 contains 1600 members 
Mstep: Class 21 contains 1854 members 
Mstep: Class 22 contains 1398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57658424.000000 Penalty: 51749.457031
Iteration 11Q: 17 clusters Score -5.765842e+07 nChanged 12595
Entering Unmasked Mstep 
Mstep: Class 0 contains 848 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 5507 members 
Mstep: Class 3 contains 1900 members 
Mstep: Class 4 contains 3486 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 12896 members 
Mstep: Class 9 contains 1206 members 
Mstep: Class 10 contains 180686 members 
Mstep: Class 11 contains 11294 members 
Mstep: Class 12 contains 127419 members 
Mstep: Class 16 contains 81036 members 
Mstep: Class 17 contains 3802 members 
Mstep: Class 18 contains 6409 members 
Mstep: Class 19 contains 1573 members 
Mstep: Class 21 contains 1852 members 
Mstep: Class 22 contains 1396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57663592.000000 Penalty: 51749.457031
Iteration 12Q: 17 clusters Score -5.766359e+07 nChanged 11278
Entering Unmasked Mstep 
Mstep: Class 0 contains 848 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 5819 members 
Mstep: Class 3 contains 1876 members 
Mstep: Class 4 contains 3738 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 12485 members 
Mstep: Class 9 contains 1206 members 
Mstep: Class 10 contains 174778 members 
Mstep: Class 11 contains 11996 members 
Mstep: Class 12 contains 128772 members 
Mstep: Class 16 contains 83926 members 
Mstep: Class 17 contains 4026 members 
Mstep: Class 18 contains 6252 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 21 contains 1850 members 
Mstep: Class 22 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57668536.000000 Penalty: 51749.457031
Iteration 13Q: 17 clusters Score -5.766854e+07 nChanged 9891
Entering Unmasked Mstep 
Mstep: Class 0 contains 848 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 6101 members 
Mstep: Class 3 contains 1886 members 
Mstep: Class 4 contains 3897 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 12094 members 
Mstep: Class 9 contains 1206 members 
Mstep: Class 10 contains 169762 members 
Mstep: Class 11 contains 12637 members 
Mstep: Class 12 contains 130056 members 
Mstep: Class 16 contains 86350 members 
Mstep: Class 17 contains 4203 members 
Mstep: Class 18 contains 6081 members 
Mstep: Class 19 contains 1503 members 
Mstep: Class 21 contains 1847 members 
Mstep: Class 22 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57672832.000000 Penalty: 51749.457031
Iteration 14Q: 17 clusters Score -5.767283e+07 nChanged 8592
Entering Unmasked Mstep 
Mstep: Class 0 contains 848 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 6343 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 4013 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 11724 members 
Mstep: Class 9 contains 1206 members 
Mstep: Class 10 contains 165606 members 
Mstep: Class 11 contains 13172 members 
Mstep: Class 12 contains 131178 members 
Mstep: Class 16 contains 88393 members 
Mstep: Class 17 contains 4342 members 
Mstep: Class 18 contains 5944 members 
Mstep: Class 19 contains 1485 members 
Mstep: Class 21 contains 1845 members 
Mstep: Class 22 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57675940.000000 Penalty: 51749.457031
Iteration 15Q: 17 clusters Score -5.767594e+07 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 848 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 6484 members 
Mstep: Class 3 contains 1944 members 
Mstep: Class 4 contains 4066 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 11517 members 
Mstep: Class 9 contains 1206 members 
Mstep: Class 10 contains 162082 members 
Mstep: Class 11 contains 13677 members 
Mstep: Class 12 contains 132169 members 
Mstep: Class 16 contains 90049 members 
Mstep: Class 17 contains 4467 members 
Mstep: Class 18 contains 5833 members 
Mstep: Class 19 contains 1449 members 
Mstep: Class 21 contains 1845 members 
Mstep: Class 22 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57678960.000000 Penalty: 51749.457031
Iteration 16Q: 17 clusters Score -5.767896e+07 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 848 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 6541 members 
Mstep: Class 3 contains 1971 members 
Mstep: Class 4 contains 4109 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 11404 members 
Mstep: Class 9 contains 1206 members 
Mstep: Class 10 contains 159136 members 
Mstep: Class 11 contains 14132 members 
Mstep: Class 12 contains 133032 members 
Mstep: Class 16 contains 91340 members 
Mstep: Class 17 contains 4611 members 
Mstep: Class 18 contains 5743 members 
Mstep: Class 19 contains 1422 members 
Mstep: Class 21 contains 1845 members 
Mstep: Class 22 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57680788.000000 Penalty: 51749.457031
Iteration 17Q: 17 clusters Score -5.768079e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 848 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 6502 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 4121 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 11341 members 
Mstep: Class 9 contains 1206 members 
Mstep: Class 10 contains 156770 members 
Mstep: Class 11 contains 14504 members 
Mstep: Class 12 contains 133834 members 
Mstep: Class 16 contains 92329 members 
Mstep: Class 17 contains 4743 members 
Mstep: Class 18 contains 5686 members 
Mstep: Class 19 contains 1401 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57682132.000000 Penalty: 51749.457031
Iteration 18Q: 17 clusters Score -5.768213e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 848 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 6442 members 
Mstep: Class 3 contains 2112 members 
Mstep: Class 4 contains 4145 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 11287 members 
Mstep: Class 9 contains 1206 members 
Mstep: Class 10 contains 154957 members 
Mstep: Class 11 contains 14823 members 
Mstep: Class 12 contains 134501 members 
Mstep: Class 16 contains 93090 members 
Mstep: Class 17 contains 4849 members 
Mstep: Class 18 contains 5625 members 
Mstep: Class 19 contains 1379 members 
Mstep: Class 21 contains 1840 members 
Mstep: Class 22 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57683588.000000 Penalty: 51749.457031
Iteration 19Q: 17 clusters Score -5.768359e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 848 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 6316 members 
Mstep: Class 3 contains 2202 members 
Mstep: Class 4 contains 4159 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 11247 members 
Mstep: Class 9 contains 1206 members 
Mstep: Class 10 contains 153502 members 
Mstep: Class 11 contains 15111 members 
Mstep: Class 12 contains 135109 members 
Mstep: Class 16 contains 93684 members 
Mstep: Class 17 contains 4923 members 
Mstep: Class 18 contains 5563 members 
Mstep: Class 19 contains 1354 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57686128.000000 Penalty: 51749.457031
Iteration 20F: 17 clusters Score -5.768613e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 6263 members 
Mstep: Class 3 contains 2327 members 
Mstep: Class 4 contains 4162 members 
Mstep: Class 5 contains 490 members 
Mstep: Class 6 contains 11240 members 
Mstep: Class 9 contains 1222 members 
Mstep: Class 10 contains 152254 members 
Mstep: Class 11 contains 15363 members 
Mstep: Class 12 contains 135685 members 
Mstep: Class 16 contains 94112 members 
Mstep: Class 17 contains 4979 members 
Mstep: Class 18 contains 5501 members 
Mstep: Class 19 contains 1418 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57688488.000000 Penalty: 51749.457031
Iteration 21Q: 17 clusters Score -5.768849e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 830 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 6170 members 
Mstep: Class 3 contains 2438 members 
Mstep: Class 4 contains 4149 members 
Mstep: Class 5 contains 491 members 
Mstep: Class 6 contains 11289 members 
Mstep: Class 9 contains 1223 members 
Mstep: Class 10 contains 151293 members 
Mstep: Class 11 contains 15573 members 
Mstep: Class 12 contains 136253 members 
Mstep: Class 16 contains 94364 members 
Mstep: Class 17 contains 5047 members 
Mstep: Class 18 contains 5466 members 
Mstep: Class 19 contains 1376 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 1283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57689580.000000 Penalty: 51749.457031
Iteration 22Q: 17 clusters Score -5.768958e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 830 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 6070 members 
Mstep: Class 3 contains 2545 members 
Mstep: Class 4 contains 4131 members 
Mstep: Class 5 contains 492 members 
Mstep: Class 6 contains 11310 members 
Mstep: Class 9 contains 1223 members 
Mstep: Class 10 contains 150575 members 
Mstep: Class 11 contains 15747 members 
Mstep: Class 12 contains 136766 members 
Mstep: Class 16 contains 94574 members 
Mstep: Class 17 contains 5110 members 
Mstep: Class 18 contains 5423 members 
Mstep: Class 19 contains 1322 members 
Mstep: Class 21 contains 1837 members 
Mstep: Class 22 contains 1278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57690280.000000 Penalty: 51749.457031
Iteration 23Q: 17 clusters Score -5.769028e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 830 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 5966 members 
Mstep: Class 3 contains 2639 members 
Mstep: Class 4 contains 4125 members 
Mstep: Class 5 contains 493 members 
Mstep: Class 6 contains 11309 members 
Mstep: Class 9 contains 1223 members 
Mstep: Class 10 contains 150154 members 
Mstep: Class 11 contains 15892 members 
Mstep: Class 12 contains 137134 members 
Mstep: Class 16 contains 94713 members 
Mstep: Class 17 contains 5159 members 
Mstep: Class 18 contains 5392 members 
Mstep: Class 19 contains 1268 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57691156.000000 Penalty: 51749.457031
Iteration 24Q: 17 clusters Score -5.769116e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 830 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 5832 members 
Mstep: Class 3 contains 2732 members 
Mstep: Class 4 contains 4113 members 
Mstep: Class 5 contains 495 members 
Mstep: Class 6 contains 11306 members 
Mstep: Class 9 contains 1223 members 
Mstep: Class 10 contains 149797 members 
Mstep: Class 11 contains 16025 members 
Mstep: Class 12 contains 137443 members 
Mstep: Class 16 contains 94819 members 
Mstep: Class 17 contains 5207 members 
Mstep: Class 18 contains 5370 members 
Mstep: Class 19 contains 1219 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57691744.000000 Penalty: 51749.457031
Iteration 25Q: 17 clusters Score -5.769174e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 830 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 5723 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 4105 members 
Mstep: Class 5 contains 495 members 
Mstep: Class 6 contains 11300 members 
Mstep: Class 9 contains 1223 members 
Mstep: Class 10 contains 149469 members 
Mstep: Class 11 contains 16136 members 
Mstep: Class 12 contains 137711 members 
Mstep: Class 16 contains 94916 members 
Mstep: Class 17 contains 5247 members 
Mstep: Class 18 contains 5350 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57692436.000000 Penalty: 51749.457031
Iteration 26Q: 17 clusters Score -5.769244e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 830 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 5669 members 
Mstep: Class 3 contains 2888 members 
Mstep: Class 4 contains 4097 members 
Mstep: Class 5 contains 495 members 
Mstep: Class 6 contains 11277 members 
Mstep: Class 9 contains 1223 members 
Mstep: Class 10 contains 149210 members 
Mstep: Class 11 contains 16227 members 
Mstep: Class 12 contains 137932 members 
Mstep: Class 16 contains 94950 members 
Mstep: Class 17 contains 5277 members 
Mstep: Class 18 contains 5338 members 
Mstep: Class 19 contains 1121 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57693096.000000 Penalty: 51749.457031
Iteration 27Q: 17 clusters Score -5.76931e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 830 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 5571 members 
Mstep: Class 3 contains 2953 members 
Mstep: Class 4 contains 4093 members 
Mstep: Class 5 contains 495 members 
Mstep: Class 6 contains 11241 members 
Mstep: Class 9 contains 1223 members 
Mstep: Class 10 contains 149089 members 
Mstep: Class 11 contains 16302 members 
Mstep: Class 12 contains 138094 members 
Mstep: Class 16 contains 94976 members 
Mstep: Class 17 contains 5298 members 
Mstep: Class 18 contains 5329 members 
Mstep: Class 19 contains 1091 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57693312.000000 Penalty: 51749.457031
Iteration 28Q: 17 clusters Score -5.769331e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 830 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 5491 members 
Mstep: Class 3 contains 3021 members 
Mstep: Class 4 contains 4087 members 
Mstep: Class 5 contains 495 members 
Mstep: Class 6 contains 11196 members 
Mstep: Class 9 contains 1223 members 
Mstep: Class 10 contains 149048 members 
Mstep: Class 11 contains 16373 members 
Mstep: Class 12 contains 138170 members 
Mstep: Class 16 contains 95004 members 
Mstep: Class 17 contains 5310 members 
Mstep: Class 18 contains 5318 members 
Mstep: Class 19 contains 1081 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57693572.000000 Penalty: 51749.457031
Iteration 29Q: 17 clusters Score -5.769357e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 830 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 5418 members 
Mstep: Class 3 contains 3091 members 
Mstep: Class 4 contains 4076 members 
Mstep: Class 5 contains 495 members 
Mstep: Class 6 contains 11173 members 
Mstep: Class 9 contains 1223 members 
Mstep: Class 10 contains 149031 members 
Mstep: Class 11 contains 16435 members 
Mstep: Class 12 contains 138227 members 
Mstep: Class 16 contains 95026 members 
Mstep: Class 17 contains 5305 members 
Mstep: Class 18 contains 5298 members 
Mstep: Class 19 contains 1080 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57693604.000000 Penalty: 51749.457031
Iteration 30Q: 17 clusters Score -5.76936e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 830 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 5359 members 
Mstep: Class 3 contains 3159 members 
Mstep: Class 4 contains 4071 members 
Mstep: Class 5 contains 495 members 
Mstep: Class 6 contains 11140 members 
Mstep: Class 9 contains 1223 members 
Mstep: Class 10 contains 149015 members 
Mstep: Class 11 contains 16489 members 
Mstep: Class 12 contains 138294 members 
Mstep: Class 16 contains 95028 members 
Mstep: Class 17 contains 5304 members 
Mstep: Class 18 contains 5278 members 
Mstep: Class 19 contains 1080 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57693548.000000 Penalty: 51749.457031
Iteration 31Q: 17 clusters Score -5.769355e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 830 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 5315 members 
Mstep: Class 3 contains 3211 members 
Mstep: Class 4 contains 4067 members 
Mstep: Class 5 contains 494 members 
Mstep: Class 6 contains 11125 members 
Mstep: Class 9 contains 1223 members 
Mstep: Class 10 contains 149023 members 
Mstep: Class 11 contains 16539 members 
Mstep: Class 12 contains 138309 members 
Mstep: Class 16 contains 95041 members 
Mstep: Class 17 contains 5310 members 
Mstep: Class 18 contains 5251 members 
Mstep: Class 19 contains 1080 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57693984.000000 Penalty: 51749.457031
Iteration 32Q: 17 clusters Score -5.769398e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 830 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 5277 members 
Mstep: Class 3 contains 3251 members 
Mstep: Class 4 contains 4064 members 
Mstep: Class 5 contains 495 members 
Mstep: Class 6 contains 11105 members 
Mstep: Class 9 contains 1223 members 
Mstep: Class 10 contains 149006 members 
Mstep: Class 11 contains 16580 members 
Mstep: Class 12 contains 138338 members 
Mstep: Class 16 contains 95072 members 
Mstep: Class 17 contains 5316 members 
Mstep: Class 18 contains 5231 members 
Mstep: Class 19 contains 1080 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57694052.000000 Penalty: 51749.457031
Iteration 33Q: 17 clusters Score -5.769405e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 830 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 5230 members 
Mstep: Class 3 contains 3283 members 
Mstep: Class 4 contains 4068 members 
Mstep: Class 5 contains 495 members 
Mstep: Class 6 contains 11106 members 
Mstep: Class 9 contains 1223 members 
Mstep: Class 10 contains 149032 members 
Mstep: Class 11 contains 16621 members 
Mstep: Class 12 contains 138350 members 
Mstep: Class 16 contains 95067 members 
Mstep: Class 17 contains 5320 members 
Mstep: Class 18 contains 5215 members 
Mstep: Class 19 contains 1080 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57694084.000000 Penalty: 51749.457031
Iteration 34Q: 17 clusters Score -5.769408e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 830 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 5186 members 
Mstep: Class 3 contains 3307 members 
Mstep: Class 4 contains 4074 members 
Mstep: Class 5 contains 495 members 
Mstep: Class 6 contains 11102 members 
Mstep: Class 9 contains 1223 members 
Mstep: Class 10 contains 149093 members 
Mstep: Class 11 contains 16649 members 
Mstep: Class 12 contains 138366 members 
Mstep: Class 16 contains 95056 members 
Mstep: Class 17 contains 5321 members 
Mstep: Class 18 contains 5196 members 
Mstep: Class 19 contains 1080 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57694184.000000 Penalty: 51749.457031
Iteration 35Q: 17 clusters Score -5.769418e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 830 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 5130 members 
Mstep: Class 3 contains 3329 members 
Mstep: Class 4 contains 4074 members 
Mstep: Class 5 contains 495 members 
Mstep: Class 6 contains 11087 members 
Mstep: Class 9 contains 1223 members 
Mstep: Class 10 contains 149189 members 
Mstep: Class 11 contains 16679 members 
Mstep: Class 12 contains 138357 members 
Mstep: Class 16 contains 95052 members 
Mstep: Class 17 contains 5321 members 
Mstep: Class 18 contains 5177 members 
Mstep: Class 19 contains 1080 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57694260.000000 Penalty: 51749.457031
Iteration 36Q: 17 clusters Score -5.769426e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 830 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 5066 members 
Mstep: Class 3 contains 3354 members 
Mstep: Class 4 contains 4076 members 
Mstep: Class 5 contains 495 members 
Mstep: Class 6 contains 11075 members 
Mstep: Class 9 contains 1223 members 
Mstep: Class 10 contains 149301 members 
Mstep: Class 11 contains 16700 members 
Mstep: Class 12 contains 138336 members 
Mstep: Class 16 contains 95047 members 
Mstep: Class 17 contains 5327 members 
Mstep: Class 18 contains 5164 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57694388.000000 Penalty: 51749.457031
Iteration 37Q: 17 clusters Score -5.769439e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 830 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 5006 members 
Mstep: Class 3 contains 3381 members 
Mstep: Class 4 contains 4088 members 
Mstep: Class 5 contains 495 members 
Mstep: Class 6 contains 11054 members 
Mstep: Class 9 contains 1223 members 
Mstep: Class 10 contains 149379 members 
Mstep: Class 11 contains 16713 members 
Mstep: Class 12 contains 138311 members 
Mstep: Class 16 contains 95054 members 
Mstep: Class 17 contains 5331 members 
Mstep: Class 18 contains 5159 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57694464.000000 Penalty: 51749.457031
Iteration 38Q: 17 clusters Score -5.769446e+07 nChanged 444
Entering ConstructFrom: 
Score: -57694464.000000 Penalty: 51749.457031
Entering ConstructFrom: 
Trying to split cluster 1 (21009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Entering Unmasked Estep 
Score: -2699880.750000 Penalty: 2468.271240
	Iteration 0F: 2 clusters Score -2699881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2685122.250000 Penalty: 4936.542480
	Iteration 0F: 3 clusters Score -2685122 nChanged 9293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -2690305.250000 Penalty: 4936.542480
	Iteration 1F: 3 clusters Score -2690305 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2690903.500000 Penalty: 4936.542480
	Iteration 2F: 3 clusters Score -2690904 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -2691456.000000 Penalty: 4936.542480
	Iteration 3F: 3 clusters Score -2691456 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2692036.750000 Penalty: 4936.542480
	Iteration 4F: 3 clusters Score -2692037 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -2692607.500000 Penalty: 4936.542480
	Iteration 5F: 3 clusters Score -2692608 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2693258.500000 Penalty: 4936.542480
	Iteration 6F: 3 clusters Score -2693258 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -2693949.000000 Penalty: 4936.542480
	Iteration 7F: 3 clusters Score -2693949 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2694619.250000 Penalty: 4936.542480
	Iteration 8Q: 3 clusters Score -2694619 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -2695177.000000 Penalty: 4936.542480
	Iteration 9Q: 3 clusters Score -2695177 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -2695630.000000 Penalty: 4936.542480
	Iteration 10Q: 3 clusters Score -2695630 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -2696032.250000 Penalty: 4936.542480
	Iteration 11Q: 3 clusters Score -2696032 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -2696341.500000 Penalty: 4936.542480
	Iteration 12Q: 3 clusters Score -2696342 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -2696557.500000 Penalty: 4936.542480
	Iteration 13Q: 3 clusters Score -2696558 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -2696739.750000 Penalty: 4936.542480
	Iteration 14Q: 3 clusters Score -2696740 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2696862.250000 Penalty: 4936.542480
	Iteration 15Q: 3 clusters Score -2696862 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2696966.000000 Penalty: 4936.542480
	Iteration 16Q: 3 clusters Score -2696966 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -2697073.000000 Penalty: 4936.542480
	Iteration 17Q: 3 clusters Score -2697073 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2697125.000000 Penalty: 4936.542480
	Iteration 18Q: 3 clusters Score -2697125 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2697189.750000 Penalty: 4936.542480
	Iteration 19Q: 3 clusters Score -2697190 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2697245.750000 Penalty: 4936.542480
	Iteration 20F: 3 clusters Score -2697246 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2697288.250000 Penalty: 4936.542480
	Iteration 21Q: 3 clusters Score -2697288 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2697333.000000 Penalty: 4936.542480
	Iteration 22Q: 3 clusters Score -2697333 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2697370.000000 Penalty: 4936.542480
	Iteration 23Q: 3 clusters Score -2697370 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2697416.250000 Penalty: 4936.542480
	Iteration 24Q: 3 clusters Score -2697416 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2697452.750000 Penalty: 4936.542480
	Iteration 25Q: 3 clusters Score -2697453 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2697482.750000 Penalty: 4936.542480
	Iteration 26Q: 3 clusters Score -2697483 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2697514.500000 Penalty: 4936.542480
	Iteration 27Q: 3 clusters Score -2697514 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2697549.750000 Penalty: 4936.542480
	Iteration 28Q: 3 clusters Score -2697550 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2697580.750000 Penalty: 4936.542480
	Iteration 29Q: 3 clusters Score -2697581 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2697620.750000 Penalty: 4936.542480
	Iteration 30Q: 3 clusters Score -2697621 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2697638.750000 Penalty: 4936.542480
	Iteration 31Q: 3 clusters Score -2697639 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2697659.750000 Penalty: 4936.542480
	Iteration 32Q: 3 clusters Score -2697660 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2697684.000000 Penalty: 4936.542480
	Iteration 33Q: 3 clusters Score -2697684 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2697705.500000 Penalty: 4936.542480
	Iteration 34Q: 3 clusters Score -2697706 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2697722.500000 Penalty: 4936.542480
	Iteration 35Q: 3 clusters Score -2697722 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2697739.000000 Penalty: 4936.542480
	Iteration 36Q: 3 clusters Score -2697739 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2697758.000000 Penalty: 4936.542480
	Iteration 37Q: 3 clusters Score -2697758 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2697776.000000 Penalty: 4936.542480
	Iteration 38Q: 3 clusters Score -2697776 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2697787.500000 Penalty: 4936.542480
	Iteration 39Q: 3 clusters Score -2697788 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2697810.000000 Penalty: 4936.542480
	Iteration 40F: 3 clusters Score -2697810 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2697826.250000 Penalty: 4936.542480
	Iteration 41Q: 3 clusters Score -2697826 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2697831.750000 Penalty: 4936.542480
	Iteration 42Q: 3 clusters Score -2697832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2697841.750000 Penalty: 4936.542480
	Iteration 43Q: 3 clusters Score -2697842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2697847.500000 Penalty: 4936.542480
	Iteration 44Q: 3 clusters Score -2697848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2697852.750000 Penalty: 4936.542480
	Iteration 45Q: 3 clusters Score -2697853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2697855.750000 Penalty: 4936.542480
	Iteration 46Q: 3 clusters Score -2697856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2697868.750000 Penalty: 4936.542480
	Iteration 47Q: 3 clusters Score -2697869 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2697880.250000 Penalty: 4936.542480
	Iteration 48Q: 3 clusters Score -2697880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2697881.000000 Penalty: 4936.542480
	Iteration 49Q: 3 clusters Score -2697881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2697885.500000 Penalty: 4936.542480
	Iteration 50Q: 3 clusters Score -2697886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2697885.000000 Penalty: 4936.542480
	Iteration 51Q: 3 clusters Score -2697885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2697894.000000 Penalty: 4936.542480
	Iteration 52Q: 3 clusters Score -2697894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2697900.750000 Penalty: 4936.542480
	Iteration 53Q: 3 clusters Score -2697901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2697910.500000 Penalty: 4936.542480
	Iteration 54Q: 3 clusters Score -2697910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2697906.750000 Penalty: 4936.542480
	Iteration 55Q: 3 clusters Score -2697907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2697907.500000 Penalty: 4936.542480
	Iteration 56Q: 3 clusters Score -2697908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2697911.250000 Penalty: 4936.542480
	Iteration 57Q: 3 clusters Score -2697911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2697914.750000 Penalty: 4936.542480
	Iteration 58Q: 3 clusters Score -2697915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2697918.000000 Penalty: 4936.542480
	Iteration 59Q: 3 clusters Score -2697918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2697920.000000 Penalty: 4936.542480
	Iteration 60F: 3 clusters Score -2697920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2697926.250000 Penalty: 4936.542480
	Iteration 61Q: 3 clusters Score -2697926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2697927.500000 Penalty: 4936.542480
	Iteration 62Q: 3 clusters Score -2697928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2697932.250000 Penalty: 4936.542480
	Iteration 63Q: 3 clusters Score -2697932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2697937.500000 Penalty: 4936.542480
	Iteration 64Q: 3 clusters Score -2697938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2697940.500000 Penalty: 4936.542480
	Iteration 65Q: 3 clusters Score -2697940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2697946.500000 Penalty: 4936.542480
	Iteration 66Q: 3 clusters Score -2697946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2697947.250000 Penalty: 4936.542480
	Iteration 67Q: 3 clusters Score -2697947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2697946.750000 Penalty: 4936.542480
	Iteration 68Q: 3 clusters Score -2697947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2697951.250000 Penalty: 4936.542480
	Iteration 69Q: 3 clusters Score -2697951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2697951.250000 Penalty: 4936.542480
	Iteration 70F: 3 clusters Score -2697951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Entering Unmasked Estep 
Score: -645919.937500 Penalty: 2109.671143
	Iteration 0F: 2 clusters Score -645919.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -641429.625000 Penalty: 4219.342285
	Iteration 0F: 3 clusters Score -641429.6 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -642505.562500 Penalty: 4219.342285
	Iteration 1F: 3 clusters Score -642505.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -642709.562500 Penalty: 4219.342285
	Iteration 2F: 3 clusters Score -642709.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -642829.875000 Penalty: 4219.342285
	Iteration 3Q: 3 clusters Score -642829.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -642907.562500 Penalty: 4219.342285
	Iteration 4Q: 3 clusters Score -642907.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -642953.812500 Penalty: 4219.342285
	Iteration 5Q: 3 clusters Score -642953.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -642989.375000 Penalty: 4219.342285
	Iteration 6Q: 3 clusters Score -642989.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -643012.312500 Penalty: 4219.342285
	Iteration 7Q: 3 clusters Score -643012.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -643036.375000 Penalty: 4219.342285
	Iteration 8Q: 3 clusters Score -643036.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -643064.250000 Penalty: 4219.342285
	Iteration 9Q: 3 clusters Score -643064.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -643088.187500 Penalty: 4219.342285
	Iteration 10Q: 3 clusters Score -643088.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -643114.000000 Penalty: 4219.342285
	Iteration 11Q: 3 clusters Score -643114 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -643139.000000 Penalty: 4219.342285
	Iteration 12Q: 3 clusters Score -643139 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -643166.375000 Penalty: 4219.342285
	Iteration 13Q: 3 clusters Score -643166.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -643196.750000 Penalty: 4219.342285
	Iteration 14Q: 3 clusters Score -643196.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -643229.250000 Penalty: 4219.342285
	Iteration 15Q: 3 clusters Score -643229.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -643265.000000 Penalty: 4219.342285
	Iteration 16Q: 3 clusters Score -643265 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -643302.187500 Penalty: 4219.342285
	Iteration 17Q: 3 clusters Score -643302.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -643337.500000 Penalty: 4219.342285
	Iteration 18Q: 3 clusters Score -643337.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -643365.625000 Penalty: 4219.342285
	Iteration 19Q: 3 clusters Score -643365.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -643393.375000 Penalty: 4219.342285
	Iteration 20F: 3 clusters Score -643393.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -643421.625000 Penalty: 4219.342285
	Iteration 21Q: 3 clusters Score -643421.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -643448.562500 Penalty: 4219.342285
	Iteration 22Q: 3 clusters Score -643448.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -643483.875000 Penalty: 4219.342285
	Iteration 23Q: 3 clusters Score -643483.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -643517.937500 Penalty: 4219.342285
	Iteration 24Q: 3 clusters Score -643517.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -643556.187500 Penalty: 4219.342285
	Iteration 25Q: 3 clusters Score -643556.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -643594.000000 Penalty: 4219.342285
	Iteration 26Q: 3 clusters Score -643594 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -643642.500000 Penalty: 4219.342285
	Iteration 27Q: 3 clusters Score -643642.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -643693.875000 Penalty: 4219.342285
	Iteration 28Q: 3 clusters Score -643693.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -643751.812500 Penalty: 4219.342285
	Iteration 29Q: 3 clusters Score -643751.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -643833.625000 Penalty: 4219.342285
	Iteration 30Q: 3 clusters Score -643833.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -643896.375000 Penalty: 4219.342285
	Iteration 31Q: 3 clusters Score -643896.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -643966.500000 Penalty: 4219.342285
	Iteration 32Q: 3 clusters Score -643966.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -644042.500000 Penalty: 4219.342285
	Iteration 33Q: 3 clusters Score -644042.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -644123.125000 Penalty: 4219.342285
	Iteration 34Q: 3 clusters Score -644123.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -644215.687500 Penalty: 4219.342285
	Iteration 35Q: 3 clusters Score -644215.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -644314.562500 Penalty: 4219.342285
	Iteration 36Q: 3 clusters Score -644314.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -644381.875000 Penalty: 4219.342285
	Iteration 37Q: 3 clusters Score -644381.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -644432.937500 Penalty: 4219.342285
	Iteration 38Q: 3 clusters Score -644432.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -644472.125000 Penalty: 4219.342285
	Iteration 39Q: 3 clusters Score -644472.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -644506.500000 Penalty: 4219.342285
	Iteration 40F: 3 clusters Score -644506.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -644530.062500 Penalty: 4219.342285
	Iteration 41Q: 3 clusters Score -644530.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -644553.312500 Penalty: 4219.342285
	Iteration 42Q: 3 clusters Score -644553.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -644574.562500 Penalty: 4219.342285
	Iteration 43Q: 3 clusters Score -644574.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -644585.750000 Penalty: 4219.342285
	Iteration 44Q: 3 clusters Score -644585.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -644593.250000 Penalty: 4219.342285
	Iteration 45Q: 3 clusters Score -644593.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -644598.375000 Penalty: 4219.342285
	Iteration 46Q: 3 clusters Score -644598.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -644603.375000 Penalty: 4219.342285
	Iteration 47Q: 3 clusters Score -644603.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -644609.562500 Penalty: 4219.342285
	Iteration 48Q: 3 clusters Score -644609.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -644613.312500 Penalty: 4219.342285
	Iteration 49Q: 3 clusters Score -644613.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -644613.500000 Penalty: 4219.342285
	Iteration 50Q: 3 clusters Score -644613.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -644614.875000 Penalty: 4219.342285
	Iteration 51Q: 3 clusters Score -644614.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -644615.437500 Penalty: 4219.342285
	Iteration 52Q: 3 clusters Score -644615.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -644617.500000 Penalty: 4219.342285
	Iteration 53Q: 3 clusters Score -644617.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -644620.312500 Penalty: 4219.342285
	Iteration 54Q: 3 clusters Score -644620.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -644623.187500 Penalty: 4219.342285
	Iteration 55Q: 3 clusters Score -644623.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -644625.250000 Penalty: 4219.342285
	Iteration 56Q: 3 clusters Score -644625.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -644624.875000 Penalty: 4219.342285
	Iteration 57Q: 3 clusters Score -644624.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -644624.875000 Penalty: 4219.342285
	Iteration 58F: 3 clusters Score -644624.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Entering Unmasked Estep 
Score: -442682.187500 Penalty: 2017.638794
	Iteration 0F: 2 clusters Score -442682.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -439181.406250 Penalty: 4035.277588
	Iteration 0F: 3 clusters Score -439181.4 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -439909.468750 Penalty: 4035.277588
	Iteration 1F: 3 clusters Score -439909.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -440070.281250 Penalty: 4035.277588
	Iteration 2F: 3 clusters Score -440070.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -440160.781250 Penalty: 4035.277588
	Iteration 3Q: 3 clusters Score -440160.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -440227.093750 Penalty: 4035.277588
	Iteration 4Q: 3 clusters Score -440227.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -440263.312500 Penalty: 4035.277588
	Iteration 5Q: 3 clusters Score -440263.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -440288.250000 Penalty: 4035.277588
	Iteration 6Q: 3 clusters Score -440288.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -440312.500000 Penalty: 4035.277588
	Iteration 7Q: 3 clusters Score -440312.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -440336.625000 Penalty: 4035.277588
	Iteration 8Q: 3 clusters Score -440336.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -440358.843750 Penalty: 4035.277588
	Iteration 9Q: 3 clusters Score -440358.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -440384.156250 Penalty: 4035.277588
	Iteration 10Q: 3 clusters Score -440384.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -440412.968750 Penalty: 4035.277588
	Iteration 11Q: 3 clusters Score -440413 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -440437.281250 Penalty: 4035.277588
	Iteration 12Q: 3 clusters Score -440437.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -440455.687500 Penalty: 4035.277588
	Iteration 13Q: 3 clusters Score -440455.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -440472.812500 Penalty: 4035.277588
	Iteration 14Q: 3 clusters Score -440472.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -440493.812500 Penalty: 4035.277588
	Iteration 15Q: 3 clusters Score -440493.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -440510.906250 Penalty: 4035.277588
	Iteration 16Q: 3 clusters Score -440510.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -440525.531250 Penalty: 4035.277588
	Iteration 17Q: 3 clusters Score -440525.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -440535.187500 Penalty: 4035.277588
	Iteration 18Q: 3 clusters Score -440535.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -440544.500000 Penalty: 4035.277588
	Iteration 19Q: 3 clusters Score -440544.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -440551.375000 Penalty: 4035.277588
	Iteration 20F: 3 clusters Score -440551.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -440559.125000 Penalty: 4035.277588
	Iteration 21Q: 3 clusters Score -440559.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -440570.125000 Penalty: 4035.277588
	Iteration 22Q: 3 clusters Score -440570.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -440584.937500 Penalty: 4035.277588
	Iteration 23Q: 3 clusters Score -440584.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -440600.218750 Penalty: 4035.277588
	Iteration 24Q: 3 clusters Score -440600.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -440611.937500 Penalty: 4035.277588
	Iteration 25Q: 3 clusters Score -440611.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -440624.656250 Penalty: 4035.277588
	Iteration 26Q: 3 clusters Score -440624.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -440639.812500 Penalty: 4035.277588
	Iteration 27Q: 3 clusters Score -440639.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -440653.906250 Penalty: 4035.277588
	Iteration 28Q: 3 clusters Score -440653.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -440672.406250 Penalty: 4035.277588
	Iteration 29Q: 3 clusters Score -440672.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -440693.468750 Penalty: 4035.277588
	Iteration 30Q: 3 clusters Score -440693.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -440711.437500 Penalty: 4035.277588
	Iteration 31Q: 3 clusters Score -440711.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -440719.531250 Penalty: 4035.277588
	Iteration 32Q: 3 clusters Score -440719.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -440729.187500 Penalty: 4035.277588
	Iteration 33Q: 3 clusters Score -440729.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -440736.000000 Penalty: 4035.277588
	Iteration 34Q: 3 clusters Score -440736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -440741.312500 Penalty: 4035.277588
	Iteration 35Q: 3 clusters Score -440741.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -440747.093750 Penalty: 4035.277588
	Iteration 36Q: 3 clusters Score -440747.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -440750.343750 Penalty: 4035.277588
	Iteration 37Q: 3 clusters Score -440750.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -440751.718750 Penalty: 4035.277588
	Iteration 38Q: 3 clusters Score -440751.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -440752.656250 Penalty: 4035.277588
	Iteration 39Q: 3 clusters Score -440752.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -440754.156250 Penalty: 4035.277588
	Iteration 40F: 3 clusters Score -440754.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -440755.687500 Penalty: 4035.277588
	Iteration 41Q: 3 clusters Score -440755.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -440757.031250 Penalty: 4035.277588
	Iteration 42Q: 3 clusters Score -440757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -440759.375000 Penalty: 4035.277588
	Iteration 43Q: 3 clusters Score -440759.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -440761.593750 Penalty: 4035.277588
	Iteration 44Q: 3 clusters Score -440761.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -440765.750000 Penalty: 4035.277588
	Iteration 45Q: 3 clusters Score -440765.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -440770.968750 Penalty: 4035.277588
	Iteration 46Q: 3 clusters Score -440771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -440779.250000 Penalty: 4035.277588
	Iteration 47Q: 3 clusters Score -440779.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -440788.062500 Penalty: 4035.277588
	Iteration 48Q: 3 clusters Score -440788.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -440795.062500 Penalty: 4035.277588
	Iteration 49Q: 3 clusters Score -440795.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -440801.406250 Penalty: 4035.277588
	Iteration 50Q: 3 clusters Score -440801.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -440810.250000 Penalty: 4035.277588
	Iteration 51Q: 3 clusters Score -440810.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -440815.781250 Penalty: 4035.277588
	Iteration 52Q: 3 clusters Score -440815.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -440816.812500 Penalty: 4035.277588
	Iteration 53Q: 3 clusters Score -440816.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -440818.250000 Penalty: 4035.277588
	Iteration 54Q: 3 clusters Score -440818.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -440821.531250 Penalty: 4035.277588
	Iteration 55Q: 3 clusters Score -440821.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -440824.843750 Penalty: 4035.277588
	Iteration 56Q: 3 clusters Score -440824.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -440826.250000 Penalty: 4035.277588
	Iteration 57Q: 3 clusters Score -440826.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -440829.250000 Penalty: 4035.277588
	Iteration 58Q: 3 clusters Score -440829.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -440835.843750 Penalty: 4035.277588
	Iteration 59Q: 3 clusters Score -440835.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -440840.687500 Penalty: 4035.277588
	Iteration 60F: 3 clusters Score -440840.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -440844.000000 Penalty: 4035.277588
	Iteration 61Q: 3 clusters Score -440844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -440846.812500 Penalty: 4035.277588
	Iteration 62Q: 3 clusters Score -440846.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -440847.937500 Penalty: 4035.277588
	Iteration 63Q: 3 clusters Score -440847.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -440847.875000 Penalty: 4035.277588
	Iteration 64Q: 3 clusters Score -440847.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -440848.156250 Penalty: 4035.277588
	Iteration 65Q: 3 clusters Score -440848.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -440848.156250 Penalty: 4035.277588
	Iteration 66F: 3 clusters Score -440848.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Entering Unmasked Estep 
Score: -531871.812500 Penalty: 2062.442383
	Iteration 0F: 2 clusters Score -531871.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -527933.250000 Penalty: 4124.884766
	Iteration 0F: 3 clusters Score -527933.2 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -528830.562500 Penalty: 4124.884766
	Iteration 1F: 3 clusters Score -528830.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -529000.875000 Penalty: 4124.884766
	Iteration 2F: 3 clusters Score -529000.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -529103.687500 Penalty: 4124.884766
	Iteration 3Q: 3 clusters Score -529103.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -529195.937500 Penalty: 4124.884766
	Iteration 4Q: 3 clusters Score -529195.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -529302.250000 Penalty: 4124.884766
	Iteration 5Q: 3 clusters Score -529302.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -529420.375000 Penalty: 4124.884766
	Iteration 6Q: 3 clusters Score -529420.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -529620.062500 Penalty: 4124.884766
	Iteration 7Q: 3 clusters Score -529620.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -529797.250000 Penalty: 4124.884766
	Iteration 8Q: 3 clusters Score -529797.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -529975.625000 Penalty: 4124.884766
	Iteration 9Q: 3 clusters Score -529975.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -530177.812500 Penalty: 4124.884766
	Iteration 10F: 3 clusters Score -530177.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -530368.750000 Penalty: 4124.884766
	Iteration 11F: 3 clusters Score -530368.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -530551.812500 Penalty: 4124.884766
	Iteration 12Q: 3 clusters Score -530551.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -530679.125000 Penalty: 4124.884766
	Iteration 13Q: 3 clusters Score -530679.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -530763.000000 Penalty: 4124.884766
	Iteration 14Q: 3 clusters Score -530763 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -530828.687500 Penalty: 4124.884766
	Iteration 15Q: 3 clusters Score -530828.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -530890.500000 Penalty: 4124.884766
	Iteration 16Q: 3 clusters Score -530890.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -530934.062500 Penalty: 4124.884766
	Iteration 17Q: 3 clusters Score -530934.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -530965.812500 Penalty: 4124.884766
	Iteration 18Q: 3 clusters Score -530965.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -530994.312500 Penalty: 4124.884766
	Iteration 19Q: 3 clusters Score -530994.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -531024.875000 Penalty: 4124.884766
	Iteration 20F: 3 clusters Score -531024.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -531043.625000 Penalty: 4124.884766
	Iteration 21Q: 3 clusters Score -531043.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -531055.437500 Penalty: 4124.884766
	Iteration 22Q: 3 clusters Score -531055.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -531064.187500 Penalty: 4124.884766
	Iteration 23Q: 3 clusters Score -531064.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -531071.437500 Penalty: 4124.884766
	Iteration 24Q: 3 clusters Score -531071.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -531076.562500 Penalty: 4124.884766
	Iteration 25Q: 3 clusters Score -531076.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -531082.625000 Penalty: 4124.884766
	Iteration 26Q: 3 clusters Score -531082.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -531084.937500 Penalty: 4124.884766
	Iteration 27Q: 3 clusters Score -531084.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -531086.312500 Penalty: 4124.884766
	Iteration 28Q: 3 clusters Score -531086.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -531087.750000 Penalty: 4124.884766
	Iteration 29Q: 3 clusters Score -531087.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -531089.875000 Penalty: 4124.884766
	Iteration 30Q: 3 clusters Score -531089.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -531090.875000 Penalty: 4124.884766
	Iteration 31Q: 3 clusters Score -531090.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -531092.187500 Penalty: 4124.884766
	Iteration 32Q: 3 clusters Score -531092.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -531097.625000 Penalty: 4124.884766
	Iteration 33Q: 3 clusters Score -531097.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -531100.750000 Penalty: 4124.884766
	Iteration 34Q: 3 clusters Score -531100.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -531100.750000 Penalty: 4124.884766
	Iteration 35F: 3 clusters Score -531100.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -52290.953125 Penalty: 1538.730347
	Iteration 0F: 2 clusters Score -52290.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50817.750000 Penalty: 3077.460693
	Iteration 0F: 3 clusters Score -50817.75 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -51025.187500 Penalty: 3077.460693
	Iteration 1F: 3 clusters Score -51025.19 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -51385.945312 Penalty: 3077.460693
	Iteration 2F: 3 clusters Score -51385.95 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -52083.238281 Penalty: 3077.460693
	Iteration 3F: 3 clusters Score -52083.24 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -52663.570312 Penalty: 3077.460693
	Iteration 4F: 3 clusters Score -52663.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -52833.898438 Penalty: 3077.460693
	Iteration 5Q: 3 clusters Score -52833.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -52874.195312 Penalty: 3077.460693
	Iteration 6Q: 3 clusters Score -52874.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -52874.195312 Penalty: 3077.460693
	Iteration 7F: 3 clusters Score -52874.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 830 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 4948 members 
Mstep: Class 3 contains 3414 members 
Mstep: Class 4 contains 4090 members 
Mstep: Class 5 contains 377 members 
Mstep: Class 6 contains 11031 members 
Mstep: Class 7 contains 118 members 
Mstep: Class 9 contains 1223 members 
Mstep: Class 10 contains 149455 members 
Mstep: Class 11 contains 16720 members 
Mstep: Class 12 contains 138322 members 
Mstep: Class 16 contains 95051 members 
Mstep: Class 17 contains 5332 members 
Mstep: Class 18 contains 5147 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 1272 members 
Entering Unmasked Estep 
Score: -57693480.000000 Penalty: 54983.796875
Splitting cluster 5 changes total score from -57694464.000000 to -57693480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (11031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Entering Unmasked Estep 
Score: -1412160.500000 Penalty: 2308.499268
	Iteration 0F: 2 clusters Score -1412160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1403846.250000 Penalty: 4616.998535
	Iteration 0F: 3 clusters Score -1403846 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1406252.375000 Penalty: 4616.998535
	Iteration 1F: 3 clusters Score -1406252 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1406638.875000 Penalty: 4616.998535
	Iteration 2F: 3 clusters Score -1406639 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1407039.375000 Penalty: 4616.998535
	Iteration 3F: 3 clusters Score -1407039 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1407454.125000 Penalty: 4616.998535
	Iteration 4F: 3 clusters Score -1407454 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1407875.875000 Penalty: 4616.998535
	Iteration 5F: 3 clusters Score -1407876 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1408276.000000 Penalty: 4616.998535
	Iteration 6F: 3 clusters Score -1408276 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1408598.750000 Penalty: 4616.998535
	Iteration 7F: 3 clusters Score -1408599 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1408907.375000 Penalty: 4616.998535
	Iteration 8Q: 3 clusters Score -1408907 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1409213.625000 Penalty: 4616.998535
	Iteration 9Q: 3 clusters Score -1409214 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1409487.500000 Penalty: 4616.998535
	Iteration 10Q: 3 clusters Score -1409488 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1409662.250000 Penalty: 4616.998535
	Iteration 11Q: 3 clusters Score -1409662 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1409780.875000 Penalty: 4616.998535
	Iteration 12Q: 3 clusters Score -1409781 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1409848.125000 Penalty: 4616.998535
	Iteration 13Q: 3 clusters Score -1409848 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1409900.500000 Penalty: 4616.998535
	Iteration 14Q: 3 clusters Score -1409900 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1409937.375000 Penalty: 4616.998535
	Iteration 15Q: 3 clusters Score -1409937 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1409967.125000 Penalty: 4616.998535
	Iteration 16Q: 3 clusters Score -1409967 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1409988.250000 Penalty: 4616.998535
	Iteration 17Q: 3 clusters Score -1409988 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1410003.500000 Penalty: 4616.998535
	Iteration 18Q: 3 clusters Score -1410004 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1410028.125000 Penalty: 4616.998535
	Iteration 19Q: 3 clusters Score -1410028 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1410052.000000 Penalty: 4616.998535
	Iteration 20F: 3 clusters Score -1410052 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1410068.750000 Penalty: 4616.998535
	Iteration 21Q: 3 clusters Score -1410069 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1410082.375000 Penalty: 4616.998535
	Iteration 22Q: 3 clusters Score -1410082 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1410099.000000 Penalty: 4616.998535
	Iteration 23Q: 3 clusters Score -1410099 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1410114.750000 Penalty: 4616.998535
	Iteration 24Q: 3 clusters Score -1410115 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1410134.500000 Penalty: 4616.998535
	Iteration 25Q: 3 clusters Score -1410134 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1410152.750000 Penalty: 4616.998535
	Iteration 26Q: 3 clusters Score -1410153 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1410169.375000 Penalty: 4616.998535
	Iteration 27Q: 3 clusters Score -1410169 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1410194.125000 Penalty: 4616.998535
	Iteration 28Q: 3 clusters Score -1410194 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1410213.375000 Penalty: 4616.998535
	Iteration 29Q: 3 clusters Score -1410213 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1410239.875000 Penalty: 4616.998535
	Iteration 30Q: 3 clusters Score -1410240 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1410260.000000 Penalty: 4616.998535
	Iteration 31Q: 3 clusters Score -1410260 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1410286.125000 Penalty: 4616.998535
	Iteration 32Q: 3 clusters Score -1410286 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1410309.125000 Penalty: 4616.998535
	Iteration 33Q: 3 clusters Score -1410309 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1410337.625000 Penalty: 4616.998535
	Iteration 34Q: 3 clusters Score -1410338 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1410363.250000 Penalty: 4616.998535
	Iteration 35Q: 3 clusters Score -1410363 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1410397.875000 Penalty: 4616.998535
	Iteration 36Q: 3 clusters Score -1410398 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1410437.875000 Penalty: 4616.998535
	Iteration 37Q: 3 clusters Score -1410438 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1410486.500000 Penalty: 4616.998535
	Iteration 38Q: 3 clusters Score -1410486 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1410533.750000 Penalty: 4616.998535
	Iteration 39Q: 3 clusters Score -1410534 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1410586.125000 Penalty: 4616.998535
	Iteration 40F: 3 clusters Score -1410586 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1410631.750000 Penalty: 4616.998535
	Iteration 41Q: 3 clusters Score -1410632 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1410676.875000 Penalty: 4616.998535
	Iteration 42Q: 3 clusters Score -1410677 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1410713.250000 Penalty: 4616.998535
	Iteration 43Q: 3 clusters Score -1410713 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1410761.125000 Penalty: 4616.998535
	Iteration 44Q: 3 clusters Score -1410761 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1410799.375000 Penalty: 4616.998535
	Iteration 45Q: 3 clusters Score -1410799 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1410836.500000 Penalty: 4616.998535
	Iteration 46Q: 3 clusters Score -1410836 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1410877.500000 Penalty: 4616.998535
	Iteration 47Q: 3 clusters Score -1410878 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1410910.750000 Penalty: 4616.998535
	Iteration 48Q: 3 clusters Score -1410911 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1410944.625000 Penalty: 4616.998535
	Iteration 49Q: 3 clusters Score -1410945 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1410973.875000 Penalty: 4616.998535
	Iteration 50Q: 3 clusters Score -1410974 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1411004.000000 Penalty: 4616.998535
	Iteration 51Q: 3 clusters Score -1411004 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1411034.000000 Penalty: 4616.998535
	Iteration 52Q: 3 clusters Score -1411034 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1411055.500000 Penalty: 4616.998535
	Iteration 53Q: 3 clusters Score -1411056 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1411072.875000 Penalty: 4616.998535
	Iteration 54Q: 3 clusters Score -1411073 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1411092.625000 Penalty: 4616.998535
	Iteration 55Q: 3 clusters Score -1411093 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1411112.250000 Penalty: 4616.998535
	Iteration 56Q: 3 clusters Score -1411112 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1411124.000000 Penalty: 4616.998535
	Iteration 57Q: 3 clusters Score -1411124 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1411146.000000 Penalty: 4616.998535
	Iteration 58Q: 3 clusters Score -1411146 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1411159.875000 Penalty: 4616.998535
	Iteration 59Q: 3 clusters Score -1411160 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1411174.625000 Penalty: 4616.998535
	Iteration 60F: 3 clusters Score -1411175 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1411192.375000 Penalty: 4616.998535
	Iteration 61Q: 3 clusters Score -1411192 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1411204.625000 Penalty: 4616.998535
	Iteration 62Q: 3 clusters Score -1411205 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1411215.500000 Penalty: 4616.998535
	Iteration 63Q: 3 clusters Score -1411216 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1411226.875000 Penalty: 4616.998535
	Iteration 64Q: 3 clusters Score -1411227 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1411231.875000 Penalty: 4616.998535
	Iteration 65Q: 3 clusters Score -1411232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1411238.250000 Penalty: 4616.998535
	Iteration 66Q: 3 clusters Score -1411238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1411245.125000 Penalty: 4616.998535
	Iteration 67Q: 3 clusters Score -1411245 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1411252.875000 Penalty: 4616.998535
	Iteration 68Q: 3 clusters Score -1411253 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1411256.000000 Penalty: 4616.998535
	Iteration 69Q: 3 clusters Score -1411256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1411263.875000 Penalty: 4616.998535
	Iteration 70Q: 3 clusters Score -1411264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1411264.750000 Penalty: 4616.998535
	Iteration 71Q: 3 clusters Score -1411265 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1411274.750000 Penalty: 4616.998535
	Iteration 72Q: 3 clusters Score -1411275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1411278.750000 Penalty: 4616.998535
	Iteration 73Q: 3 clusters Score -1411279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1411280.625000 Penalty: 4616.998535
	Iteration 74Q: 3 clusters Score -1411281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1411277.250000 Penalty: 4616.998535
	Iteration 75Q: 3 clusters Score -1411277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1411281.375000 Penalty: 4616.998535
	Iteration 76Q: 3 clusters Score -1411281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1411283.625000 Penalty: 4616.998535
	Iteration 77Q: 3 clusters Score -1411284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1411285.500000 Penalty: 4616.998535
	Iteration 78Q: 3 clusters Score -1411286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1411287.750000 Penalty: 4616.998535
	Iteration 79Q: 3 clusters Score -1411288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1411288.625000 Penalty: 4616.998535
	Iteration 80F: 3 clusters Score -1411289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1411290.000000 Penalty: 4616.998535
	Iteration 81Q: 3 clusters Score -1411290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1411290.625000 Penalty: 4616.998535
	Iteration 82Q: 3 clusters Score -1411291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1411289.375000 Penalty: 4616.998535
	Iteration 83Q: 3 clusters Score -1411289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1411287.500000 Penalty: 4616.998535
	Iteration 84Q: 3 clusters Score -1411288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1411287.500000 Penalty: 4616.998535
	Iteration 85F: 3 clusters Score -1411288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Entering Unmasked Estep 
Score: -125123.789062 Penalty: 1763.047363
	Iteration 0F: 2 clusters Score -125123.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -123144.132812 Penalty: 3526.094727
	Iteration 0F: 3 clusters Score -123144.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -124050.718750 Penalty: 3526.094727
	Iteration 1F: 3 clusters Score -124050.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -125222.554688 Penalty: 3526.094727
	Iteration 2F: 3 clusters Score -125222.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -126801.656250 Penalty: 3526.094727
	Iteration 3F: 3 clusters Score -126801.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -127747.210938 Penalty: 3526.094727
	Iteration 4F: 3 clusters Score -127747.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -128038.656250 Penalty: 3526.094727
	Iteration 5Q: 3 clusters Score -128038.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -128182.343750 Penalty: 3526.094727
	Iteration 6Q: 3 clusters Score -128182.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -128278.640625 Penalty: 3526.094727
	Iteration 7Q: 3 clusters Score -128278.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -128411.718750 Penalty: 3526.094727
	Iteration 8Q: 3 clusters Score -128411.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -128548.828125 Penalty: 3526.094727
	Iteration 9Q: 3 clusters Score -128548.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -128697.960938 Penalty: 3526.094727
	Iteration 10Q: 3 clusters Score -128698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -128803.328125 Penalty: 3526.094727
	Iteration 11Q: 3 clusters Score -128803.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -128926.351562 Penalty: 3526.094727
	Iteration 12Q: 3 clusters Score -128926.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -129044.867188 Penalty: 3526.094727
	Iteration 13Q: 3 clusters Score -129044.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -129091.132812 Penalty: 3526.094727
	Iteration 14Q: 3 clusters Score -129091.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -129104.820312 Penalty: 3526.094727
	Iteration 15Q: 3 clusters Score -129104.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -129111.601562 Penalty: 3526.094727
	Iteration 16Q: 3 clusters Score -129111.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -129116.054688 Penalty: 3526.094727
	Iteration 17Q: 3 clusters Score -129116.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -129123.195312 Penalty: 3526.094727
	Iteration 18Q: 3 clusters Score -129123.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -129142.820312 Penalty: 3526.094727
	Iteration 19Q: 3 clusters Score -129142.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -129176.429688 Penalty: 3526.094727
	Iteration 20F: 3 clusters Score -129176.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -129297.765625 Penalty: 3526.094727
	Iteration 21Q: 3 clusters Score -129297.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -129442.546875 Penalty: 3526.094727
	Iteration 22Q: 3 clusters Score -129442.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -129481.179688 Penalty: 3526.094727
	Iteration 23Q: 3 clusters Score -129481.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -129488.937500 Penalty: 3526.094727
	Iteration 24Q: 3 clusters Score -129488.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -129494.984375 Penalty: 3526.094727
	Iteration 25Q: 3 clusters Score -129495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -129502.062500 Penalty: 3526.094727
	Iteration 26Q: 3 clusters Score -129502.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -129503.828125 Penalty: 3526.094727
	Iteration 27Q: 3 clusters Score -129503.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -129503.828125 Penalty: 3526.094727
	Iteration 28F: 3 clusters Score -129503.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 830 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 4948 members 
Mstep: Class 3 contains 3414 members 
Mstep: Class 4 contains 4090 members 
Mstep: Class 5 contains 495 members 
Mstep: Class 6 contains 11031 members 
Mstep: Class 7 contains 544 members 
Mstep: Class 9 contains 679 members 
Mstep: Class 10 contains 149455 members 
Mstep: Class 11 contains 16720 members 
Mstep: Class 12 contains 138322 members 
Mstep: Class 16 contains 95051 members 
Mstep: Class 17 contains 5332 members 
Mstep: Class 18 contains 5147 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 1272 members 
Entering Unmasked Estep 
Score: -57697412.000000 Penalty: 54983.796875
Splitting cluster 9 changes total score from -57694464.000000 to -57697412.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 10 (149455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149455 members 
Entering Unmasked Estep 
Score: -18967984.000000 Penalty: 2954.858154
	Iteration 0F: 2 clusters Score -1.896798e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74956 members 
Mstep: Class 2 contains 74499 members 
Entering Unmasked Estep 
Score: -18868370.000000 Penalty: 5909.716309
	Iteration 0F: 3 clusters Score -1.886837e+07 nChanged 71399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78367 members 
Mstep: Class 2 contains 71088 members 
Entering Unmasked Estep 
Score: -18910224.000000 Penalty: 5909.716309
	Iteration 1F: 3 clusters Score -1.891022e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80502 members 
Mstep: Class 2 contains 68953 members 
Entering Unmasked Estep 
Score: -18911582.000000 Penalty: 5909.716309
	Iteration 2Q: 3 clusters Score -1.891158e+07 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83732 members 
Mstep: Class 2 contains 65723 members 
Entering Unmasked Estep 
Score: -18913652.000000 Penalty: 5909.716309
	Iteration 3Q: 3 clusters Score -1.891365e+07 nChanged 7140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88394 members 
Mstep: Class 2 contains 61061 members 
Entering Unmasked Estep 
Score: -18917112.000000 Penalty: 5909.716309
	Iteration 4Q: 3 clusters Score -1.891711e+07 nChanged 8818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94952 members 
Mstep: Class 2 contains 54503 members 
Entering Unmasked Estep 
Score: -18922558.000000 Penalty: 5909.716309
	Iteration 5F: 3 clusters Score -1.892256e+07 nChanged 10237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103039 members 
Mstep: Class 2 contains 46416 members 
Entering Unmasked Estep 
Score: -18930422.000000 Penalty: 5909.716309
	Iteration 6F: 3 clusters Score -1.893042e+07 nChanged 10429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111428 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -18939444.000000 Penalty: 5909.716309
	Iteration 7F: 3 clusters Score -1.893944e+07 nChanged 9072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118262 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -18947122.000000 Penalty: 5909.716309
	Iteration 8F: 3 clusters Score -1.894712e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122700 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -18951882.000000 Penalty: 5909.716309
	Iteration 9Q: 3 clusters Score -1.895188e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125669 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -18954636.000000 Penalty: 5909.716309
	Iteration 10Q: 3 clusters Score -1.895464e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127890 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -18956150.000000 Penalty: 5909.716309
	Iteration 11Q: 3 clusters Score -1.895615e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129754 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -18957080.000000 Penalty: 5909.716309
	Iteration 12Q: 3 clusters Score -1.895708e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131420 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -18957750.000000 Penalty: 5909.716309
	Iteration 13Q: 3 clusters Score -1.895775e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133070 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -18958352.000000 Penalty: 5909.716309
	Iteration 14Q: 3 clusters Score -1.895835e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134662 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -18958844.000000 Penalty: 5909.716309
	Iteration 15Q: 3 clusters Score -1.895884e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136292 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -18959454.000000 Penalty: 5909.716309
	Iteration 16Q: 3 clusters Score -1.895945e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137950 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -18960018.000000 Penalty: 5909.716309
	Iteration 17Q: 3 clusters Score -1.896002e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139624 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -18960720.000000 Penalty: 5909.716309
	Iteration 18Q: 3 clusters Score -1.896072e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141243 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -18961432.000000 Penalty: 5909.716309
	Iteration 19Q: 3 clusters Score -1.896143e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142713 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -18962122.000000 Penalty: 5909.716309
	Iteration 20F: 3 clusters Score -1.896212e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144038 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -18962876.000000 Penalty: 5909.716309
	Iteration 21Q: 3 clusters Score -1.896288e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145183 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -18963516.000000 Penalty: 5909.716309
	Iteration 22Q: 3 clusters Score -1.896352e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146125 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -18964036.000000 Penalty: 5909.716309
	Iteration 23Q: 3 clusters Score -1.896404e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146857 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -18964424.000000 Penalty: 5909.716309
	Iteration 24Q: 3 clusters Score -1.896442e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147381 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -18964732.000000 Penalty: 5909.716309
	Iteration 25Q: 3 clusters Score -1.896473e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147771 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -18964910.000000 Penalty: 5909.716309
	Iteration 26Q: 3 clusters Score -1.896491e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148033 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -18965064.000000 Penalty: 5909.716309
	Iteration 27Q: 3 clusters Score -1.896506e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148203 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -18965196.000000 Penalty: 5909.716309
	Iteration 28Q: 3 clusters Score -1.89652e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148324 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -18965254.000000 Penalty: 5909.716309
	Iteration 29Q: 3 clusters Score -1.896525e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148416 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -18965350.000000 Penalty: 5909.716309
	Iteration 30Q: 3 clusters Score -1.896535e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148492 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -18965396.000000 Penalty: 5909.716309
	Iteration 31Q: 3 clusters Score -1.89654e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148549 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -18965420.000000 Penalty: 5909.716309
	Iteration 32Q: 3 clusters Score -1.896542e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148596 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -18965462.000000 Penalty: 5909.716309
	Iteration 33Q: 3 clusters Score -1.896546e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148630 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -18965488.000000 Penalty: 5909.716309
	Iteration 34Q: 3 clusters Score -1.896549e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148662 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -18965524.000000 Penalty: 5909.716309
	Iteration 35Q: 3 clusters Score -1.896552e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148687 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -18965566.000000 Penalty: 5909.716309
	Iteration 36Q: 3 clusters Score -1.896557e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148707 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -18965562.000000 Penalty: 5909.716309
	Iteration 37Q: 3 clusters Score -1.896556e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148714 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -18965572.000000 Penalty: 5909.716309
	Iteration 38Q: 3 clusters Score -1.896557e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148719 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -18965580.000000 Penalty: 5909.716309
	Iteration 39Q: 3 clusters Score -1.896558e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148725 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -18965598.000000 Penalty: 5909.716309
	Iteration 40F: 3 clusters Score -1.89656e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148732 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -18965606.000000 Penalty: 5909.716309
	Iteration 41Q: 3 clusters Score -1.896561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148736 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -18965600.000000 Penalty: 5909.716309
	Iteration 42Q: 3 clusters Score -1.89656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148736 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -18965602.000000 Penalty: 5909.716309
	Iteration 43Q: 3 clusters Score -1.89656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148739 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -18965604.000000 Penalty: 5909.716309
	Iteration 44Q: 3 clusters Score -1.89656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148740 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -18965604.000000 Penalty: 5909.716309
	Iteration 45Q: 3 clusters Score -1.89656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148741 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -18965600.000000 Penalty: 5909.716309
	Iteration 46Q: 3 clusters Score -1.89656e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148741 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -18965600.000000 Penalty: 5909.716309
	Iteration 47F: 3 clusters Score -1.89656e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Entering Unmasked Estep 
Score: -2069300.750000 Penalty: 2411.641357
	Iteration 0F: 2 clusters Score -2069301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2057323.875000 Penalty: 4823.282715
	Iteration 0F: 3 clusters Score -2057324 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -2061182.750000 Penalty: 4823.282715
	Iteration 1F: 3 clusters Score -2061183 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -2061601.375000 Penalty: 4823.282715
	Iteration 2F: 3 clusters Score -2061601 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -2062050.250000 Penalty: 4823.282715
	Iteration 3F: 3 clusters Score -2062050 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -2062747.500000 Penalty: 4823.282715
	Iteration 4F: 3 clusters Score -2062748 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -2063845.375000 Penalty: 4823.282715
	Iteration 5F: 3 clusters Score -2063845 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -2065277.625000 Penalty: 4823.282715
	Iteration 6F: 3 clusters Score -2065278 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -2066565.375000 Penalty: 4823.282715
	Iteration 7F: 3 clusters Score -2066565 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -2067485.875000 Penalty: 4823.282715
	Iteration 8F: 3 clusters Score -2067486 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -2068020.250000 Penalty: 4823.282715
	Iteration 9F: 3 clusters Score -2068020 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2068330.375000 Penalty: 4823.282715
	Iteration 10Q: 3 clusters Score -2068330 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -2068474.625000 Penalty: 4823.282715
	Iteration 11Q: 3 clusters Score -2068475 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2068575.500000 Penalty: 4823.282715
	Iteration 12Q: 3 clusters Score -2068576 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2068647.875000 Penalty: 4823.282715
	Iteration 13Q: 3 clusters Score -2068648 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2068687.875000 Penalty: 4823.282715
	Iteration 14Q: 3 clusters Score -2068688 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -2068716.750000 Penalty: 4823.282715
	Iteration 15Q: 3 clusters Score -2068717 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2068739.000000 Penalty: 4823.282715
	Iteration 16Q: 3 clusters Score -2068739 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -2068758.250000 Penalty: 4823.282715
	Iteration 17Q: 3 clusters Score -2068758 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2068777.750000 Penalty: 4823.282715
	Iteration 18Q: 3 clusters Score -2068778 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2068789.375000 Penalty: 4823.282715
	Iteration 19Q: 3 clusters Score -2068789 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2068797.375000 Penalty: 4823.282715
	Iteration 20F: 3 clusters Score -2068797 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2068795.875000 Penalty: 4823.282715
	Iteration 21Q: 3 clusters Score -2068796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2068798.750000 Penalty: 4823.282715
	Iteration 22Q: 3 clusters Score -2068799 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2068803.750000 Penalty: 4823.282715
	Iteration 23Q: 3 clusters Score -2068804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2068806.375000 Penalty: 4823.282715
	Iteration 24Q: 3 clusters Score -2068806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2068812.000000 Penalty: 4823.282715
	Iteration 25Q: 3 clusters Score -2068812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2068817.375000 Penalty: 4823.282715
	Iteration 26Q: 3 clusters Score -2068817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2068818.875000 Penalty: 4823.282715
	Iteration 27Q: 3 clusters Score -2068819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2068820.500000 Penalty: 4823.282715
	Iteration 28Q: 3 clusters Score -2068820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2068820.750000 Penalty: 4823.282715
	Iteration 29Q: 3 clusters Score -2068821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2068819.375000 Penalty: 4823.282715
	Iteration 30Q: 3 clusters Score -2068819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2068823.375000 Penalty: 4823.282715
	Iteration 31Q: 3 clusters Score -2068823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2068827.625000 Penalty: 4823.282715
	Iteration 32Q: 3 clusters Score -2068828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2068829.125000 Penalty: 4823.282715
	Iteration 33Q: 3 clusters Score -2068829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2068828.875000 Penalty: 4823.282715
	Iteration 34Q: 3 clusters Score -2068829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2068825.625000 Penalty: 4823.282715
	Iteration 35Q: 3 clusters Score -2068826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2068827.625000 Penalty: 4823.282715
	Iteration 36Q: 3 clusters Score -2068828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2068836.000000 Penalty: 4823.282715
	Iteration 37Q: 3 clusters Score -2068836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2068842.625000 Penalty: 4823.282715
	Iteration 38Q: 3 clusters Score -2068843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2068846.875000 Penalty: 4823.282715
	Iteration 39Q: 3 clusters Score -2068847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2068842.125000 Penalty: 4823.282715
	Iteration 40F: 3 clusters Score -2068842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2068846.750000 Penalty: 4823.282715
	Iteration 41Q: 3 clusters Score -2068847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2068849.125000 Penalty: 4823.282715
	Iteration 42Q: 3 clusters Score -2068849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2068848.000000 Penalty: 4823.282715
	Iteration 43Q: 3 clusters Score -2068848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2068848.375000 Penalty: 4823.282715
	Iteration 44Q: 3 clusters Score -2068848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2068845.250000 Penalty: 4823.282715
	Iteration 45Q: 3 clusters Score -2068845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2068844.375000 Penalty: 4823.282715
	Iteration 46Q: 3 clusters Score -2068844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2068848.875000 Penalty: 4823.282715
	Iteration 47Q: 3 clusters Score -2068849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2068849.375000 Penalty: 4823.282715
	Iteration 48Q: 3 clusters Score -2068849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2068851.125000 Penalty: 4823.282715
	Iteration 49Q: 3 clusters Score -2068851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2068850.875000 Penalty: 4823.282715
	Iteration 50Q: 3 clusters Score -2068851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2068852.250000 Penalty: 4823.282715
	Iteration 51Q: 3 clusters Score -2068852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2068851.375000 Penalty: 4823.282715
	Iteration 52Q: 3 clusters Score -2068851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2068851.375000 Penalty: 4823.282715
	Iteration 53F: 3 clusters Score -2068851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (138322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138322 members 
Entering Unmasked Estep 
Score: -17498038.000000 Penalty: 2935.660156
	Iteration 0F: 2 clusters Score -1.749804e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69390 members 
Mstep: Class 2 contains 68932 members 
Entering Unmasked Estep 
Score: -17405510.000000 Penalty: 5871.320312
	Iteration 0F: 3 clusters Score -1.740551e+07 nChanged 65934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72122 members 
Mstep: Class 2 contains 66200 members 
Entering Unmasked Estep 
Score: -17443292.000000 Penalty: 5871.320312
	Iteration 1F: 3 clusters Score -1.744329e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73987 members 
Mstep: Class 2 contains 64335 members 
Entering Unmasked Estep 
Score: -17444174.000000 Penalty: 5871.320312
	Iteration 2Q: 3 clusters Score -1.744417e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76835 members 
Mstep: Class 2 contains 61487 members 
Entering Unmasked Estep 
Score: -17445518.000000 Penalty: 5871.320312
	Iteration 3Q: 3 clusters Score -1.744552e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81241 members 
Mstep: Class 2 contains 57081 members 
Entering Unmasked Estep 
Score: -17447620.000000 Penalty: 5871.320312
	Iteration 4Q: 3 clusters Score -1.744762e+07 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87664 members 
Mstep: Class 2 contains 50658 members 
Entering Unmasked Estep 
Score: -17450886.000000 Penalty: 5871.320312
	Iteration 5Q: 3 clusters Score -1.745089e+07 nChanged 9328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96896 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -17457000.000000 Penalty: 5871.320312
	Iteration 6F: 3 clusters Score -1.7457e+07 nChanged 11983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108855 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -17466992.000000 Penalty: 5871.320312
	Iteration 7F: 3 clusters Score -1.746699e+07 nChanged 12682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121537 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -17479012.000000 Penalty: 5871.320312
	Iteration 8F: 3 clusters Score -1.747901e+07 nChanged 9751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131288 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -17488750.000000 Penalty: 5871.320312
	Iteration 9F: 3 clusters Score -1.748875e+07 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136149 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -17493410.000000 Penalty: 5871.320312
	Iteration 10Q: 3 clusters Score -1.749341e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137641 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -17494830.000000 Penalty: 5871.320312
	Iteration 11Q: 3 clusters Score -1.749483e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137976 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -17495182.000000 Penalty: 5871.320312
	Iteration 12Q: 3 clusters Score -1.749518e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138049 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -17495310.000000 Penalty: 5871.320312
	Iteration 13Q: 3 clusters Score -1.749531e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138070 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -17495362.000000 Penalty: 5871.320312
	Iteration 14Q: 3 clusters Score -1.749536e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138077 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -17495414.000000 Penalty: 5871.320312
	Iteration 15Q: 3 clusters Score -1.749541e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138082 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -17495426.000000 Penalty: 5871.320312
	Iteration 16Q: 3 clusters Score -1.749543e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138088 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -17495442.000000 Penalty: 5871.320312
	Iteration 17Q: 3 clusters Score -1.749544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138085 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -17495454.000000 Penalty: 5871.320312
	Iteration 18Q: 3 clusters Score -1.749545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138084 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -17495460.000000 Penalty: 5871.320312
	Iteration 19Q: 3 clusters Score -1.749546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138084 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -17495470.000000 Penalty: 5871.320312
	Iteration 20F: 3 clusters Score -1.749547e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138083 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -17495472.000000 Penalty: 5871.320312
	Iteration 21Q: 3 clusters Score -1.749547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138083 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -17495472.000000 Penalty: 5871.320312
	Iteration 22Q: 3 clusters Score -1.749547e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138082 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -17495472.000000 Penalty: 5871.320312
	Iteration 23Q: 3 clusters Score -1.749547e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138083 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -17495476.000000 Penalty: 5871.320312
	Iteration 24Q: 3 clusters Score -1.749548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138082 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -17495466.000000 Penalty: 5871.320312
	Iteration 25Q: 3 clusters Score -1.749547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138084 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -17495480.000000 Penalty: 5871.320312
	Iteration 26Q: 3 clusters Score -1.749548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138086 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -17495474.000000 Penalty: 5871.320312
	Iteration 27Q: 3 clusters Score -1.749547e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138087 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -17495474.000000 Penalty: 5871.320312
	Iteration 28Q: 3 clusters Score -1.749547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138089 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -17495480.000000 Penalty: 5871.320312
	Iteration 29Q: 3 clusters Score -1.749548e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138089 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -17495480.000000 Penalty: 5871.320312
	Iteration 30F: 3 clusters Score -1.749548e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (95051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95051 members 
Entering Unmasked Estep 
Score: -12219504.000000 Penalty: 2842.617920
	Iteration 0F: 2 clusters Score -1.22195e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47282 members 
Mstep: Class 2 contains 47769 members 
Entering Unmasked Estep 
Score: -12155732.000000 Penalty: 5685.235840
	Iteration 0F: 3 clusters Score -1.215573e+07 nChanged 44930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44216 members 
Mstep: Class 2 contains 50835 members 
Entering Unmasked Estep 
Score: -12181324.000000 Penalty: 5685.235840
	Iteration 1F: 3 clusters Score -1.218132e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 52773 members 
Entering Unmasked Estep 
Score: -12182260.000000 Penalty: 5685.235840
	Iteration 2Q: 3 clusters Score -1.218226e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 55706 members 
Entering Unmasked Estep 
Score: -12183563.000000 Penalty: 5685.235840
	Iteration 3Q: 3 clusters Score -1.218356e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 59997 members 
Entering Unmasked Estep 
Score: -12185888.000000 Penalty: 5685.235840
	Iteration 4Q: 3 clusters Score -1.218589e+07 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 66086 members 
Entering Unmasked Estep 
Score: -12189862.000000 Penalty: 5685.235840
	Iteration 5F: 3 clusters Score -1.218986e+07 nChanged 7868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 73900 members 
Entering Unmasked Estep 
Score: -12196211.000000 Penalty: 5685.235840
	Iteration 6F: 3 clusters Score -1.219621e+07 nChanged 8378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 82270 members 
Entering Unmasked Estep 
Score: -12204444.000000 Penalty: 5685.235840
	Iteration 7F: 3 clusters Score -1.220444e+07 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 89058 members 
Entering Unmasked Estep 
Score: -12211323.000000 Penalty: 5685.235840
	Iteration 8F: 3 clusters Score -1.221132e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 92839 members 
Entering Unmasked Estep 
Score: -12214969.000000 Penalty: 5685.235840
	Iteration 9Q: 3 clusters Score -1.221497e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 94210 members 
Entering Unmasked Estep 
Score: -12216263.000000 Penalty: 5685.235840
	Iteration 10Q: 3 clusters Score -1.221626e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 94626 members 
Entering Unmasked Estep 
Score: -12216700.000000 Penalty: 5685.235840
	Iteration 11Q: 3 clusters Score -1.22167e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 94742 members 
Entering Unmasked Estep 
Score: -12216875.000000 Penalty: 5685.235840
	Iteration 12Q: 3 clusters Score -1.221688e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 94783 members 
Entering Unmasked Estep 
Score: -12216961.000000 Penalty: 5685.235840
	Iteration 13Q: 3 clusters Score -1.221696e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 94797 members 
Entering Unmasked Estep 
Score: -12217011.000000 Penalty: 5685.235840
	Iteration 14Q: 3 clusters Score -1.221701e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 94810 members 
Entering Unmasked Estep 
Score: -12217022.000000 Penalty: 5685.235840
	Iteration 15Q: 3 clusters Score -1.221702e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 94820 members 
Entering Unmasked Estep 
Score: -12217052.000000 Penalty: 5685.235840
	Iteration 16Q: 3 clusters Score -1.221705e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 94826 members 
Entering Unmasked Estep 
Score: -12217055.000000 Penalty: 5685.235840
	Iteration 17Q: 3 clusters Score -1.221706e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 94830 members 
Entering Unmasked Estep 
Score: -12217069.000000 Penalty: 5685.235840
	Iteration 18Q: 3 clusters Score -1.221707e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 94836 members 
Entering Unmasked Estep 
Score: -12217092.000000 Penalty: 5685.235840
	Iteration 19Q: 3 clusters Score -1.221709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 94839 members 
Entering Unmasked Estep 
Score: -12217089.000000 Penalty: 5685.235840
	Iteration 20F: 3 clusters Score -1.221709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 94841 members 
Entering Unmasked Estep 
Score: -12217089.000000 Penalty: 5685.235840
	Iteration 21Q: 3 clusters Score -1.221709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 94843 members 
Entering Unmasked Estep 
Score: -12217098.000000 Penalty: 5685.235840
	Iteration 22Q: 3 clusters Score -1.22171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 94844 members 
Entering Unmasked Estep 
Score: -12217098.000000 Penalty: 5685.235840
	Iteration 23Q: 3 clusters Score -1.22171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 94845 members 
Entering Unmasked Estep 
Score: -12217106.000000 Penalty: 5685.235840
	Iteration 24Q: 3 clusters Score -1.221711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 94847 members 
Entering Unmasked Estep 
Score: -12217104.000000 Penalty: 5685.235840
	Iteration 25Q: 3 clusters Score -1.22171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 94848 members 
Entering Unmasked Estep 
Score: -12217102.000000 Penalty: 5685.235840
	Iteration 26Q: 3 clusters Score -1.22171e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 94848 members 
Entering Unmasked Estep 
Score: -12217102.000000 Penalty: 5685.235840
	Iteration 27F: 3 clusters Score -1.22171e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Entering Unmasked Estep 
Score: -679371.312500 Penalty: 2128.207520
	Iteration 0F: 2 clusters Score -679371.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -674626.750000 Penalty: 4256.415039
	Iteration 0F: 3 clusters Score -674626.8 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -675720.437500 Penalty: 4256.415039
	Iteration 1F: 3 clusters Score -675720.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -675911.375000 Penalty: 4256.415039
	Iteration 2F: 3 clusters Score -675911.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -676025.000000 Penalty: 4256.415039
	Iteration 3Q: 3 clusters Score -676025 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -676101.125000 Penalty: 4256.415039
	Iteration 4Q: 3 clusters Score -676101.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -676164.187500 Penalty: 4256.415039
	Iteration 5Q: 3 clusters Score -676164.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -676224.250000 Penalty: 4256.415039
	Iteration 6Q: 3 clusters Score -676224.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -676282.937500 Penalty: 4256.415039
	Iteration 7Q: 3 clusters Score -676282.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -676338.875000 Penalty: 4256.415039
	Iteration 8Q: 3 clusters Score -676338.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -676400.062500 Penalty: 4256.415039
	Iteration 9Q: 3 clusters Score -676400.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -676463.437500 Penalty: 4256.415039
	Iteration 10Q: 3 clusters Score -676463.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -676523.437500 Penalty: 4256.415039
	Iteration 11Q: 3 clusters Score -676523.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -676596.500000 Penalty: 4256.415039
	Iteration 12Q: 3 clusters Score -676596.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -676660.062500 Penalty: 4256.415039
	Iteration 13Q: 3 clusters Score -676660.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -676719.500000 Penalty: 4256.415039
	Iteration 14Q: 3 clusters Score -676719.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -676796.937500 Penalty: 4256.415039
	Iteration 15Q: 3 clusters Score -676796.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -676887.250000 Penalty: 4256.415039
	Iteration 16Q: 3 clusters Score -676887.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -676977.000000 Penalty: 4256.415039
	Iteration 17Q: 3 clusters Score -676977 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -677079.625000 Penalty: 4256.415039
	Iteration 18Q: 3 clusters Score -677079.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -677203.062500 Penalty: 4256.415039
	Iteration 19Q: 3 clusters Score -677203.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -677315.000000 Penalty: 4256.415039
	Iteration 20F: 3 clusters Score -677315 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -677409.875000 Penalty: 4256.415039
	Iteration 21Q: 3 clusters Score -677409.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -677489.062500 Penalty: 4256.415039
	Iteration 22Q: 3 clusters Score -677489.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -677559.625000 Penalty: 4256.415039
	Iteration 23Q: 3 clusters Score -677559.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -677607.437500 Penalty: 4256.415039
	Iteration 24Q: 3 clusters Score -677607.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -677656.937500 Penalty: 4256.415039
	Iteration 25Q: 3 clusters Score -677656.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -677703.562500 Penalty: 4256.415039
	Iteration 26Q: 3 clusters Score -677703.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -677737.437500 Penalty: 4256.415039
	Iteration 27Q: 3 clusters Score -677737.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -677779.562500 Penalty: 4256.415039
	Iteration 28Q: 3 clusters Score -677779.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -677832.000000 Penalty: 4256.415039
	Iteration 29Q: 3 clusters Score -677832 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -677876.000000 Penalty: 4256.415039
	Iteration 30Q: 3 clusters Score -677876 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -677930.750000 Penalty: 4256.415039
	Iteration 31Q: 3 clusters Score -677930.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -677981.312500 Penalty: 4256.415039
	Iteration 32Q: 3 clusters Score -677981.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -678028.250000 Penalty: 4256.415039
	Iteration 33Q: 3 clusters Score -678028.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -678077.250000 Penalty: 4256.415039
	Iteration 34Q: 3 clusters Score -678077.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -678109.312500 Penalty: 4256.415039
	Iteration 35Q: 3 clusters Score -678109.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -678130.312500 Penalty: 4256.415039
	Iteration 36Q: 3 clusters Score -678130.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -678139.625000 Penalty: 4256.415039
	Iteration 37Q: 3 clusters Score -678139.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -678149.187500 Penalty: 4256.415039
	Iteration 38Q: 3 clusters Score -678149.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -678152.562500 Penalty: 4256.415039
	Iteration 39Q: 3 clusters Score -678152.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -678157.625000 Penalty: 4256.415039
	Iteration 40F: 3 clusters Score -678157.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -678159.437500 Penalty: 4256.415039
	Iteration 41Q: 3 clusters Score -678159.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -678159.750000 Penalty: 4256.415039
	Iteration 42Q: 3 clusters Score -678159.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -678162.000000 Penalty: 4256.415039
	Iteration 43Q: 3 clusters Score -678162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -678163.375000 Penalty: 4256.415039
	Iteration 44Q: 3 clusters Score -678163.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -678165.062500 Penalty: 4256.415039
	Iteration 45Q: 3 clusters Score -678165.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -678165.875000 Penalty: 4256.415039
	Iteration 46Q: 3 clusters Score -678165.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -678167.250000 Penalty: 4256.415039
	Iteration 47Q: 3 clusters Score -678167.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -678168.562500 Penalty: 4256.415039
	Iteration 48Q: 3 clusters Score -678168.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -678170.312500 Penalty: 4256.415039
	Iteration 49Q: 3 clusters Score -678170.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -678171.062500 Penalty: 4256.415039
	Iteration 50Q: 3 clusters Score -678171.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -678173.625000 Penalty: 4256.415039
	Iteration 51Q: 3 clusters Score -678173.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -678173.250000 Penalty: 4256.415039
	Iteration 52Q: 3 clusters Score -678173.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -678174.000000 Penalty: 4256.415039
	Iteration 53Q: 3 clusters Score -678174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -678174.000000 Penalty: 4256.415039
	Iteration 54F: 3 clusters Score -678174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Entering Unmasked Estep 
Score: -665774.937500 Penalty: 2119.449951
	Iteration 0F: 2 clusters Score -665774.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -661125.812500 Penalty: 4238.899902
	Iteration 0F: 3 clusters Score -661125.8 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -662282.000000 Penalty: 4238.899902
	Iteration 1F: 3 clusters Score -662282 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -662484.187500 Penalty: 4238.899902
	Iteration 2F: 3 clusters Score -662484.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -662598.812500 Penalty: 4238.899902
	Iteration 3Q: 3 clusters Score -662598.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -662668.062500 Penalty: 4238.899902
	Iteration 4Q: 3 clusters Score -662668.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -662718.250000 Penalty: 4238.899902
	Iteration 5Q: 3 clusters Score -662718.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -662754.937500 Penalty: 4238.899902
	Iteration 6Q: 3 clusters Score -662754.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -662786.187500 Penalty: 4238.899902
	Iteration 7Q: 3 clusters Score -662786.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -662814.937500 Penalty: 4238.899902
	Iteration 8Q: 3 clusters Score -662814.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -662834.187500 Penalty: 4238.899902
	Iteration 9Q: 3 clusters Score -662834.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -662853.000000 Penalty: 4238.899902
	Iteration 10Q: 3 clusters Score -662853 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -662872.875000 Penalty: 4238.899902
	Iteration 11Q: 3 clusters Score -662872.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -662895.125000 Penalty: 4238.899902
	Iteration 12Q: 3 clusters Score -662895.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -662911.625000 Penalty: 4238.899902
	Iteration 13Q: 3 clusters Score -662911.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -662925.812500 Penalty: 4238.899902
	Iteration 14Q: 3 clusters Score -662925.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -662945.500000 Penalty: 4238.899902
	Iteration 15Q: 3 clusters Score -662945.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -662965.937500 Penalty: 4238.899902
	Iteration 16Q: 3 clusters Score -662965.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -662981.187500 Penalty: 4238.899902
	Iteration 17Q: 3 clusters Score -662981.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -662998.125000 Penalty: 4238.899902
	Iteration 18Q: 3 clusters Score -662998.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -663012.500000 Penalty: 4238.899902
	Iteration 19Q: 3 clusters Score -663012.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -663023.312500 Penalty: 4238.899902
	Iteration 20F: 3 clusters Score -663023.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -663038.687500 Penalty: 4238.899902
	Iteration 21Q: 3 clusters Score -663038.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -663058.437500 Penalty: 4238.899902
	Iteration 22Q: 3 clusters Score -663058.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -663079.187500 Penalty: 4238.899902
	Iteration 23Q: 3 clusters Score -663079.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -663104.062500 Penalty: 4238.899902
	Iteration 24Q: 3 clusters Score -663104.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -663126.250000 Penalty: 4238.899902
	Iteration 25Q: 3 clusters Score -663126.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -663146.500000 Penalty: 4238.899902
	Iteration 26Q: 3 clusters Score -663146.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -663163.062500 Penalty: 4238.899902
	Iteration 27Q: 3 clusters Score -663163.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -663182.937500 Penalty: 4238.899902
	Iteration 28Q: 3 clusters Score -663182.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -663205.937500 Penalty: 4238.899902
	Iteration 29Q: 3 clusters Score -663205.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -663229.812500 Penalty: 4238.899902
	Iteration 30Q: 3 clusters Score -663229.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -663258.125000 Penalty: 4238.899902
	Iteration 31Q: 3 clusters Score -663258.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -663286.125000 Penalty: 4238.899902
	Iteration 32Q: 3 clusters Score -663286.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -663318.187500 Penalty: 4238.899902
	Iteration 33Q: 3 clusters Score -663318.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -663352.125000 Penalty: 4238.899902
	Iteration 34Q: 3 clusters Score -663352.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -663387.000000 Penalty: 4238.899902
	Iteration 35Q: 3 clusters Score -663387 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -663423.312500 Penalty: 4238.899902
	Iteration 36Q: 3 clusters Score -663423.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -663457.062500 Penalty: 4238.899902
	Iteration 37Q: 3 clusters Score -663457.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -663498.500000 Penalty: 4238.899902
	Iteration 38Q: 3 clusters Score -663498.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -663535.187500 Penalty: 4238.899902
	Iteration 39Q: 3 clusters Score -663535.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -663573.750000 Penalty: 4238.899902
	Iteration 40F: 3 clusters Score -663573.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -663616.562500 Penalty: 4238.899902
	Iteration 41Q: 3 clusters Score -663616.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -663657.562500 Penalty: 4238.899902
	Iteration 42Q: 3 clusters Score -663657.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -663695.000000 Penalty: 4238.899902
	Iteration 43Q: 3 clusters Score -663695 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -663720.000000 Penalty: 4238.899902
	Iteration 44Q: 3 clusters Score -663720 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -663745.312500 Penalty: 4238.899902
	Iteration 45Q: 3 clusters Score -663745.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -663772.250000 Penalty: 4238.899902
	Iteration 46Q: 3 clusters Score -663772.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -663793.812500 Penalty: 4238.899902
	Iteration 47Q: 3 clusters Score -663793.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -663812.125000 Penalty: 4238.899902
	Iteration 48Q: 3 clusters Score -663812.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -663831.687500 Penalty: 4238.899902
	Iteration 49Q: 3 clusters Score -663831.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -663844.937500 Penalty: 4238.899902
	Iteration 50Q: 3 clusters Score -663844.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -663858.000000 Penalty: 4238.899902
	Iteration 51Q: 3 clusters Score -663858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -663865.000000 Penalty: 4238.899902
	Iteration 52Q: 3 clusters Score -663865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -663870.562500 Penalty: 4238.899902
	Iteration 53Q: 3 clusters Score -663870.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -663871.187500 Penalty: 4238.899902
	Iteration 54Q: 3 clusters Score -663871.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -663871.000000 Penalty: 4238.899902
	Iteration 55Q: 3 clusters Score -663871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -663871.625000 Penalty: 4238.899902
	Iteration 56Q: 3 clusters Score -663871.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -663871.625000 Penalty: 4238.899902
	Iteration 57F: 3 clusters Score -663871.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Entering Unmasked Estep 
Score: -134737.296875 Penalty: 1731.979858
	Iteration 0F: 2 clusters Score -134737.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -132752.109375 Penalty: 3463.959717
	Iteration 0F: 3 clusters Score -132752.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -133069.312500 Penalty: 3463.959717
	Iteration 1F: 3 clusters Score -133069.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -133165.859375 Penalty: 3463.959717
	Iteration 2F: 3 clusters Score -133165.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -133213.875000 Penalty: 3463.959717
	Iteration 3Q: 3 clusters Score -133213.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -133238.828125 Penalty: 3463.959717
	Iteration 4Q: 3 clusters Score -133238.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -133258.218750 Penalty: 3463.959717
	Iteration 5Q: 3 clusters Score -133258.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -133265.500000 Penalty: 3463.959717
	Iteration 6Q: 3 clusters Score -133265.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -133274.750000 Penalty: 3463.959717
	Iteration 7Q: 3 clusters Score -133274.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -133276.375000 Penalty: 3463.959717
	Iteration 8Q: 3 clusters Score -133276.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -133276.718750 Penalty: 3463.959717
	Iteration 9Q: 3 clusters Score -133276.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -133276.718750 Penalty: 3463.959717
	Iteration 10F: 3 clusters Score -133276.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Entering Unmasked Estep 
Score: -228332.375000 Penalty: 1863.399902
	Iteration 0F: 2 clusters Score -228332.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -225819.375000 Penalty: 3726.799805
	Iteration 0F: 3 clusters Score -225819.4 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -226307.796875 Penalty: 3726.799805
	Iteration 1F: 3 clusters Score -226307.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -226505.390625 Penalty: 3726.799805
	Iteration 2F: 3 clusters Score -226505.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -226683.140625 Penalty: 3726.799805
	Iteration 3F: 3 clusters Score -226683.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -226845.125000 Penalty: 3726.799805
	Iteration 4F: 3 clusters Score -226845.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -227001.265625 Penalty: 3726.799805
	Iteration 5F: 3 clusters Score -227001.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -227124.343750 Penalty: 3726.799805
	Iteration 6Q: 3 clusters Score -227124.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -227215.515625 Penalty: 3726.799805
	Iteration 7Q: 3 clusters Score -227215.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -227301.453125 Penalty: 3726.799805
	Iteration 8Q: 3 clusters Score -227301.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -227388.375000 Penalty: 3726.799805
	Iteration 9Q: 3 clusters Score -227388.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -227453.343750 Penalty: 3726.799805
	Iteration 10Q: 3 clusters Score -227453.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -227479.796875 Penalty: 3726.799805
	Iteration 11Q: 3 clusters Score -227479.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -227509.718750 Penalty: 3726.799805
	Iteration 12Q: 3 clusters Score -227509.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -227547.578125 Penalty: 3726.799805
	Iteration 13Q: 3 clusters Score -227547.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -227571.687500 Penalty: 3726.799805
	Iteration 14Q: 3 clusters Score -227571.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -227595.718750 Penalty: 3726.799805
	Iteration 15Q: 3 clusters Score -227595.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -227608.937500 Penalty: 3726.799805
	Iteration 16Q: 3 clusters Score -227608.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -227617.265625 Penalty: 3726.799805
	Iteration 17Q: 3 clusters Score -227617.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -227624.390625 Penalty: 3726.799805
	Iteration 18Q: 3 clusters Score -227624.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -227627.765625 Penalty: 3726.799805
	Iteration 19Q: 3 clusters Score -227627.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -227629.390625 Penalty: 3726.799805
	Iteration 20F: 3 clusters Score -227629.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -227631.078125 Penalty: 3726.799805
	Iteration 21Q: 3 clusters Score -227631.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -227633.125000 Penalty: 3726.799805
	Iteration 22Q: 3 clusters Score -227633.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -227634.625000 Penalty: 3726.799805
	Iteration 23Q: 3 clusters Score -227634.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -227636.171875 Penalty: 3726.799805
	Iteration 24Q: 3 clusters Score -227636.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -227638.437500 Penalty: 3726.799805
	Iteration 25Q: 3 clusters Score -227638.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -227638.437500 Penalty: 3726.799805
	Iteration 26F: 3 clusters Score -227638.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Entering Unmasked Estep 
Score: -131161.921875 Penalty: 1772.789795
	Iteration 0F: 2 clusters Score -131161.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -129368.968750 Penalty: 3545.579590
	Iteration 0F: 3 clusters Score -129369 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -130908.367188 Penalty: 3545.579590
	Iteration 1F: 3 clusters Score -130908.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -132109.937500 Penalty: 3545.579590
	Iteration 2F: 3 clusters Score -132109.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -133155.859375 Penalty: 3545.579590
	Iteration 3F: 3 clusters Score -133155.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -133473.156250 Penalty: 3545.579590
	Iteration 4F: 3 clusters Score -133473.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -133743.453125 Penalty: 3545.579590
	Iteration 5Q: 3 clusters Score -133743.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -133781.250000 Penalty: 3545.579590
	Iteration 6Q: 3 clusters Score -133781.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -133809.281250 Penalty: 3545.579590
	Iteration 7Q: 3 clusters Score -133809.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -133875.828125 Penalty: 3545.579590
	Iteration 8Q: 3 clusters Score -133875.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -133951.156250 Penalty: 3545.579590
	Iteration 9Q: 3 clusters Score -133951.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -133992.437500 Penalty: 3545.579590
	Iteration 10Q: 3 clusters Score -133992.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -134003.750000 Penalty: 3545.579590
	Iteration 11Q: 3 clusters Score -134003.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -134004.828125 Penalty: 3545.579590
	Iteration 12F: 3 clusters Score -134004.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -134006.984375 Penalty: 3545.579590
	Iteration 13Q: 3 clusters Score -134007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -134011.687500 Penalty: 3545.579590
	Iteration 14Q: 3 clusters Score -134011.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -134015.765625 Penalty: 3545.579590
	Iteration 15Q: 3 clusters Score -134015.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -134015.765625 Penalty: 3545.579590
	Iteration 16F: 3 clusters Score -134015.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 830 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 4948 members 
Mstep: Class 3 contains 3414 members 
Mstep: Class 4 contains 4090 members 
Mstep: Class 5 contains 495 members 
Mstep: Class 6 contains 11031 members 
Mstep: Class 7 contains 544 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 679 members 
Mstep: Class 10 contains 149455 members 
Mstep: Class 11 contains 16720 members 
Mstep: Class 12 contains 138322 members 
Mstep: Class 16 contains 95051 members 
Mstep: Class 17 contains 5332 members 
Mstep: Class 18 contains 5147 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 955 members 
Entering Unmasked Estep 
Score: -57698864.000000 Penalty: 58218.136719
Splitting cluster 22 changes total score from -57694464.000000 to -57698864.000000
So it's getting split into cluster 8.
Entering Unmasked Mstep 
Mstep: Class 0 contains 830 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 4948 members 
Mstep: Class 3 contains 3414 members 
Mstep: Class 4 contains 4090 members 
Mstep: Class 5 contains 495 members 
Mstep: Class 6 contains 11031 members 
Mstep: Class 9 contains 679 members 
Mstep: Class 10 contains 149455 members 
Mstep: Class 11 contains 16720 members 
Mstep: Class 12 contains 138322 members 
Mstep: Class 16 contains 95051 members 
Mstep: Class 17 contains 5332 members 
Mstep: Class 18 contains 5147 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57698896.000000 Penalty: 58218.136719
Iteration 39Q: 19 clusters Score -5.76989e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 830 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 4898 members 
Mstep: Class 3 contains 3449 members 
Mstep: Class 4 contains 4097 members 
Mstep: Class 5 contains 494 members 
Mstep: Class 6 contains 11013 members 
Mstep: Class 7 contains 546 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 679 members 
Mstep: Class 10 contains 149529 members 
Mstep: Class 11 contains 16732 members 
Mstep: Class 12 contains 138314 members 
Mstep: Class 16 contains 95040 members 
Mstep: Class 17 contains 5332 members 
Mstep: Class 18 contains 5143 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57698984.000000 Penalty: 58218.136719
Iteration 40F: 19 clusters Score -5.769898e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 828 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 4854 members 
Mstep: Class 3 contains 3476 members 
Mstep: Class 4 contains 4099 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 10998 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 680 members 
Mstep: Class 10 contains 149598 members 
Mstep: Class 11 contains 16743 members 
Mstep: Class 12 contains 138320 members 
Mstep: Class 16 contains 95024 members 
Mstep: Class 17 contains 5336 members 
Mstep: Class 18 contains 5137 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57699080.000000 Penalty: 58218.136719
Iteration 41Q: 19 clusters Score -5.769908e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 828 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 4803 members 
Mstep: Class 3 contains 3496 members 
Mstep: Class 4 contains 4107 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 10974 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 680 members 
Mstep: Class 10 contains 149680 members 
Mstep: Class 11 contains 16759 members 
Mstep: Class 12 contains 138292 members 
Mstep: Class 16 contains 95028 members 
Mstep: Class 17 contains 5341 members 
Mstep: Class 18 contains 5132 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57699132.000000 Penalty: 58218.136719
Iteration 42Q: 19 clusters Score -5.769913e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 828 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 4724 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 4115 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 10950 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 680 members 
Mstep: Class 10 contains 149782 members 
Mstep: Class 11 contains 16770 members 
Mstep: Class 12 contains 138275 members 
Mstep: Class 16 contains 95038 members 
Mstep: Class 17 contains 5341 members 
Mstep: Class 18 contains 5127 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57699084.000000 Penalty: 58218.136719
Iteration 43Q: 19 clusters Score -5.769908e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 828 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 4655 members 
Mstep: Class 3 contains 3539 members 
Mstep: Class 4 contains 4124 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 10933 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 680 members 
Mstep: Class 10 contains 149880 members 
Mstep: Class 11 contains 16777 members 
Mstep: Class 12 contains 138257 members 
Mstep: Class 16 contains 95042 members 
Mstep: Class 17 contains 5336 members 
Mstep: Class 18 contains 5126 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57699092.000000 Penalty: 58218.136719
Iteration 44Q: 19 clusters Score -5.769909e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 828 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 4586 members 
Mstep: Class 3 contains 3563 members 
Mstep: Class 4 contains 4135 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 10921 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 680 members 
Mstep: Class 10 contains 149936 members 
Mstep: Class 11 contains 16784 members 
Mstep: Class 12 contains 138264 members 
Mstep: Class 16 contains 95040 members 
Mstep: Class 17 contains 5339 members 
Mstep: Class 18 contains 5127 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57699120.000000 Penalty: 58218.136719
Iteration 45Q: 19 clusters Score -5.769912e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 828 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 4509 members 
Mstep: Class 3 contains 3585 members 
Mstep: Class 4 contains 4143 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 10915 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 680 members 
Mstep: Class 10 contains 150027 members 
Mstep: Class 11 contains 16790 members 
Mstep: Class 12 contains 138252 members 
Mstep: Class 16 contains 95031 members 
Mstep: Class 17 contains 5344 members 
Mstep: Class 18 contains 5126 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57699256.000000 Penalty: 58218.136719
Iteration 46Q: 19 clusters Score -5.769926e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 828 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 4411 members 
Mstep: Class 3 contains 3604 members 
Mstep: Class 4 contains 4144 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 10910 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 680 members 
Mstep: Class 10 contains 150151 members 
Mstep: Class 11 contains 16791 members 
Mstep: Class 12 contains 138238 members 
Mstep: Class 16 contains 95025 members 
Mstep: Class 17 contains 5347 members 
Mstep: Class 18 contains 5124 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57699412.000000 Penalty: 58218.136719
Iteration 47Q: 19 clusters Score -5.769941e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 828 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 4324 members 
Mstep: Class 3 contains 3627 members 
Mstep: Class 4 contains 4146 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 10896 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 680 members 
Mstep: Class 10 contains 150270 members 
Mstep: Class 11 contains 16795 members 
Mstep: Class 12 contains 138219 members 
Mstep: Class 16 contains 95027 members 
Mstep: Class 17 contains 5351 members 
Mstep: Class 18 contains 5122 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57699524.000000 Penalty: 58218.136719
Iteration 48Q: 19 clusters Score -5.769952e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 828 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 4259 members 
Mstep: Class 3 contains 3647 members 
Mstep: Class 4 contains 4147 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 10886 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 680 members 
Mstep: Class 10 contains 150380 members 
Mstep: Class 11 contains 16798 members 
Mstep: Class 12 contains 138194 members 
Mstep: Class 16 contains 95017 members 
Mstep: Class 17 contains 5358 members 
Mstep: Class 18 contains 5122 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57699592.000000 Penalty: 58218.136719
Iteration 49Q: 19 clusters Score -5.769959e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 828 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 4252 members 
Mstep: Class 3 contains 3664 members 
Mstep: Class 4 contains 4150 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 10873 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 680 members 
Mstep: Class 10 contains 150433 members 
Mstep: Class 11 contains 16801 members 
Mstep: Class 12 contains 138156 members 
Mstep: Class 16 contains 95013 members 
Mstep: Class 17 contains 5367 members 
Mstep: Class 18 contains 5121 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57699840.000000 Penalty: 58218.136719
Iteration 50Q: 19 clusters Score -5.769984e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 828 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 4289 members 
Mstep: Class 3 contains 3682 members 
Mstep: Class 4 contains 4151 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 10869 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 680 members 
Mstep: Class 10 contains 150430 members 
Mstep: Class 11 contains 16806 members 
Mstep: Class 12 contains 138122 members 
Mstep: Class 16 contains 95015 members 
Mstep: Class 17 contains 5366 members 
Mstep: Class 18 contains 5120 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57700028.000000 Penalty: 58218.136719
Iteration 51Q: 19 clusters Score -5.770003e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 828 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 4335 members 
Mstep: Class 3 contains 3701 members 
Mstep: Class 4 contains 4157 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 10865 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 680 members 
Mstep: Class 10 contains 150430 members 
Mstep: Class 11 contains 16811 members 
Mstep: Class 12 contains 138086 members 
Mstep: Class 16 contains 95010 members 
Mstep: Class 17 contains 5366 members 
Mstep: Class 18 contains 5118 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57700216.000000 Penalty: 58218.136719
Iteration 52Q: 19 clusters Score -5.770022e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 828 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 4422 members 
Mstep: Class 3 contains 3724 members 
Mstep: Class 4 contains 4163 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 10857 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 680 members 
Mstep: Class 10 contains 150382 members 
Mstep: Class 11 contains 16816 members 
Mstep: Class 12 contains 138053 members 
Mstep: Class 16 contains 95004 members 
Mstep: Class 17 contains 5367 members 
Mstep: Class 18 contains 5116 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57700352.000000 Penalty: 58218.136719
Iteration 53Q: 19 clusters Score -5.770035e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 828 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 4530 members 
Mstep: Class 3 contains 3757 members 
Mstep: Class 4 contains 4171 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 10852 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 680 members 
Mstep: Class 10 contains 150300 members 
Mstep: Class 11 contains 16824 members 
Mstep: Class 12 contains 138007 members 
Mstep: Class 16 contains 95004 members 
Mstep: Class 17 contains 5368 members 
Mstep: Class 18 contains 5116 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57700324.000000 Penalty: 58218.136719
Iteration 54Q: 19 clusters Score -5.770032e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 828 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3790 members 
Mstep: Class 4 contains 4179 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 10841 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 680 members 
Mstep: Class 10 contains 150212 members 
Mstep: Class 11 contains 16828 members 
Mstep: Class 12 contains 137950 members 
Mstep: Class 16 contains 95004 members 
Mstep: Class 17 contains 5367 members 
Mstep: Class 18 contains 5115 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57700328.000000 Penalty: 58218.136719
Iteration 55Q: 19 clusters Score -5.770033e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 828 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 4777 members 
Mstep: Class 3 contains 3813 members 
Mstep: Class 4 contains 4186 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 10822 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 680 members 
Mstep: Class 10 contains 150174 members 
Mstep: Class 11 contains 16831 members 
Mstep: Class 12 contains 137884 members 
Mstep: Class 16 contains 95012 members 
Mstep: Class 17 contains 5367 members 
Mstep: Class 18 contains 5111 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57700420.000000 Penalty: 58218.136719
Iteration 56Q: 19 clusters Score -5.770042e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 828 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 4901 members 
Mstep: Class 3 contains 3836 members 
Mstep: Class 4 contains 4190 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 10801 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 680 members 
Mstep: Class 10 contains 150117 members 
Mstep: Class 11 contains 16835 members 
Mstep: Class 12 contains 137830 members 
Mstep: Class 16 contains 95012 members 
Mstep: Class 17 contains 5365 members 
Mstep: Class 18 contains 5108 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57700496.000000 Penalty: 58218.136719
Iteration 57Q: 19 clusters Score -5.77005e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 828 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 5038 members 
Mstep: Class 3 contains 3859 members 
Mstep: Class 4 contains 4188 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 10781 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 680 members 
Mstep: Class 10 contains 150061 members 
Mstep: Class 11 contains 16837 members 
Mstep: Class 12 contains 137757 members 
Mstep: Class 16 contains 95021 members 
Mstep: Class 17 contains 5364 members 
Mstep: Class 18 contains 5104 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57700528.000000 Penalty: 58218.136719
Iteration 58Q: 19 clusters Score -5.770053e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 828 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 5157 members 
Mstep: Class 3 contains 3895 members 
Mstep: Class 4 contains 4190 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 10755 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 680 members 
Mstep: Class 10 contains 150012 members 
Mstep: Class 11 contains 16845 members 
Mstep: Class 12 contains 137684 members 
Mstep: Class 16 contains 95040 members 
Mstep: Class 17 contains 5360 members 
Mstep: Class 18 contains 5095 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57700596.000000 Penalty: 58218.136719
Iteration 59Q: 19 clusters Score -5.77006e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 828 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 5257 members 
Mstep: Class 3 contains 3930 members 
Mstep: Class 4 contains 4192 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 10720 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 680 members 
Mstep: Class 10 contains 149994 members 
Mstep: Class 11 contains 16850 members 
Mstep: Class 12 contains 137614 members 
Mstep: Class 16 contains 95044 members 
Mstep: Class 17 contains 5363 members 
Mstep: Class 18 contains 5088 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57700648.000000 Penalty: 58218.136719
Iteration 60F: 19 clusters Score -5.770065e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 5354 members 
Mstep: Class 3 contains 3959 members 
Mstep: Class 4 contains 4193 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 10686 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 149968 members 
Mstep: Class 11 contains 16849 members 
Mstep: Class 12 contains 137551 members 
Mstep: Class 16 contains 95065 members 
Mstep: Class 17 contains 5360 members 
Mstep: Class 18 contains 5086 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57700792.000000 Penalty: 58218.136719
Iteration 61Q: 19 clusters Score -5.770079e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 5444 members 
Mstep: Class 3 contains 3995 members 
Mstep: Class 4 contains 4195 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 10638 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 149944 members 
Mstep: Class 11 contains 16851 members 
Mstep: Class 12 contains 137494 members 
Mstep: Class 16 contains 95081 members 
Mstep: Class 17 contains 5360 members 
Mstep: Class 18 contains 5083 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57700816.000000 Penalty: 58218.136719
Iteration 62Q: 19 clusters Score -5.770082e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 5527 members 
Mstep: Class 3 contains 4028 members 
Mstep: Class 4 contains 4194 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 10588 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 149948 members 
Mstep: Class 11 contains 16854 members 
Mstep: Class 12 contains 137436 members 
Mstep: Class 16 contains 95080 members 
Mstep: Class 17 contains 5361 members 
Mstep: Class 18 contains 5078 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57700908.000000 Penalty: 58218.136719
Iteration 63Q: 19 clusters Score -5.770091e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 5612 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 4 contains 4196 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 10537 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 149955 members 
Mstep: Class 11 contains 16854 members 
Mstep: Class 12 contains 137398 members 
Mstep: Class 16 contains 95071 members 
Mstep: Class 17 contains 5363 members 
Mstep: Class 18 contains 5074 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57700864.000000 Penalty: 58218.136719
Iteration 64Q: 19 clusters Score -5.770086e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 5696 members 
Mstep: Class 3 contains 4076 members 
Mstep: Class 4 contains 4196 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 10477 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 149976 members 
Mstep: Class 11 contains 16856 members 
Mstep: Class 12 contains 137354 members 
Mstep: Class 16 contains 95054 members 
Mstep: Class 17 contains 5365 members 
Mstep: Class 18 contains 5065 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57700848.000000 Penalty: 58218.136719
Iteration 65Q: 19 clusters Score -5.770085e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 5769 members 
Mstep: Class 3 contains 4099 members 
Mstep: Class 4 contains 4197 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 10434 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 149976 members 
Mstep: Class 11 contains 16858 members 
Mstep: Class 12 contains 137297 members 
Mstep: Class 16 contains 95056 members 
Mstep: Class 17 contains 5371 members 
Mstep: Class 18 contains 5062 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57700824.000000 Penalty: 58218.136719
Iteration 66Q: 19 clusters Score -5.770082e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 5842 members 
Mstep: Class 3 contains 4113 members 
Mstep: Class 4 contains 4197 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 10391 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 150022 members 
Mstep: Class 11 contains 16858 members 
Mstep: Class 12 contains 137225 members 
Mstep: Class 16 contains 95050 members 
Mstep: Class 17 contains 5383 members 
Mstep: Class 18 contains 5058 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57701084.000000 Penalty: 58218.136719
Iteration 67Q: 19 clusters Score -5.770108e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 5911 members 
Mstep: Class 3 contains 4130 members 
Mstep: Class 4 contains 4198 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 10327 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 150075 members 
Mstep: Class 11 contains 16860 members 
Mstep: Class 12 contains 137165 members 
Mstep: Class 16 contains 95048 members 
Mstep: Class 17 contains 5383 members 
Mstep: Class 18 contains 5054 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57701016.000000 Penalty: 58218.136719
Iteration 68Q: 19 clusters Score -5.770102e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 5978 members 
Mstep: Class 3 contains 4145 members 
Mstep: Class 4 contains 4201 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 10248 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 150187 members 
Mstep: Class 11 contains 16865 members 
Mstep: Class 12 contains 137070 members 
Mstep: Class 16 contains 95042 members 
Mstep: Class 17 contains 5383 members 
Mstep: Class 18 contains 5050 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57701168.000000 Penalty: 58218.136719
Iteration 69Q: 19 clusters Score -5.770117e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 6040 members 
Mstep: Class 3 contains 4158 members 
Mstep: Class 4 contains 4206 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 150293 members 
Mstep: Class 11 contains 16869 members 
Mstep: Class 12 contains 136962 members 
Mstep: Class 16 contains 95024 members 
Mstep: Class 17 contains 5385 members 
Mstep: Class 18 contains 5045 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57701188.000000 Penalty: 58218.136719
Iteration 70Q: 19 clusters Score -5.770119e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 6117 members 
Mstep: Class 3 contains 4165 members 
Mstep: Class 4 contains 4208 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 10140 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 150412 members 
Mstep: Class 11 contains 16875 members 
Mstep: Class 12 contains 136843 members 
Mstep: Class 16 contains 95008 members 
Mstep: Class 17 contains 5389 members 
Mstep: Class 18 contains 5043 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57701312.000000 Penalty: 58218.136719
Iteration 71Q: 19 clusters Score -5.770131e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 6224 members 
Mstep: Class 3 contains 4168 members 
Mstep: Class 4 contains 4208 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 10093 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 150517 members 
Mstep: Class 11 contains 16875 members 
Mstep: Class 12 contains 136713 members 
Mstep: Class 16 contains 94985 members 
Mstep: Class 17 contains 5391 members 
Mstep: Class 18 contains 5039 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57701400.000000 Penalty: 58218.136719
Iteration 72Q: 19 clusters Score -5.77014e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 6334 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 4213 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 10012 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 150644 members 
Mstep: Class 11 contains 16879 members 
Mstep: Class 12 contains 136573 members 
Mstep: Class 16 contains 94966 members 
Mstep: Class 17 contains 5392 members 
Mstep: Class 18 contains 5039 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57701348.000000 Penalty: 58218.136719
Iteration 73Q: 19 clusters Score -5.770135e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 6451 members 
Mstep: Class 3 contains 4182 members 
Mstep: Class 4 contains 4213 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 9937 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 150778 members 
Mstep: Class 11 contains 16883 members 
Mstep: Class 12 contains 136409 members 
Mstep: Class 16 contains 94960 members 
Mstep: Class 17 contains 5392 members 
Mstep: Class 18 contains 5037 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57701608.000000 Penalty: 58218.136719
Iteration 74Q: 19 clusters Score -5.770161e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 6561 members 
Mstep: Class 3 contains 4186 members 
Mstep: Class 4 contains 4218 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 9879 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 150955 members 
Mstep: Class 11 contains 16890 members 
Mstep: Class 12 contains 136185 members 
Mstep: Class 16 contains 94948 members 
Mstep: Class 17 contains 5389 members 
Mstep: Class 18 contains 5036 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57701616.000000 Penalty: 58218.136719
Iteration 75Q: 19 clusters Score -5.770162e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 6687 members 
Mstep: Class 3 contains 4189 members 
Mstep: Class 4 contains 4221 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 9817 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 151141 members 
Mstep: Class 11 contains 16890 members 
Mstep: Class 12 contains 135956 members 
Mstep: Class 16 contains 94921 members 
Mstep: Class 17 contains 5392 members 
Mstep: Class 18 contains 5037 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57701768.000000 Penalty: 58218.136719
Iteration 76Q: 19 clusters Score -5.770177e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 4190 members 
Mstep: Class 4 contains 4219 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 9725 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 151355 members 
Mstep: Class 11 contains 16897 members 
Mstep: Class 12 contains 135736 members 
Mstep: Class 16 contains 94917 members 
Mstep: Class 17 contains 5391 members 
Mstep: Class 18 contains 5039 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57701892.000000 Penalty: 58218.136719
Iteration 77Q: 19 clusters Score -5.770189e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 6922 members 
Mstep: Class 3 contains 4190 members 
Mstep: Class 4 contains 4221 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 9630 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 151575 members 
Mstep: Class 11 contains 16902 members 
Mstep: Class 12 contains 135469 members 
Mstep: Class 16 contains 94929 members 
Mstep: Class 17 contains 5396 members 
Mstep: Class 18 contains 5037 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57701816.000000 Penalty: 58218.136719
Iteration 78Q: 19 clusters Score -5.770182e+07 nChanged 919
Entering ConstructFrom: 
Score: -57701816.000000 Penalty: 58218.136719
Entering ConstructFrom: 
Trying to split cluster 1 (20239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Entering Unmasked Estep 
Score: -2601821.750000 Penalty: 2459.010986
	Iteration 0F: 2 clusters Score -2601822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2587560.000000 Penalty: 4918.021973
	Iteration 0F: 3 clusters Score -2587560 nChanged 8972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2592362.250000 Penalty: 4918.021973
	Iteration 1F: 3 clusters Score -2592362 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -2592817.750000 Penalty: 4918.021973
	Iteration 2F: 3 clusters Score -2592818 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2593279.750000 Penalty: 4918.021973
	Iteration 3F: 3 clusters Score -2593280 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -2593778.500000 Penalty: 4918.021973
	Iteration 4F: 3 clusters Score -2593778 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -2594365.000000 Penalty: 4918.021973
	Iteration 5F: 3 clusters Score -2594365 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -2595096.750000 Penalty: 4918.021973
	Iteration 6F: 3 clusters Score -2595097 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -2595938.250000 Penalty: 4918.021973
	Iteration 7F: 3 clusters Score -2595938 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -2596864.000000 Penalty: 4918.021973
	Iteration 8F: 3 clusters Score -2596864 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -2597745.500000 Penalty: 4918.021973
	Iteration 9F: 3 clusters Score -2597746 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2598367.000000 Penalty: 4918.021973
	Iteration 10Q: 3 clusters Score -2598367 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2598714.250000 Penalty: 4918.021973
	Iteration 11Q: 3 clusters Score -2598714 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -2598894.500000 Penalty: 4918.021973
	Iteration 12Q: 3 clusters Score -2598894 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -2599037.000000 Penalty: 4918.021973
	Iteration 13Q: 3 clusters Score -2599037 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -2599123.250000 Penalty: 4918.021973
	Iteration 14Q: 3 clusters Score -2599123 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -2599195.250000 Penalty: 4918.021973
	Iteration 15Q: 3 clusters Score -2599195 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -2599268.000000 Penalty: 4918.021973
	Iteration 16Q: 3 clusters Score -2599268 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -2599332.750000 Penalty: 4918.021973
	Iteration 17Q: 3 clusters Score -2599333 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -2599374.500000 Penalty: 4918.021973
	Iteration 18Q: 3 clusters Score -2599374 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2599419.500000 Penalty: 4918.021973
	Iteration 19Q: 3 clusters Score -2599420 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -2599441.500000 Penalty: 4918.021973
	Iteration 20F: 3 clusters Score -2599442 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -2599476.250000 Penalty: 4918.021973
	Iteration 21Q: 3 clusters Score -2599476 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -2599507.000000 Penalty: 4918.021973
	Iteration 22Q: 3 clusters Score -2599507 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -2599525.250000 Penalty: 4918.021973
	Iteration 23Q: 3 clusters Score -2599525 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -2599544.250000 Penalty: 4918.021973
	Iteration 24Q: 3 clusters Score -2599544 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -2599560.750000 Penalty: 4918.021973
	Iteration 25Q: 3 clusters Score -2599561 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -2599570.500000 Penalty: 4918.021973
	Iteration 26Q: 3 clusters Score -2599570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -2599580.750000 Penalty: 4918.021973
	Iteration 27Q: 3 clusters Score -2599581 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -2599585.750000 Penalty: 4918.021973
	Iteration 28Q: 3 clusters Score -2599586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -2599592.250000 Penalty: 4918.021973
	Iteration 29Q: 3 clusters Score -2599592 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -2599612.000000 Penalty: 4918.021973
	Iteration 30Q: 3 clusters Score -2599612 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -2599623.500000 Penalty: 4918.021973
	Iteration 31Q: 3 clusters Score -2599624 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -2599635.000000 Penalty: 4918.021973
	Iteration 32Q: 3 clusters Score -2599635 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -2599641.000000 Penalty: 4918.021973
	Iteration 33Q: 3 clusters Score -2599641 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -2599646.750000 Penalty: 4918.021973
	Iteration 34Q: 3 clusters Score -2599647 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -2599664.500000 Penalty: 4918.021973
	Iteration 35Q: 3 clusters Score -2599664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -2599670.500000 Penalty: 4918.021973
	Iteration 36Q: 3 clusters Score -2599670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -2599675.250000 Penalty: 4918.021973
	Iteration 37Q: 3 clusters Score -2599675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -2599681.500000 Penalty: 4918.021973
	Iteration 38Q: 3 clusters Score -2599682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -2599686.500000 Penalty: 4918.021973
	Iteration 39Q: 3 clusters Score -2599686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -2599691.500000 Penalty: 4918.021973
	Iteration 40F: 3 clusters Score -2599692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -2599694.000000 Penalty: 4918.021973
	Iteration 41Q: 3 clusters Score -2599694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -2599705.250000 Penalty: 4918.021973
	Iteration 42Q: 3 clusters Score -2599705 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -2599707.750000 Penalty: 4918.021973
	Iteration 43Q: 3 clusters Score -2599708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -2599710.250000 Penalty: 4918.021973
	Iteration 44Q: 3 clusters Score -2599710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -2599719.500000 Penalty: 4918.021973
	Iteration 45Q: 3 clusters Score -2599720 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -2599734.000000 Penalty: 4918.021973
	Iteration 46Q: 3 clusters Score -2599734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -2599743.500000 Penalty: 4918.021973
	Iteration 47Q: 3 clusters Score -2599744 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -2599746.750000 Penalty: 4918.021973
	Iteration 48Q: 3 clusters Score -2599747 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -2599763.250000 Penalty: 4918.021973
	Iteration 49Q: 3 clusters Score -2599763 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -2599772.000000 Penalty: 4918.021973
	Iteration 50Q: 3 clusters Score -2599772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -2599780.500000 Penalty: 4918.021973
	Iteration 51Q: 3 clusters Score -2599780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -2599782.250000 Penalty: 4918.021973
	Iteration 52Q: 3 clusters Score -2599782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -2599792.500000 Penalty: 4918.021973
	Iteration 53Q: 3 clusters Score -2599792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -2599799.750000 Penalty: 4918.021973
	Iteration 54Q: 3 clusters Score -2599800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -2599802.750000 Penalty: 4918.021973
	Iteration 55Q: 3 clusters Score -2599803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -2599803.000000 Penalty: 4918.021973
	Iteration 56Q: 3 clusters Score -2599803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -2599806.500000 Penalty: 4918.021973
	Iteration 57Q: 3 clusters Score -2599806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -2599808.750000 Penalty: 4918.021973
	Iteration 58Q: 3 clusters Score -2599809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -2599810.000000 Penalty: 4918.021973
	Iteration 59Q: 3 clusters Score -2599810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -2599811.750000 Penalty: 4918.021973
	Iteration 60F: 3 clusters Score -2599812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -2599813.750000 Penalty: 4918.021973
	Iteration 61Q: 3 clusters Score -2599814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -2599817.500000 Penalty: 4918.021973
	Iteration 62Q: 3 clusters Score -2599818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -2599820.250000 Penalty: 4918.021973
	Iteration 63Q: 3 clusters Score -2599820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -2599822.000000 Penalty: 4918.021973
	Iteration 64Q: 3 clusters Score -2599822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -2599825.500000 Penalty: 4918.021973
	Iteration 65Q: 3 clusters Score -2599826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -2599831.500000 Penalty: 4918.021973
	Iteration 66Q: 3 clusters Score -2599832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -2599836.500000 Penalty: 4918.021973
	Iteration 67Q: 3 clusters Score -2599836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -2599839.250000 Penalty: 4918.021973
	Iteration 68Q: 3 clusters Score -2599839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -2599848.500000 Penalty: 4918.021973
	Iteration 69Q: 3 clusters Score -2599848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -2599855.000000 Penalty: 4918.021973
	Iteration 70Q: 3 clusters Score -2599855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -2599853.250000 Penalty: 4918.021973
	Iteration 71Q: 3 clusters Score -2599853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -2599854.500000 Penalty: 4918.021973
	Iteration 72Q: 3 clusters Score -2599854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -2599855.750000 Penalty: 4918.021973
	Iteration 73Q: 3 clusters Score -2599856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -2599860.000000 Penalty: 4918.021973
	Iteration 74Q: 3 clusters Score -2599860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -2599859.750000 Penalty: 4918.021973
	Iteration 75Q: 3 clusters Score -2599860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -2599860.750000 Penalty: 4918.021973
	Iteration 76Q: 3 clusters Score -2599861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -2599857.500000 Penalty: 4918.021973
	Iteration 77Q: 3 clusters Score -2599858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -2599859.750000 Penalty: 4918.021973
	Iteration 78Q: 3 clusters Score -2599860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -2599861.000000 Penalty: 4918.021973
	Iteration 79Q: 3 clusters Score -2599861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -2599860.000000 Penalty: 4918.021973
	Iteration 80F: 3 clusters Score -2599860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -2599862.000000 Penalty: 4918.021973
	Iteration 81Q: 3 clusters Score -2599862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -2599865.000000 Penalty: 4918.021973
	Iteration 82Q: 3 clusters Score -2599865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -2599868.500000 Penalty: 4918.021973
	Iteration 83Q: 3 clusters Score -2599868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -2599869.000000 Penalty: 4918.021973
	Iteration 84Q: 3 clusters Score -2599869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -2599874.500000 Penalty: 4918.021973
	Iteration 85Q: 3 clusters Score -2599874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -2599871.250000 Penalty: 4918.021973
	Iteration 86Q: 3 clusters Score -2599871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -2599877.750000 Penalty: 4918.021973
	Iteration 87Q: 3 clusters Score -2599878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -2599883.250000 Penalty: 4918.021973
	Iteration 88Q: 3 clusters Score -2599883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -2599882.750000 Penalty: 4918.021973
	Iteration 89Q: 3 clusters Score -2599883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -2599881.500000 Penalty: 4918.021973
	Iteration 90Q: 3 clusters Score -2599882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -2599882.750000 Penalty: 4918.021973
	Iteration 91Q: 3 clusters Score -2599883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -2599885.000000 Penalty: 4918.021973
	Iteration 92Q: 3 clusters Score -2599885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -2599886.250000 Penalty: 4918.021973
	Iteration 93Q: 3 clusters Score -2599886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2599886.750000 Penalty: 4918.021973
	Iteration 94Q: 3 clusters Score -2599887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2599886.750000 Penalty: 4918.021973
	Iteration 95F: 3 clusters Score -2599887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Entering Unmasked Estep 
Score: -924420.812500 Penalty: 2198.176758
	Iteration 0F: 2 clusters Score -924420.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -918592.937500 Penalty: 4396.353516
	Iteration 0F: 3 clusters Score -918592.9 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -920071.937500 Penalty: 4396.353516
	Iteration 1F: 3 clusters Score -920071.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -920313.687500 Penalty: 4396.353516
	Iteration 2F: 3 clusters Score -920313.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -920453.875000 Penalty: 4396.353516
	Iteration 3F: 3 clusters Score -920453.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -920538.687500 Penalty: 4396.353516
	Iteration 4Q: 3 clusters Score -920538.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -920598.875000 Penalty: 4396.353516
	Iteration 5Q: 3 clusters Score -920598.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -920645.750000 Penalty: 4396.353516
	Iteration 6Q: 3 clusters Score -920645.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -920690.937500 Penalty: 4396.353516
	Iteration 7Q: 3 clusters Score -920690.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -920726.625000 Penalty: 4396.353516
	Iteration 8Q: 3 clusters Score -920726.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -920763.500000 Penalty: 4396.353516
	Iteration 9Q: 3 clusters Score -920763.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -920791.562500 Penalty: 4396.353516
	Iteration 10Q: 3 clusters Score -920791.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -920818.312500 Penalty: 4396.353516
	Iteration 11Q: 3 clusters Score -920818.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -920846.125000 Penalty: 4396.353516
	Iteration 12Q: 3 clusters Score -920846.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -920873.812500 Penalty: 4396.353516
	Iteration 13Q: 3 clusters Score -920873.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -920911.937500 Penalty: 4396.353516
	Iteration 14Q: 3 clusters Score -920911.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -920954.250000 Penalty: 4396.353516
	Iteration 15Q: 3 clusters Score -920954.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -920997.812500 Penalty: 4396.353516
	Iteration 16Q: 3 clusters Score -920997.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -921036.687500 Penalty: 4396.353516
	Iteration 17Q: 3 clusters Score -921036.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -921081.562500 Penalty: 4396.353516
	Iteration 18Q: 3 clusters Score -921081.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -921122.250000 Penalty: 4396.353516
	Iteration 19Q: 3 clusters Score -921122.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -921177.625000 Penalty: 4396.353516
	Iteration 20F: 3 clusters Score -921177.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -921243.500000 Penalty: 4396.353516
	Iteration 21Q: 3 clusters Score -921243.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -921317.750000 Penalty: 4396.353516
	Iteration 22Q: 3 clusters Score -921317.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -921397.812500 Penalty: 4396.353516
	Iteration 23Q: 3 clusters Score -921397.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -921485.562500 Penalty: 4396.353516
	Iteration 24Q: 3 clusters Score -921485.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -921593.687500 Penalty: 4396.353516
	Iteration 25Q: 3 clusters Score -921593.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -921696.625000 Penalty: 4396.353516
	Iteration 26Q: 3 clusters Score -921696.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -921795.000000 Penalty: 4396.353516
	Iteration 27Q: 3 clusters Score -921795 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -921889.312500 Penalty: 4396.353516
	Iteration 28Q: 3 clusters Score -921889.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -921979.437500 Penalty: 4396.353516
	Iteration 29Q: 3 clusters Score -921979.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -922050.250000 Penalty: 4396.353516
	Iteration 30Q: 3 clusters Score -922050.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -922113.937500 Penalty: 4396.353516
	Iteration 31Q: 3 clusters Score -922113.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -922174.375000 Penalty: 4396.353516
	Iteration 32Q: 3 clusters Score -922174.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -922227.937500 Penalty: 4396.353516
	Iteration 33Q: 3 clusters Score -922227.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -922269.312500 Penalty: 4396.353516
	Iteration 34Q: 3 clusters Score -922269.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -922306.000000 Penalty: 4396.353516
	Iteration 35Q: 3 clusters Score -922306 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -922332.000000 Penalty: 4396.353516
	Iteration 36Q: 3 clusters Score -922332 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -922354.562500 Penalty: 4396.353516
	Iteration 37Q: 3 clusters Score -922354.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -922374.687500 Penalty: 4396.353516
	Iteration 38Q: 3 clusters Score -922374.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -922399.937500 Penalty: 4396.353516
	Iteration 39Q: 3 clusters Score -922399.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -922422.687500 Penalty: 4396.353516
	Iteration 40F: 3 clusters Score -922422.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -922439.187500 Penalty: 4396.353516
	Iteration 41Q: 3 clusters Score -922439.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -922460.562500 Penalty: 4396.353516
	Iteration 42Q: 3 clusters Score -922460.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -922487.500000 Penalty: 4396.353516
	Iteration 43Q: 3 clusters Score -922487.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -922504.250000 Penalty: 4396.353516
	Iteration 44Q: 3 clusters Score -922504.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -922519.000000 Penalty: 4396.353516
	Iteration 45Q: 3 clusters Score -922519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -922530.875000 Penalty: 4396.353516
	Iteration 46Q: 3 clusters Score -922530.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -922547.562500 Penalty: 4396.353516
	Iteration 47Q: 3 clusters Score -922547.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -922561.750000 Penalty: 4396.353516
	Iteration 48Q: 3 clusters Score -922561.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -922571.000000 Penalty: 4396.353516
	Iteration 49Q: 3 clusters Score -922571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -922578.875000 Penalty: 4396.353516
	Iteration 50Q: 3 clusters Score -922578.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -922587.562500 Penalty: 4396.353516
	Iteration 51Q: 3 clusters Score -922587.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -922588.375000 Penalty: 4396.353516
	Iteration 52Q: 3 clusters Score -922588.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -922590.250000 Penalty: 4396.353516
	Iteration 53Q: 3 clusters Score -922590.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -922592.375000 Penalty: 4396.353516
	Iteration 54Q: 3 clusters Score -922592.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -922592.375000 Penalty: 4396.353516
	Iteration 55F: 3 clusters Score -922592.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Entering Unmasked Estep 
Score: -543886.812500 Penalty: 2068.787842
	Iteration 0F: 2 clusters Score -543886.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -539853.937500 Penalty: 4137.575684
	Iteration 0F: 3 clusters Score -539853.9 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -540720.625000 Penalty: 4137.575684
	Iteration 1F: 3 clusters Score -540720.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -540928.500000 Penalty: 4137.575684
	Iteration 2F: 3 clusters Score -540928.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -541035.625000 Penalty: 4137.575684
	Iteration 3Q: 3 clusters Score -541035.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -541090.312500 Penalty: 4137.575684
	Iteration 4Q: 3 clusters Score -541090.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -541143.750000 Penalty: 4137.575684
	Iteration 5Q: 3 clusters Score -541143.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -541192.125000 Penalty: 4137.575684
	Iteration 6Q: 3 clusters Score -541192.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -541244.375000 Penalty: 4137.575684
	Iteration 7Q: 3 clusters Score -541244.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -541287.187500 Penalty: 4137.575684
	Iteration 8Q: 3 clusters Score -541287.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -541320.437500 Penalty: 4137.575684
	Iteration 9Q: 3 clusters Score -541320.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -541349.562500 Penalty: 4137.575684
	Iteration 10Q: 3 clusters Score -541349.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -541384.500000 Penalty: 4137.575684
	Iteration 11Q: 3 clusters Score -541384.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -541409.000000 Penalty: 4137.575684
	Iteration 12Q: 3 clusters Score -541409 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -541437.375000 Penalty: 4137.575684
	Iteration 13Q: 3 clusters Score -541437.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -541457.500000 Penalty: 4137.575684
	Iteration 14Q: 3 clusters Score -541457.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -541483.000000 Penalty: 4137.575684
	Iteration 15Q: 3 clusters Score -541483 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -541511.500000 Penalty: 4137.575684
	Iteration 16Q: 3 clusters Score -541511.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -541540.687500 Penalty: 4137.575684
	Iteration 17Q: 3 clusters Score -541540.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -541571.812500 Penalty: 4137.575684
	Iteration 18Q: 3 clusters Score -541571.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -541598.500000 Penalty: 4137.575684
	Iteration 19Q: 3 clusters Score -541598.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -541623.687500 Penalty: 4137.575684
	Iteration 20F: 3 clusters Score -541623.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -541650.625000 Penalty: 4137.575684
	Iteration 21Q: 3 clusters Score -541650.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -541673.937500 Penalty: 4137.575684
	Iteration 22Q: 3 clusters Score -541673.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -541698.750000 Penalty: 4137.575684
	Iteration 23Q: 3 clusters Score -541698.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -541718.812500 Penalty: 4137.575684
	Iteration 24Q: 3 clusters Score -541718.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -541739.812500 Penalty: 4137.575684
	Iteration 25Q: 3 clusters Score -541739.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -541761.937500 Penalty: 4137.575684
	Iteration 26Q: 3 clusters Score -541761.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -541784.312500 Penalty: 4137.575684
	Iteration 27Q: 3 clusters Score -541784.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -541806.937500 Penalty: 4137.575684
	Iteration 28Q: 3 clusters Score -541806.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -541827.812500 Penalty: 4137.575684
	Iteration 29Q: 3 clusters Score -541827.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -541843.875000 Penalty: 4137.575684
	Iteration 30Q: 3 clusters Score -541843.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -541859.562500 Penalty: 4137.575684
	Iteration 31Q: 3 clusters Score -541859.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -541876.250000 Penalty: 4137.575684
	Iteration 32Q: 3 clusters Score -541876.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -541893.500000 Penalty: 4137.575684
	Iteration 33Q: 3 clusters Score -541893.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -541913.375000 Penalty: 4137.575684
	Iteration 34Q: 3 clusters Score -541913.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -541933.937500 Penalty: 4137.575684
	Iteration 35Q: 3 clusters Score -541933.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -541957.437500 Penalty: 4137.575684
	Iteration 36Q: 3 clusters Score -541957.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -541975.187500 Penalty: 4137.575684
	Iteration 37Q: 3 clusters Score -541975.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -541987.500000 Penalty: 4137.575684
	Iteration 38Q: 3 clusters Score -541987.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -542000.625000 Penalty: 4137.575684
	Iteration 39Q: 3 clusters Score -542000.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -542014.437500 Penalty: 4137.575684
	Iteration 40F: 3 clusters Score -542014.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -542027.312500 Penalty: 4137.575684
	Iteration 41Q: 3 clusters Score -542027.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -542041.125000 Penalty: 4137.575684
	Iteration 42Q: 3 clusters Score -542041.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -542049.437500 Penalty: 4137.575684
	Iteration 43Q: 3 clusters Score -542049.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -542051.312500 Penalty: 4137.575684
	Iteration 44Q: 3 clusters Score -542051.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -542052.500000 Penalty: 4137.575684
	Iteration 45Q: 3 clusters Score -542052.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -542056.187500 Penalty: 4137.575684
	Iteration 46Q: 3 clusters Score -542056.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -542056.375000 Penalty: 4137.575684
	Iteration 47Q: 3 clusters Score -542056.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -542058.562500 Penalty: 4137.575684
	Iteration 48Q: 3 clusters Score -542058.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -542061.500000 Penalty: 4137.575684
	Iteration 49Q: 3 clusters Score -542061.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -542065.812500 Penalty: 4137.575684
	Iteration 50Q: 3 clusters Score -542065.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -542068.750000 Penalty: 4137.575684
	Iteration 51Q: 3 clusters Score -542068.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -542071.750000 Penalty: 4137.575684
	Iteration 52Q: 3 clusters Score -542071.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -542072.875000 Penalty: 4137.575684
	Iteration 53Q: 3 clusters Score -542072.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -542074.750000 Penalty: 4137.575684
	Iteration 54Q: 3 clusters Score -542074.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -542074.812500 Penalty: 4137.575684
	Iteration 55Q: 3 clusters Score -542074.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -542077.375000 Penalty: 4137.575684
	Iteration 56Q: 3 clusters Score -542077.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -542078.000000 Penalty: 4137.575684
	Iteration 57Q: 3 clusters Score -542078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -542079.187500 Penalty: 4137.575684
	Iteration 58Q: 3 clusters Score -542079.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -542079.937500 Penalty: 4137.575684
	Iteration 59Q: 3 clusters Score -542079.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -542083.125000 Penalty: 4137.575684
	Iteration 60F: 3 clusters Score -542083.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -542083.375000 Penalty: 4137.575684
	Iteration 61Q: 3 clusters Score -542083.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -542084.000000 Penalty: 4137.575684
	Iteration 62Q: 3 clusters Score -542084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -542086.500000 Penalty: 4137.575684
	Iteration 63Q: 3 clusters Score -542086.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -542089.500000 Penalty: 4137.575684
	Iteration 64Q: 3 clusters Score -542089.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -542089.937500 Penalty: 4137.575684
	Iteration 65Q: 3 clusters Score -542089.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -542090.812500 Penalty: 4137.575684
	Iteration 66Q: 3 clusters Score -542090.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -542091.437500 Penalty: 4137.575684
	Iteration 67Q: 3 clusters Score -542091.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -542093.562500 Penalty: 4137.575684
	Iteration 68Q: 3 clusters Score -542093.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -542094.125000 Penalty: 4137.575684
	Iteration 69Q: 3 clusters Score -542094.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -542095.500000 Penalty: 4137.575684
	Iteration 70Q: 3 clusters Score -542095.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -542095.750000 Penalty: 4137.575684
	Iteration 71Q: 3 clusters Score -542095.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -542095.750000 Penalty: 4137.575684
	Iteration 72F: 3 clusters Score -542095.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Entering Unmasked Estep 
Score: -548909.750000 Penalty: 2070.320068
	Iteration 0F: 2 clusters Score -548909.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -544887.312500 Penalty: 4140.640137
	Iteration 0F: 3 clusters Score -544887.3 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -545840.500000 Penalty: 4140.640137
	Iteration 1F: 3 clusters Score -545840.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -546255.500000 Penalty: 4140.640137
	Iteration 2F: 3 clusters Score -546255.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -546700.937500 Penalty: 4140.640137
	Iteration 3F: 3 clusters Score -546700.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -547072.875000 Penalty: 4140.640137
	Iteration 4F: 3 clusters Score -547072.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -547381.312500 Penalty: 4140.640137
	Iteration 5F: 3 clusters Score -547381.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -547616.625000 Penalty: 4140.640137
	Iteration 6F: 3 clusters Score -547616.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -547775.437500 Penalty: 4140.640137
	Iteration 7Q: 3 clusters Score -547775.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -547874.375000 Penalty: 4140.640137
	Iteration 8Q: 3 clusters Score -547874.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -547952.562500 Penalty: 4140.640137
	Iteration 9Q: 3 clusters Score -547952.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -548006.812500 Penalty: 4140.640137
	Iteration 10Q: 3 clusters Score -548006.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -548042.437500 Penalty: 4140.640137
	Iteration 11Q: 3 clusters Score -548042.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -548067.625000 Penalty: 4140.640137
	Iteration 12Q: 3 clusters Score -548067.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -548087.000000 Penalty: 4140.640137
	Iteration 13Q: 3 clusters Score -548087 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -548101.687500 Penalty: 4140.640137
	Iteration 14Q: 3 clusters Score -548101.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -548118.000000 Penalty: 4140.640137
	Iteration 15Q: 3 clusters Score -548118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -548134.000000 Penalty: 4140.640137
	Iteration 16Q: 3 clusters Score -548134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -548144.875000 Penalty: 4140.640137
	Iteration 17Q: 3 clusters Score -548144.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -548156.750000 Penalty: 4140.640137
	Iteration 18Q: 3 clusters Score -548156.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -548163.750000 Penalty: 4140.640137
	Iteration 19Q: 3 clusters Score -548163.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -548166.875000 Penalty: 4140.640137
	Iteration 20F: 3 clusters Score -548166.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -548168.125000 Penalty: 4140.640137
	Iteration 21Q: 3 clusters Score -548168.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -548168.562500 Penalty: 4140.640137
	Iteration 22Q: 3 clusters Score -548168.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -548168.562500 Penalty: 4140.640137
	Iteration 23F: 3 clusters Score -548168.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -52631.515625 Penalty: 1541.222778
	Iteration 0F: 2 clusters Score -52631.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -51266.886719 Penalty: 3082.445557
	Iteration 0F: 3 clusters Score -51266.89 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -51851.921875 Penalty: 3082.445557
	Iteration 1F: 3 clusters Score -51851.92 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -52424.171875 Penalty: 3082.445557
	Iteration 2F: 3 clusters Score -52424.17 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -52904.308594 Penalty: 3082.445557
	Iteration 3F: 3 clusters Score -52904.31 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -53111.718750 Penalty: 3082.445557
	Iteration 4F: 3 clusters Score -53111.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -53209.449219 Penalty: 3082.445557
	Iteration 5Q: 3 clusters Score -53209.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -53248.324219 Penalty: 3082.445557
	Iteration 6Q: 3 clusters Score -53248.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -53271.757812 Penalty: 3082.445557
	Iteration 7Q: 3 clusters Score -53271.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -53309.355469 Penalty: 3082.445557
	Iteration 8Q: 3 clusters Score -53309.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -53315.695312 Penalty: 3082.445557
	Iteration 9Q: 3 clusters Score -53315.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -53320.351562 Penalty: 3082.445557
	Iteration 10Q: 3 clusters Score -53320.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -53327.703125 Penalty: 3082.445557
	Iteration 11Q: 3 clusters Score -53327.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -53331.171875 Penalty: 3082.445557
	Iteration 12Q: 3 clusters Score -53331.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -53331.171875 Penalty: 3082.445557
	Iteration 13F: 3 clusters Score -53331.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 7070 members 
Mstep: Class 3 contains 4196 members 
Mstep: Class 4 contains 4222 members 
Mstep: Class 5 contains 371 members 
Mstep: Class 6 contains 9538 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 151747 members 
Mstep: Class 11 contains 16908 members 
Mstep: Class 12 contains 135212 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 16 contains 94953 members 
Mstep: Class 17 contains 5401 members 
Mstep: Class 18 contains 5034 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
Score: -57700792.000000 Penalty: 61452.480469
Splitting cluster 5 changes total score from -57701816.000000 to -57700792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (9538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Entering Unmasked Estep 
Score: -1222208.250000 Penalty: 2272.433838
	Iteration 0F: 2 clusters Score -1222208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1214795.625000 Penalty: 4544.867676
	Iteration 0F: 3 clusters Score -1214796 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1216906.250000 Penalty: 4544.867676
	Iteration 1F: 3 clusters Score -1216906 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1217261.750000 Penalty: 4544.867676
	Iteration 2F: 3 clusters Score -1217262 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1217496.875000 Penalty: 4544.867676
	Iteration 3F: 3 clusters Score -1217497 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1217679.875000 Penalty: 4544.867676
	Iteration 4Q: 3 clusters Score -1217680 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1217851.500000 Penalty: 4544.867676
	Iteration 5Q: 3 clusters Score -1217852 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1218026.125000 Penalty: 4544.867676
	Iteration 6Q: 3 clusters Score -1218026 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1218190.125000 Penalty: 4544.867676
	Iteration 7Q: 3 clusters Score -1218190 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1218330.875000 Penalty: 4544.867676
	Iteration 8Q: 3 clusters Score -1218331 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1218483.000000 Penalty: 4544.867676
	Iteration 9Q: 3 clusters Score -1218483 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1218639.500000 Penalty: 4544.867676
	Iteration 10Q: 3 clusters Score -1218640 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1218793.500000 Penalty: 4544.867676
	Iteration 11Q: 3 clusters Score -1218794 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1218939.250000 Penalty: 4544.867676
	Iteration 12Q: 3 clusters Score -1218939 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1219087.875000 Penalty: 4544.867676
	Iteration 13Q: 3 clusters Score -1219088 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1219237.625000 Penalty: 4544.867676
	Iteration 14Q: 3 clusters Score -1219238 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1219366.750000 Penalty: 4544.867676
	Iteration 15Q: 3 clusters Score -1219367 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1219453.375000 Penalty: 4544.867676
	Iteration 16Q: 3 clusters Score -1219453 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1219527.375000 Penalty: 4544.867676
	Iteration 17Q: 3 clusters Score -1219527 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1219588.000000 Penalty: 4544.867676
	Iteration 18Q: 3 clusters Score -1219588 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1219632.875000 Penalty: 4544.867676
	Iteration 19Q: 3 clusters Score -1219633 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1219675.250000 Penalty: 4544.867676
	Iteration 20F: 3 clusters Score -1219675 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1219713.625000 Penalty: 4544.867676
	Iteration 21Q: 3 clusters Score -1219714 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1219747.250000 Penalty: 4544.867676
	Iteration 22Q: 3 clusters Score -1219747 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1219790.625000 Penalty: 4544.867676
	Iteration 23Q: 3 clusters Score -1219791 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1219841.625000 Penalty: 4544.867676
	Iteration 24Q: 3 clusters Score -1219842 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1219882.250000 Penalty: 4544.867676
	Iteration 25Q: 3 clusters Score -1219882 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1219922.125000 Penalty: 4544.867676
	Iteration 26Q: 3 clusters Score -1219922 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1219977.500000 Penalty: 4544.867676
	Iteration 27Q: 3 clusters Score -1219978 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1220016.875000 Penalty: 4544.867676
	Iteration 28Q: 3 clusters Score -1220017 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1220057.875000 Penalty: 4544.867676
	Iteration 29Q: 3 clusters Score -1220058 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1220090.750000 Penalty: 4544.867676
	Iteration 30Q: 3 clusters Score -1220091 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1220124.750000 Penalty: 4544.867676
	Iteration 31Q: 3 clusters Score -1220125 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1220153.500000 Penalty: 4544.867676
	Iteration 32Q: 3 clusters Score -1220154 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1220190.250000 Penalty: 4544.867676
	Iteration 33Q: 3 clusters Score -1220190 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1220232.750000 Penalty: 4544.867676
	Iteration 34Q: 3 clusters Score -1220233 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1220282.000000 Penalty: 4544.867676
	Iteration 35Q: 3 clusters Score -1220282 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1220316.750000 Penalty: 4544.867676
	Iteration 36Q: 3 clusters Score -1220317 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1220344.125000 Penalty: 4544.867676
	Iteration 37Q: 3 clusters Score -1220344 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1220370.250000 Penalty: 4544.867676
	Iteration 38Q: 3 clusters Score -1220370 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1220385.250000 Penalty: 4544.867676
	Iteration 39Q: 3 clusters Score -1220385 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1220399.500000 Penalty: 4544.867676
	Iteration 40F: 3 clusters Score -1220400 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1220408.000000 Penalty: 4544.867676
	Iteration 41Q: 3 clusters Score -1220408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1220418.000000 Penalty: 4544.867676
	Iteration 42Q: 3 clusters Score -1220418 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1220427.500000 Penalty: 4544.867676
	Iteration 43Q: 3 clusters Score -1220428 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1220435.750000 Penalty: 4544.867676
	Iteration 44Q: 3 clusters Score -1220436 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1220442.625000 Penalty: 4544.867676
	Iteration 45Q: 3 clusters Score -1220443 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1220445.625000 Penalty: 4544.867676
	Iteration 46Q: 3 clusters Score -1220446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1220451.750000 Penalty: 4544.867676
	Iteration 47Q: 3 clusters Score -1220452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1220453.125000 Penalty: 4544.867676
	Iteration 48Q: 3 clusters Score -1220453 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1220465.500000 Penalty: 4544.867676
	Iteration 49Q: 3 clusters Score -1220466 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1220472.250000 Penalty: 4544.867676
	Iteration 50Q: 3 clusters Score -1220472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1220479.000000 Penalty: 4544.867676
	Iteration 51Q: 3 clusters Score -1220479 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1220486.375000 Penalty: 4544.867676
	Iteration 52Q: 3 clusters Score -1220486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1220493.500000 Penalty: 4544.867676
	Iteration 53Q: 3 clusters Score -1220494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1220500.125000 Penalty: 4544.867676
	Iteration 54Q: 3 clusters Score -1220500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1220499.750000 Penalty: 4544.867676
	Iteration 55Q: 3 clusters Score -1220500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1220505.000000 Penalty: 4544.867676
	Iteration 56Q: 3 clusters Score -1220505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1220510.750000 Penalty: 4544.867676
	Iteration 57Q: 3 clusters Score -1220511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1220510.125000 Penalty: 4544.867676
	Iteration 58Q: 3 clusters Score -1220510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1220510.500000 Penalty: 4544.867676
	Iteration 59Q: 3 clusters Score -1220510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1220513.750000 Penalty: 4544.867676
	Iteration 60F: 3 clusters Score -1220514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1220514.000000 Penalty: 4544.867676
	Iteration 61Q: 3 clusters Score -1220514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1220517.625000 Penalty: 4544.867676
	Iteration 62Q: 3 clusters Score -1220518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1220520.500000 Penalty: 4544.867676
	Iteration 63Q: 3 clusters Score -1220520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1220518.500000 Penalty: 4544.867676
	Iteration 64Q: 3 clusters Score -1220518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1220522.375000 Penalty: 4544.867676
	Iteration 65Q: 3 clusters Score -1220522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1220526.125000 Penalty: 4544.867676
	Iteration 66Q: 3 clusters Score -1220526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1220528.750000 Penalty: 4544.867676
	Iteration 67Q: 3 clusters Score -1220529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1220529.750000 Penalty: 4544.867676
	Iteration 68Q: 3 clusters Score -1220530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1220532.000000 Penalty: 4544.867676
	Iteration 69Q: 3 clusters Score -1220532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1220530.125000 Penalty: 4544.867676
	Iteration 70Q: 3 clusters Score -1220530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1220531.375000 Penalty: 4544.867676
	Iteration 71Q: 3 clusters Score -1220531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1220532.000000 Penalty: 4544.867676
	Iteration 72Q: 3 clusters Score -1220532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1220532.000000 Penalty: 4544.867676
	Iteration 73F: 3 clusters Score -1220532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -60580.558594 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -60580.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -59053.472656 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -59053.47 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -59248.355469 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -59248.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -59323.152344 Penalty: 3127.006592
	Iteration 2F: 3 clusters Score -59323.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -59374.437500 Penalty: 3127.006592
	Iteration 3Q: 3 clusters Score -59374.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -59418.859375 Penalty: 3127.006592
	Iteration 4Q: 3 clusters Score -59418.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -59448.085938 Penalty: 3127.006592
	Iteration 5Q: 3 clusters Score -59448.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -59481.230469 Penalty: 3127.006592
	Iteration 6Q: 3 clusters Score -59481.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -59531.230469 Penalty: 3127.006592
	Iteration 7Q: 3 clusters Score -59531.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -59609.058594 Penalty: 3127.006592
	Iteration 8Q: 3 clusters Score -59609.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -59748.035156 Penalty: 3127.006592
	Iteration 9Q: 3 clusters Score -59748.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -59884.015625 Penalty: 3127.006592
	Iteration 10Q: 3 clusters Score -59884.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -59992.609375 Penalty: 3127.006592
	Iteration 11Q: 3 clusters Score -59992.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -60111.441406 Penalty: 3127.006592
	Iteration 12Q: 3 clusters Score -60111.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -60285.105469 Penalty: 3127.006592
	Iteration 13Q: 3 clusters Score -60285.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -60368.324219 Penalty: 3127.006592
	Iteration 14Q: 3 clusters Score -60368.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -60379.007812 Penalty: 3127.006592
	Iteration 15Q: 3 clusters Score -60379.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -60391.308594 Penalty: 3127.006592
	Iteration 16Q: 3 clusters Score -60391.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -60398.492188 Penalty: 3127.006592
	Iteration 17Q: 3 clusters Score -60398.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -60413.113281 Penalty: 3127.006592
	Iteration 18Q: 3 clusters Score -60413.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -60417.273438 Penalty: 3127.006592
	Iteration 19Q: 3 clusters Score -60417.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -60428.472656 Penalty: 3127.006592
	Iteration 20F: 3 clusters Score -60428.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -60443.328125 Penalty: 3127.006592
	Iteration 21Q: 3 clusters Score -60443.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -60453.945312 Penalty: 3127.006592
	Iteration 22Q: 3 clusters Score -60453.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -60461.105469 Penalty: 3127.006592
	Iteration 23Q: 3 clusters Score -60461.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -60462.453125 Penalty: 3127.006592
	Iteration 24Q: 3 clusters Score -60462.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -60462.453125 Penalty: 3127.006592
	Iteration 25F: 3 clusters Score -60462.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -32030.804688 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -32030.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -30738.250000 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -30738.25 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -30955.478516 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -30955.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -31071.953125 Penalty: 2856.415283
	Iteration 2F: 3 clusters Score -31071.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31090.238281 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -31090.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31097.509766 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -31097.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -31113.136719 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -31113.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31139.166016 Penalty: 2856.415283
	Iteration 6Q: 3 clusters Score -31139.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31166.023438 Penalty: 2856.415283
	Iteration 7Q: 3 clusters Score -31166.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31202.455078 Penalty: 2856.415283
	Iteration 8Q: 3 clusters Score -31202.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -31237.478516 Penalty: 2856.415283
	Iteration 9Q: 3 clusters Score -31237.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31268.697266 Penalty: 2856.415283
	Iteration 10Q: 3 clusters Score -31268.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31274.433594 Penalty: 2856.415283
	Iteration 11Q: 3 clusters Score -31274.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31287.310547 Penalty: 2856.415283
	Iteration 12Q: 3 clusters Score -31287.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -31292.716797 Penalty: 2856.415283
	Iteration 13Q: 3 clusters Score -31292.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -31293.060547 Penalty: 2856.415283
	Iteration 14F: 3 clusters Score -31293.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -31299.701172 Penalty: 2856.415283
	Iteration 15Q: 3 clusters Score -31299.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -31312.126953 Penalty: 2856.415283
	Iteration 16Q: 3 clusters Score -31312.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31333.138672 Penalty: 2856.415283
	Iteration 17Q: 3 clusters Score -31333.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -31345.210938 Penalty: 2856.415283
	Iteration 18Q: 3 clusters Score -31345.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -31371.025391 Penalty: 2856.415283
	Iteration 19Q: 3 clusters Score -31371.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -31396.658203 Penalty: 2856.415283
	Iteration 20F: 3 clusters Score -31396.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -31404.156250 Penalty: 2856.415283
	Iteration 21Q: 3 clusters Score -31404.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31433.652344 Penalty: 2856.415283
	Iteration 22Q: 3 clusters Score -31433.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31512.958984 Penalty: 2856.415283
	Iteration 23Q: 3 clusters Score -31512.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31516.246094 Penalty: 2856.415283
	Iteration 24Q: 3 clusters Score -31516.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31516.246094 Penalty: 2856.415283
	Iteration 25F: 3 clusters Score -31516.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Entering Unmasked Estep 
Score: -70477.359375 Penalty: 1617.843506
	Iteration 0F: 2 clusters Score -70477.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -68793.703125 Penalty: 3235.687012
	Iteration 0F: 3 clusters Score -68793.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -69080.265625 Penalty: 3235.687012
	Iteration 1F: 3 clusters Score -69080.27 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -69215.843750 Penalty: 3235.687012
	Iteration 2F: 3 clusters Score -69215.84 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -69284.257812 Penalty: 3235.687012
	Iteration 3F: 3 clusters Score -69284.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -69375.703125 Penalty: 3235.687012
	Iteration 4Q: 3 clusters Score -69375.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -69477.007812 Penalty: 3235.687012
	Iteration 5F: 3 clusters Score -69477.01 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -69564.882812 Penalty: 3235.687012
	Iteration 6Q: 3 clusters Score -69564.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -69638.765625 Penalty: 3235.687012
	Iteration 7Q: 3 clusters Score -69638.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -69722.109375 Penalty: 3235.687012
	Iteration 8Q: 3 clusters Score -69722.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -69838.773438 Penalty: 3235.687012
	Iteration 9Q: 3 clusters Score -69838.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -69982.320312 Penalty: 3235.687012
	Iteration 10Q: 3 clusters Score -69982.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -70120.351562 Penalty: 3235.687012
	Iteration 11Q: 3 clusters Score -70120.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -70217.796875 Penalty: 3235.687012
	Iteration 12Q: 3 clusters Score -70217.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -70290.281250 Penalty: 3235.687012
	Iteration 13Q: 3 clusters Score -70290.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -70329.500000 Penalty: 3235.687012
	Iteration 14Q: 3 clusters Score -70329.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -70377.812500 Penalty: 3235.687012
	Iteration 15Q: 3 clusters Score -70377.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -70442.265625 Penalty: 3235.687012
	Iteration 16Q: 3 clusters Score -70442.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -70493.710938 Penalty: 3235.687012
	Iteration 17Q: 3 clusters Score -70493.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -70528.320312 Penalty: 3235.687012
	Iteration 18Q: 3 clusters Score -70528.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -70560.281250 Penalty: 3235.687012
	Iteration 19Q: 3 clusters Score -70560.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -70592.140625 Penalty: 3235.687012
	Iteration 20F: 3 clusters Score -70592.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -70613.820312 Penalty: 3235.687012
	Iteration 21Q: 3 clusters Score -70613.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -70620.765625 Penalty: 3235.687012
	Iteration 22Q: 3 clusters Score -70620.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -70625.367188 Penalty: 3235.687012
	Iteration 23Q: 3 clusters Score -70625.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -70625.367188 Penalty: 3235.687012
	Iteration 24F: 3 clusters Score -70625.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 7070 members 
Mstep: Class 3 contains 4196 members 
Mstep: Class 4 contains 4222 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 9538 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 230 members 
Mstep: Class 10 contains 151747 members 
Mstep: Class 11 contains 16908 members 
Mstep: Class 12 contains 135212 members 
Mstep: Class 13 contains 451 members 
Mstep: Class 16 contains 94953 members 
Mstep: Class 17 contains 5401 members 
Mstep: Class 18 contains 5034 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
Score: -57700340.000000 Penalty: 61452.480469
Splitting cluster 9 changes total score from -57701816.000000 to -57700340.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (151747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151747 members 
Entering Unmasked Estep 
Score: -19250812.000000 Penalty: 2958.632568
	Iteration 0F: 2 clusters Score -1.925081e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76048 members 
Mstep: Class 2 contains 75699 members 
Entering Unmasked Estep 
Score: -19149184.000000 Penalty: 5917.265137
	Iteration 0F: 3 clusters Score -1.914918e+07 nChanged 72600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79744 members 
Mstep: Class 2 contains 72003 members 
Entering Unmasked Estep 
Score: -19191888.000000 Penalty: 5917.265137
	Iteration 1F: 3 clusters Score -1.919189e+07 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81669 members 
Mstep: Class 2 contains 70078 members 
Entering Unmasked Estep 
Score: -19193340.000000 Penalty: 5917.265137
	Iteration 2Q: 3 clusters Score -1.919334e+07 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84624 members 
Mstep: Class 2 contains 67123 members 
Entering Unmasked Estep 
Score: -19195486.000000 Penalty: 5917.265137
	Iteration 3Q: 3 clusters Score -1.919549e+07 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88962 members 
Mstep: Class 2 contains 62785 members 
Entering Unmasked Estep 
Score: -19198920.000000 Penalty: 5917.265137
	Iteration 4Q: 3 clusters Score -1.919892e+07 nChanged 8643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95155 members 
Mstep: Class 2 contains 56592 members 
Entering Unmasked Estep 
Score: -19204570.000000 Penalty: 5917.265137
	Iteration 5F: 3 clusters Score -1.920457e+07 nChanged 10018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103005 members 
Mstep: Class 2 contains 48742 members 
Entering Unmasked Estep 
Score: -19211988.000000 Penalty: 5917.265137
	Iteration 6F: 3 clusters Score -1.921199e+07 nChanged 10448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111625 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -19220416.000000 Penalty: 5917.265137
	Iteration 7F: 3 clusters Score -1.922042e+07 nChanged 9424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119691 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -19228278.000000 Penalty: 5917.265137
	Iteration 8F: 3 clusters Score -1.922828e+07 nChanged 7450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126139 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -19234046.000000 Penalty: 5917.265137
	Iteration 9Q: 3 clusters Score -1.923405e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131013 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -19237996.000000 Penalty: 5917.265137
	Iteration 10Q: 3 clusters Score -1.9238e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134664 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -19240550.000000 Penalty: 5917.265137
	Iteration 11Q: 3 clusters Score -1.924055e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137571 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -19242472.000000 Penalty: 5917.265137
	Iteration 12Q: 3 clusters Score -1.924247e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139979 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -19244054.000000 Penalty: 5917.265137
	Iteration 13Q: 3 clusters Score -1.924405e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142006 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -19245178.000000 Penalty: 5917.265137
	Iteration 14Q: 3 clusters Score -1.924518e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143647 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -19246152.000000 Penalty: 5917.265137
	Iteration 15Q: 3 clusters Score -1.924615e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144943 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -19246934.000000 Penalty: 5917.265137
	Iteration 16Q: 3 clusters Score -1.924693e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145963 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -19247668.000000 Penalty: 5917.265137
	Iteration 17Q: 3 clusters Score -1.924767e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146700 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -19248162.000000 Penalty: 5917.265137
	Iteration 18Q: 3 clusters Score -1.924816e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147260 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -19248692.000000 Penalty: 5917.265137
	Iteration 19Q: 3 clusters Score -1.924869e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147655 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -19249130.000000 Penalty: 5917.265137
	Iteration 20F: 3 clusters Score -1.924913e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147931 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -19249552.000000 Penalty: 5917.265137
	Iteration 21Q: 3 clusters Score -1.924955e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148119 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -19249802.000000 Penalty: 5917.265137
	Iteration 22Q: 3 clusters Score -1.92498e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148225 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -19249864.000000 Penalty: 5917.265137
	Iteration 23Q: 3 clusters Score -1.924986e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148284 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -19249926.000000 Penalty: 5917.265137
	Iteration 24Q: 3 clusters Score -1.924993e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148333 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -19249970.000000 Penalty: 5917.265137
	Iteration 25Q: 3 clusters Score -1.924997e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148366 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -19249980.000000 Penalty: 5917.265137
	Iteration 26Q: 3 clusters Score -1.924998e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148376 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -19249986.000000 Penalty: 5917.265137
	Iteration 27Q: 3 clusters Score -1.924999e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148382 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -19250008.000000 Penalty: 5917.265137
	Iteration 28Q: 3 clusters Score -1.925001e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148386 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -19250000.000000 Penalty: 5917.265137
	Iteration 29Q: 3 clusters Score -1.925e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148393 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -19250004.000000 Penalty: 5917.265137
	Iteration 30Q: 3 clusters Score -1.925e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148392 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -19250026.000000 Penalty: 5917.265137
	Iteration 31Q: 3 clusters Score -1.925003e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148391 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -19250018.000000 Penalty: 5917.265137
	Iteration 32Q: 3 clusters Score -1.925002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148392 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -19250020.000000 Penalty: 5917.265137
	Iteration 33Q: 3 clusters Score -1.925002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148391 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -19250020.000000 Penalty: 5917.265137
	Iteration 34Q: 3 clusters Score -1.925002e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148395 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -19250028.000000 Penalty: 5917.265137
	Iteration 35Q: 3 clusters Score -1.925003e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148392 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -19250034.000000 Penalty: 5917.265137
	Iteration 36Q: 3 clusters Score -1.925003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148393 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -19250050.000000 Penalty: 5917.265137
	Iteration 37Q: 3 clusters Score -1.925005e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148390 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -19250058.000000 Penalty: 5917.265137
	Iteration 38Q: 3 clusters Score -1.925006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148390 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -19250046.000000 Penalty: 5917.265137
	Iteration 39Q: 3 clusters Score -1.925005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148391 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -19250040.000000 Penalty: 5917.265137
	Iteration 40F: 3 clusters Score -1.925004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148393 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -19250042.000000 Penalty: 5917.265137
	Iteration 41Q: 3 clusters Score -1.925004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148394 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -19250040.000000 Penalty: 5917.265137
	Iteration 42Q: 3 clusters Score -1.925004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148394 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -19250040.000000 Penalty: 5917.265137
	Iteration 43Q: 3 clusters Score -1.925004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148393 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -19250040.000000 Penalty: 5917.265137
	Iteration 44Q: 3 clusters Score -1.925004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148392 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -19250040.000000 Penalty: 5917.265137
	Iteration 45Q: 3 clusters Score -1.925004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148391 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -19250034.000000 Penalty: 5917.265137
	Iteration 46Q: 3 clusters Score -1.925003e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148391 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -19250034.000000 Penalty: 5917.265137
	Iteration 47F: 3 clusters Score -1.925003e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Entering Unmasked Estep 
Score: -2092474.875000 Penalty: 2414.414551
	Iteration 0F: 2 clusters Score -2092475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2080416.500000 Penalty: 4828.829102
	Iteration 0F: 3 clusters Score -2080416 nChanged 7340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -2084384.500000 Penalty: 4828.829102
	Iteration 1F: 3 clusters Score -2084384 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2085036.000000 Penalty: 4828.829102
	Iteration 2F: 3 clusters Score -2085036 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -2085998.625000 Penalty: 4828.829102
	Iteration 3F: 3 clusters Score -2085999 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -2087384.000000 Penalty: 4828.829102
	Iteration 4F: 3 clusters Score -2087384 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -2088805.875000 Penalty: 4828.829102
	Iteration 5F: 3 clusters Score -2088806 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -2090174.000000 Penalty: 4828.829102
	Iteration 6F: 3 clusters Score -2090174 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -2091117.250000 Penalty: 4828.829102
	Iteration 7F: 3 clusters Score -2091117 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -2091627.375000 Penalty: 4828.829102
	Iteration 8Q: 3 clusters Score -2091627 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2091828.500000 Penalty: 4828.829102
	Iteration 9Q: 3 clusters Score -2091828 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2091906.750000 Penalty: 4828.829102
	Iteration 10Q: 3 clusters Score -2091907 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2091957.875000 Penalty: 4828.829102
	Iteration 11Q: 3 clusters Score -2091958 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2091988.750000 Penalty: 4828.829102
	Iteration 12Q: 3 clusters Score -2091989 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2092000.625000 Penalty: 4828.829102
	Iteration 13Q: 3 clusters Score -2092001 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2092012.875000 Penalty: 4828.829102
	Iteration 14Q: 3 clusters Score -2092013 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2092015.125000 Penalty: 4828.829102
	Iteration 15Q: 3 clusters Score -2092015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2092017.125000 Penalty: 4828.829102
	Iteration 16Q: 3 clusters Score -2092017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2092014.125000 Penalty: 4828.829102
	Iteration 17Q: 3 clusters Score -2092014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2092018.500000 Penalty: 4828.829102
	Iteration 18Q: 3 clusters Score -2092018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2092021.625000 Penalty: 4828.829102
	Iteration 19Q: 3 clusters Score -2092022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2092022.500000 Penalty: 4828.829102
	Iteration 20F: 3 clusters Score -2092022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2092027.875000 Penalty: 4828.829102
	Iteration 21Q: 3 clusters Score -2092028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2092031.000000 Penalty: 4828.829102
	Iteration 22Q: 3 clusters Score -2092031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2092036.250000 Penalty: 4828.829102
	Iteration 23Q: 3 clusters Score -2092036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2092035.125000 Penalty: 4828.829102
	Iteration 24Q: 3 clusters Score -2092035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2092035.500000 Penalty: 4828.829102
	Iteration 25Q: 3 clusters Score -2092036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2092035.625000 Penalty: 4828.829102
	Iteration 26Q: 3 clusters Score -2092036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2092038.875000 Penalty: 4828.829102
	Iteration 27Q: 3 clusters Score -2092039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2092041.000000 Penalty: 4828.829102
	Iteration 28Q: 3 clusters Score -2092041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2092041.125000 Penalty: 4828.829102
	Iteration 29Q: 3 clusters Score -2092041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2092042.875000 Penalty: 4828.829102
	Iteration 30Q: 3 clusters Score -2092043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2092043.125000 Penalty: 4828.829102
	Iteration 31Q: 3 clusters Score -2092043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2092046.000000 Penalty: 4828.829102
	Iteration 32Q: 3 clusters Score -2092046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2092045.375000 Penalty: 4828.829102
	Iteration 33Q: 3 clusters Score -2092045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2092041.000000 Penalty: 4828.829102
	Iteration 34Q: 3 clusters Score -2092041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2092044.500000 Penalty: 4828.829102
	Iteration 35Q: 3 clusters Score -2092044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2092044.375000 Penalty: 4828.829102
	Iteration 36Q: 3 clusters Score -2092044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2092043.750000 Penalty: 4828.829102
	Iteration 37Q: 3 clusters Score -2092044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2092043.750000 Penalty: 4828.829102
	Iteration 38F: 3 clusters Score -2092044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (135212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135212 members 
Entering Unmasked Estep 
Score: -17108130.000000 Penalty: 2930.020508
	Iteration 0F: 2 clusters Score -1.710813e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67880 members 
Mstep: Class 2 contains 67332 members 
Entering Unmasked Estep 
Score: -17018156.000000 Penalty: 5860.041016
	Iteration 0F: 3 clusters Score -1.701816e+07 nChanged 64019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71089 members 
Mstep: Class 2 contains 64123 members 
Entering Unmasked Estep 
Score: -17054554.000000 Penalty: 5860.041016
	Iteration 1F: 3 clusters Score -1.705455e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73126 members 
Mstep: Class 2 contains 62086 members 
Entering Unmasked Estep 
Score: -17055510.000000 Penalty: 5860.041016
	Iteration 2Q: 3 clusters Score -1.705551e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76184 members 
Mstep: Class 2 contains 59028 members 
Entering Unmasked Estep 
Score: -17056790.000000 Penalty: 5860.041016
	Iteration 3Q: 3 clusters Score -1.705679e+07 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80796 members 
Mstep: Class 2 contains 54416 members 
Entering Unmasked Estep 
Score: -17058898.000000 Penalty: 5860.041016
	Iteration 4Q: 3 clusters Score -1.70589e+07 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87696 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -17063006.000000 Penalty: 5860.041016
	Iteration 5F: 3 clusters Score -1.706301e+07 nChanged 9860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97290 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -17069798.000000 Penalty: 5860.041016
	Iteration 6F: 3 clusters Score -1.70698e+07 nChanged 11876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109094 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -17080278.000000 Penalty: 5860.041016
	Iteration 7F: 3 clusters Score -1.708028e+07 nChanged 11481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120555 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -17091788.000000 Penalty: 5860.041016
	Iteration 8F: 3 clusters Score -1.709179e+07 nChanged 7955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128506 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -17099776.000000 Penalty: 5860.041016
	Iteration 9F: 3 clusters Score -1.709978e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132302 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -17103360.000000 Penalty: 5860.041016
	Iteration 10Q: 3 clusters Score -1.710336e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133746 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -17104720.000000 Penalty: 5860.041016
	Iteration 11Q: 3 clusters Score -1.710472e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134291 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -17105218.000000 Penalty: 5860.041016
	Iteration 12Q: 3 clusters Score -1.710522e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134489 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -17105448.000000 Penalty: 5860.041016
	Iteration 13Q: 3 clusters Score -1.710545e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134577 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -17105514.000000 Penalty: 5860.041016
	Iteration 14Q: 3 clusters Score -1.710551e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134629 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -17105560.000000 Penalty: 5860.041016
	Iteration 15Q: 3 clusters Score -1.710556e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134659 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -17105598.000000 Penalty: 5860.041016
	Iteration 16Q: 3 clusters Score -1.71056e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134674 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -17105638.000000 Penalty: 5860.041016
	Iteration 17Q: 3 clusters Score -1.710564e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134682 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -17105640.000000 Penalty: 5860.041016
	Iteration 18Q: 3 clusters Score -1.710564e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134697 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -17105654.000000 Penalty: 5860.041016
	Iteration 19Q: 3 clusters Score -1.710565e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134710 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -17105668.000000 Penalty: 5860.041016
	Iteration 20F: 3 clusters Score -1.710567e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134722 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -17105686.000000 Penalty: 5860.041016
	Iteration 21Q: 3 clusters Score -1.710569e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134732 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -17105692.000000 Penalty: 5860.041016
	Iteration 22Q: 3 clusters Score -1.710569e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134736 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -17105688.000000 Penalty: 5860.041016
	Iteration 23Q: 3 clusters Score -1.710569e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134743 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -17105688.000000 Penalty: 5860.041016
	Iteration 24Q: 3 clusters Score -1.710569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134745 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -17105688.000000 Penalty: 5860.041016
	Iteration 25Q: 3 clusters Score -1.710569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134749 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -17105692.000000 Penalty: 5860.041016
	Iteration 26Q: 3 clusters Score -1.710569e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134745 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -17105688.000000 Penalty: 5860.041016
	Iteration 27Q: 3 clusters Score -1.710569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134743 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -17105690.000000 Penalty: 5860.041016
	Iteration 28Q: 3 clusters Score -1.710569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134744 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -17105692.000000 Penalty: 5860.041016
	Iteration 29Q: 3 clusters Score -1.710569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134743 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -17105682.000000 Penalty: 5860.041016
	Iteration 30Q: 3 clusters Score -1.710568e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134743 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -17105682.000000 Penalty: 5860.041016
	Iteration 31F: 3 clusters Score -1.710568e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (94953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94953 members 
Entering Unmasked Estep 
Score: -12207471.000000 Penalty: 2842.362061
	Iteration 0F: 2 clusters Score -1.220747e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47374 members 
Mstep: Class 2 contains 47579 members 
Entering Unmasked Estep 
Score: -12144127.000000 Penalty: 5684.724121
	Iteration 0F: 3 clusters Score -1.214413e+07 nChanged 45005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Mstep: Class 2 contains 48576 members 
Entering Unmasked Estep 
Score: -12169324.000000 Penalty: 5684.724121
	Iteration 1F: 3 clusters Score -1.216932e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45677 members 
Mstep: Class 2 contains 49276 members 
Entering Unmasked Estep 
Score: -12169914.000000 Penalty: 5684.724121
	Iteration 2Q: 3 clusters Score -1.216991e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44682 members 
Mstep: Class 2 contains 50271 members 
Entering Unmasked Estep 
Score: -12170593.000000 Penalty: 5684.724121
	Iteration 3Q: 3 clusters Score -1.217059e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43229 members 
Mstep: Class 2 contains 51724 members 
Entering Unmasked Estep 
Score: -12171550.000000 Penalty: 5684.724121
	Iteration 4Q: 3 clusters Score -1.217155e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 53894 members 
Entering Unmasked Estep 
Score: -12172662.000000 Penalty: 5684.724121
	Iteration 5Q: 3 clusters Score -1.217266e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37890 members 
Mstep: Class 2 contains 57063 members 
Entering Unmasked Estep 
Score: -12174404.000000 Penalty: 5684.724121
	Iteration 6Q: 3 clusters Score -1.21744e+07 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 61463 members 
Entering Unmasked Estep 
Score: -12177399.000000 Penalty: 5684.724121
	Iteration 7F: 3 clusters Score -1.21774e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 67239 members 
Entering Unmasked Estep 
Score: -12182429.000000 Penalty: 5684.724121
	Iteration 8F: 3 clusters Score -1.218243e+07 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 73525 members 
Entering Unmasked Estep 
Score: -12188740.000000 Penalty: 5684.724121
	Iteration 9F: 3 clusters Score -1.218874e+07 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 78614 members 
Entering Unmasked Estep 
Score: -12194774.000000 Penalty: 5684.724121
	Iteration 10F: 3 clusters Score -1.219477e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 81630 members 
Entering Unmasked Estep 
Score: -12199377.000000 Penalty: 5684.724121
	Iteration 11Q: 3 clusters Score -1.219938e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 83116 members 
Entering Unmasked Estep 
Score: -12202167.000000 Penalty: 5684.724121
	Iteration 12Q: 3 clusters Score -1.220217e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 83927 members 
Entering Unmasked Estep 
Score: -12203550.000000 Penalty: 5684.724121
	Iteration 13Q: 3 clusters Score -1.220355e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 84456 members 
Entering Unmasked Estep 
Score: -12204204.000000 Penalty: 5684.724121
	Iteration 14Q: 3 clusters Score -1.22042e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 84873 members 
Entering Unmasked Estep 
Score: -12204531.000000 Penalty: 5684.724121
	Iteration 15Q: 3 clusters Score -1.220453e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 85250 members 
Entering Unmasked Estep 
Score: -12204679.000000 Penalty: 5684.724121
	Iteration 16Q: 3 clusters Score -1.220468e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 85520 members 
Entering Unmasked Estep 
Score: -12204809.000000 Penalty: 5684.724121
	Iteration 17Q: 3 clusters Score -1.220481e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 85756 members 
Entering Unmasked Estep 
Score: -12204879.000000 Penalty: 5684.724121
	Iteration 18Q: 3 clusters Score -1.220488e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 85981 members 
Entering Unmasked Estep 
Score: -12204925.000000 Penalty: 5684.724121
	Iteration 19Q: 3 clusters Score -1.220492e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 86179 members 
Entering Unmasked Estep 
Score: -12204982.000000 Penalty: 5684.724121
	Iteration 20F: 3 clusters Score -1.220498e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 86335 members 
Entering Unmasked Estep 
Score: -12204999.000000 Penalty: 5684.724121
	Iteration 21Q: 3 clusters Score -1.2205e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 86486 members 
Entering Unmasked Estep 
Score: -12205027.000000 Penalty: 5684.724121
	Iteration 22Q: 3 clusters Score -1.220503e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 86616 members 
Entering Unmasked Estep 
Score: -12205039.000000 Penalty: 5684.724121
	Iteration 23Q: 3 clusters Score -1.220504e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 86751 members 
Entering Unmasked Estep 
Score: -12205027.000000 Penalty: 5684.724121
	Iteration 24Q: 3 clusters Score -1.220503e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 86866 members 
Entering Unmasked Estep 
Score: -12205059.000000 Penalty: 5684.724121
	Iteration 25Q: 3 clusters Score -1.220506e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 86965 members 
Entering Unmasked Estep 
Score: -12205061.000000 Penalty: 5684.724121
	Iteration 26Q: 3 clusters Score -1.220506e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 87044 members 
Entering Unmasked Estep 
Score: -12205067.000000 Penalty: 5684.724121
	Iteration 27Q: 3 clusters Score -1.220507e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 87119 members 
Entering Unmasked Estep 
Score: -12205097.000000 Penalty: 5684.724121
	Iteration 28Q: 3 clusters Score -1.22051e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 87208 members 
Entering Unmasked Estep 
Score: -12205114.000000 Penalty: 5684.724121
	Iteration 29Q: 3 clusters Score -1.220511e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 87272 members 
Entering Unmasked Estep 
Score: -12205127.000000 Penalty: 5684.724121
	Iteration 30Q: 3 clusters Score -1.220513e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 87328 members 
Entering Unmasked Estep 
Score: -12205108.000000 Penalty: 5684.724121
	Iteration 31Q: 3 clusters Score -1.220511e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 87387 members 
Entering Unmasked Estep 
Score: -12205147.000000 Penalty: 5684.724121
	Iteration 32Q: 3 clusters Score -1.220515e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 87434 members 
Entering Unmasked Estep 
Score: -12205134.000000 Penalty: 5684.724121
	Iteration 33Q: 3 clusters Score -1.220513e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 87481 members 
Entering Unmasked Estep 
Score: -12205152.000000 Penalty: 5684.724121
	Iteration 34Q: 3 clusters Score -1.220515e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 87515 members 
Entering Unmasked Estep 
Score: -12205170.000000 Penalty: 5684.724121
	Iteration 35Q: 3 clusters Score -1.220517e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 87552 members 
Entering Unmasked Estep 
Score: -12205154.000000 Penalty: 5684.724121
	Iteration 36Q: 3 clusters Score -1.220515e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 87590 members 
Entering Unmasked Estep 
Score: -12205158.000000 Penalty: 5684.724121
	Iteration 37Q: 3 clusters Score -1.220516e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 87625 members 
Entering Unmasked Estep 
Score: -12205189.000000 Penalty: 5684.724121
	Iteration 38Q: 3 clusters Score -1.220519e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 87664 members 
Entering Unmasked Estep 
Score: -12205178.000000 Penalty: 5684.724121
	Iteration 39Q: 3 clusters Score -1.220518e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 87709 members 
Entering Unmasked Estep 
Score: -12205159.000000 Penalty: 5684.724121
	Iteration 40F: 3 clusters Score -1.220516e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 87744 members 
Entering Unmasked Estep 
Score: -12205168.000000 Penalty: 5684.724121
	Iteration 41Q: 3 clusters Score -1.220517e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 87784 members 
Entering Unmasked Estep 
Score: -12205186.000000 Penalty: 5684.724121
	Iteration 42Q: 3 clusters Score -1.220519e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 87820 members 
Entering Unmasked Estep 
Score: -12205176.000000 Penalty: 5684.724121
	Iteration 43Q: 3 clusters Score -1.220518e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 87853 members 
Entering Unmasked Estep 
Score: -12205166.000000 Penalty: 5684.724121
	Iteration 44Q: 3 clusters Score -1.220517e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 87885 members 
Entering Unmasked Estep 
Score: -12205178.000000 Penalty: 5684.724121
	Iteration 45Q: 3 clusters Score -1.220518e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 87925 members 
Entering Unmasked Estep 
Score: -12205187.000000 Penalty: 5684.724121
	Iteration 46Q: 3 clusters Score -1.220519e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 87954 members 
Entering Unmasked Estep 
Score: -12205191.000000 Penalty: 5684.724121
	Iteration 47Q: 3 clusters Score -1.220519e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 87978 members 
Entering Unmasked Estep 
Score: -12205186.000000 Penalty: 5684.724121
	Iteration 48Q: 3 clusters Score -1.220519e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 87990 members 
Entering Unmasked Estep 
Score: -12205194.000000 Penalty: 5684.724121
	Iteration 49Q: 3 clusters Score -1.220519e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 87998 members 
Entering Unmasked Estep 
Score: -12205185.000000 Penalty: 5684.724121
	Iteration 50Q: 3 clusters Score -1.220518e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 88010 members 
Entering Unmasked Estep 
Score: -12205183.000000 Penalty: 5684.724121
	Iteration 51Q: 3 clusters Score -1.220518e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 88020 members 
Entering Unmasked Estep 
Score: -12205190.000000 Penalty: 5684.724121
	Iteration 52Q: 3 clusters Score -1.220519e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 88030 members 
Entering Unmasked Estep 
Score: -12205185.000000 Penalty: 5684.724121
	Iteration 53Q: 3 clusters Score -1.220518e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 88045 members 
Entering Unmasked Estep 
Score: -12205178.000000 Penalty: 5684.724121
	Iteration 54Q: 3 clusters Score -1.220518e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 88059 members 
Entering Unmasked Estep 
Score: -12205166.000000 Penalty: 5684.724121
	Iteration 55Q: 3 clusters Score -1.220517e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 88075 members 
Entering Unmasked Estep 
Score: -12205183.000000 Penalty: 5684.724121
	Iteration 56Q: 3 clusters Score -1.220518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 88081 members 
Entering Unmasked Estep 
Score: -12205185.000000 Penalty: 5684.724121
	Iteration 57Q: 3 clusters Score -1.220518e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 88089 members 
Entering Unmasked Estep 
Score: -12205182.000000 Penalty: 5684.724121
	Iteration 58Q: 3 clusters Score -1.220518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 88094 members 
Entering Unmasked Estep 
Score: -12205186.000000 Penalty: 5684.724121
	Iteration 59Q: 3 clusters Score -1.220519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 88096 members 
Entering Unmasked Estep 
Score: -12205180.000000 Penalty: 5684.724121
	Iteration 60F: 3 clusters Score -1.220518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 88098 members 
Entering Unmasked Estep 
Score: -12205179.000000 Penalty: 5684.724121
	Iteration 61Q: 3 clusters Score -1.220518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 88099 members 
Entering Unmasked Estep 
Score: -12205171.000000 Penalty: 5684.724121
	Iteration 62Q: 3 clusters Score -1.220517e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 88099 members 
Entering Unmasked Estep 
Score: -12205171.000000 Penalty: 5684.724121
	Iteration 63F: 3 clusters Score -1.220517e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Entering Unmasked Estep 
Score: -688421.062500 Penalty: 2131.396240
	Iteration 0F: 2 clusters Score -688421.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -683667.562500 Penalty: 4262.792480
	Iteration 0F: 3 clusters Score -683667.6 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -684749.562500 Penalty: 4262.792480
	Iteration 1F: 3 clusters Score -684749.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -684990.437500 Penalty: 4262.792480
	Iteration 2F: 3 clusters Score -684990.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -685134.312500 Penalty: 4262.792480
	Iteration 3F: 3 clusters Score -685134.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -685229.500000 Penalty: 4262.792480
	Iteration 4Q: 3 clusters Score -685229.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -685304.125000 Penalty: 4262.792480
	Iteration 5Q: 3 clusters Score -685304.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -685371.625000 Penalty: 4262.792480
	Iteration 6Q: 3 clusters Score -685371.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -685434.062500 Penalty: 4262.792480
	Iteration 7Q: 3 clusters Score -685434.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -685476.875000 Penalty: 4262.792480
	Iteration 8Q: 3 clusters Score -685476.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -685506.125000 Penalty: 4262.792480
	Iteration 9Q: 3 clusters Score -685506.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -685539.625000 Penalty: 4262.792480
	Iteration 10Q: 3 clusters Score -685539.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -685570.687500 Penalty: 4262.792480
	Iteration 11Q: 3 clusters Score -685570.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -685609.937500 Penalty: 4262.792480
	Iteration 12Q: 3 clusters Score -685609.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -685648.250000 Penalty: 4262.792480
	Iteration 13Q: 3 clusters Score -685648.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -685676.750000 Penalty: 4262.792480
	Iteration 14Q: 3 clusters Score -685676.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -685707.750000 Penalty: 4262.792480
	Iteration 15Q: 3 clusters Score -685707.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -685732.250000 Penalty: 4262.792480
	Iteration 16Q: 3 clusters Score -685732.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -685753.875000 Penalty: 4262.792480
	Iteration 17Q: 3 clusters Score -685753.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -685776.625000 Penalty: 4262.792480
	Iteration 18Q: 3 clusters Score -685776.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -685801.375000 Penalty: 4262.792480
	Iteration 19Q: 3 clusters Score -685801.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -685826.000000 Penalty: 4262.792480
	Iteration 20F: 3 clusters Score -685826 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -685846.750000 Penalty: 4262.792480
	Iteration 21Q: 3 clusters Score -685846.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -685862.687500 Penalty: 4262.792480
	Iteration 22Q: 3 clusters Score -685862.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -685888.812500 Penalty: 4262.792480
	Iteration 23Q: 3 clusters Score -685888.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -685916.250000 Penalty: 4262.792480
	Iteration 24Q: 3 clusters Score -685916.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -685954.250000 Penalty: 4262.792480
	Iteration 25Q: 3 clusters Score -685954.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -685999.812500 Penalty: 4262.792480
	Iteration 26Q: 3 clusters Score -685999.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -686065.562500 Penalty: 4262.792480
	Iteration 27Q: 3 clusters Score -686065.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -686136.750000 Penalty: 4262.792480
	Iteration 28Q: 3 clusters Score -686136.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -686204.312500 Penalty: 4262.792480
	Iteration 29Q: 3 clusters Score -686204.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -686270.125000 Penalty: 4262.792480
	Iteration 30Q: 3 clusters Score -686270.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -686330.500000 Penalty: 4262.792480
	Iteration 31Q: 3 clusters Score -686330.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -686368.437500 Penalty: 4262.792480
	Iteration 32Q: 3 clusters Score -686368.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -686400.937500 Penalty: 4262.792480
	Iteration 33Q: 3 clusters Score -686400.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -686436.250000 Penalty: 4262.792480
	Iteration 34Q: 3 clusters Score -686436.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -686469.312500 Penalty: 4262.792480
	Iteration 35Q: 3 clusters Score -686469.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -686489.062500 Penalty: 4262.792480
	Iteration 36Q: 3 clusters Score -686489.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -686506.437500 Penalty: 4262.792480
	Iteration 37Q: 3 clusters Score -686506.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -686521.187500 Penalty: 4262.792480
	Iteration 38Q: 3 clusters Score -686521.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -686533.062500 Penalty: 4262.792480
	Iteration 39Q: 3 clusters Score -686533.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -686537.875000 Penalty: 4262.792480
	Iteration 40F: 3 clusters Score -686537.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -686549.562500 Penalty: 4262.792480
	Iteration 41Q: 3 clusters Score -686549.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -686559.062500 Penalty: 4262.792480
	Iteration 42Q: 3 clusters Score -686559.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -686564.187500 Penalty: 4262.792480
	Iteration 43Q: 3 clusters Score -686564.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -686566.812500 Penalty: 4262.792480
	Iteration 44Q: 3 clusters Score -686566.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -686568.500000 Penalty: 4262.792480
	Iteration 45Q: 3 clusters Score -686568.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -686568.437500 Penalty: 4262.792480
	Iteration 46Q: 3 clusters Score -686568.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -686570.312500 Penalty: 4262.792480
	Iteration 47Q: 3 clusters Score -686570.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -686570.625000 Penalty: 4262.792480
	Iteration 48Q: 3 clusters Score -686570.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -686574.562500 Penalty: 4262.792480
	Iteration 49Q: 3 clusters Score -686574.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -686574.500000 Penalty: 4262.792480
	Iteration 50Q: 3 clusters Score -686574.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -686577.750000 Penalty: 4262.792480
	Iteration 51Q: 3 clusters Score -686577.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -686578.937500 Penalty: 4262.792480
	Iteration 52Q: 3 clusters Score -686578.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -686578.937500 Penalty: 4262.792480
	Iteration 53F: 3 clusters Score -686578.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Entering Unmasked Estep 
Score: -651318.875000 Penalty: 2113.944824
	Iteration 0F: 2 clusters Score -651318.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -646773.750000 Penalty: 4227.889648
	Iteration 0F: 3 clusters Score -646773.8 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -647847.000000 Penalty: 4227.889648
	Iteration 1F: 3 clusters Score -647847 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -648058.625000 Penalty: 4227.889648
	Iteration 2F: 3 clusters Score -648058.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -648203.687500 Penalty: 4227.889648
	Iteration 3F: 3 clusters Score -648203.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -648307.875000 Penalty: 4227.889648
	Iteration 4Q: 3 clusters Score -648307.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -648374.000000 Penalty: 4227.889648
	Iteration 5Q: 3 clusters Score -648374 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -648417.625000 Penalty: 4227.889648
	Iteration 6Q: 3 clusters Score -648417.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -648450.937500 Penalty: 4227.889648
	Iteration 7Q: 3 clusters Score -648450.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -648474.000000 Penalty: 4227.889648
	Iteration 8Q: 3 clusters Score -648474 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -648503.937500 Penalty: 4227.889648
	Iteration 9Q: 3 clusters Score -648503.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -648526.625000 Penalty: 4227.889648
	Iteration 10Q: 3 clusters Score -648526.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -648542.750000 Penalty: 4227.889648
	Iteration 11Q: 3 clusters Score -648542.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -648556.312500 Penalty: 4227.889648
	Iteration 12Q: 3 clusters Score -648556.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -648566.312500 Penalty: 4227.889648
	Iteration 13Q: 3 clusters Score -648566.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -648580.812500 Penalty: 4227.889648
	Iteration 14Q: 3 clusters Score -648580.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -648593.812500 Penalty: 4227.889648
	Iteration 15Q: 3 clusters Score -648593.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -648606.187500 Penalty: 4227.889648
	Iteration 16Q: 3 clusters Score -648606.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -648617.500000 Penalty: 4227.889648
	Iteration 17Q: 3 clusters Score -648617.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -648629.312500 Penalty: 4227.889648
	Iteration 18Q: 3 clusters Score -648629.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -648637.750000 Penalty: 4227.889648
	Iteration 19Q: 3 clusters Score -648637.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -648644.000000 Penalty: 4227.889648
	Iteration 20F: 3 clusters Score -648644 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -648652.312500 Penalty: 4227.889648
	Iteration 21Q: 3 clusters Score -648652.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -648664.687500 Penalty: 4227.889648
	Iteration 22Q: 3 clusters Score -648664.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -648674.687500 Penalty: 4227.889648
	Iteration 23Q: 3 clusters Score -648674.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -648681.750000 Penalty: 4227.889648
	Iteration 24Q: 3 clusters Score -648681.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -648691.187500 Penalty: 4227.889648
	Iteration 25Q: 3 clusters Score -648691.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -648700.375000 Penalty: 4227.889648
	Iteration 26Q: 3 clusters Score -648700.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -648710.625000 Penalty: 4227.889648
	Iteration 27Q: 3 clusters Score -648710.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -648725.875000 Penalty: 4227.889648
	Iteration 28Q: 3 clusters Score -648725.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -648737.750000 Penalty: 4227.889648
	Iteration 29Q: 3 clusters Score -648737.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -648749.000000 Penalty: 4227.889648
	Iteration 30Q: 3 clusters Score -648749 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -648759.875000 Penalty: 4227.889648
	Iteration 31Q: 3 clusters Score -648759.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -648773.250000 Penalty: 4227.889648
	Iteration 32Q: 3 clusters Score -648773.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -648784.187500 Penalty: 4227.889648
	Iteration 33Q: 3 clusters Score -648784.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -648800.375000 Penalty: 4227.889648
	Iteration 34Q: 3 clusters Score -648800.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -648815.625000 Penalty: 4227.889648
	Iteration 35Q: 3 clusters Score -648815.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -648834.875000 Penalty: 4227.889648
	Iteration 36Q: 3 clusters Score -648834.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -648857.187500 Penalty: 4227.889648
	Iteration 37Q: 3 clusters Score -648857.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -648883.937500 Penalty: 4227.889648
	Iteration 38Q: 3 clusters Score -648883.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -648906.937500 Penalty: 4227.889648
	Iteration 39Q: 3 clusters Score -648906.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -648928.625000 Penalty: 4227.889648
	Iteration 40F: 3 clusters Score -648928.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -648957.187500 Penalty: 4227.889648
	Iteration 41Q: 3 clusters Score -648957.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -648989.125000 Penalty: 4227.889648
	Iteration 42Q: 3 clusters Score -648989.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -649025.062500 Penalty: 4227.889648
	Iteration 43Q: 3 clusters Score -649025.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -649061.312500 Penalty: 4227.889648
	Iteration 44Q: 3 clusters Score -649061.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -649104.937500 Penalty: 4227.889648
	Iteration 45Q: 3 clusters Score -649104.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -649144.500000 Penalty: 4227.889648
	Iteration 46Q: 3 clusters Score -649144.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -649187.562500 Penalty: 4227.889648
	Iteration 47Q: 3 clusters Score -649187.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -649228.687500 Penalty: 4227.889648
	Iteration 48Q: 3 clusters Score -649228.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -649262.062500 Penalty: 4227.889648
	Iteration 49Q: 3 clusters Score -649262.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -649291.375000 Penalty: 4227.889648
	Iteration 50Q: 3 clusters Score -649291.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -649321.125000 Penalty: 4227.889648
	Iteration 51Q: 3 clusters Score -649321.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -649339.500000 Penalty: 4227.889648
	Iteration 52Q: 3 clusters Score -649339.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -649358.625000 Penalty: 4227.889648
	Iteration 53Q: 3 clusters Score -649358.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -649370.750000 Penalty: 4227.889648
	Iteration 54Q: 3 clusters Score -649370.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -649384.500000 Penalty: 4227.889648
	Iteration 55Q: 3 clusters Score -649384.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -649400.750000 Penalty: 4227.889648
	Iteration 56Q: 3 clusters Score -649400.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -649413.437500 Penalty: 4227.889648
	Iteration 57Q: 3 clusters Score -649413.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -649423.125000 Penalty: 4227.889648
	Iteration 58Q: 3 clusters Score -649423.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -649433.437500 Penalty: 4227.889648
	Iteration 59Q: 3 clusters Score -649433.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -649438.500000 Penalty: 4227.889648
	Iteration 60F: 3 clusters Score -649438.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -649444.812500 Penalty: 4227.889648
	Iteration 61Q: 3 clusters Score -649444.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -649447.750000 Penalty: 4227.889648
	Iteration 62Q: 3 clusters Score -649447.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -649450.812500 Penalty: 4227.889648
	Iteration 63Q: 3 clusters Score -649450.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -649453.375000 Penalty: 4227.889648
	Iteration 64Q: 3 clusters Score -649453.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -649453.375000 Penalty: 4227.889648
	Iteration 65F: 3 clusters Score -649453.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Entering Unmasked Estep 
Score: -134737.296875 Penalty: 1731.979858
	Iteration 0F: 2 clusters Score -134737.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -132752.578125 Penalty: 3463.959717
	Iteration 0F: 3 clusters Score -132752.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -133047.015625 Penalty: 3463.959717
	Iteration 1F: 3 clusters Score -133047 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -133118.093750 Penalty: 3463.959717
	Iteration 2F: 3 clusters Score -133118.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -133167.984375 Penalty: 3463.959717
	Iteration 3Q: 3 clusters Score -133168 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -133207.046875 Penalty: 3463.959717
	Iteration 4Q: 3 clusters Score -133207 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -133238.328125 Penalty: 3463.959717
	Iteration 5Q: 3 clusters Score -133238.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -133257.843750 Penalty: 3463.959717
	Iteration 6Q: 3 clusters Score -133257.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -133267.140625 Penalty: 3463.959717
	Iteration 7Q: 3 clusters Score -133267.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -133275.906250 Penalty: 3463.959717
	Iteration 8Q: 3 clusters Score -133275.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -133282.921875 Penalty: 3463.959717
	Iteration 9Q: 3 clusters Score -133282.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -133294.546875 Penalty: 3463.959717
	Iteration 10Q: 3 clusters Score -133294.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -133319.765625 Penalty: 3463.959717
	Iteration 11Q: 3 clusters Score -133319.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -133355.156250 Penalty: 3463.959717
	Iteration 12Q: 3 clusters Score -133355.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -133404.406250 Penalty: 3463.959717
	Iteration 13Q: 3 clusters Score -133404.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -133478.609375 Penalty: 3463.959717
	Iteration 14Q: 3 clusters Score -133478.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -133591.359375 Penalty: 3463.959717
	Iteration 15Q: 3 clusters Score -133591.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -133654.593750 Penalty: 3463.959717
	Iteration 16Q: 3 clusters Score -133654.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -133747.187500 Penalty: 3463.959717
	Iteration 17Q: 3 clusters Score -133747.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -133810.250000 Penalty: 3463.959717
	Iteration 18Q: 3 clusters Score -133810.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -133881.593750 Penalty: 3463.959717
	Iteration 19Q: 3 clusters Score -133881.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -133940.406250 Penalty: 3463.959717
	Iteration 20F: 3 clusters Score -133940.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -133972.140625 Penalty: 3463.959717
	Iteration 21Q: 3 clusters Score -133972.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -133995.234375 Penalty: 3463.959717
	Iteration 22Q: 3 clusters Score -133995.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -134016.312500 Penalty: 3463.959717
	Iteration 23Q: 3 clusters Score -134016.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -134035.609375 Penalty: 3463.959717
	Iteration 24Q: 3 clusters Score -134035.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -134055.156250 Penalty: 3463.959717
	Iteration 25Q: 3 clusters Score -134055.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -134067.812500 Penalty: 3463.959717
	Iteration 26Q: 3 clusters Score -134067.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -134076.281250 Penalty: 3463.959717
	Iteration 27Q: 3 clusters Score -134076.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -134079.796875 Penalty: 3463.959717
	Iteration 28Q: 3 clusters Score -134079.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -134083.015625 Penalty: 3463.959717
	Iteration 29Q: 3 clusters Score -134083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -134084.000000 Penalty: 3463.959717
	Iteration 30Q: 3 clusters Score -134084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -134086.453125 Penalty: 3463.959717
	Iteration 31Q: 3 clusters Score -134086.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -134088.437500 Penalty: 3463.959717
	Iteration 32Q: 3 clusters Score -134088.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -134088.437500 Penalty: 3463.959717
	Iteration 33F: 3 clusters Score -134088.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Entering Unmasked Estep 
Score: -228206.062500 Penalty: 1863.264526
	Iteration 0F: 2 clusters Score -228206.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -225721.015625 Penalty: 3726.529053
	Iteration 0F: 3 clusters Score -225721 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -226180.343750 Penalty: 3726.529053
	Iteration 1F: 3 clusters Score -226180.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -226310.765625 Penalty: 3726.529053
	Iteration 2F: 3 clusters Score -226310.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -226400.187500 Penalty: 3726.529053
	Iteration 3Q: 3 clusters Score -226400.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -226454.718750 Penalty: 3726.529053
	Iteration 4Q: 3 clusters Score -226454.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -226482.937500 Penalty: 3726.529053
	Iteration 5Q: 3 clusters Score -226482.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -226507.500000 Penalty: 3726.529053
	Iteration 6Q: 3 clusters Score -226507.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -226526.218750 Penalty: 3726.529053
	Iteration 7Q: 3 clusters Score -226526.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -226539.093750 Penalty: 3726.529053
	Iteration 8Q: 3 clusters Score -226539.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -226549.953125 Penalty: 3726.529053
	Iteration 9Q: 3 clusters Score -226550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -226556.625000 Penalty: 3726.529053
	Iteration 10Q: 3 clusters Score -226556.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -226562.015625 Penalty: 3726.529053
	Iteration 11Q: 3 clusters Score -226562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -226568.765625 Penalty: 3726.529053
	Iteration 12Q: 3 clusters Score -226568.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -226573.875000 Penalty: 3726.529053
	Iteration 13Q: 3 clusters Score -226573.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -226586.296875 Penalty: 3726.529053
	Iteration 14Q: 3 clusters Score -226586.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -226603.296875 Penalty: 3726.529053
	Iteration 15Q: 3 clusters Score -226603.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -226621.515625 Penalty: 3726.529053
	Iteration 16Q: 3 clusters Score -226621.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -226653.218750 Penalty: 3726.529053
	Iteration 17Q: 3 clusters Score -226653.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -226703.546875 Penalty: 3726.529053
	Iteration 18Q: 3 clusters Score -226703.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -226775.890625 Penalty: 3726.529053
	Iteration 19Q: 3 clusters Score -226775.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -226873.453125 Penalty: 3726.529053
	Iteration 20F: 3 clusters Score -226873.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -227018.703125 Penalty: 3726.529053
	Iteration 21Q: 3 clusters Score -227018.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -227109.187500 Penalty: 3726.529053
	Iteration 22Q: 3 clusters Score -227109.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -227237.796875 Penalty: 3726.529053
	Iteration 23Q: 3 clusters Score -227237.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -227352.343750 Penalty: 3726.529053
	Iteration 24Q: 3 clusters Score -227352.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -227475.187500 Penalty: 3726.529053
	Iteration 25Q: 3 clusters Score -227475.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -227590.781250 Penalty: 3726.529053
	Iteration 26Q: 3 clusters Score -227590.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -227694.625000 Penalty: 3726.529053
	Iteration 27Q: 3 clusters Score -227694.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -227794.640625 Penalty: 3726.529053
	Iteration 28Q: 3 clusters Score -227794.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -227836.328125 Penalty: 3726.529053
	Iteration 29Q: 3 clusters Score -227836.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -227862.203125 Penalty: 3726.529053
	Iteration 30Q: 3 clusters Score -227862.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -227880.828125 Penalty: 3726.529053
	Iteration 31Q: 3 clusters Score -227880.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -227889.484375 Penalty: 3726.529053
	Iteration 32Q: 3 clusters Score -227889.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -227895.984375 Penalty: 3726.529053
	Iteration 33Q: 3 clusters Score -227896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -227900.781250 Penalty: 3726.529053
	Iteration 34Q: 3 clusters Score -227900.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -227903.671875 Penalty: 3726.529053
	Iteration 35Q: 3 clusters Score -227903.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -227904.781250 Penalty: 3726.529053
	Iteration 36Q: 3 clusters Score -227904.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -227905.984375 Penalty: 3726.529053
	Iteration 37Q: 3 clusters Score -227906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -227907.125000 Penalty: 3726.529053
	Iteration 38Q: 3 clusters Score -227907.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -227913.468750 Penalty: 3726.529053
	Iteration 39F: 3 clusters Score -227913.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -227933.187500 Penalty: 3726.529053
	Iteration 40F: 3 clusters Score -227933.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -227945.203125 Penalty: 3726.529053
	Iteration 41Q: 3 clusters Score -227945.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -227946.703125 Penalty: 3726.529053
	Iteration 42Q: 3 clusters Score -227946.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -227948.640625 Penalty: 3726.529053
	Iteration 43Q: 3 clusters Score -227948.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -227949.453125 Penalty: 3726.529053
	Iteration 44Q: 3 clusters Score -227949.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -227949.453125 Penalty: 3726.529053
	Iteration 45F: 3 clusters Score -227949.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -102643.890625 Penalty: 1699.879883
	Iteration 0F: 2 clusters Score -102643.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -100866.539062 Penalty: 3399.759766
	Iteration 0F: 3 clusters Score -100866.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -101295.476562 Penalty: 3399.759766
	Iteration 1F: 3 clusters Score -101295.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -101553.859375 Penalty: 3399.759766
	Iteration 2F: 3 clusters Score -101553.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -101761.914062 Penalty: 3399.759766
	Iteration 3F: 3 clusters Score -101761.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -101897.500000 Penalty: 3399.759766
	Iteration 4F: 3 clusters Score -101897.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -101963.632812 Penalty: 3399.759766
	Iteration 5Q: 3 clusters Score -101963.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -102082.210938 Penalty: 3399.759766
	Iteration 6Q: 3 clusters Score -102082.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -102262.109375 Penalty: 3399.759766
	Iteration 7Q: 3 clusters Score -102262.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -102468.585938 Penalty: 3399.759766
	Iteration 8Q: 3 clusters Score -102468.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -102825.125000 Penalty: 3399.759766
	Iteration 9Q: 3 clusters Score -102825.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -102988.250000 Penalty: 3399.759766
	Iteration 10F: 3 clusters Score -102988.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -103123.875000 Penalty: 3399.759766
	Iteration 11Q: 3 clusters Score -103123.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -103248.429688 Penalty: 3399.759766
	Iteration 12Q: 3 clusters Score -103248.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -103310.656250 Penalty: 3399.759766
	Iteration 13Q: 3 clusters Score -103310.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -103355.054688 Penalty: 3399.759766
	Iteration 14Q: 3 clusters Score -103355.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -103404.242188 Penalty: 3399.759766
	Iteration 15Q: 3 clusters Score -103404.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -103447.328125 Penalty: 3399.759766
	Iteration 16Q: 3 clusters Score -103447.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -103473.750000 Penalty: 3399.759766
	Iteration 17Q: 3 clusters Score -103473.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -103522.539062 Penalty: 3399.759766
	Iteration 18Q: 3 clusters Score -103522.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -103545.750000 Penalty: 3399.759766
	Iteration 19Q: 3 clusters Score -103545.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -103559.992188 Penalty: 3399.759766
	Iteration 20F: 3 clusters Score -103560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -103571.804688 Penalty: 3399.759766
	Iteration 21Q: 3 clusters Score -103571.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -103588.687500 Penalty: 3399.759766
	Iteration 22Q: 3 clusters Score -103588.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -103593.703125 Penalty: 3399.759766
	Iteration 23Q: 3 clusters Score -103593.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -103594.679688 Penalty: 3399.759766
	Iteration 24Q: 3 clusters Score -103594.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -103596.414062 Penalty: 3399.759766
	Iteration 25Q: 3 clusters Score -103596.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -103602.851562 Penalty: 3399.759766
	Iteration 26Q: 3 clusters Score -103602.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -103605.546875 Penalty: 3399.759766
	Iteration 27Q: 3 clusters Score -103605.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -103610.460938 Penalty: 3399.759766
	Iteration 28Q: 3 clusters Score -103610.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -103613.421875 Penalty: 3399.759766
	Iteration 29Q: 3 clusters Score -103613.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -103617.515625 Penalty: 3399.759766
	Iteration 30Q: 3 clusters Score -103617.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -103622.242188 Penalty: 3399.759766
	Iteration 31Q: 3 clusters Score -103622.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -103625.164062 Penalty: 3399.759766
	Iteration 32Q: 3 clusters Score -103625.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -103626.484375 Penalty: 3399.759766
	Iteration 33Q: 3 clusters Score -103626.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -103626.484375 Penalty: 3399.759766
	Iteration 34F: 3 clusters Score -103626.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 7070 members 
Mstep: Class 3 contains 4196 members 
Mstep: Class 4 contains 4222 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 9538 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 151747 members 
Mstep: Class 11 contains 16908 members 
Mstep: Class 12 contains 135212 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 16 contains 94953 members 
Mstep: Class 17 contains 5401 members 
Mstep: Class 18 contains 5034 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 325 members 
Entering Unmasked Estep 
Score: -57701240.000000 Penalty: 61452.480469
Splitting cluster 22 changes total score from -57701816.000000 to -57701240.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 7070 members 
Mstep: Class 3 contains 4196 members 
Mstep: Class 4 contains 4222 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 9538 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 151747 members 
Mstep: Class 11 contains 16908 members 
Mstep: Class 12 contains 135212 members 
Mstep: Class 16 contains 94953 members 
Mstep: Class 17 contains 5401 members 
Mstep: Class 18 contains 5034 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57701816.000000 Penalty: 58218.136719
Iteration 79Q: 19 clusters Score -5.770182e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 7259 members 
Mstep: Class 3 contains 4203 members 
Mstep: Class 4 contains 4227 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 9436 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 151903 members 
Mstep: Class 11 contains 16912 members 
Mstep: Class 12 contains 134963 members 
Mstep: Class 16 contains 94966 members 
Mstep: Class 17 contains 5402 members 
Mstep: Class 18 contains 5028 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57701888.000000 Penalty: 58218.136719
Iteration 80F: 19 clusters Score -5.770189e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 7482 members 
Mstep: Class 3 contains 4211 members 
Mstep: Class 4 contains 4230 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 9341 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 152027 members 
Mstep: Class 11 contains 16918 members 
Mstep: Class 12 contains 134710 members 
Mstep: Class 16 contains 94985 members 
Mstep: Class 17 contains 5397 members 
Mstep: Class 18 contains 5022 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57702048.000000 Penalty: 58218.136719
Iteration 81Q: 19 clusters Score -5.770205e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 7710 members 
Mstep: Class 3 contains 4218 members 
Mstep: Class 4 contains 4240 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 9271 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 152138 members 
Mstep: Class 11 contains 16924 members 
Mstep: Class 12 contains 134433 members 
Mstep: Class 16 contains 94987 members 
Mstep: Class 17 contains 5394 members 
Mstep: Class 18 contains 5021 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57701968.000000 Penalty: 58218.136719
Iteration 82Q: 19 clusters Score -5.770197e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 7964 members 
Mstep: Class 3 contains 4229 members 
Mstep: Class 4 contains 4250 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 9209 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 152185 members 
Mstep: Class 11 contains 16926 members 
Mstep: Class 12 contains 134162 members 
Mstep: Class 16 contains 94999 members 
Mstep: Class 17 contains 5400 members 
Mstep: Class 18 contains 5016 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57702048.000000 Penalty: 58218.136719
Iteration 83Q: 19 clusters Score -5.770205e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 8223 members 
Mstep: Class 3 contains 4245 members 
Mstep: Class 4 contains 4258 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 9171 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 152228 members 
Mstep: Class 11 contains 16925 members 
Mstep: Class 12 contains 133866 members 
Mstep: Class 16 contains 95007 members 
Mstep: Class 17 contains 5410 members 
Mstep: Class 18 contains 5010 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57702184.000000 Penalty: 58218.136719
Iteration 84Q: 19 clusters Score -5.770218e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 8471 members 
Mstep: Class 3 contains 4253 members 
Mstep: Class 4 contains 4266 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 9144 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 152263 members 
Mstep: Class 11 contains 16925 members 
Mstep: Class 12 contains 133576 members 
Mstep: Class 16 contains 95020 members 
Mstep: Class 17 contains 5422 members 
Mstep: Class 18 contains 5008 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57702352.000000 Penalty: 58218.136719
Iteration 85Q: 19 clusters Score -5.770235e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 8725 members 
Mstep: Class 3 contains 4263 members 
Mstep: Class 4 contains 4275 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 9116 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 152266 members 
Mstep: Class 11 contains 16927 members 
Mstep: Class 12 contains 133311 members 
Mstep: Class 16 contains 95031 members 
Mstep: Class 17 contains 5434 members 
Mstep: Class 18 contains 5004 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57702172.000000 Penalty: 58218.136719
Iteration 86Q: 19 clusters Score -5.770217e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 9004 members 
Mstep: Class 3 contains 4269 members 
Mstep: Class 4 contains 4287 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 9085 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 152233 members 
Mstep: Class 11 contains 16931 members 
Mstep: Class 12 contains 133071 members 
Mstep: Class 16 contains 95027 members 
Mstep: Class 17 contains 5445 members 
Mstep: Class 18 contains 5000 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57702400.000000 Penalty: 58218.136719
Iteration 87Q: 19 clusters Score -5.77024e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 9276 members 
Mstep: Class 3 contains 4278 members 
Mstep: Class 4 contains 4296 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 9064 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 152208 members 
Mstep: Class 11 contains 16930 members 
Mstep: Class 12 contains 132835 members 
Mstep: Class 16 contains 95022 members 
Mstep: Class 17 contains 5454 members 
Mstep: Class 18 contains 4997 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57702560.000000 Penalty: 58218.136719
Iteration 88Q: 19 clusters Score -5.770256e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 9548 members 
Mstep: Class 3 contains 4286 members 
Mstep: Class 4 contains 4300 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 9043 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 152182 members 
Mstep: Class 11 contains 16930 members 
Mstep: Class 12 contains 132605 members 
Mstep: Class 16 contains 95025 members 
Mstep: Class 17 contains 5459 members 
Mstep: Class 18 contains 4985 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57702608.000000 Penalty: 58218.136719
Iteration 89Q: 19 clusters Score -5.770261e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 9840 members 
Mstep: Class 3 contains 4296 members 
Mstep: Class 4 contains 4300 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 9033 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 152111 members 
Mstep: Class 11 contains 16932 members 
Mstep: Class 12 contains 132380 members 
Mstep: Class 16 contains 95018 members 
Mstep: Class 17 contains 5464 members 
Mstep: Class 18 contains 4982 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57702664.000000 Penalty: 58218.136719
Iteration 90Q: 19 clusters Score -5.770266e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 10166 members 
Mstep: Class 3 contains 4302 members 
Mstep: Class 4 contains 4301 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 9021 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 151991 members 
Mstep: Class 11 contains 16931 members 
Mstep: Class 12 contains 132168 members 
Mstep: Class 16 contains 95016 members 
Mstep: Class 17 contains 5470 members 
Mstep: Class 18 contains 4980 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57702856.000000 Penalty: 58218.136719
Iteration 91Q: 19 clusters Score -5.770286e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 10547 members 
Mstep: Class 3 contains 4310 members 
Mstep: Class 4 contains 4298 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 9004 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 151818 members 
Mstep: Class 11 contains 16930 members 
Mstep: Class 12 contains 131985 members 
Mstep: Class 16 contains 94991 members 
Mstep: Class 17 contains 5479 members 
Mstep: Class 18 contains 4979 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57703004.000000 Penalty: 58218.136719
Iteration 92Q: 19 clusters Score -5.7703e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 10970 members 
Mstep: Class 3 contains 4317 members 
Mstep: Class 4 contains 4297 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8984 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 151592 members 
Mstep: Class 11 contains 16932 members 
Mstep: Class 12 contains 131789 members 
Mstep: Class 16 contains 94987 members 
Mstep: Class 17 contains 5488 members 
Mstep: Class 18 contains 4981 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57702884.000000 Penalty: 58218.136719
Iteration 93Q: 19 clusters Score -5.770288e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 11400 members 
Mstep: Class 3 contains 4320 members 
Mstep: Class 4 contains 4297 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8972 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 151359 members 
Mstep: Class 11 contains 16937 members 
Mstep: Class 12 contains 131600 members 
Mstep: Class 16 contains 94977 members 
Mstep: Class 17 contains 5495 members 
Mstep: Class 18 contains 4981 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57702996.000000 Penalty: 58218.136719
Iteration 94Q: 19 clusters Score -5.7703e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 11863 members 
Mstep: Class 3 contains 4327 members 
Mstep: Class 4 contains 4288 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8959 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 151122 members 
Mstep: Class 11 contains 16942 members 
Mstep: Class 12 contains 131410 members 
Mstep: Class 16 contains 94963 members 
Mstep: Class 17 contains 5502 members 
Mstep: Class 18 contains 4975 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57703304.000000 Penalty: 58218.136719
Iteration 95Q: 19 clusters Score -5.77033e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 12358 members 
Mstep: Class 3 contains 4330 members 
Mstep: Class 4 contains 4283 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8934 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 150864 members 
Mstep: Class 11 contains 16959 members 
Mstep: Class 12 contains 131203 members 
Mstep: Class 16 contains 94943 members 
Mstep: Class 17 contains 5514 members 
Mstep: Class 18 contains 4971 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57703604.000000 Penalty: 58218.136719
Iteration 96Q: 19 clusters Score -5.77036e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 12891 members 
Mstep: Class 3 contains 4332 members 
Mstep: Class 4 contains 4284 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8924 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 150549 members 
Mstep: Class 11 contains 16963 members 
Mstep: Class 12 contains 131020 members 
Mstep: Class 16 contains 94913 members 
Mstep: Class 17 contains 5529 members 
Mstep: Class 18 contains 4971 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57703744.000000 Penalty: 58218.136719
Iteration 97Q: 19 clusters Score -5.770374e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 13404 members 
Mstep: Class 3 contains 4336 members 
Mstep: Class 4 contains 4275 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8918 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 150224 members 
Mstep: Class 11 contains 16965 members 
Mstep: Class 12 contains 130863 members 
Mstep: Class 16 contains 94901 members 
Mstep: Class 17 contains 5541 members 
Mstep: Class 18 contains 4969 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57703912.000000 Penalty: 58218.136719
Iteration 98Q: 19 clusters Score -5.770391e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 13932 members 
Mstep: Class 3 contains 4340 members 
Mstep: Class 4 contains 4268 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8906 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 149874 members 
Mstep: Class 11 contains 16966 members 
Mstep: Class 12 contains 130707 members 
Mstep: Class 16 contains 94906 members 
Mstep: Class 17 contains 5549 members 
Mstep: Class 18 contains 4969 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57704148.000000 Penalty: 58218.136719
Iteration 99Q: 19 clusters Score -5.770415e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 14460 members 
Mstep: Class 3 contains 4344 members 
Mstep: Class 4 contains 4267 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8907 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 149493 members 
Mstep: Class 11 contains 16963 members 
Mstep: Class 12 contains 130567 members 
Mstep: Class 16 contains 94894 members 
Mstep: Class 17 contains 5555 members 
Mstep: Class 18 contains 4972 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57704312.000000 Penalty: 58218.136719
Iteration 100F: 19 clusters Score -5.770431e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 14938 members 
Mstep: Class 3 contains 4349 members 
Mstep: Class 4 contains 4258 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8908 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 149111 members 
Mstep: Class 11 contains 16969 members 
Mstep: Class 12 contains 130449 members 
Mstep: Class 16 contains 94896 members 
Mstep: Class 17 contains 5559 members 
Mstep: Class 18 contains 4974 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57704380.000000 Penalty: 58218.136719
Iteration 101Q: 19 clusters Score -5.770438e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 15431 members 
Mstep: Class 3 contains 4354 members 
Mstep: Class 4 contains 4245 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8912 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 148737 members 
Mstep: Class 11 contains 16979 members 
Mstep: Class 12 contains 130333 members 
Mstep: Class 16 contains 94877 members 
Mstep: Class 17 contains 5569 members 
Mstep: Class 18 contains 4974 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1830 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57704308.000000 Penalty: 58218.136719
Iteration 102Q: 19 clusters Score -5.770431e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 15911 members 
Mstep: Class 3 contains 4354 members 
Mstep: Class 4 contains 4228 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8911 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 148363 members 
Mstep: Class 11 contains 16976 members 
Mstep: Class 12 contains 130254 members 
Mstep: Class 16 contains 94866 members 
Mstep: Class 17 contains 5575 members 
Mstep: Class 18 contains 4976 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1830 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57704572.000000 Penalty: 58218.136719
Iteration 103Q: 19 clusters Score -5.770457e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 16379 members 
Mstep: Class 3 contains 4358 members 
Mstep: Class 4 contains 4211 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8910 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 147953 members 
Mstep: Class 11 contains 16976 members 
Mstep: Class 12 contains 130202 members 
Mstep: Class 16 contains 94853 members 
Mstep: Class 17 contains 5580 members 
Mstep: Class 18 contains 4980 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1830 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57704692.000000 Penalty: 58218.136719
Iteration 104Q: 19 clusters Score -5.770469e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 16823 members 
Mstep: Class 3 contains 4362 members 
Mstep: Class 4 contains 4192 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8911 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 147541 members 
Mstep: Class 11 contains 16979 members 
Mstep: Class 12 contains 130154 members 
Mstep: Class 16 contains 94853 members 
Mstep: Class 17 contains 5582 members 
Mstep: Class 18 contains 4992 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1830 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57704852.000000 Penalty: 58218.136719
Iteration 105Q: 19 clusters Score -5.770485e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 17283 members 
Mstep: Class 3 contains 4370 members 
Mstep: Class 4 contains 4173 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8912 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 147115 members 
Mstep: Class 11 contains 16980 members 
Mstep: Class 12 contains 130115 members 
Mstep: Class 16 contains 94853 members 
Mstep: Class 17 contains 5590 members 
Mstep: Class 18 contains 4987 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1830 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57704900.000000 Penalty: 58218.136719
Iteration 106Q: 19 clusters Score -5.77049e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 17726 members 
Mstep: Class 3 contains 4378 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8911 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 146707 members 
Mstep: Class 11 contains 16978 members 
Mstep: Class 12 contains 130062 members 
Mstep: Class 16 contains 94867 members 
Mstep: Class 17 contains 5598 members 
Mstep: Class 18 contains 4986 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1830 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57704908.000000 Penalty: 58218.136719
Iteration 107Q: 19 clusters Score -5.770491e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 18153 members 
Mstep: Class 3 contains 4375 members 
Mstep: Class 4 contains 4133 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8907 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 146320 members 
Mstep: Class 11 contains 16984 members 
Mstep: Class 12 contains 130004 members 
Mstep: Class 16 contains 94890 members 
Mstep: Class 17 contains 5606 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1830 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57705108.000000 Penalty: 58218.136719
Iteration 108Q: 19 clusters Score -5.770511e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 18546 members 
Mstep: Class 3 contains 4376 members 
Mstep: Class 4 contains 4118 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8900 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 145900 members 
Mstep: Class 11 contains 16984 members 
Mstep: Class 12 contains 129988 members 
Mstep: Class 16 contains 94926 members 
Mstep: Class 17 contains 5612 members 
Mstep: Class 18 contains 5006 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1830 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57705400.000000 Penalty: 58218.136719
Iteration 109Q: 19 clusters Score -5.77054e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 18908 members 
Mstep: Class 3 contains 4376 members 
Mstep: Class 4 contains 4099 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8897 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 145553 members 
Mstep: Class 11 contains 16985 members 
Mstep: Class 12 contains 129953 members 
Mstep: Class 16 contains 94937 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 5011 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1830 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57705452.000000 Penalty: 58218.136719
Iteration 110Q: 19 clusters Score -5.770545e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 19249 members 
Mstep: Class 3 contains 4377 members 
Mstep: Class 4 contains 4077 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8895 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 145195 members 
Mstep: Class 11 contains 16981 members 
Mstep: Class 12 contains 129949 members 
Mstep: Class 16 contains 94952 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 5024 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1830 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57705408.000000 Penalty: 58218.136719
Iteration 111Q: 19 clusters Score -5.770541e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 19559 members 
Mstep: Class 3 contains 4377 members 
Mstep: Class 4 contains 4059 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8889 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 144859 members 
Mstep: Class 11 contains 16978 members 
Mstep: Class 12 contains 129951 members 
Mstep: Class 16 contains 94977 members 
Mstep: Class 17 contains 5628 members 
Mstep: Class 18 contains 5033 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1830 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57705520.000000 Penalty: 58218.136719
Iteration 112Q: 19 clusters Score -5.770552e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 19856 members 
Mstep: Class 3 contains 4380 members 
Mstep: Class 4 contains 4036 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8885 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 144511 members 
Mstep: Class 11 contains 16972 members 
Mstep: Class 12 contains 129971 members 
Mstep: Class 16 contains 95000 members 
Mstep: Class 17 contains 5640 members 
Mstep: Class 18 contains 5040 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57705668.000000 Penalty: 58218.136719
Iteration 113Q: 19 clusters Score -5.770567e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 20118 members 
Mstep: Class 3 contains 4385 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8883 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 144166 members 
Mstep: Class 11 contains 16966 members 
Mstep: Class 12 contains 130039 members 
Mstep: Class 16 contains 95006 members 
Mstep: Class 17 contains 5647 members 
Mstep: Class 18 contains 5040 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57705712.000000 Penalty: 58218.136719
Iteration 114Q: 19 clusters Score -5.770571e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 20347 members 
Mstep: Class 3 contains 4386 members 
Mstep: Class 4 contains 4008 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8880 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 143850 members 
Mstep: Class 11 contains 16958 members 
Mstep: Class 12 contains 130124 members 
Mstep: Class 16 contains 94996 members 
Mstep: Class 17 contains 5657 members 
Mstep: Class 18 contains 5043 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57705724.000000 Penalty: 58218.136719
Iteration 115Q: 19 clusters Score -5.770572e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 20559 members 
Mstep: Class 3 contains 4387 members 
Mstep: Class 4 contains 4000 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8874 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 143514 members 
Mstep: Class 11 contains 16954 members 
Mstep: Class 12 contains 130250 members 
Mstep: Class 16 contains 94992 members 
Mstep: Class 17 contains 5663 members 
Mstep: Class 18 contains 5041 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57705816.000000 Penalty: 58218.136719
Iteration 116Q: 19 clusters Score -5.770582e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 20787 members 
Mstep: Class 3 contains 4390 members 
Mstep: Class 4 contains 3984 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8870 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 143178 members 
Mstep: Class 11 contains 16950 members 
Mstep: Class 12 contains 130367 members 
Mstep: Class 16 contains 94984 members 
Mstep: Class 17 contains 5665 members 
Mstep: Class 18 contains 5043 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706028.000000 Penalty: 58218.136719
Iteration 117Q: 19 clusters Score -5.770603e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 20995 members 
Mstep: Class 3 contains 4389 members 
Mstep: Class 4 contains 3971 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8870 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 142844 members 
Mstep: Class 11 contains 16950 members 
Mstep: Class 12 contains 130500 members 
Mstep: Class 16 contains 94972 members 
Mstep: Class 17 contains 5668 members 
Mstep: Class 18 contains 5043 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706044.000000 Penalty: 58218.136719
Iteration 118Q: 19 clusters Score -5.770604e+07 nChanged 695
Entering ConstructFrom: 
Score: -57706044.000000 Penalty: 58218.136719
Entering ConstructFrom: 
Trying to split cluster 1 (20345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Entering Unmasked Estep 
Score: -2615387.750000 Penalty: 2460.306396
	Iteration 0F: 2 clusters Score -2615388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -2601182.500000 Penalty: 4920.612793
	Iteration 0F: 3 clusters Score -2601182 nChanged 8878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -2605829.000000 Penalty: 4920.612793
	Iteration 1F: 3 clusters Score -2605829 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -2606175.000000 Penalty: 4920.612793
	Iteration 2F: 3 clusters Score -2606175 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -2606426.750000 Penalty: 4920.612793
	Iteration 3Q: 3 clusters Score -2606427 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2606649.500000 Penalty: 4920.612793
	Iteration 4Q: 3 clusters Score -2606650 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2606826.000000 Penalty: 4920.612793
	Iteration 5Q: 3 clusters Score -2606826 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -2606994.250000 Penalty: 4920.612793
	Iteration 6Q: 3 clusters Score -2606994 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2607139.250000 Penalty: 4920.612793
	Iteration 7Q: 3 clusters Score -2607139 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2607291.750000 Penalty: 4920.612793
	Iteration 8Q: 3 clusters Score -2607292 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2607465.250000 Penalty: 4920.612793
	Iteration 9Q: 3 clusters Score -2607465 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -2607688.000000 Penalty: 4920.612793
	Iteration 10Q: 3 clusters Score -2607688 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -2608010.500000 Penalty: 4920.612793
	Iteration 11Q: 3 clusters Score -2608010 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -2608471.750000 Penalty: 4920.612793
	Iteration 12Q: 3 clusters Score -2608472 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -2609119.750000 Penalty: 4920.612793
	Iteration 13Q: 3 clusters Score -2609120 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -2609895.000000 Penalty: 4920.612793
	Iteration 14F: 3 clusters Score -2609895 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -2610699.000000 Penalty: 4920.612793
	Iteration 15F: 3 clusters Score -2610699 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2611440.000000 Penalty: 4920.612793
	Iteration 16Q: 3 clusters Score -2611440 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2612031.250000 Penalty: 4920.612793
	Iteration 17Q: 3 clusters Score -2612031 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2612422.500000 Penalty: 4920.612793
	Iteration 18Q: 3 clusters Score -2612422 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2612715.250000 Penalty: 4920.612793
	Iteration 19Q: 3 clusters Score -2612715 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2612933.250000 Penalty: 4920.612793
	Iteration 20F: 3 clusters Score -2612933 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2613088.500000 Penalty: 4920.612793
	Iteration 21Q: 3 clusters Score -2613088 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2613188.750000 Penalty: 4920.612793
	Iteration 22Q: 3 clusters Score -2613189 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2613276.000000 Penalty: 4920.612793
	Iteration 23Q: 3 clusters Score -2613276 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2613327.750000 Penalty: 4920.612793
	Iteration 24Q: 3 clusters Score -2613328 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2613356.750000 Penalty: 4920.612793
	Iteration 25Q: 3 clusters Score -2613357 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2613371.750000 Penalty: 4920.612793
	Iteration 26Q: 3 clusters Score -2613372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2613386.750000 Penalty: 4920.612793
	Iteration 27Q: 3 clusters Score -2613387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2613391.750000 Penalty: 4920.612793
	Iteration 28Q: 3 clusters Score -2613392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2613398.500000 Penalty: 4920.612793
	Iteration 29Q: 3 clusters Score -2613398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2613404.000000 Penalty: 4920.612793
	Iteration 30Q: 3 clusters Score -2613404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2613403.250000 Penalty: 4920.612793
	Iteration 31Q: 3 clusters Score -2613403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2613406.500000 Penalty: 4920.612793
	Iteration 32Q: 3 clusters Score -2613406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2613410.500000 Penalty: 4920.612793
	Iteration 33Q: 3 clusters Score -2613410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2613412.500000 Penalty: 4920.612793
	Iteration 34Q: 3 clusters Score -2613412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2613416.000000 Penalty: 4920.612793
	Iteration 35Q: 3 clusters Score -2613416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2613412.000000 Penalty: 4920.612793
	Iteration 36Q: 3 clusters Score -2613412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2613415.750000 Penalty: 4920.612793
	Iteration 37Q: 3 clusters Score -2613416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2613415.750000 Penalty: 4920.612793
	Iteration 38F: 3 clusters Score -2613416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Entering Unmasked Estep 
Score: -2743529.500000 Penalty: 2470.819580
	Iteration 0F: 2 clusters Score -2743530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -2728653.500000 Penalty: 4941.639160
	Iteration 0F: 3 clusters Score -2728654 nChanged 9344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2733568.750000 Penalty: 4941.639160
	Iteration 1F: 3 clusters Score -2733569 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2733979.000000 Penalty: 4941.639160
	Iteration 2F: 3 clusters Score -2733979 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -2734392.250000 Penalty: 4941.639160
	Iteration 3Q: 3 clusters Score -2734392 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -2734749.250000 Penalty: 4941.639160
	Iteration 4Q: 3 clusters Score -2734749 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -2735148.250000 Penalty: 4941.639160
	Iteration 5Q: 3 clusters Score -2735148 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2735553.750000 Penalty: 4941.639160
	Iteration 6Q: 3 clusters Score -2735554 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -2735943.750000 Penalty: 4941.639160
	Iteration 7Q: 3 clusters Score -2735944 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2736357.750000 Penalty: 4941.639160
	Iteration 8Q: 3 clusters Score -2736358 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -2736841.000000 Penalty: 4941.639160
	Iteration 9Q: 3 clusters Score -2736841 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -2737318.250000 Penalty: 4941.639160
	Iteration 10Q: 3 clusters Score -2737318 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -2737842.500000 Penalty: 4941.639160
	Iteration 11Q: 3 clusters Score -2737842 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -2738363.250000 Penalty: 4941.639160
	Iteration 12Q: 3 clusters Score -2738363 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -2738783.750000 Penalty: 4941.639160
	Iteration 13Q: 3 clusters Score -2738784 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -2739137.250000 Penalty: 4941.639160
	Iteration 14Q: 3 clusters Score -2739137 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2739434.500000 Penalty: 4941.639160
	Iteration 15Q: 3 clusters Score -2739434 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -2739709.250000 Penalty: 4941.639160
	Iteration 16Q: 3 clusters Score -2739709 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -2739961.250000 Penalty: 4941.639160
	Iteration 17Q: 3 clusters Score -2739961 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -2740178.750000 Penalty: 4941.639160
	Iteration 18Q: 3 clusters Score -2740179 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -2740375.500000 Penalty: 4941.639160
	Iteration 19Q: 3 clusters Score -2740376 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -2740571.250000 Penalty: 4941.639160
	Iteration 20F: 3 clusters Score -2740571 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -2740754.000000 Penalty: 4941.639160
	Iteration 21Q: 3 clusters Score -2740754 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2740925.000000 Penalty: 4941.639160
	Iteration 22Q: 3 clusters Score -2740925 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2741074.000000 Penalty: 4941.639160
	Iteration 23Q: 3 clusters Score -2741074 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2741164.000000 Penalty: 4941.639160
	Iteration 24Q: 3 clusters Score -2741164 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2741235.250000 Penalty: 4941.639160
	Iteration 25Q: 3 clusters Score -2741235 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2741307.500000 Penalty: 4941.639160
	Iteration 26Q: 3 clusters Score -2741308 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2741361.750000 Penalty: 4941.639160
	Iteration 27Q: 3 clusters Score -2741362 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2741391.500000 Penalty: 4941.639160
	Iteration 28Q: 3 clusters Score -2741392 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2741423.500000 Penalty: 4941.639160
	Iteration 29Q: 3 clusters Score -2741424 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2741444.500000 Penalty: 4941.639160
	Iteration 30Q: 3 clusters Score -2741444 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2741462.750000 Penalty: 4941.639160
	Iteration 31Q: 3 clusters Score -2741463 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2741481.500000 Penalty: 4941.639160
	Iteration 32Q: 3 clusters Score -2741482 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2741499.750000 Penalty: 4941.639160
	Iteration 33Q: 3 clusters Score -2741500 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2741499.500000 Penalty: 4941.639160
	Iteration 34Q: 3 clusters Score -2741500 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2741512.500000 Penalty: 4941.639160
	Iteration 35Q: 3 clusters Score -2741512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2741508.750000 Penalty: 4941.639160
	Iteration 36Q: 3 clusters Score -2741509 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2741515.750000 Penalty: 4941.639160
	Iteration 37Q: 3 clusters Score -2741516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2741524.250000 Penalty: 4941.639160
	Iteration 38Q: 3 clusters Score -2741524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2741520.250000 Penalty: 4941.639160
	Iteration 39Q: 3 clusters Score -2741520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2741537.000000 Penalty: 4941.639160
	Iteration 40F: 3 clusters Score -2741537 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2741541.500000 Penalty: 4941.639160
	Iteration 41Q: 3 clusters Score -2741542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2741543.250000 Penalty: 4941.639160
	Iteration 42Q: 3 clusters Score -2741543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2741545.500000 Penalty: 4941.639160
	Iteration 43Q: 3 clusters Score -2741546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2741548.750000 Penalty: 4941.639160
	Iteration 44Q: 3 clusters Score -2741549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2741552.000000 Penalty: 4941.639160
	Iteration 45Q: 3 clusters Score -2741552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2741554.000000 Penalty: 4941.639160
	Iteration 46Q: 3 clusters Score -2741554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2741556.250000 Penalty: 4941.639160
	Iteration 47Q: 3 clusters Score -2741556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2741559.750000 Penalty: 4941.639160
	Iteration 48Q: 3 clusters Score -2741560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2741559.250000 Penalty: 4941.639160
	Iteration 49Q: 3 clusters Score -2741559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2741558.750000 Penalty: 4941.639160
	Iteration 50Q: 3 clusters Score -2741559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2741561.250000 Penalty: 4941.639160
	Iteration 51Q: 3 clusters Score -2741561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2741559.000000 Penalty: 4941.639160
	Iteration 52Q: 3 clusters Score -2741559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2741559.000000 Penalty: 4941.639160
	Iteration 53F: 3 clusters Score -2741559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Entering Unmasked Estep 
Score: -568678.812500 Penalty: 2079.940430
	Iteration 0F: 2 clusters Score -568678.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -564484.437500 Penalty: 4159.880859
	Iteration 0F: 3 clusters Score -564484.4 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -565417.250000 Penalty: 4159.880859
	Iteration 1F: 3 clusters Score -565417.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -565594.125000 Penalty: 4159.880859
	Iteration 2F: 3 clusters Score -565594.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -565696.562500 Penalty: 4159.880859
	Iteration 3Q: 3 clusters Score -565696.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -565765.875000 Penalty: 4159.880859
	Iteration 4Q: 3 clusters Score -565765.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -565816.812500 Penalty: 4159.880859
	Iteration 5Q: 3 clusters Score -565816.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -565852.375000 Penalty: 4159.880859
	Iteration 6Q: 3 clusters Score -565852.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -565877.375000 Penalty: 4159.880859
	Iteration 7Q: 3 clusters Score -565877.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -565898.937500 Penalty: 4159.880859
	Iteration 8Q: 3 clusters Score -565898.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -565919.062500 Penalty: 4159.880859
	Iteration 9Q: 3 clusters Score -565919.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -565936.312500 Penalty: 4159.880859
	Iteration 10Q: 3 clusters Score -565936.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -565951.750000 Penalty: 4159.880859
	Iteration 11Q: 3 clusters Score -565951.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -565965.750000 Penalty: 4159.880859
	Iteration 12Q: 3 clusters Score -565965.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -565982.625000 Penalty: 4159.880859
	Iteration 13Q: 3 clusters Score -565982.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -565997.937500 Penalty: 4159.880859
	Iteration 14Q: 3 clusters Score -565997.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -566018.375000 Penalty: 4159.880859
	Iteration 15Q: 3 clusters Score -566018.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -566040.250000 Penalty: 4159.880859
	Iteration 16Q: 3 clusters Score -566040.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -566059.250000 Penalty: 4159.880859
	Iteration 17Q: 3 clusters Score -566059.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -566078.187500 Penalty: 4159.880859
	Iteration 18Q: 3 clusters Score -566078.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -566094.437500 Penalty: 4159.880859
	Iteration 19Q: 3 clusters Score -566094.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -566114.500000 Penalty: 4159.880859
	Iteration 20F: 3 clusters Score -566114.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -566135.750000 Penalty: 4159.880859
	Iteration 21Q: 3 clusters Score -566135.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -566153.687500 Penalty: 4159.880859
	Iteration 22Q: 3 clusters Score -566153.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -566170.062500 Penalty: 4159.880859
	Iteration 23Q: 3 clusters Score -566170.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -566182.375000 Penalty: 4159.880859
	Iteration 24Q: 3 clusters Score -566182.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -566195.562500 Penalty: 4159.880859
	Iteration 25Q: 3 clusters Score -566195.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -566210.062500 Penalty: 4159.880859
	Iteration 26Q: 3 clusters Score -566210.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -566232.000000 Penalty: 4159.880859
	Iteration 27Q: 3 clusters Score -566232 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -566258.437500 Penalty: 4159.880859
	Iteration 28Q: 3 clusters Score -566258.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -566288.625000 Penalty: 4159.880859
	Iteration 29Q: 3 clusters Score -566288.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -566320.062500 Penalty: 4159.880859
	Iteration 30Q: 3 clusters Score -566320.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -566355.750000 Penalty: 4159.880859
	Iteration 31Q: 3 clusters Score -566355.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -566391.187500 Penalty: 4159.880859
	Iteration 32Q: 3 clusters Score -566391.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -566423.500000 Penalty: 4159.880859
	Iteration 33Q: 3 clusters Score -566423.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -566454.437500 Penalty: 4159.880859
	Iteration 34Q: 3 clusters Score -566454.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -566482.812500 Penalty: 4159.880859
	Iteration 35Q: 3 clusters Score -566482.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -566504.875000 Penalty: 4159.880859
	Iteration 36Q: 3 clusters Score -566504.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -566525.687500 Penalty: 4159.880859
	Iteration 37Q: 3 clusters Score -566525.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -566546.437500 Penalty: 4159.880859
	Iteration 38Q: 3 clusters Score -566546.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -566570.062500 Penalty: 4159.880859
	Iteration 39Q: 3 clusters Score -566570.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -566601.125000 Penalty: 4159.880859
	Iteration 40F: 3 clusters Score -566601.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -566625.812500 Penalty: 4159.880859
	Iteration 41Q: 3 clusters Score -566625.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -566645.187500 Penalty: 4159.880859
	Iteration 42Q: 3 clusters Score -566645.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -566672.875000 Penalty: 4159.880859
	Iteration 43Q: 3 clusters Score -566672.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -566702.375000 Penalty: 4159.880859
	Iteration 44Q: 3 clusters Score -566702.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -566724.562500 Penalty: 4159.880859
	Iteration 45Q: 3 clusters Score -566724.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -566738.312500 Penalty: 4159.880859
	Iteration 46Q: 3 clusters Score -566738.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -566748.062500 Penalty: 4159.880859
	Iteration 47Q: 3 clusters Score -566748.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -566755.750000 Penalty: 4159.880859
	Iteration 48Q: 3 clusters Score -566755.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -566767.375000 Penalty: 4159.880859
	Iteration 49Q: 3 clusters Score -566767.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -566773.000000 Penalty: 4159.880859
	Iteration 50Q: 3 clusters Score -566773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -566781.875000 Penalty: 4159.880859
	Iteration 51Q: 3 clusters Score -566781.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -566788.125000 Penalty: 4159.880859
	Iteration 52Q: 3 clusters Score -566788.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -566795.437500 Penalty: 4159.880859
	Iteration 53Q: 3 clusters Score -566795.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -566800.500000 Penalty: 4159.880859
	Iteration 54Q: 3 clusters Score -566800.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -566806.062500 Penalty: 4159.880859
	Iteration 55Q: 3 clusters Score -566806.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -566816.062500 Penalty: 4159.880859
	Iteration 56Q: 3 clusters Score -566816.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -566825.000000 Penalty: 4159.880859
	Iteration 57Q: 3 clusters Score -566825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -566827.875000 Penalty: 4159.880859
	Iteration 58Q: 3 clusters Score -566827.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -566830.937500 Penalty: 4159.880859
	Iteration 59Q: 3 clusters Score -566830.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -566833.250000 Penalty: 4159.880859
	Iteration 60F: 3 clusters Score -566833.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Entering Unmasked Estep 
Score: -513227.156250 Penalty: 2054.055908
	Iteration 0F: 2 clusters Score -513227.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -509366.468750 Penalty: 4108.111816
	Iteration 0F: 3 clusters Score -509366.5 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -510260.593750 Penalty: 4108.111816
	Iteration 1F: 3 clusters Score -510260.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -510577.656250 Penalty: 4108.111816
	Iteration 2F: 3 clusters Score -510577.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -510955.937500 Penalty: 4108.111816
	Iteration 3F: 3 clusters Score -510955.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -511428.156250 Penalty: 4108.111816
	Iteration 4F: 3 clusters Score -511428.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -511850.437500 Penalty: 4108.111816
	Iteration 5F: 3 clusters Score -511850.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -512064.125000 Penalty: 4108.111816
	Iteration 6F: 3 clusters Score -512064.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -512196.125000 Penalty: 4108.111816
	Iteration 7Q: 3 clusters Score -512196.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -512274.687500 Penalty: 4108.111816
	Iteration 8Q: 3 clusters Score -512274.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -512337.187500 Penalty: 4108.111816
	Iteration 9Q: 3 clusters Score -512337.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -512379.531250 Penalty: 4108.111816
	Iteration 10Q: 3 clusters Score -512379.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -512403.593750 Penalty: 4108.111816
	Iteration 11Q: 3 clusters Score -512403.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -512421.593750 Penalty: 4108.111816
	Iteration 12Q: 3 clusters Score -512421.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -512436.437500 Penalty: 4108.111816
	Iteration 13Q: 3 clusters Score -512436.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -512445.125000 Penalty: 4108.111816
	Iteration 14Q: 3 clusters Score -512445.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -512449.812500 Penalty: 4108.111816
	Iteration 15Q: 3 clusters Score -512449.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -512457.625000 Penalty: 4108.111816
	Iteration 16Q: 3 clusters Score -512457.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -512464.093750 Penalty: 4108.111816
	Iteration 17Q: 3 clusters Score -512464.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -512469.562500 Penalty: 4108.111816
	Iteration 18Q: 3 clusters Score -512469.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -512476.125000 Penalty: 4108.111816
	Iteration 19Q: 3 clusters Score -512476.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -512479.250000 Penalty: 4108.111816
	Iteration 20F: 3 clusters Score -512479.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -512480.625000 Penalty: 4108.111816
	Iteration 21Q: 3 clusters Score -512480.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -512480.625000 Penalty: 4108.111816
	Iteration 22F: 3 clusters Score -512480.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -52631.515625 Penalty: 1541.222778
	Iteration 0F: 2 clusters Score -52631.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -51343.648438 Penalty: 3082.445557
	Iteration 0F: 3 clusters Score -51343.65 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -51857.800781 Penalty: 3082.445557
	Iteration 1F: 3 clusters Score -51857.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -52423.214844 Penalty: 3082.445557
	Iteration 2F: 3 clusters Score -52423.21 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -52852.421875 Penalty: 3082.445557
	Iteration 3F: 3 clusters Score -52852.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -52942.902344 Penalty: 3082.445557
	Iteration 4Q: 3 clusters Score -52942.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -52964.023438 Penalty: 3082.445557
	Iteration 5Q: 3 clusters Score -52964.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -52980.054688 Penalty: 3082.445557
	Iteration 6Q: 3 clusters Score -52980.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -53046.210938 Penalty: 3082.445557
	Iteration 7Q: 3 clusters Score -53046.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -53078.484375 Penalty: 3082.445557
	Iteration 8Q: 3 clusters Score -53078.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -53087.238281 Penalty: 3082.445557
	Iteration 9Q: 3 clusters Score -53087.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -53087.238281 Penalty: 3082.445557
	Iteration 10F: 3 clusters Score -53087.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 21226 members 
Mstep: Class 3 contains 4389 members 
Mstep: Class 4 contains 3954 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 8870 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 142466 members 
Mstep: Class 11 contains 16951 members 
Mstep: Class 12 contains 130631 members 
Mstep: Class 13 contains 372 members 
Mstep: Class 16 contains 94974 members 
Mstep: Class 17 contains 5670 members 
Mstep: Class 18 contains 5046 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
Score: -57704824.000000 Penalty: 61452.480469
Splitting cluster 5 changes total score from -57706044.000000 to -57704824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (8870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Entering Unmasked Estep 
Score: -1137511.750000 Penalty: 2254.426758
	Iteration 0F: 2 clusters Score -1137512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1130566.250000 Penalty: 4508.853516
	Iteration 0F: 3 clusters Score -1130566 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1132431.500000 Penalty: 4508.853516
	Iteration 1F: 3 clusters Score -1132432 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1132755.125000 Penalty: 4508.853516
	Iteration 2F: 3 clusters Score -1132755 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1133065.000000 Penalty: 4508.853516
	Iteration 3F: 3 clusters Score -1133065 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1133436.250000 Penalty: 4508.853516
	Iteration 4F: 3 clusters Score -1133436 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1133810.625000 Penalty: 4508.853516
	Iteration 5F: 3 clusters Score -1133811 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1134190.875000 Penalty: 4508.853516
	Iteration 6F: 3 clusters Score -1134191 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1134582.625000 Penalty: 4508.853516
	Iteration 7F: 3 clusters Score -1134583 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1134974.625000 Penalty: 4508.853516
	Iteration 8F: 3 clusters Score -1134975 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1135299.250000 Penalty: 4508.853516
	Iteration 9Q: 3 clusters Score -1135299 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1135543.750000 Penalty: 4508.853516
	Iteration 10Q: 3 clusters Score -1135544 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1135712.625000 Penalty: 4508.853516
	Iteration 11Q: 3 clusters Score -1135713 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1135838.500000 Penalty: 4508.853516
	Iteration 12Q: 3 clusters Score -1135838 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1135912.250000 Penalty: 4508.853516
	Iteration 13Q: 3 clusters Score -1135912 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1135956.750000 Penalty: 4508.853516
	Iteration 14Q: 3 clusters Score -1135957 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1135982.750000 Penalty: 4508.853516
	Iteration 15Q: 3 clusters Score -1135983 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1135994.250000 Penalty: 4508.853516
	Iteration 16Q: 3 clusters Score -1135994 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1136005.500000 Penalty: 4508.853516
	Iteration 17Q: 3 clusters Score -1136006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1136014.625000 Penalty: 4508.853516
	Iteration 18Q: 3 clusters Score -1136015 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1136026.500000 Penalty: 4508.853516
	Iteration 19Q: 3 clusters Score -1136026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1136033.750000 Penalty: 4508.853516
	Iteration 20F: 3 clusters Score -1136034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1136039.875000 Penalty: 4508.853516
	Iteration 21Q: 3 clusters Score -1136040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1136047.500000 Penalty: 4508.853516
	Iteration 22Q: 3 clusters Score -1136048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1136052.625000 Penalty: 4508.853516
	Iteration 23Q: 3 clusters Score -1136053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1136054.250000 Penalty: 4508.853516
	Iteration 24Q: 3 clusters Score -1136054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1136058.250000 Penalty: 4508.853516
	Iteration 25Q: 3 clusters Score -1136058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1136060.500000 Penalty: 4508.853516
	Iteration 26Q: 3 clusters Score -1136060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1136060.625000 Penalty: 4508.853516
	Iteration 27Q: 3 clusters Score -1136061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1136062.500000 Penalty: 4508.853516
	Iteration 28Q: 3 clusters Score -1136062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1136066.500000 Penalty: 4508.853516
	Iteration 29Q: 3 clusters Score -1136066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1136065.125000 Penalty: 4508.853516
	Iteration 30Q: 3 clusters Score -1136065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1136065.375000 Penalty: 4508.853516
	Iteration 31Q: 3 clusters Score -1136065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1136064.875000 Penalty: 4508.853516
	Iteration 32Q: 3 clusters Score -1136065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1136064.250000 Penalty: 4508.853516
	Iteration 33Q: 3 clusters Score -1136064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1136064.250000 Penalty: 4508.853516
	Iteration 34F: 3 clusters Score -1136064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -60580.558594 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -60580.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -59011.519531 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -59011.52 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -59180.597656 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -59180.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -59238.410156 Penalty: 3127.006592
	Iteration 2F: 3 clusters Score -59238.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -59270.402344 Penalty: 3127.006592
	Iteration 3Q: 3 clusters Score -59270.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -59291.574219 Penalty: 3127.006592
	Iteration 4Q: 3 clusters Score -59291.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -59319.148438 Penalty: 3127.006592
	Iteration 5Q: 3 clusters Score -59319.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -59355.617188 Penalty: 3127.006592
	Iteration 6Q: 3 clusters Score -59355.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -59449.746094 Penalty: 3127.006592
	Iteration 7Q: 3 clusters Score -59449.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -59554.125000 Penalty: 3127.006592
	Iteration 8Q: 3 clusters Score -59554.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -59630.144531 Penalty: 3127.006592
	Iteration 9Q: 3 clusters Score -59630.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -59689.300781 Penalty: 3127.006592
	Iteration 10Q: 3 clusters Score -59689.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -59766.867188 Penalty: 3127.006592
	Iteration 11Q: 3 clusters Score -59766.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -59818.507812 Penalty: 3127.006592
	Iteration 12Q: 3 clusters Score -59818.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -59867.441406 Penalty: 3127.006592
	Iteration 13Q: 3 clusters Score -59867.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -59957.117188 Penalty: 3127.006592
	Iteration 14Q: 3 clusters Score -59957.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60088.046875 Penalty: 3127.006592
	Iteration 15Q: 3 clusters Score -60088.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -60262.964844 Penalty: 3127.006592
	Iteration 16Q: 3 clusters Score -60262.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -60515.898438 Penalty: 3127.006592
	Iteration 17Q: 3 clusters Score -60515.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -60740.812500 Penalty: 3127.006592
	Iteration 18Q: 3 clusters Score -60740.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -60857.480469 Penalty: 3127.006592
	Iteration 19Q: 3 clusters Score -60857.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -60890.128906 Penalty: 3127.006592
	Iteration 20F: 3 clusters Score -60890.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -60901.312500 Penalty: 3127.006592
	Iteration 21Q: 3 clusters Score -60901.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -60907.910156 Penalty: 3127.006592
	Iteration 22Q: 3 clusters Score -60907.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -60917.222656 Penalty: 3127.006592
	Iteration 23Q: 3 clusters Score -60917.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -60917.222656 Penalty: 3127.006592
	Iteration 24F: 3 clusters Score -60917.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 21226 members 
Mstep: Class 3 contains 4389 members 
Mstep: Class 4 contains 3954 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8870 members 
Mstep: Class 7 contains 214 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 142466 members 
Mstep: Class 11 contains 16951 members 
Mstep: Class 12 contains 130631 members 
Mstep: Class 13 contains 333 members 
Mstep: Class 16 contains 94974 members 
Mstep: Class 17 contains 5670 members 
Mstep: Class 18 contains 5046 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
Score: -57704708.000000 Penalty: 61452.480469
Splitting cluster 7 changes total score from -57706044.000000 to -57704708.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -32030.804688 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -32030.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -30786.033203 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -30786.03 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -30968.490234 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -30968.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -31052.820312 Penalty: 2856.415283
	Iteration 2Q: 3 clusters Score -31052.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31105.410156 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -31105.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31119.498047 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -31119.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -31128.955078 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -31128.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -31140.890625 Penalty: 2856.415283
	Iteration 6Q: 3 clusters Score -31140.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -31150.376953 Penalty: 2856.415283
	Iteration 7Q: 3 clusters Score -31150.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -31150.376953 Penalty: 2856.415283
	Iteration 8F: 3 clusters Score -31150.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Entering Unmasked Estep 
Score: -70477.359375 Penalty: 1617.843506
	Iteration 0F: 2 clusters Score -70477.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -68857.742188 Penalty: 3235.687012
	Iteration 0F: 3 clusters Score -68857.74 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -69192.054688 Penalty: 3235.687012
	Iteration 1F: 3 clusters Score -69192.05 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -69434.445312 Penalty: 3235.687012
	Iteration 2F: 3 clusters Score -69434.45 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -69640.296875 Penalty: 3235.687012
	Iteration 3F: 3 clusters Score -69640.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -69734.734375 Penalty: 3235.687012
	Iteration 4Q: 3 clusters Score -69734.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -69814.148438 Penalty: 3235.687012
	Iteration 5Q: 3 clusters Score -69814.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -69911.468750 Penalty: 3235.687012
	Iteration 6Q: 3 clusters Score -69911.47 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -70008.296875 Penalty: 3235.687012
	Iteration 7Q: 3 clusters Score -70008.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -70076.726562 Penalty: 3235.687012
	Iteration 8Q: 3 clusters Score -70076.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -70174.968750 Penalty: 3235.687012
	Iteration 9Q: 3 clusters Score -70174.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -70266.562500 Penalty: 3235.687012
	Iteration 10Q: 3 clusters Score -70266.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -70378.867188 Penalty: 3235.687012
	Iteration 11Q: 3 clusters Score -70378.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -70428.312500 Penalty: 3235.687012
	Iteration 12Q: 3 clusters Score -70428.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -70457.703125 Penalty: 3235.687012
	Iteration 13Q: 3 clusters Score -70457.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -70468.171875 Penalty: 3235.687012
	Iteration 14Q: 3 clusters Score -70468.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -70468.171875 Penalty: 3235.687012
	Iteration 15F: 3 clusters Score -70468.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (142466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142466 members 
Entering Unmasked Estep 
Score: -18082914.000000 Penalty: 2942.980957
	Iteration 0F: 2 clusters Score -1.808291e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70995 members 
Mstep: Class 2 contains 71471 members 
Entering Unmasked Estep 
Score: -17987104.000000 Penalty: 5885.961914
	Iteration 0F: 3 clusters Score -1.79871e+07 nChanged 68298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67607 members 
Mstep: Class 2 contains 74859 members 
Entering Unmasked Estep 
Score: -18026904.000000 Penalty: 5885.961914
	Iteration 1F: 3 clusters Score -1.80269e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65455 members 
Mstep: Class 2 contains 77011 members 
Entering Unmasked Estep 
Score: -18028354.000000 Penalty: 5885.961914
	Iteration 2Q: 3 clusters Score -1.802835e+07 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62193 members 
Mstep: Class 2 contains 80273 members 
Entering Unmasked Estep 
Score: -18030248.000000 Penalty: 5885.961914
	Iteration 3Q: 3 clusters Score -1.803025e+07 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57403 members 
Mstep: Class 2 contains 85063 members 
Entering Unmasked Estep 
Score: -18033260.000000 Penalty: 5885.961914
	Iteration 4Q: 3 clusters Score -1.803326e+07 nChanged 8286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50667 members 
Mstep: Class 2 contains 91799 members 
Entering Unmasked Estep 
Score: -18038084.000000 Penalty: 5885.961914
	Iteration 5F: 3 clusters Score -1.803808e+07 nChanged 10051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 100530 members 
Entering Unmasked Estep 
Score: -18045646.000000 Penalty: 5885.961914
	Iteration 6F: 3 clusters Score -1.804565e+07 nChanged 10970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 110444 members 
Entering Unmasked Estep 
Score: -18055198.000000 Penalty: 5885.961914
	Iteration 7F: 3 clusters Score -1.80552e+07 nChanged 9822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 119496 members 
Entering Unmasked Estep 
Score: -18063868.000000 Penalty: 5885.961914
	Iteration 8F: 3 clusters Score -1.806387e+07 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 126513 members 
Entering Unmasked Estep 
Score: -18070238.000000 Penalty: 5885.961914
	Iteration 9F: 3 clusters Score -1.807024e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 131387 members 
Entering Unmasked Estep 
Score: -18074220.000000 Penalty: 5885.961914
	Iteration 10Q: 3 clusters Score -1.807422e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 134528 members 
Entering Unmasked Estep 
Score: -18076824.000000 Penalty: 5885.961914
	Iteration 11Q: 3 clusters Score -1.807682e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 136578 members 
Entering Unmasked Estep 
Score: -18078264.000000 Penalty: 5885.961914
	Iteration 12Q: 3 clusters Score -1.807826e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 137936 members 
Entering Unmasked Estep 
Score: -18079150.000000 Penalty: 5885.961914
	Iteration 13Q: 3 clusters Score -1.807915e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 138867 members 
Entering Unmasked Estep 
Score: -18079684.000000 Penalty: 5885.961914
	Iteration 14Q: 3 clusters Score -1.807968e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 139478 members 
Entering Unmasked Estep 
Score: -18080000.000000 Penalty: 5885.961914
	Iteration 15Q: 3 clusters Score -1.808e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 139900 members 
Entering Unmasked Estep 
Score: -18080178.000000 Penalty: 5885.961914
	Iteration 16Q: 3 clusters Score -1.808018e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 140201 members 
Entering Unmasked Estep 
Score: -18080344.000000 Penalty: 5885.961914
	Iteration 17Q: 3 clusters Score -1.808034e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 140426 members 
Entering Unmasked Estep 
Score: -18080434.000000 Penalty: 5885.961914
	Iteration 18Q: 3 clusters Score -1.808043e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 140592 members 
Entering Unmasked Estep 
Score: -18080506.000000 Penalty: 5885.961914
	Iteration 19Q: 3 clusters Score -1.808051e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 140707 members 
Entering Unmasked Estep 
Score: -18080632.000000 Penalty: 5885.961914
	Iteration 20F: 3 clusters Score -1.808063e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 140784 members 
Entering Unmasked Estep 
Score: -18080638.000000 Penalty: 5885.961914
	Iteration 21Q: 3 clusters Score -1.808064e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 140858 members 
Entering Unmasked Estep 
Score: -18080678.000000 Penalty: 5885.961914
	Iteration 22Q: 3 clusters Score -1.808068e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 140912 members 
Entering Unmasked Estep 
Score: -18080708.000000 Penalty: 5885.961914
	Iteration 23Q: 3 clusters Score -1.808071e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 140956 members 
Entering Unmasked Estep 
Score: -18080726.000000 Penalty: 5885.961914
	Iteration 24Q: 3 clusters Score -1.808073e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 141002 members 
Entering Unmasked Estep 
Score: -18080748.000000 Penalty: 5885.961914
	Iteration 25Q: 3 clusters Score -1.808075e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 141043 members 
Entering Unmasked Estep 
Score: -18080800.000000 Penalty: 5885.961914
	Iteration 26Q: 3 clusters Score -1.80808e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 141071 members 
Entering Unmasked Estep 
Score: -18080816.000000 Penalty: 5885.961914
	Iteration 27Q: 3 clusters Score -1.808082e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 141093 members 
Entering Unmasked Estep 
Score: -18080824.000000 Penalty: 5885.961914
	Iteration 28Q: 3 clusters Score -1.808082e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 141115 members 
Entering Unmasked Estep 
Score: -18080834.000000 Penalty: 5885.961914
	Iteration 29Q: 3 clusters Score -1.808083e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 141135 members 
Entering Unmasked Estep 
Score: -18080836.000000 Penalty: 5885.961914
	Iteration 30Q: 3 clusters Score -1.808084e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 141142 members 
Entering Unmasked Estep 
Score: -18080818.000000 Penalty: 5885.961914
	Iteration 31Q: 3 clusters Score -1.808082e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 141147 members 
Entering Unmasked Estep 
Score: -18080844.000000 Penalty: 5885.961914
	Iteration 32Q: 3 clusters Score -1.808084e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 141151 members 
Entering Unmasked Estep 
Score: -18080850.000000 Penalty: 5885.961914
	Iteration 33Q: 3 clusters Score -1.808085e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 141161 members 
Entering Unmasked Estep 
Score: -18080846.000000 Penalty: 5885.961914
	Iteration 34Q: 3 clusters Score -1.808085e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 141172 members 
Entering Unmasked Estep 
Score: -18080858.000000 Penalty: 5885.961914
	Iteration 35Q: 3 clusters Score -1.808086e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 141180 members 
Entering Unmasked Estep 
Score: -18080824.000000 Penalty: 5885.961914
	Iteration 36Q: 3 clusters Score -1.808082e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 141190 members 
Entering Unmasked Estep 
Score: -18080828.000000 Penalty: 5885.961914
	Iteration 37Q: 3 clusters Score -1.808083e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 141199 members 
Entering Unmasked Estep 
Score: -18080848.000000 Penalty: 5885.961914
	Iteration 38Q: 3 clusters Score -1.808085e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 141205 members 
Entering Unmasked Estep 
Score: -18080840.000000 Penalty: 5885.961914
	Iteration 39Q: 3 clusters Score -1.808084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 141206 members 
Entering Unmasked Estep 
Score: -18080844.000000 Penalty: 5885.961914
	Iteration 40F: 3 clusters Score -1.808084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 141205 members 
Entering Unmasked Estep 
Score: -18080854.000000 Penalty: 5885.961914
	Iteration 41Q: 3 clusters Score -1.808085e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 141206 members 
Entering Unmasked Estep 
Score: -18080846.000000 Penalty: 5885.961914
	Iteration 42Q: 3 clusters Score -1.808085e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 141208 members 
Entering Unmasked Estep 
Score: -18080850.000000 Penalty: 5885.961914
	Iteration 43Q: 3 clusters Score -1.808085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 141211 members 
Entering Unmasked Estep 
Score: -18080862.000000 Penalty: 5885.961914
	Iteration 44Q: 3 clusters Score -1.808086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 141209 members 
Entering Unmasked Estep 
Score: -18080854.000000 Penalty: 5885.961914
	Iteration 45Q: 3 clusters Score -1.808085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 141209 members 
Entering Unmasked Estep 
Score: -18080856.000000 Penalty: 5885.961914
	Iteration 46Q: 3 clusters Score -1.808086e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 141209 members 
Entering Unmasked Estep 
Score: -18080856.000000 Penalty: 5885.961914
	Iteration 47F: 3 clusters Score -1.808086e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Entering Unmasked Estep 
Score: -2097756.500000 Penalty: 2415.044434
	Iteration 0F: 2 clusters Score -2097756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -2085644.750000 Penalty: 4830.088867
	Iteration 0F: 3 clusters Score -2085645 nChanged 7340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -2089641.875000 Penalty: 4830.088867
	Iteration 1F: 3 clusters Score -2089642 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -2090455.500000 Penalty: 4830.088867
	Iteration 2F: 3 clusters Score -2090456 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -2091607.250000 Penalty: 4830.088867
	Iteration 3F: 3 clusters Score -2091607 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -2093048.500000 Penalty: 4830.088867
	Iteration 4F: 3 clusters Score -2093048 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -2094545.250000 Penalty: 4830.088867
	Iteration 5F: 3 clusters Score -2094545 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -2095763.375000 Penalty: 4830.088867
	Iteration 6F: 3 clusters Score -2095763 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -2096468.625000 Penalty: 4830.088867
	Iteration 7F: 3 clusters Score -2096469 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -2096812.125000 Penalty: 4830.088867
	Iteration 8Q: 3 clusters Score -2096812 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -2096967.875000 Penalty: 4830.088867
	Iteration 9Q: 3 clusters Score -2096968 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -2097043.625000 Penalty: 4830.088867
	Iteration 10Q: 3 clusters Score -2097044 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2097105.000000 Penalty: 4830.088867
	Iteration 11Q: 3 clusters Score -2097105 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2097130.000000 Penalty: 4830.088867
	Iteration 12Q: 3 clusters Score -2097130 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2097162.000000 Penalty: 4830.088867
	Iteration 13Q: 3 clusters Score -2097162 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2097190.500000 Penalty: 4830.088867
	Iteration 14Q: 3 clusters Score -2097190 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -2097207.250000 Penalty: 4830.088867
	Iteration 15Q: 3 clusters Score -2097207 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2097214.250000 Penalty: 4830.088867
	Iteration 16Q: 3 clusters Score -2097214 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2097227.500000 Penalty: 4830.088867
	Iteration 17Q: 3 clusters Score -2097228 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2097240.250000 Penalty: 4830.088867
	Iteration 18Q: 3 clusters Score -2097240 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2097250.250000 Penalty: 4830.088867
	Iteration 19Q: 3 clusters Score -2097250 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2097263.500000 Penalty: 4830.088867
	Iteration 20F: 3 clusters Score -2097264 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2097279.250000 Penalty: 4830.088867
	Iteration 21Q: 3 clusters Score -2097279 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2097277.750000 Penalty: 4830.088867
	Iteration 22Q: 3 clusters Score -2097278 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2097285.500000 Penalty: 4830.088867
	Iteration 23Q: 3 clusters Score -2097286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2097288.750000 Penalty: 4830.088867
	Iteration 24Q: 3 clusters Score -2097289 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2097287.000000 Penalty: 4830.088867
	Iteration 25Q: 3 clusters Score -2097287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2097289.250000 Penalty: 4830.088867
	Iteration 26Q: 3 clusters Score -2097289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -2097292.500000 Penalty: 4830.088867
	Iteration 27Q: 3 clusters Score -2097292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2097298.000000 Penalty: 4830.088867
	Iteration 28Q: 3 clusters Score -2097298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2097304.000000 Penalty: 4830.088867
	Iteration 29Q: 3 clusters Score -2097304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2097301.750000 Penalty: 4830.088867
	Iteration 30Q: 3 clusters Score -2097302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2097299.500000 Penalty: 4830.088867
	Iteration 31Q: 3 clusters Score -2097300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2097301.000000 Penalty: 4830.088867
	Iteration 32Q: 3 clusters Score -2097301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2097302.000000 Penalty: 4830.088867
	Iteration 33Q: 3 clusters Score -2097302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2097302.500000 Penalty: 4830.088867
	Iteration 34Q: 3 clusters Score -2097302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2097303.000000 Penalty: 4830.088867
	Iteration 35Q: 3 clusters Score -2097303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2097300.250000 Penalty: 4830.088867
	Iteration 36Q: 3 clusters Score -2097300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2097301.750000 Penalty: 4830.088867
	Iteration 37Q: 3 clusters Score -2097302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2097301.750000 Penalty: 4830.088867
	Iteration 38F: 3 clusters Score -2097302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (130631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130631 members 
Entering Unmasked Estep 
Score: -16531078.000000 Penalty: 2921.472900
	Iteration 0F: 2 clusters Score -1.653108e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65280 members 
Mstep: Class 2 contains 65351 members 
Entering Unmasked Estep 
Score: -16443421.000000 Penalty: 5842.945801
	Iteration 0F: 3 clusters Score -1.644342e+07 nChanged 62215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65073 members 
Mstep: Class 2 contains 65558 members 
Entering Unmasked Estep 
Score: -16478730.000000 Penalty: 5842.945801
	Iteration 1F: 3 clusters Score -1.647873e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65088 members 
Mstep: Class 2 contains 65543 members 
Entering Unmasked Estep 
Score: -16479351.000000 Penalty: 5842.945801
	Iteration 2Q: 3 clusters Score -1.647935e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65042 members 
Mstep: Class 2 contains 65589 members 
Entering Unmasked Estep 
Score: -16480064.000000 Penalty: 5842.945801
	Iteration 3Q: 3 clusters Score -1.648006e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64929 members 
Mstep: Class 2 contains 65702 members 
Entering Unmasked Estep 
Score: -16480680.000000 Penalty: 5842.945801
	Iteration 4Q: 3 clusters Score -1.648068e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64767 members 
Mstep: Class 2 contains 65864 members 
Entering Unmasked Estep 
Score: -16481420.000000 Penalty: 5842.945801
	Iteration 5Q: 3 clusters Score -1.648142e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64599 members 
Mstep: Class 2 contains 66032 members 
Entering Unmasked Estep 
Score: -16482222.000000 Penalty: 5842.945801
	Iteration 6Q: 3 clusters Score -1.648222e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64233 members 
Mstep: Class 2 contains 66398 members 
Entering Unmasked Estep 
Score: -16483074.000000 Penalty: 5842.945801
	Iteration 7Q: 3 clusters Score -1.648307e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63633 members 
Mstep: Class 2 contains 66998 members 
Entering Unmasked Estep 
Score: -16483963.000000 Penalty: 5842.945801
	Iteration 8Q: 3 clusters Score -1.648396e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62708 members 
Mstep: Class 2 contains 67923 members 
Entering Unmasked Estep 
Score: -16484958.000000 Penalty: 5842.945801
	Iteration 9Q: 3 clusters Score -1.648496e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61455 members 
Mstep: Class 2 contains 69176 members 
Entering Unmasked Estep 
Score: -16486205.000000 Penalty: 5842.945801
	Iteration 10Q: 3 clusters Score -1.64862e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59640 members 
Mstep: Class 2 contains 70991 members 
Entering Unmasked Estep 
Score: -16487774.000000 Penalty: 5842.945801
	Iteration 11Q: 3 clusters Score -1.648777e+07 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57103 members 
Mstep: Class 2 contains 73528 members 
Entering Unmasked Estep 
Score: -16489978.000000 Penalty: 5842.945801
	Iteration 12Q: 3 clusters Score -1.648998e+07 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53789 members 
Mstep: Class 2 contains 76842 members 
Entering Unmasked Estep 
Score: -16493034.000000 Penalty: 5842.945801
	Iteration 13Q: 3 clusters Score -1.649303e+07 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50030 members 
Mstep: Class 2 contains 80601 members 
Entering Unmasked Estep 
Score: -16496811.000000 Penalty: 5842.945801
	Iteration 14F: 3 clusters Score -1.649681e+07 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46281 members 
Mstep: Class 2 contains 84350 members 
Entering Unmasked Estep 
Score: -16501095.000000 Penalty: 5842.945801
	Iteration 15F: 3 clusters Score -1.65011e+07 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 87531 members 
Entering Unmasked Estep 
Score: -16504738.000000 Penalty: 5842.945801
	Iteration 16Q: 3 clusters Score -1.650474e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 90070 members 
Entering Unmasked Estep 
Score: -16506935.000000 Penalty: 5842.945801
	Iteration 17Q: 3 clusters Score -1.650694e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38259 members 
Mstep: Class 2 contains 92372 members 
Entering Unmasked Estep 
Score: -16508200.000000 Penalty: 5842.945801
	Iteration 18Q: 3 clusters Score -1.65082e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 94752 members 
Entering Unmasked Estep 
Score: -16509028.000000 Penalty: 5842.945801
	Iteration 19Q: 3 clusters Score -1.650903e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 97138 members 
Entering Unmasked Estep 
Score: -16509808.000000 Penalty: 5842.945801
	Iteration 20F: 3 clusters Score -1.650981e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 99609 members 
Entering Unmasked Estep 
Score: -16510611.000000 Penalty: 5842.945801
	Iteration 21Q: 3 clusters Score -1.651061e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 102200 members 
Entering Unmasked Estep 
Score: -16511668.000000 Penalty: 5842.945801
	Iteration 22Q: 3 clusters Score -1.651167e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 104878 members 
Entering Unmasked Estep 
Score: -16512748.000000 Penalty: 5842.945801
	Iteration 23Q: 3 clusters Score -1.651275e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 107600 members 
Entering Unmasked Estep 
Score: -16513993.000000 Penalty: 5842.945801
	Iteration 24Q: 3 clusters Score -1.651399e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 110422 members 
Entering Unmasked Estep 
Score: -16515376.000000 Penalty: 5842.945801
	Iteration 25Q: 3 clusters Score -1.651538e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 113228 members 
Entering Unmasked Estep 
Score: -16516875.000000 Penalty: 5842.945801
	Iteration 26Q: 3 clusters Score -1.651688e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 115947 members 
Entering Unmasked Estep 
Score: -16518342.000000 Penalty: 5842.945801
	Iteration 27Q: 3 clusters Score -1.651834e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 118526 members 
Entering Unmasked Estep 
Score: -16519864.000000 Penalty: 5842.945801
	Iteration 28Q: 3 clusters Score -1.651986e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 120896 members 
Entering Unmasked Estep 
Score: -16521428.000000 Penalty: 5842.945801
	Iteration 29Q: 3 clusters Score -1.652143e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 123030 members 
Entering Unmasked Estep 
Score: -16522877.000000 Penalty: 5842.945801
	Iteration 30Q: 3 clusters Score -1.652288e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 124917 members 
Entering Unmasked Estep 
Score: -16524221.000000 Penalty: 5842.945801
	Iteration 31Q: 3 clusters Score -1.652422e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 126523 members 
Entering Unmasked Estep 
Score: -16525460.000000 Penalty: 5842.945801
	Iteration 32Q: 3 clusters Score -1.652546e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 127793 members 
Entering Unmasked Estep 
Score: -16526376.000000 Penalty: 5842.945801
	Iteration 33Q: 3 clusters Score -1.652638e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 128735 members 
Entering Unmasked Estep 
Score: -16527125.000000 Penalty: 5842.945801
	Iteration 34Q: 3 clusters Score -1.652712e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 129376 members 
Entering Unmasked Estep 
Score: -16527635.000000 Penalty: 5842.945801
	Iteration 35Q: 3 clusters Score -1.652764e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 129779 members 
Entering Unmasked Estep 
Score: -16527950.000000 Penalty: 5842.945801
	Iteration 36Q: 3 clusters Score -1.652795e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 129992 members 
Entering Unmasked Estep 
Score: -16528124.000000 Penalty: 5842.945801
	Iteration 37Q: 3 clusters Score -1.652812e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 130123 members 
Entering Unmasked Estep 
Score: -16528236.000000 Penalty: 5842.945801
	Iteration 38Q: 3 clusters Score -1.652824e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 130186 members 
Entering Unmasked Estep 
Score: -16528324.000000 Penalty: 5842.945801
	Iteration 39Q: 3 clusters Score -1.652832e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 130226 members 
Entering Unmasked Estep 
Score: -16528398.000000 Penalty: 5842.945801
	Iteration 40F: 3 clusters Score -1.65284e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 130249 members 
Entering Unmasked Estep 
Score: -16528425.000000 Penalty: 5842.945801
	Iteration 41Q: 3 clusters Score -1.652842e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 130262 members 
Entering Unmasked Estep 
Score: -16528441.000000 Penalty: 5842.945801
	Iteration 42Q: 3 clusters Score -1.652844e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 130274 members 
Entering Unmasked Estep 
Score: -16528451.000000 Penalty: 5842.945801
	Iteration 43Q: 3 clusters Score -1.652845e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 130287 members 
Entering Unmasked Estep 
Score: -16528468.000000 Penalty: 5842.945801
	Iteration 44Q: 3 clusters Score -1.652847e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 130291 members 
Entering Unmasked Estep 
Score: -16528458.000000 Penalty: 5842.945801
	Iteration 45Q: 3 clusters Score -1.652846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 130300 members 
Entering Unmasked Estep 
Score: -16528484.000000 Penalty: 5842.945801
	Iteration 46Q: 3 clusters Score -1.652848e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 130305 members 
Entering Unmasked Estep 
Score: -16528491.000000 Penalty: 5842.945801
	Iteration 47Q: 3 clusters Score -1.652849e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 130309 members 
Entering Unmasked Estep 
Score: -16528501.000000 Penalty: 5842.945801
	Iteration 48Q: 3 clusters Score -1.65285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 130308 members 
Entering Unmasked Estep 
Score: -16528512.000000 Penalty: 5842.945801
	Iteration 49Q: 3 clusters Score -1.652851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 130308 members 
Entering Unmasked Estep 
Score: -16528498.000000 Penalty: 5842.945801
	Iteration 50Q: 3 clusters Score -1.65285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 130307 members 
Entering Unmasked Estep 
Score: -16528504.000000 Penalty: 5842.945801
	Iteration 51Q: 3 clusters Score -1.65285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 130309 members 
Entering Unmasked Estep 
Score: -16528509.000000 Penalty: 5842.945801
	Iteration 52Q: 3 clusters Score -1.652851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 130311 members 
Entering Unmasked Estep 
Score: -16528504.000000 Penalty: 5842.945801
	Iteration 53Q: 3 clusters Score -1.65285e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 130311 members 
Entering Unmasked Estep 
Score: -16528504.000000 Penalty: 5842.945801
	Iteration 54F: 3 clusters Score -1.65285e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (94974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94974 members 
Entering Unmasked Estep 
Score: -12210380.000000 Penalty: 2842.416748
	Iteration 0F: 2 clusters Score -1.221038e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47383 members 
Mstep: Class 2 contains 47591 members 
Entering Unmasked Estep 
Score: -12146833.000000 Penalty: 5684.833496
	Iteration 0F: 3 clusters Score -1.214683e+07 nChanged 44663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47502 members 
Mstep: Class 2 contains 47472 members 
Entering Unmasked Estep 
Score: -12172409.000000 Penalty: 5684.833496
	Iteration 1F: 3 clusters Score -1.217241e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47443 members 
Mstep: Class 2 contains 47531 members 
Entering Unmasked Estep 
Score: -12172956.000000 Penalty: 5684.833496
	Iteration 2Q: 3 clusters Score -1.217296e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47322 members 
Mstep: Class 2 contains 47652 members 
Entering Unmasked Estep 
Score: -12173453.000000 Penalty: 5684.833496
	Iteration 3Q: 3 clusters Score -1.217345e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47156 members 
Mstep: Class 2 contains 47818 members 
Entering Unmasked Estep 
Score: -12173951.000000 Penalty: 5684.833496
	Iteration 4Q: 3 clusters Score -1.217395e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 48124 members 
Entering Unmasked Estep 
Score: -12174510.000000 Penalty: 5684.833496
	Iteration 5Q: 3 clusters Score -1.217451e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46398 members 
Mstep: Class 2 contains 48576 members 
Entering Unmasked Estep 
Score: -12175310.000000 Penalty: 5684.833496
	Iteration 6Q: 3 clusters Score -1.217531e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 49313 members 
Entering Unmasked Estep 
Score: -12176236.000000 Penalty: 5684.833496
	Iteration 7Q: 3 clusters Score -1.217624e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44562 members 
Mstep: Class 2 contains 50412 members 
Entering Unmasked Estep 
Score: -12177182.000000 Penalty: 5684.833496
	Iteration 8Q: 3 clusters Score -1.217718e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 52004 members 
Entering Unmasked Estep 
Score: -12178704.000000 Penalty: 5684.833496
	Iteration 9Q: 3 clusters Score -1.21787e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40715 members 
Mstep: Class 2 contains 54259 members 
Entering Unmasked Estep 
Score: -12180729.000000 Penalty: 5684.833496
	Iteration 10Q: 3 clusters Score -1.218073e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 57161 members 
Entering Unmasked Estep 
Score: -12183441.000000 Penalty: 5684.833496
	Iteration 11F: 3 clusters Score -1.218344e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 60338 members 
Entering Unmasked Estep 
Score: -12186516.000000 Penalty: 5684.833496
	Iteration 12F: 3 clusters Score -1.218652e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 63477 members 
Entering Unmasked Estep 
Score: -12189822.000000 Penalty: 5684.833496
	Iteration 13F: 3 clusters Score -1.218982e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 66276 members 
Entering Unmasked Estep 
Score: -12192722.000000 Penalty: 5684.833496
	Iteration 14Q: 3 clusters Score -1.219272e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 68571 members 
Entering Unmasked Estep 
Score: -12194696.000000 Penalty: 5684.833496
	Iteration 15Q: 3 clusters Score -1.21947e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 70567 members 
Entering Unmasked Estep 
Score: -12195937.000000 Penalty: 5684.833496
	Iteration 16Q: 3 clusters Score -1.219594e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 72356 members 
Entering Unmasked Estep 
Score: -12196821.000000 Penalty: 5684.833496
	Iteration 17Q: 3 clusters Score -1.219682e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 74083 members 
Entering Unmasked Estep 
Score: -12197645.000000 Penalty: 5684.833496
	Iteration 18Q: 3 clusters Score -1.219764e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 75725 members 
Entering Unmasked Estep 
Score: -12198368.000000 Penalty: 5684.833496
	Iteration 19Q: 3 clusters Score -1.219837e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 77335 members 
Entering Unmasked Estep 
Score: -12199151.000000 Penalty: 5684.833496
	Iteration 20F: 3 clusters Score -1.219915e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 78894 members 
Entering Unmasked Estep 
Score: -12199829.000000 Penalty: 5684.833496
	Iteration 21Q: 3 clusters Score -1.219983e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 80450 members 
Entering Unmasked Estep 
Score: -12200576.000000 Penalty: 5684.833496
	Iteration 22Q: 3 clusters Score -1.220058e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 81936 members 
Entering Unmasked Estep 
Score: -12201327.000000 Penalty: 5684.833496
	Iteration 23Q: 3 clusters Score -1.220133e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 83264 members 
Entering Unmasked Estep 
Score: -12201809.000000 Penalty: 5684.833496
	Iteration 24Q: 3 clusters Score -1.220181e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 84540 members 
Entering Unmasked Estep 
Score: -12202333.000000 Penalty: 5684.833496
	Iteration 25Q: 3 clusters Score -1.220233e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 85717 members 
Entering Unmasked Estep 
Score: -12202954.000000 Penalty: 5684.833496
	Iteration 26Q: 3 clusters Score -1.220295e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 86835 members 
Entering Unmasked Estep 
Score: -12203510.000000 Penalty: 5684.833496
	Iteration 27Q: 3 clusters Score -1.220351e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 87912 members 
Entering Unmasked Estep 
Score: -12204043.000000 Penalty: 5684.833496
	Iteration 28Q: 3 clusters Score -1.220404e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 88916 members 
Entering Unmasked Estep 
Score: -12204601.000000 Penalty: 5684.833496
	Iteration 29Q: 3 clusters Score -1.22046e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 89846 members 
Entering Unmasked Estep 
Score: -12205110.000000 Penalty: 5684.833496
	Iteration 30Q: 3 clusters Score -1.220511e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 90679 members 
Entering Unmasked Estep 
Score: -12205571.000000 Penalty: 5684.833496
	Iteration 31Q: 3 clusters Score -1.220557e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 91423 members 
Entering Unmasked Estep 
Score: -12206016.000000 Penalty: 5684.833496
	Iteration 32Q: 3 clusters Score -1.220602e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 92088 members 
Entering Unmasked Estep 
Score: -12206377.000000 Penalty: 5684.833496
	Iteration 33Q: 3 clusters Score -1.220638e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 92649 members 
Entering Unmasked Estep 
Score: -12206699.000000 Penalty: 5684.833496
	Iteration 34Q: 3 clusters Score -1.22067e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 93097 members 
Entering Unmasked Estep 
Score: -12206956.000000 Penalty: 5684.833496
	Iteration 35Q: 3 clusters Score -1.220696e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 93453 members 
Entering Unmasked Estep 
Score: -12207157.000000 Penalty: 5684.833496
	Iteration 36Q: 3 clusters Score -1.220716e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 93722 members 
Entering Unmasked Estep 
Score: -12207335.000000 Penalty: 5684.833496
	Iteration 37Q: 3 clusters Score -1.220734e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 93919 members 
Entering Unmasked Estep 
Score: -12207430.000000 Penalty: 5684.833496
	Iteration 38Q: 3 clusters Score -1.220743e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 94069 members 
Entering Unmasked Estep 
Score: -12207549.000000 Penalty: 5684.833496
	Iteration 39Q: 3 clusters Score -1.220755e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 94193 members 
Entering Unmasked Estep 
Score: -12207643.000000 Penalty: 5684.833496
	Iteration 40F: 3 clusters Score -1.220764e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 94285 members 
Entering Unmasked Estep 
Score: -12207713.000000 Penalty: 5684.833496
	Iteration 41Q: 3 clusters Score -1.220771e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 94349 members 
Entering Unmasked Estep 
Score: -12207789.000000 Penalty: 5684.833496
	Iteration 42Q: 3 clusters Score -1.220779e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 94387 members 
Entering Unmasked Estep 
Score: -12207797.000000 Penalty: 5684.833496
	Iteration 43Q: 3 clusters Score -1.22078e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 94426 members 
Entering Unmasked Estep 
Score: -12207832.000000 Penalty: 5684.833496
	Iteration 44Q: 3 clusters Score -1.220783e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 94450 members 
Entering Unmasked Estep 
Score: -12207849.000000 Penalty: 5684.833496
	Iteration 45Q: 3 clusters Score -1.220785e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 94470 members 
Entering Unmasked Estep 
Score: -12207859.000000 Penalty: 5684.833496
	Iteration 46Q: 3 clusters Score -1.220786e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 94486 members 
Entering Unmasked Estep 
Score: -12207873.000000 Penalty: 5684.833496
	Iteration 47Q: 3 clusters Score -1.220787e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 94497 members 
Entering Unmasked Estep 
Score: -12207896.000000 Penalty: 5684.833496
	Iteration 48Q: 3 clusters Score -1.22079e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 94508 members 
Entering Unmasked Estep 
Score: -12207902.000000 Penalty: 5684.833496
	Iteration 49Q: 3 clusters Score -1.22079e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 94512 members 
Entering Unmasked Estep 
Score: -12207915.000000 Penalty: 5684.833496
	Iteration 50Q: 3 clusters Score -1.220792e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 94522 members 
Entering Unmasked Estep 
Score: -12207908.000000 Penalty: 5684.833496
	Iteration 51Q: 3 clusters Score -1.220791e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 94530 members 
Entering Unmasked Estep 
Score: -12207907.000000 Penalty: 5684.833496
	Iteration 52Q: 3 clusters Score -1.220791e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 94534 members 
Entering Unmasked Estep 
Score: -12207919.000000 Penalty: 5684.833496
	Iteration 53Q: 3 clusters Score -1.220792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 94539 members 
Entering Unmasked Estep 
Score: -12207919.000000 Penalty: 5684.833496
	Iteration 54Q: 3 clusters Score -1.220792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 94544 members 
Entering Unmasked Estep 
Score: -12207918.000000 Penalty: 5684.833496
	Iteration 55Q: 3 clusters Score -1.220792e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 94548 members 
Entering Unmasked Estep 
Score: -12207915.000000 Penalty: 5684.833496
	Iteration 56Q: 3 clusters Score -1.220792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 94550 members 
Entering Unmasked Estep 
Score: -12207914.000000 Penalty: 5684.833496
	Iteration 57Q: 3 clusters Score -1.220791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 94549 members 
Entering Unmasked Estep 
Score: -12207916.000000 Penalty: 5684.833496
	Iteration 58Q: 3 clusters Score -1.220792e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 94549 members 
Entering Unmasked Estep 
Score: -12207916.000000 Penalty: 5684.833496
	Iteration 59F: 3 clusters Score -1.220792e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Entering Unmasked Estep 
Score: -723285.375000 Penalty: 2143.450195
	Iteration 0F: 2 clusters Score -723285.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -718361.375000 Penalty: 4286.900391
	Iteration 0F: 3 clusters Score -718361.4 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -719511.812500 Penalty: 4286.900391
	Iteration 1F: 3 clusters Score -719511.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -719754.937500 Penalty: 4286.900391
	Iteration 2F: 3 clusters Score -719754.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -719937.500000 Penalty: 4286.900391
	Iteration 3F: 3 clusters Score -719937.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -720091.187500 Penalty: 4286.900391
	Iteration 4Q: 3 clusters Score -720091.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -720199.562500 Penalty: 4286.900391
	Iteration 5Q: 3 clusters Score -720199.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -720287.437500 Penalty: 4286.900391
	Iteration 6Q: 3 clusters Score -720287.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -720374.000000 Penalty: 4286.900391
	Iteration 7Q: 3 clusters Score -720374 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -720466.937500 Penalty: 4286.900391
	Iteration 8Q: 3 clusters Score -720466.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -720578.500000 Penalty: 4286.900391
	Iteration 9Q: 3 clusters Score -720578.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -720700.187500 Penalty: 4286.900391
	Iteration 10Q: 3 clusters Score -720700.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -720811.937500 Penalty: 4286.900391
	Iteration 11Q: 3 clusters Score -720811.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -720915.687500 Penalty: 4286.900391
	Iteration 12Q: 3 clusters Score -720915.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -720999.375000 Penalty: 4286.900391
	Iteration 13Q: 3 clusters Score -720999.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -721072.562500 Penalty: 4286.900391
	Iteration 14Q: 3 clusters Score -721072.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -721142.187500 Penalty: 4286.900391
	Iteration 15Q: 3 clusters Score -721142.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -721192.125000 Penalty: 4286.900391
	Iteration 16Q: 3 clusters Score -721192.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -721225.187500 Penalty: 4286.900391
	Iteration 17Q: 3 clusters Score -721225.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -721259.000000 Penalty: 4286.900391
	Iteration 18Q: 3 clusters Score -721259 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -721290.562500 Penalty: 4286.900391
	Iteration 19Q: 3 clusters Score -721290.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -721314.250000 Penalty: 4286.900391
	Iteration 20F: 3 clusters Score -721314.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -721332.000000 Penalty: 4286.900391
	Iteration 21Q: 3 clusters Score -721332 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -721348.125000 Penalty: 4286.900391
	Iteration 22Q: 3 clusters Score -721348.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -721357.375000 Penalty: 4286.900391
	Iteration 23Q: 3 clusters Score -721357.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -721364.625000 Penalty: 4286.900391
	Iteration 24Q: 3 clusters Score -721364.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -721366.750000 Penalty: 4286.900391
	Iteration 25Q: 3 clusters Score -721366.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -721371.750000 Penalty: 4286.900391
	Iteration 26Q: 3 clusters Score -721371.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -721374.062500 Penalty: 4286.900391
	Iteration 27Q: 3 clusters Score -721374.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -721376.000000 Penalty: 4286.900391
	Iteration 28Q: 3 clusters Score -721376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -721377.625000 Penalty: 4286.900391
	Iteration 29Q: 3 clusters Score -721377.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -721378.562500 Penalty: 4286.900391
	Iteration 30Q: 3 clusters Score -721378.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -721378.562500 Penalty: 4286.900391
	Iteration 31F: 3 clusters Score -721378.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Entering Unmasked Estep 
Score: -652914.750000 Penalty: 2114.535156
	Iteration 0F: 2 clusters Score -652914.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -648350.750000 Penalty: 4229.070312
	Iteration 0F: 3 clusters Score -648350.8 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -649440.125000 Penalty: 4229.070312
	Iteration 1F: 3 clusters Score -649440.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -649682.812500 Penalty: 4229.070312
	Iteration 2F: 3 clusters Score -649682.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -649820.750000 Penalty: 4229.070312
	Iteration 3Q: 3 clusters Score -649820.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -649905.125000 Penalty: 4229.070312
	Iteration 4Q: 3 clusters Score -649905.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -649965.437500 Penalty: 4229.070312
	Iteration 5Q: 3 clusters Score -649965.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -650014.750000 Penalty: 4229.070312
	Iteration 6Q: 3 clusters Score -650014.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -650051.750000 Penalty: 4229.070312
	Iteration 7Q: 3 clusters Score -650051.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -650078.312500 Penalty: 4229.070312
	Iteration 8Q: 3 clusters Score -650078.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -650109.375000 Penalty: 4229.070312
	Iteration 9Q: 3 clusters Score -650109.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -650128.875000 Penalty: 4229.070312
	Iteration 10Q: 3 clusters Score -650128.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -650143.875000 Penalty: 4229.070312
	Iteration 11Q: 3 clusters Score -650143.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -650156.187500 Penalty: 4229.070312
	Iteration 12Q: 3 clusters Score -650156.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -650167.250000 Penalty: 4229.070312
	Iteration 13Q: 3 clusters Score -650167.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -650176.625000 Penalty: 4229.070312
	Iteration 14Q: 3 clusters Score -650176.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -650182.500000 Penalty: 4229.070312
	Iteration 15Q: 3 clusters Score -650182.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -650188.000000 Penalty: 4229.070312
	Iteration 16Q: 3 clusters Score -650188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -650190.375000 Penalty: 4229.070312
	Iteration 17Q: 3 clusters Score -650190.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -650196.562500 Penalty: 4229.070312
	Iteration 18Q: 3 clusters Score -650196.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -650201.875000 Penalty: 4229.070312
	Iteration 19Q: 3 clusters Score -650201.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -650207.750000 Penalty: 4229.070312
	Iteration 20F: 3 clusters Score -650207.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -650215.562500 Penalty: 4229.070312
	Iteration 21Q: 3 clusters Score -650215.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -650224.625000 Penalty: 4229.070312
	Iteration 22Q: 3 clusters Score -650224.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -650235.437500 Penalty: 4229.070312
	Iteration 23Q: 3 clusters Score -650235.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -650239.375000 Penalty: 4229.070312
	Iteration 24Q: 3 clusters Score -650239.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -650248.125000 Penalty: 4229.070312
	Iteration 25Q: 3 clusters Score -650248.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -650255.375000 Penalty: 4229.070312
	Iteration 26Q: 3 clusters Score -650255.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -650263.687500 Penalty: 4229.070312
	Iteration 27Q: 3 clusters Score -650263.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -650272.500000 Penalty: 4229.070312
	Iteration 28Q: 3 clusters Score -650272.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -650283.625000 Penalty: 4229.070312
	Iteration 29Q: 3 clusters Score -650283.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -650292.500000 Penalty: 4229.070312
	Iteration 30Q: 3 clusters Score -650292.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -650300.000000 Penalty: 4229.070312
	Iteration 31Q: 3 clusters Score -650300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -650307.062500 Penalty: 4229.070312
	Iteration 32Q: 3 clusters Score -650307.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -650314.500000 Penalty: 4229.070312
	Iteration 33Q: 3 clusters Score -650314.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -650324.312500 Penalty: 4229.070312
	Iteration 34Q: 3 clusters Score -650324.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -650331.875000 Penalty: 4229.070312
	Iteration 35Q: 3 clusters Score -650331.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -650340.437500 Penalty: 4229.070312
	Iteration 36Q: 3 clusters Score -650340.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -650348.812500 Penalty: 4229.070312
	Iteration 37Q: 3 clusters Score -650348.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -650352.437500 Penalty: 4229.070312
	Iteration 38Q: 3 clusters Score -650352.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -650357.750000 Penalty: 4229.070312
	Iteration 39Q: 3 clusters Score -650357.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -650361.687500 Penalty: 4229.070312
	Iteration 40F: 3 clusters Score -650361.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -650366.187500 Penalty: 4229.070312
	Iteration 41Q: 3 clusters Score -650366.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -650368.937500 Penalty: 4229.070312
	Iteration 42Q: 3 clusters Score -650368.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -650370.937500 Penalty: 4229.070312
	Iteration 43Q: 3 clusters Score -650370.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -650371.437500 Penalty: 4229.070312
	Iteration 44Q: 3 clusters Score -650371.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -650373.187500 Penalty: 4229.070312
	Iteration 45Q: 3 clusters Score -650373.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -650373.937500 Penalty: 4229.070312
	Iteration 46Q: 3 clusters Score -650373.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -650376.375000 Penalty: 4229.070312
	Iteration 47Q: 3 clusters Score -650376.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -650379.062500 Penalty: 4229.070312
	Iteration 48Q: 3 clusters Score -650379.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -650379.750000 Penalty: 4229.070312
	Iteration 49Q: 3 clusters Score -650379.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -650378.625000 Penalty: 4229.070312
	Iteration 50Q: 3 clusters Score -650378.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -650378.437500 Penalty: 4229.070312
	Iteration 51Q: 3 clusters Score -650378.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -650379.875000 Penalty: 4229.070312
	Iteration 52Q: 3 clusters Score -650379.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -650379.812500 Penalty: 4229.070312
	Iteration 53Q: 3 clusters Score -650379.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -650381.625000 Penalty: 4229.070312
	Iteration 54Q: 3 clusters Score -650381.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -650381.500000 Penalty: 4229.070312
	Iteration 55Q: 3 clusters Score -650381.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -650382.437500 Penalty: 4229.070312
	Iteration 56Q: 3 clusters Score -650382.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -650382.437500 Penalty: 4229.070312
	Iteration 57F: 3 clusters Score -650382.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Entering Unmasked Estep 
Score: -134614.562500 Penalty: 1731.750000
	Iteration 0F: 2 clusters Score -134614.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -132621.562500 Penalty: 3463.500000
	Iteration 0F: 3 clusters Score -132621.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -132909.359375 Penalty: 3463.500000
	Iteration 1F: 3 clusters Score -132909.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -132993.343750 Penalty: 3463.500000
	Iteration 2F: 3 clusters Score -132993.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -133061.390625 Penalty: 3463.500000
	Iteration 3Q: 3 clusters Score -133061.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -133125.390625 Penalty: 3463.500000
	Iteration 4Q: 3 clusters Score -133125.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -133197.093750 Penalty: 3463.500000
	Iteration 5Q: 3 clusters Score -133197.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -133324.953125 Penalty: 3463.500000
	Iteration 6Q: 3 clusters Score -133325 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -133501.281250 Penalty: 3463.500000
	Iteration 7Q: 3 clusters Score -133501.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -133616.421875 Penalty: 3463.500000
	Iteration 8F: 3 clusters Score -133616.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -133700.515625 Penalty: 3463.500000
	Iteration 9Q: 3 clusters Score -133700.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -133757.671875 Penalty: 3463.500000
	Iteration 10Q: 3 clusters Score -133757.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -133820.515625 Penalty: 3463.500000
	Iteration 11Q: 3 clusters Score -133820.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -133879.625000 Penalty: 3463.500000
	Iteration 12Q: 3 clusters Score -133879.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -133912.750000 Penalty: 3463.500000
	Iteration 13Q: 3 clusters Score -133912.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -133935.515625 Penalty: 3463.500000
	Iteration 14Q: 3 clusters Score -133935.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -133956.765625 Penalty: 3463.500000
	Iteration 15Q: 3 clusters Score -133956.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -133960.750000 Penalty: 3463.500000
	Iteration 16Q: 3 clusters Score -133960.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -133962.656250 Penalty: 3463.500000
	Iteration 17Q: 3 clusters Score -133962.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -133964.859375 Penalty: 3463.500000
	Iteration 18Q: 3 clusters Score -133964.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -133964.859375 Penalty: 3463.500000
	Iteration 19F: 3 clusters Score -133964.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Entering Unmasked Estep 
Score: -228089.281250 Penalty: 1863.129150
	Iteration 0F: 2 clusters Score -228089.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -225610.609375 Penalty: 3726.258301
	Iteration 0F: 3 clusters Score -225610.6 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -226113.437500 Penalty: 3726.258301
	Iteration 1F: 3 clusters Score -226113.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -226269.718750 Penalty: 3726.258301
	Iteration 2F: 3 clusters Score -226269.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -226406.078125 Penalty: 3726.258301
	Iteration 3F: 3 clusters Score -226406.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -226505.031250 Penalty: 3726.258301
	Iteration 4Q: 3 clusters Score -226505 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -226629.609375 Penalty: 3726.258301
	Iteration 5Q: 3 clusters Score -226629.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -226901.343750 Penalty: 3726.258301
	Iteration 6Q: 3 clusters Score -226901.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -227127.953125 Penalty: 3726.258301
	Iteration 7Q: 3 clusters Score -227128 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -227205.531250 Penalty: 3726.258301
	Iteration 8Q: 3 clusters Score -227205.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -227256.171875 Penalty: 3726.258301
	Iteration 9Q: 3 clusters Score -227256.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -227293.468750 Penalty: 3726.258301
	Iteration 10Q: 3 clusters Score -227293.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -227335.312500 Penalty: 3726.258301
	Iteration 11Q: 3 clusters Score -227335.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -227371.500000 Penalty: 3726.258301
	Iteration 12Q: 3 clusters Score -227371.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -227415.609375 Penalty: 3726.258301
	Iteration 13Q: 3 clusters Score -227415.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -227466.890625 Penalty: 3726.258301
	Iteration 14Q: 3 clusters Score -227466.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -227521.812500 Penalty: 3726.258301
	Iteration 15Q: 3 clusters Score -227521.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -227563.843750 Penalty: 3726.258301
	Iteration 16Q: 3 clusters Score -227563.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -227598.203125 Penalty: 3726.258301
	Iteration 17Q: 3 clusters Score -227598.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -227640.765625 Penalty: 3726.258301
	Iteration 18Q: 3 clusters Score -227640.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -227680.046875 Penalty: 3726.258301
	Iteration 19Q: 3 clusters Score -227680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -227705.843750 Penalty: 3726.258301
	Iteration 20F: 3 clusters Score -227705.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -227731.687500 Penalty: 3726.258301
	Iteration 21Q: 3 clusters Score -227731.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -227743.265625 Penalty: 3726.258301
	Iteration 22Q: 3 clusters Score -227743.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -227756.171875 Penalty: 3726.258301
	Iteration 23Q: 3 clusters Score -227756.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -227768.609375 Penalty: 3726.258301
	Iteration 24Q: 3 clusters Score -227768.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -227772.484375 Penalty: 3726.258301
	Iteration 25Q: 3 clusters Score -227772.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -227773.171875 Penalty: 3726.258301
	Iteration 26Q: 3 clusters Score -227773.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -227775.140625 Penalty: 3726.258301
	Iteration 27Q: 3 clusters Score -227775.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -227775.140625 Penalty: 3726.258301
	Iteration 28F: 3 clusters Score -227775.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -102643.890625 Penalty: 1699.879883
	Iteration 0F: 2 clusters Score -102643.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -100769.039062 Penalty: 3399.759766
	Iteration 0F: 3 clusters Score -100769 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -101134.468750 Penalty: 3399.759766
	Iteration 1F: 3 clusters Score -101134.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -101453.125000 Penalty: 3399.759766
	Iteration 2F: 3 clusters Score -101453.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -101706.710938 Penalty: 3399.759766
	Iteration 3F: 3 clusters Score -101706.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -101875.000000 Penalty: 3399.759766
	Iteration 4F: 3 clusters Score -101875 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -101930.851562 Penalty: 3399.759766
	Iteration 5Q: 3 clusters Score -101930.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -101956.296875 Penalty: 3399.759766
	Iteration 6Q: 3 clusters Score -101956.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -101973.851562 Penalty: 3399.759766
	Iteration 7Q: 3 clusters Score -101973.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -101984.773438 Penalty: 3399.759766
	Iteration 8Q: 3 clusters Score -101984.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -101998.671875 Penalty: 3399.759766
	Iteration 9Q: 3 clusters Score -101998.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -102019.320312 Penalty: 3399.759766
	Iteration 10Q: 3 clusters Score -102019.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -102036.640625 Penalty: 3399.759766
	Iteration 11Q: 3 clusters Score -102036.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -102067.546875 Penalty: 3399.759766
	Iteration 12Q: 3 clusters Score -102067.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -102111.164062 Penalty: 3399.759766
	Iteration 13Q: 3 clusters Score -102111.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -102165.687500 Penalty: 3399.759766
	Iteration 14Q: 3 clusters Score -102165.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -102220.929688 Penalty: 3399.759766
	Iteration 15Q: 3 clusters Score -102220.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -102268.984375 Penalty: 3399.759766
	Iteration 16Q: 3 clusters Score -102269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -102295.039062 Penalty: 3399.759766
	Iteration 17Q: 3 clusters Score -102295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -102315.625000 Penalty: 3399.759766
	Iteration 18Q: 3 clusters Score -102315.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -102334.828125 Penalty: 3399.759766
	Iteration 19Q: 3 clusters Score -102334.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -102341.703125 Penalty: 3399.759766
	Iteration 20F: 3 clusters Score -102341.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -102361.460938 Penalty: 3399.759766
	Iteration 21Q: 3 clusters Score -102361.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -102380.148438 Penalty: 3399.759766
	Iteration 22Q: 3 clusters Score -102380.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -102397.156250 Penalty: 3399.759766
	Iteration 23Q: 3 clusters Score -102397.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -102428.101562 Penalty: 3399.759766
	Iteration 24Q: 3 clusters Score -102428.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -102457.007812 Penalty: 3399.759766
	Iteration 25Q: 3 clusters Score -102457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -102534.500000 Penalty: 3399.759766
	Iteration 26Q: 3 clusters Score -102534.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -102940.914062 Penalty: 3399.759766
	Iteration 27Q: 3 clusters Score -102940.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -103017.937500 Penalty: 3399.759766
	Iteration 28Q: 3 clusters Score -103017.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -103086.546875 Penalty: 3399.759766
	Iteration 29Q: 3 clusters Score -103086.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -103143.718750 Penalty: 3399.759766
	Iteration 30Q: 3 clusters Score -103143.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -103206.718750 Penalty: 3399.759766
	Iteration 31Q: 3 clusters Score -103206.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -103258.757812 Penalty: 3399.759766
	Iteration 32Q: 3 clusters Score -103258.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -103332.398438 Penalty: 3399.759766
	Iteration 33Q: 3 clusters Score -103332.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -103376.851562 Penalty: 3399.759766
	Iteration 34Q: 3 clusters Score -103376.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -103387.898438 Penalty: 3399.759766
	Iteration 35Q: 3 clusters Score -103387.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -103396.101562 Penalty: 3399.759766
	Iteration 36Q: 3 clusters Score -103396.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -103396.101562 Penalty: 3399.759766
	Iteration 37F: 3 clusters Score -103396.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 21226 members 
Mstep: Class 3 contains 4389 members 
Mstep: Class 4 contains 3954 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8870 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 142466 members 
Mstep: Class 11 contains 16951 members 
Mstep: Class 12 contains 130631 members 
Mstep: Class 13 contains 639 members 
Mstep: Class 16 contains 94974 members 
Mstep: Class 17 contains 5670 members 
Mstep: Class 18 contains 5046 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 309 members 
Entering Unmasked Estep 
Score: -57705244.000000 Penalty: 61452.480469
Splitting cluster 22 changes total score from -57706044.000000 to -57705244.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 21226 members 
Mstep: Class 3 contains 4389 members 
Mstep: Class 4 contains 3954 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8870 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 142466 members 
Mstep: Class 11 contains 16951 members 
Mstep: Class 12 contains 130631 members 
Mstep: Class 16 contains 94974 members 
Mstep: Class 17 contains 5670 members 
Mstep: Class 18 contains 5046 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706048.000000 Penalty: 58218.136719
Iteration 119Q: 19 clusters Score -5.770605e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 21426 members 
Mstep: Class 3 contains 4386 members 
Mstep: Class 4 contains 3938 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8872 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 142069 members 
Mstep: Class 11 contains 16951 members 
Mstep: Class 12 contains 130804 members 
Mstep: Class 16 contains 94974 members 
Mstep: Class 17 contains 5676 members 
Mstep: Class 18 contains 5052 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57705996.000000 Penalty: 58218.136719
Iteration 120F: 19 clusters Score -5.7706e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 21621 members 
Mstep: Class 3 contains 4388 members 
Mstep: Class 4 contains 3924 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8869 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 141691 members 
Mstep: Class 11 contains 16956 members 
Mstep: Class 12 contains 130967 members 
Mstep: Class 16 contains 94989 members 
Mstep: Class 17 contains 5677 members 
Mstep: Class 18 contains 5047 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 121Q: 19 clusters Score -5.770602e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 21807 members 
Mstep: Class 3 contains 4389 members 
Mstep: Class 4 contains 3912 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8867 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 141370 members 
Mstep: Class 11 contains 16955 members 
Mstep: Class 12 contains 131090 members 
Mstep: Class 16 contains 95011 members 
Mstep: Class 17 contains 5679 members 
Mstep: Class 18 contains 5043 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 122Q: 19 clusters Score -5.770596e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 21963 members 
Mstep: Class 3 contains 4390 members 
Mstep: Class 4 contains 3903 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8863 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 141064 members 
Mstep: Class 11 contains 16954 members 
Mstep: Class 12 contains 131225 members 
Mstep: Class 16 contains 95021 members 
Mstep: Class 17 contains 5684 members 
Mstep: Class 18 contains 5043 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 123Q: 19 clusters Score -5.770598e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 22091 members 
Mstep: Class 3 contains 4390 members 
Mstep: Class 4 contains 3893 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8863 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 140749 members 
Mstep: Class 11 contains 16955 members 
Mstep: Class 12 contains 131364 members 
Mstep: Class 16 contains 95049 members 
Mstep: Class 17 contains 5689 members 
Mstep: Class 18 contains 5052 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 124Q: 19 clusters Score -5.770595e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 22230 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 3875 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8864 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 140488 members 
Mstep: Class 11 contains 16959 members 
Mstep: Class 12 contains 131466 members 
Mstep: Class 16 contains 95077 members 
Mstep: Class 17 contains 5690 members 
Mstep: Class 18 contains 5054 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 125Q: 19 clusters Score -5.770604e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 22355 members 
Mstep: Class 3 contains 4390 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8867 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 140212 members 
Mstep: Class 11 contains 16961 members 
Mstep: Class 12 contains 131568 members 
Mstep: Class 16 contains 95115 members 
Mstep: Class 17 contains 5694 members 
Mstep: Class 18 contains 5059 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 126Q: 19 clusters Score -5.7706e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 22486 members 
Mstep: Class 3 contains 4388 members 
Mstep: Class 4 contains 3847 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8867 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 139939 members 
Mstep: Class 11 contains 16956 members 
Mstep: Class 12 contains 131671 members 
Mstep: Class 16 contains 95152 members 
Mstep: Class 17 contains 5697 members 
Mstep: Class 18 contains 5069 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 127Q: 19 clusters Score -5.770599e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 22634 members 
Mstep: Class 3 contains 4383 members 
Mstep: Class 4 contains 3831 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8867 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 139672 members 
Mstep: Class 11 contains 16949 members 
Mstep: Class 12 contains 131768 members 
Mstep: Class 16 contains 95184 members 
Mstep: Class 17 contains 5703 members 
Mstep: Class 18 contains 5079 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 128Q: 19 clusters Score -5.770599e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 22744 members 
Mstep: Class 3 contains 4382 members 
Mstep: Class 4 contains 3818 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8862 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 139433 members 
Mstep: Class 11 contains 16947 members 
Mstep: Class 12 contains 131873 members 
Mstep: Class 16 contains 95204 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 5087 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 129Q: 19 clusters Score -5.770604e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 22860 members 
Mstep: Class 3 contains 4381 members 
Mstep: Class 4 contains 3804 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8862 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 139184 members 
Mstep: Class 11 contains 16949 members 
Mstep: Class 12 contains 131994 members 
Mstep: Class 16 contains 95215 members 
Mstep: Class 17 contains 5711 members 
Mstep: Class 18 contains 5093 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 130Q: 19 clusters Score -5.770598e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 22962 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 3790 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8865 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 138972 members 
Mstep: Class 11 contains 16949 members 
Mstep: Class 12 contains 132100 members 
Mstep: Class 16 contains 95227 members 
Mstep: Class 17 contains 5712 members 
Mstep: Class 18 contains 5092 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 131Q: 19 clusters Score -5.770602e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 23046 members 
Mstep: Class 3 contains 4377 members 
Mstep: Class 4 contains 3783 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8867 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 138771 members 
Mstep: Class 11 contains 16944 members 
Mstep: Class 12 contains 132180 members 
Mstep: Class 16 contains 95255 members 
Mstep: Class 17 contains 5713 members 
Mstep: Class 18 contains 5099 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 132Q: 19 clusters Score -5.7706e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 23101 members 
Mstep: Class 3 contains 4376 members 
Mstep: Class 4 contains 3766 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8868 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 138593 members 
Mstep: Class 11 contains 16945 members 
Mstep: Class 12 contains 132270 members 
Mstep: Class 16 contains 95282 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 5102 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 133Q: 19 clusters Score -5.770606e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 23149 members 
Mstep: Class 3 contains 4377 members 
Mstep: Class 4 contains 3749 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8869 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 138435 members 
Mstep: Class 11 contains 16942 members 
Mstep: Class 12 contains 132352 members 
Mstep: Class 16 contains 95312 members 
Mstep: Class 17 contains 5719 members 
Mstep: Class 18 contains 5106 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 134Q: 19 clusters Score -5.770614e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 23199 members 
Mstep: Class 3 contains 4376 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8871 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 138300 members 
Mstep: Class 11 contains 16940 members 
Mstep: Class 12 contains 132425 members 
Mstep: Class 16 contains 95324 members 
Mstep: Class 17 contains 5721 members 
Mstep: Class 18 contains 5104 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 135Q: 19 clusters Score -5.770609e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 23248 members 
Mstep: Class 3 contains 4375 members 
Mstep: Class 4 contains 3724 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8868 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 138185 members 
Mstep: Class 11 contains 16936 members 
Mstep: Class 12 contains 132485 members 
Mstep: Class 16 contains 95342 members 
Mstep: Class 17 contains 5722 members 
Mstep: Class 18 contains 5104 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 136Q: 19 clusters Score -5.77062e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 23288 members 
Mstep: Class 3 contains 4377 members 
Mstep: Class 4 contains 3714 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8867 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 138064 members 
Mstep: Class 11 contains 16938 members 
Mstep: Class 12 contains 132551 members 
Mstep: Class 16 contains 95356 members 
Mstep: Class 17 contains 5722 members 
Mstep: Class 18 contains 5106 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 137Q: 19 clusters Score -5.770625e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 23327 members 
Mstep: Class 3 contains 4374 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8869 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 137951 members 
Mstep: Class 11 contains 16936 members 
Mstep: Class 12 contains 132632 members 
Mstep: Class 16 contains 95363 members 
Mstep: Class 17 contains 5722 members 
Mstep: Class 18 contains 5101 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 138Q: 19 clusters Score -5.77062e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 23360 members 
Mstep: Class 3 contains 4374 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8871 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 137837 members 
Mstep: Class 11 contains 16934 members 
Mstep: Class 12 contains 132722 members 
Mstep: Class 16 contains 95377 members 
Mstep: Class 17 contains 5724 members 
Mstep: Class 18 contains 5095 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 139Q: 19 clusters Score -5.770626e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 23392 members 
Mstep: Class 3 contains 4375 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8873 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 137748 members 
Mstep: Class 11 contains 16935 members 
Mstep: Class 12 contains 132782 members 
Mstep: Class 16 contains 95386 members 
Mstep: Class 17 contains 5725 members 
Mstep: Class 18 contains 5091 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 140F: 19 clusters Score -5.77062e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 23423 members 
Mstep: Class 3 contains 4375 members 
Mstep: Class 4 contains 3659 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8875 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 137657 members 
Mstep: Class 11 contains 16932 members 
Mstep: Class 12 contains 132854 members 
Mstep: Class 16 contains 95388 members 
Mstep: Class 17 contains 5725 members 
Mstep: Class 18 contains 5091 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 141Q: 19 clusters Score -5.770619e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 23442 members 
Mstep: Class 3 contains 4375 members 
Mstep: Class 4 contains 3645 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8876 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 137572 members 
Mstep: Class 11 contains 16931 members 
Mstep: Class 12 contains 132929 members 
Mstep: Class 16 contains 95394 members 
Mstep: Class 17 contains 5725 members 
Mstep: Class 18 contains 5089 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 142Q: 19 clusters Score -5.770624e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 23468 members 
Mstep: Class 3 contains 4374 members 
Mstep: Class 4 contains 3626 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8876 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 137496 members 
Mstep: Class 11 contains 16931 members 
Mstep: Class 12 contains 132993 members 
Mstep: Class 16 contains 95402 members 
Mstep: Class 17 contains 5725 members 
Mstep: Class 18 contains 5087 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 143Q: 19 clusters Score -5.770631e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 23485 members 
Mstep: Class 3 contains 4373 members 
Mstep: Class 4 contains 3614 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8876 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 137426 members 
Mstep: Class 11 contains 16932 members 
Mstep: Class 12 contains 133055 members 
Mstep: Class 16 contains 95407 members 
Mstep: Class 17 contains 5725 members 
Mstep: Class 18 contains 5086 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 144Q: 19 clusters Score -5.770628e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 23508 members 
Mstep: Class 3 contains 4373 members 
Mstep: Class 4 contains 3605 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8877 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 137354 members 
Mstep: Class 11 contains 16931 members 
Mstep: Class 12 contains 133116 members 
Mstep: Class 16 contains 95406 members 
Mstep: Class 17 contains 5726 members 
Mstep: Class 18 contains 5084 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 145Q: 19 clusters Score -5.770625e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 23530 members 
Mstep: Class 3 contains 4374 members 
Mstep: Class 4 contains 3588 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8877 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 137295 members 
Mstep: Class 11 contains 16930 members 
Mstep: Class 12 contains 133169 members 
Mstep: Class 16 contains 95404 members 
Mstep: Class 17 contains 5727 members 
Mstep: Class 18 contains 5084 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 146Q: 19 clusters Score -5.770632e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 23553 members 
Mstep: Class 3 contains 4377 members 
Mstep: Class 4 contains 3577 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8876 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 137241 members 
Mstep: Class 11 contains 16928 members 
Mstep: Class 12 contains 133215 members 
Mstep: Class 16 contains 95400 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 5084 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 147Q: 19 clusters Score -5.770633e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 23578 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 3570 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8876 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 137181 members 
Mstep: Class 11 contains 16926 members 
Mstep: Class 12 contains 133260 members 
Mstep: Class 16 contains 95394 members 
Mstep: Class 17 contains 5730 members 
Mstep: Class 18 contains 5086 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 148Q: 19 clusters Score -5.770632e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 23602 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 3563 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8877 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 137116 members 
Mstep: Class 11 contains 16925 members 
Mstep: Class 12 contains 133307 members 
Mstep: Class 16 contains 95393 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 5086 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 149Q: 19 clusters Score -5.770624e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 23621 members 
Mstep: Class 3 contains 4380 members 
Mstep: Class 4 contains 3560 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8878 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 137039 members 
Mstep: Class 11 contains 16921 members 
Mstep: Class 12 contains 133365 members 
Mstep: Class 16 contains 95396 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 5086 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 150Q: 19 clusters Score -5.770631e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 23648 members 
Mstep: Class 3 contains 4380 members 
Mstep: Class 4 contains 3553 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8878 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 136965 members 
Mstep: Class 11 contains 16922 members 
Mstep: Class 12 contains 133414 members 
Mstep: Class 16 contains 95397 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 5085 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706276.000000 Penalty: 58218.136719
Iteration 151Q: 19 clusters Score -5.770628e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 23668 members 
Mstep: Class 3 contains 4381 members 
Mstep: Class 4 contains 3549 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8878 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 136885 members 
Mstep: Class 11 contains 16925 members 
Mstep: Class 12 contains 133466 members 
Mstep: Class 16 contains 95403 members 
Mstep: Class 17 contains 5730 members 
Mstep: Class 18 contains 5086 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706276.000000 Penalty: 58218.136719
Iteration 152Q: 19 clusters Score -5.770628e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 23685 members 
Mstep: Class 3 contains 4381 members 
Mstep: Class 4 contains 3543 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8877 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 136819 members 
Mstep: Class 11 contains 16926 members 
Mstep: Class 12 contains 133517 members 
Mstep: Class 16 contains 95408 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 5087 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706264.000000 Penalty: 58218.136719
Iteration 153Q: 19 clusters Score -5.770626e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 23695 members 
Mstep: Class 3 contains 4381 members 
Mstep: Class 4 contains 3539 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8877 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 136741 members 
Mstep: Class 11 contains 16927 members 
Mstep: Class 12 contains 133577 members 
Mstep: Class 16 contains 95415 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 5087 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706320.000000 Penalty: 58218.136719
Iteration 154Q: 19 clusters Score -5.770632e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 23712 members 
Mstep: Class 3 contains 4383 members 
Mstep: Class 4 contains 3539 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8877 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 136661 members 
Mstep: Class 11 contains 16929 members 
Mstep: Class 12 contains 133623 members 
Mstep: Class 16 contains 95418 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 5088 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706284.000000 Penalty: 58218.136719
Iteration 155Q: 19 clusters Score -5.770628e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 23722 members 
Mstep: Class 3 contains 4386 members 
Mstep: Class 4 contains 3538 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8877 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 136583 members 
Mstep: Class 11 contains 16931 members 
Mstep: Class 12 contains 133680 members 
Mstep: Class 16 contains 95418 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 5091 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706292.000000 Penalty: 58218.136719
Iteration 156Q: 19 clusters Score -5.770629e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 23727 members 
Mstep: Class 3 contains 4388 members 
Mstep: Class 4 contains 3537 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8875 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 136512 members 
Mstep: Class 11 contains 16935 members 
Mstep: Class 12 contains 133734 members 
Mstep: Class 16 contains 95420 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 5093 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706280.000000 Penalty: 58218.136719
Iteration 157Q: 19 clusters Score -5.770628e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 23739 members 
Mstep: Class 3 contains 4389 members 
Mstep: Class 4 contains 3537 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8876 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 136451 members 
Mstep: Class 11 contains 16934 members 
Mstep: Class 12 contains 133782 members 
Mstep: Class 16 contains 95420 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 5092 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706304.000000 Penalty: 58218.136719
Iteration 158Q: 19 clusters Score -5.77063e+07 nChanged 77
Entering ConstructFrom: 
Score: -57706304.000000 Penalty: 58218.136719
Entering ConstructFrom: 
Trying to split cluster 1 (20570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Entering Unmasked Estep 
Score: -2643970.000000 Penalty: 2463.034180
	Iteration 0F: 2 clusters Score -2643970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -2629429.500000 Penalty: 4926.068359
	Iteration 0F: 3 clusters Score -2629430 nChanged 9089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -2634281.500000 Penalty: 4926.068359
	Iteration 1F: 3 clusters Score -2634282 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -2634594.000000 Penalty: 4926.068359
	Iteration 2F: 3 clusters Score -2634594 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2634824.000000 Penalty: 4926.068359
	Iteration 3Q: 3 clusters Score -2634824 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -2634993.000000 Penalty: 4926.068359
	Iteration 4Q: 3 clusters Score -2634993 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2635152.500000 Penalty: 4926.068359
	Iteration 5Q: 3 clusters Score -2635152 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -2635275.000000 Penalty: 4926.068359
	Iteration 6Q: 3 clusters Score -2635275 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -2635435.500000 Penalty: 4926.068359
	Iteration 7Q: 3 clusters Score -2635436 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2635644.500000 Penalty: 4926.068359
	Iteration 8Q: 3 clusters Score -2635644 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -2635905.000000 Penalty: 4926.068359
	Iteration 9Q: 3 clusters Score -2635905 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -2636286.500000 Penalty: 4926.068359
	Iteration 10Q: 3 clusters Score -2636286 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -2636773.500000 Penalty: 4926.068359
	Iteration 11Q: 3 clusters Score -2636774 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -2637426.000000 Penalty: 4926.068359
	Iteration 12Q: 3 clusters Score -2637426 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -2638288.250000 Penalty: 4926.068359
	Iteration 13F: 3 clusters Score -2638288 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -2639197.250000 Penalty: 4926.068359
	Iteration 14F: 3 clusters Score -2639197 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2639976.250000 Penalty: 4926.068359
	Iteration 15Q: 3 clusters Score -2639976 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2640634.500000 Penalty: 4926.068359
	Iteration 16Q: 3 clusters Score -2640634 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2641131.000000 Penalty: 4926.068359
	Iteration 17Q: 3 clusters Score -2641131 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2641484.500000 Penalty: 4926.068359
	Iteration 18Q: 3 clusters Score -2641484 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2641712.750000 Penalty: 4926.068359
	Iteration 19Q: 3 clusters Score -2641713 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2641830.000000 Penalty: 4926.068359
	Iteration 20F: 3 clusters Score -2641830 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2641905.500000 Penalty: 4926.068359
	Iteration 21Q: 3 clusters Score -2641906 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2641956.500000 Penalty: 4926.068359
	Iteration 22Q: 3 clusters Score -2641956 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2641985.500000 Penalty: 4926.068359
	Iteration 23Q: 3 clusters Score -2641986 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2642011.750000 Penalty: 4926.068359
	Iteration 24Q: 3 clusters Score -2642012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2642021.250000 Penalty: 4926.068359
	Iteration 25Q: 3 clusters Score -2642021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2642023.000000 Penalty: 4926.068359
	Iteration 26Q: 3 clusters Score -2642023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2642026.750000 Penalty: 4926.068359
	Iteration 27Q: 3 clusters Score -2642027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2642030.750000 Penalty: 4926.068359
	Iteration 28Q: 3 clusters Score -2642031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2642038.500000 Penalty: 4926.068359
	Iteration 29Q: 3 clusters Score -2642038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2642040.250000 Penalty: 4926.068359
	Iteration 30Q: 3 clusters Score -2642040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2642045.750000 Penalty: 4926.068359
	Iteration 31Q: 3 clusters Score -2642046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2642047.250000 Penalty: 4926.068359
	Iteration 32Q: 3 clusters Score -2642047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2642055.750000 Penalty: 4926.068359
	Iteration 33Q: 3 clusters Score -2642056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2642059.000000 Penalty: 4926.068359
	Iteration 34Q: 3 clusters Score -2642059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2642058.750000 Penalty: 4926.068359
	Iteration 35Q: 3 clusters Score -2642059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2642059.500000 Penalty: 4926.068359
	Iteration 36Q: 3 clusters Score -2642060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2642059.000000 Penalty: 4926.068359
	Iteration 37Q: 3 clusters Score -2642059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2642057.750000 Penalty: 4926.068359
	Iteration 38Q: 3 clusters Score -2642058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2642057.750000 Penalty: 4926.068359
	Iteration 39F: 3 clusters Score -2642058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Entering Unmasked Estep 
Score: -3066399.250000 Penalty: 2498.662842
	Iteration 0F: 2 clusters Score -3066399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -3049977.500000 Penalty: 4997.325684
	Iteration 0F: 3 clusters Score -3049978 nChanged 10538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -3055608.750000 Penalty: 4997.325684
	Iteration 1F: 3 clusters Score -3055609 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -3056022.500000 Penalty: 4997.325684
	Iteration 2Q: 3 clusters Score -3056022 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -3056457.500000 Penalty: 4997.325684
	Iteration 3Q: 3 clusters Score -3056458 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -3056929.000000 Penalty: 4997.325684
	Iteration 4Q: 3 clusters Score -3056929 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -3057513.250000 Penalty: 4997.325684
	Iteration 5Q: 3 clusters Score -3057513 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -3058286.000000 Penalty: 4997.325684
	Iteration 6F: 3 clusters Score -3058286 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -3059275.250000 Penalty: 4997.325684
	Iteration 7F: 3 clusters Score -3059275 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -3060435.250000 Penalty: 4997.325684
	Iteration 8F: 3 clusters Score -3060435 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -3061494.250000 Penalty: 4997.325684
	Iteration 9F: 3 clusters Score -3061494 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -3062309.750000 Penalty: 4997.325684
	Iteration 10Q: 3 clusters Score -3062310 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -3062808.750000 Penalty: 4997.325684
	Iteration 11Q: 3 clusters Score -3062809 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -3063075.000000 Penalty: 4997.325684
	Iteration 12Q: 3 clusters Score -3063075 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -3063243.500000 Penalty: 4997.325684
	Iteration 13Q: 3 clusters Score -3063244 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -3063366.000000 Penalty: 4997.325684
	Iteration 14Q: 3 clusters Score -3063366 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -3063457.500000 Penalty: 4997.325684
	Iteration 15Q: 3 clusters Score -3063458 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -3063531.250000 Penalty: 4997.325684
	Iteration 16Q: 3 clusters Score -3063531 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -3063595.500000 Penalty: 4997.325684
	Iteration 17Q: 3 clusters Score -3063596 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -3063638.000000 Penalty: 4997.325684
	Iteration 18Q: 3 clusters Score -3063638 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -3063691.000000 Penalty: 4997.325684
	Iteration 19Q: 3 clusters Score -3063691 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -3063730.750000 Penalty: 4997.325684
	Iteration 20F: 3 clusters Score -3063731 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -3063773.250000 Penalty: 4997.325684
	Iteration 21Q: 3 clusters Score -3063773 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -3063824.500000 Penalty: 4997.325684
	Iteration 22Q: 3 clusters Score -3063824 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -3063872.750000 Penalty: 4997.325684
	Iteration 23Q: 3 clusters Score -3063873 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -3063903.750000 Penalty: 4997.325684
	Iteration 24Q: 3 clusters Score -3063904 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -3063920.500000 Penalty: 4997.325684
	Iteration 25Q: 3 clusters Score -3063920 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -3063934.250000 Penalty: 4997.325684
	Iteration 26Q: 3 clusters Score -3063934 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -3063951.750000 Penalty: 4997.325684
	Iteration 27Q: 3 clusters Score -3063952 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -3063986.250000 Penalty: 4997.325684
	Iteration 28Q: 3 clusters Score -3063986 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -3064003.000000 Penalty: 4997.325684
	Iteration 29Q: 3 clusters Score -3064003 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -3064023.250000 Penalty: 4997.325684
	Iteration 30Q: 3 clusters Score -3064023 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -3064051.000000 Penalty: 4997.325684
	Iteration 31Q: 3 clusters Score -3064051 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -3064058.000000 Penalty: 4997.325684
	Iteration 32Q: 3 clusters Score -3064058 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -3064069.500000 Penalty: 4997.325684
	Iteration 33Q: 3 clusters Score -3064070 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -3064087.750000 Penalty: 4997.325684
	Iteration 34Q: 3 clusters Score -3064088 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -3064107.250000 Penalty: 4997.325684
	Iteration 35Q: 3 clusters Score -3064107 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -3064120.000000 Penalty: 4997.325684
	Iteration 36Q: 3 clusters Score -3064120 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -3064144.750000 Penalty: 4997.325684
	Iteration 37Q: 3 clusters Score -3064145 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -3064172.750000 Penalty: 4997.325684
	Iteration 38Q: 3 clusters Score -3064173 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -3064203.000000 Penalty: 4997.325684
	Iteration 39Q: 3 clusters Score -3064203 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -3064216.750000 Penalty: 4997.325684
	Iteration 40F: 3 clusters Score -3064217 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -3064237.250000 Penalty: 4997.325684
	Iteration 41Q: 3 clusters Score -3064237 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -3064254.750000 Penalty: 4997.325684
	Iteration 42Q: 3 clusters Score -3064255 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -3064261.250000 Penalty: 4997.325684
	Iteration 43Q: 3 clusters Score -3064261 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -3064274.000000 Penalty: 4997.325684
	Iteration 44Q: 3 clusters Score -3064274 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -3064294.250000 Penalty: 4997.325684
	Iteration 45Q: 3 clusters Score -3064294 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -3064306.250000 Penalty: 4997.325684
	Iteration 46Q: 3 clusters Score -3064306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -3064318.750000 Penalty: 4997.325684
	Iteration 47Q: 3 clusters Score -3064319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -3064325.750000 Penalty: 4997.325684
	Iteration 48Q: 3 clusters Score -3064326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -3064335.750000 Penalty: 4997.325684
	Iteration 49Q: 3 clusters Score -3064336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -3064343.750000 Penalty: 4997.325684
	Iteration 50Q: 3 clusters Score -3064344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -3064357.750000 Penalty: 4997.325684
	Iteration 51Q: 3 clusters Score -3064358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -3064363.750000 Penalty: 4997.325684
	Iteration 52Q: 3 clusters Score -3064364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -3064363.000000 Penalty: 4997.325684
	Iteration 53Q: 3 clusters Score -3064363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -3064368.500000 Penalty: 4997.325684
	Iteration 54Q: 3 clusters Score -3064368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -3064372.750000 Penalty: 4997.325684
	Iteration 55Q: 3 clusters Score -3064373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -3064379.250000 Penalty: 4997.325684
	Iteration 56Q: 3 clusters Score -3064379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -3064384.500000 Penalty: 4997.325684
	Iteration 57Q: 3 clusters Score -3064384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -3064383.250000 Penalty: 4997.325684
	Iteration 58Q: 3 clusters Score -3064383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -3064382.500000 Penalty: 4997.325684
	Iteration 59Q: 3 clusters Score -3064382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -3064382.750000 Penalty: 4997.325684
	Iteration 60F: 3 clusters Score -3064383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -3064382.000000 Penalty: 4997.325684
	Iteration 61Q: 3 clusters Score -3064382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -3064385.750000 Penalty: 4997.325684
	Iteration 62Q: 3 clusters Score -3064386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -3064385.500000 Penalty: 4997.325684
	Iteration 63Q: 3 clusters Score -3064386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -3064387.750000 Penalty: 4997.325684
	Iteration 64Q: 3 clusters Score -3064388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -3064388.750000 Penalty: 4997.325684
	Iteration 65Q: 3 clusters Score -3064389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -3064388.750000 Penalty: 4997.325684
	Iteration 66Q: 3 clusters Score -3064389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -3064388.750000 Penalty: 4997.325684
	Iteration 67F: 3 clusters Score -3064389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Entering Unmasked Estep 
Score: -568605.312500 Penalty: 2079.884033
	Iteration 0F: 2 clusters Score -568605.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -564467.375000 Penalty: 4159.768066
	Iteration 0F: 3 clusters Score -564467.4 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -565444.812500 Penalty: 4159.768066
	Iteration 1F: 3 clusters Score -565444.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -565649.000000 Penalty: 4159.768066
	Iteration 2F: 3 clusters Score -565649 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -565772.750000 Penalty: 4159.768066
	Iteration 3Q: 3 clusters Score -565772.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -565872.562500 Penalty: 4159.768066
	Iteration 4Q: 3 clusters Score -565872.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -565950.687500 Penalty: 4159.768066
	Iteration 5Q: 3 clusters Score -565950.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -566012.437500 Penalty: 4159.768066
	Iteration 6Q: 3 clusters Score -566012.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -566064.312500 Penalty: 4159.768066
	Iteration 7Q: 3 clusters Score -566064.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -566108.500000 Penalty: 4159.768066
	Iteration 8Q: 3 clusters Score -566108.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -566140.937500 Penalty: 4159.768066
	Iteration 9Q: 3 clusters Score -566140.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -566164.750000 Penalty: 4159.768066
	Iteration 10Q: 3 clusters Score -566164.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -566185.062500 Penalty: 4159.768066
	Iteration 11Q: 3 clusters Score -566185.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -566206.000000 Penalty: 4159.768066
	Iteration 12Q: 3 clusters Score -566206 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -566225.687500 Penalty: 4159.768066
	Iteration 13Q: 3 clusters Score -566225.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -566245.375000 Penalty: 4159.768066
	Iteration 14Q: 3 clusters Score -566245.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -566258.250000 Penalty: 4159.768066
	Iteration 15Q: 3 clusters Score -566258.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -566270.875000 Penalty: 4159.768066
	Iteration 16Q: 3 clusters Score -566270.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -566285.687500 Penalty: 4159.768066
	Iteration 17Q: 3 clusters Score -566285.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -566301.000000 Penalty: 4159.768066
	Iteration 18Q: 3 clusters Score -566301 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -566315.437500 Penalty: 4159.768066
	Iteration 19Q: 3 clusters Score -566315.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -566327.375000 Penalty: 4159.768066
	Iteration 20F: 3 clusters Score -566327.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -566338.625000 Penalty: 4159.768066
	Iteration 21Q: 3 clusters Score -566338.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -566351.000000 Penalty: 4159.768066
	Iteration 22Q: 3 clusters Score -566351 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -566369.062500 Penalty: 4159.768066
	Iteration 23Q: 3 clusters Score -566369.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -566391.687500 Penalty: 4159.768066
	Iteration 24Q: 3 clusters Score -566391.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -566414.875000 Penalty: 4159.768066
	Iteration 25Q: 3 clusters Score -566414.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -566432.937500 Penalty: 4159.768066
	Iteration 26Q: 3 clusters Score -566432.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -566451.937500 Penalty: 4159.768066
	Iteration 27Q: 3 clusters Score -566451.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -566474.437500 Penalty: 4159.768066
	Iteration 28Q: 3 clusters Score -566474.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -566493.625000 Penalty: 4159.768066
	Iteration 29Q: 3 clusters Score -566493.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -566509.062500 Penalty: 4159.768066
	Iteration 30Q: 3 clusters Score -566509.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -566531.187500 Penalty: 4159.768066
	Iteration 31Q: 3 clusters Score -566531.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -566556.187500 Penalty: 4159.768066
	Iteration 32Q: 3 clusters Score -566556.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -566581.000000 Penalty: 4159.768066
	Iteration 33Q: 3 clusters Score -566581 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -566601.500000 Penalty: 4159.768066
	Iteration 34Q: 3 clusters Score -566601.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -566614.062500 Penalty: 4159.768066
	Iteration 35Q: 3 clusters Score -566614.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -566624.562500 Penalty: 4159.768066
	Iteration 36Q: 3 clusters Score -566624.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -566633.562500 Penalty: 4159.768066
	Iteration 37Q: 3 clusters Score -566633.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -566644.062500 Penalty: 4159.768066
	Iteration 38Q: 3 clusters Score -566644.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -566649.125000 Penalty: 4159.768066
	Iteration 39Q: 3 clusters Score -566649.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -566656.625000 Penalty: 4159.768066
	Iteration 40F: 3 clusters Score -566656.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -566661.562500 Penalty: 4159.768066
	Iteration 41Q: 3 clusters Score -566661.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -566665.687500 Penalty: 4159.768066
	Iteration 42Q: 3 clusters Score -566665.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -566667.750000 Penalty: 4159.768066
	Iteration 43Q: 3 clusters Score -566667.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -566667.812500 Penalty: 4159.768066
	Iteration 44Q: 3 clusters Score -566667.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -566668.125000 Penalty: 4159.768066
	Iteration 45Q: 3 clusters Score -566668.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -566670.312500 Penalty: 4159.768066
	Iteration 46Q: 3 clusters Score -566670.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -566673.875000 Penalty: 4159.768066
	Iteration 47Q: 3 clusters Score -566673.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -566676.750000 Penalty: 4159.768066
	Iteration 48Q: 3 clusters Score -566676.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -566679.687500 Penalty: 4159.768066
	Iteration 49Q: 3 clusters Score -566679.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -566681.187500 Penalty: 4159.768066
	Iteration 50Q: 3 clusters Score -566681.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -566684.062500 Penalty: 4159.768066
	Iteration 51Q: 3 clusters Score -566684.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -566686.750000 Penalty: 4159.768066
	Iteration 52Q: 3 clusters Score -566686.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -566689.937500 Penalty: 4159.768066
	Iteration 53Q: 3 clusters Score -566689.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -566692.500000 Penalty: 4159.768066
	Iteration 54Q: 3 clusters Score -566692.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -566693.000000 Penalty: 4159.768066
	Iteration 55Q: 3 clusters Score -566693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -566693.000000 Penalty: 4159.768066
	Iteration 56F: 3 clusters Score -566693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Entering Unmasked Estep 
Score: -458333.656250 Penalty: 2026.416382
	Iteration 0F: 2 clusters Score -458333.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -454760.125000 Penalty: 4052.832764
	Iteration 0F: 3 clusters Score -454760.1 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -455590.281250 Penalty: 4052.832764
	Iteration 1F: 3 clusters Score -455590.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -455901.062500 Penalty: 4052.832764
	Iteration 2F: 3 clusters Score -455901.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -456261.781250 Penalty: 4052.832764
	Iteration 3F: 3 clusters Score -456261.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -456547.937500 Penalty: 4052.832764
	Iteration 4F: 3 clusters Score -456547.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -456808.031250 Penalty: 4052.832764
	Iteration 5F: 3 clusters Score -456808 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -457005.312500 Penalty: 4052.832764
	Iteration 6F: 3 clusters Score -457005.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -457119.531250 Penalty: 4052.832764
	Iteration 7Q: 3 clusters Score -457119.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -457186.093750 Penalty: 4052.832764
	Iteration 8Q: 3 clusters Score -457186.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -457233.875000 Penalty: 4052.832764
	Iteration 9Q: 3 clusters Score -457233.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -457286.906250 Penalty: 4052.832764
	Iteration 10Q: 3 clusters Score -457286.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -457336.000000 Penalty: 4052.832764
	Iteration 11Q: 3 clusters Score -457336 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -457376.062500 Penalty: 4052.832764
	Iteration 12Q: 3 clusters Score -457376.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -457404.031250 Penalty: 4052.832764
	Iteration 13Q: 3 clusters Score -457404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -457427.812500 Penalty: 4052.832764
	Iteration 14Q: 3 clusters Score -457427.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -457445.343750 Penalty: 4052.832764
	Iteration 15Q: 3 clusters Score -457445.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -457453.218750 Penalty: 4052.832764
	Iteration 16Q: 3 clusters Score -457453.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -457458.812500 Penalty: 4052.832764
	Iteration 17Q: 3 clusters Score -457458.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -457461.562500 Penalty: 4052.832764
	Iteration 18Q: 3 clusters Score -457461.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -457463.250000 Penalty: 4052.832764
	Iteration 19Q: 3 clusters Score -457463.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -457465.843750 Penalty: 4052.832764
	Iteration 20F: 3 clusters Score -457465.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -457467.312500 Penalty: 4052.832764
	Iteration 21Q: 3 clusters Score -457467.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -457468.093750 Penalty: 4052.832764
	Iteration 22Q: 3 clusters Score -457468.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -457468.187500 Penalty: 4052.832764
	Iteration 23Q: 3 clusters Score -457468.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -457468.187500 Penalty: 4052.832764
	Iteration 24F: 3 clusters Score -457468.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -52631.515625 Penalty: 1541.222778
	Iteration 0F: 2 clusters Score -52631.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -51348.003906 Penalty: 3082.445557
	Iteration 0F: 3 clusters Score -51348 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -52298.511719 Penalty: 3082.445557
	Iteration 1F: 3 clusters Score -52298.51 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -52868.710938 Penalty: 3082.445557
	Iteration 2F: 3 clusters Score -52868.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -52999.875000 Penalty: 3082.445557
	Iteration 3Q: 3 clusters Score -52999.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -53018.468750 Penalty: 3082.445557
	Iteration 4Q: 3 clusters Score -53018.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -53028.601562 Penalty: 3082.445557
	Iteration 5Q: 3 clusters Score -53028.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -53028.601562 Penalty: 3082.445557
	Iteration 6F: 3 clusters Score -53028.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 23748 members 
Mstep: Class 3 contains 4388 members 
Mstep: Class 4 contains 3537 members 
Mstep: Class 5 contains 98 members 
Mstep: Class 6 contains 8875 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 136393 members 
Mstep: Class 11 contains 16934 members 
Mstep: Class 12 contains 133832 members 
Mstep: Class 13 contains 402 members 
Mstep: Class 16 contains 95424 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 5091 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
Score: -57705040.000000 Penalty: 61452.480469
Splitting cluster 5 changes total score from -57706304.000000 to -57705040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (8875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Entering Unmasked Estep 
Score: -1138082.125000 Penalty: 2254.566406
	Iteration 0F: 2 clusters Score -1138082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1131091.750000 Penalty: 4509.132812
	Iteration 0F: 3 clusters Score -1131092 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1133074.375000 Penalty: 4509.132812
	Iteration 1F: 3 clusters Score -1133074 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1133429.750000 Penalty: 4509.132812
	Iteration 2F: 3 clusters Score -1133430 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1133761.125000 Penalty: 4509.132812
	Iteration 3F: 3 clusters Score -1133761 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1134100.250000 Penalty: 4509.132812
	Iteration 4F: 3 clusters Score -1134100 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1134454.125000 Penalty: 4509.132812
	Iteration 5F: 3 clusters Score -1134454 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1134785.375000 Penalty: 4509.132812
	Iteration 6F: 3 clusters Score -1134785 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1135124.250000 Penalty: 4509.132812
	Iteration 7F: 3 clusters Score -1135124 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1135480.625000 Penalty: 4509.132812
	Iteration 8F: 3 clusters Score -1135481 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1135777.375000 Penalty: 4509.132812
	Iteration 9Q: 3 clusters Score -1135777 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1135986.000000 Penalty: 4509.132812
	Iteration 10Q: 3 clusters Score -1135986 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1136146.375000 Penalty: 4509.132812
	Iteration 11Q: 3 clusters Score -1136146 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1136260.750000 Penalty: 4509.132812
	Iteration 12Q: 3 clusters Score -1136261 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1136335.750000 Penalty: 4509.132812
	Iteration 13Q: 3 clusters Score -1136336 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1136386.750000 Penalty: 4509.132812
	Iteration 14Q: 3 clusters Score -1136387 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1136436.125000 Penalty: 4509.132812
	Iteration 15Q: 3 clusters Score -1136436 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1136474.625000 Penalty: 4509.132812
	Iteration 16Q: 3 clusters Score -1136475 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1136503.500000 Penalty: 4509.132812
	Iteration 17Q: 3 clusters Score -1136504 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1136523.625000 Penalty: 4509.132812
	Iteration 18Q: 3 clusters Score -1136524 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1136543.375000 Penalty: 4509.132812
	Iteration 19Q: 3 clusters Score -1136543 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1136556.375000 Penalty: 4509.132812
	Iteration 20F: 3 clusters Score -1136556 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1136568.500000 Penalty: 4509.132812
	Iteration 21Q: 3 clusters Score -1136568 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1136577.000000 Penalty: 4509.132812
	Iteration 22Q: 3 clusters Score -1136577 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1136587.000000 Penalty: 4509.132812
	Iteration 23Q: 3 clusters Score -1136587 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1136593.125000 Penalty: 4509.132812
	Iteration 24Q: 3 clusters Score -1136593 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1136597.500000 Penalty: 4509.132812
	Iteration 25Q: 3 clusters Score -1136598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1136601.250000 Penalty: 4509.132812
	Iteration 26Q: 3 clusters Score -1136601 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1136608.375000 Penalty: 4509.132812
	Iteration 27Q: 3 clusters Score -1136608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1136609.875000 Penalty: 4509.132812
	Iteration 28Q: 3 clusters Score -1136610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1136613.250000 Penalty: 4509.132812
	Iteration 29Q: 3 clusters Score -1136613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1136615.500000 Penalty: 4509.132812
	Iteration 30Q: 3 clusters Score -1136616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1136614.625000 Penalty: 4509.132812
	Iteration 31Q: 3 clusters Score -1136615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1136617.375000 Penalty: 4509.132812
	Iteration 32Q: 3 clusters Score -1136617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1136623.125000 Penalty: 4509.132812
	Iteration 33Q: 3 clusters Score -1136623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1136623.875000 Penalty: 4509.132812
	Iteration 34Q: 3 clusters Score -1136624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1136623.875000 Penalty: 4509.132812
	Iteration 35Q: 3 clusters Score -1136624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1136626.500000 Penalty: 4509.132812
	Iteration 36Q: 3 clusters Score -1136626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1136628.250000 Penalty: 4509.132812
	Iteration 37Q: 3 clusters Score -1136628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1136631.000000 Penalty: 4509.132812
	Iteration 38Q: 3 clusters Score -1136631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1136630.000000 Penalty: 4509.132812
	Iteration 39Q: 3 clusters Score -1136630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1136631.125000 Penalty: 4509.132812
	Iteration 40F: 3 clusters Score -1136631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1136630.625000 Penalty: 4509.132812
	Iteration 41Q: 3 clusters Score -1136631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1136630.625000 Penalty: 4509.132812
	Iteration 42F: 3 clusters Score -1136631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -60580.558594 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -60580.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -59039.039062 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -59039.04 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -59215.691406 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -59215.69 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -59306.917969 Penalty: 3127.006592
	Iteration 2Q: 3 clusters Score -59306.92 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -59548.941406 Penalty: 3127.006592
	Iteration 3F: 3 clusters Score -59548.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -59663.847656 Penalty: 3127.006592
	Iteration 4Q: 3 clusters Score -59663.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -59742.578125 Penalty: 3127.006592
	Iteration 5Q: 3 clusters Score -59742.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -59801.265625 Penalty: 3127.006592
	Iteration 6Q: 3 clusters Score -59801.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -59832.015625 Penalty: 3127.006592
	Iteration 7Q: 3 clusters Score -59832.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -59854.652344 Penalty: 3127.006592
	Iteration 8Q: 3 clusters Score -59854.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -59874.617188 Penalty: 3127.006592
	Iteration 9Q: 3 clusters Score -59874.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -59908.132812 Penalty: 3127.006592
	Iteration 10Q: 3 clusters Score -59908.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -59973.695312 Penalty: 3127.006592
	Iteration 11Q: 3 clusters Score -59973.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -59983.808594 Penalty: 3127.006592
	Iteration 12Q: 3 clusters Score -59983.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -59990.578125 Penalty: 3127.006592
	Iteration 13Q: 3 clusters Score -59990.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -59993.308594 Penalty: 3127.006592
	Iteration 14Q: 3 clusters Score -59993.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -59996.718750 Penalty: 3127.006592
	Iteration 15Q: 3 clusters Score -59996.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -59996.718750 Penalty: 3127.006592
	Iteration 16F: 3 clusters Score -59996.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -32030.804688 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -32030.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -30803.410156 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -30803.41 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -31026.677734 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -31026.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31092.105469 Penalty: 2856.415283
	Iteration 2F: 3 clusters Score -31092.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -31132.890625 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -31132.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31184.562500 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -31184.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -31221.470703 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -31221.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31293.318359 Penalty: 2856.415283
	Iteration 6Q: 3 clusters Score -31293.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31343.828125 Penalty: 2856.415283
	Iteration 7Q: 3 clusters Score -31343.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -31436.210938 Penalty: 2856.415283
	Iteration 8Q: 3 clusters Score -31436.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -31510.779297 Penalty: 2856.415283
	Iteration 9Q: 3 clusters Score -31510.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -31575.412109 Penalty: 2856.415283
	Iteration 10Q: 3 clusters Score -31575.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -31581.080078 Penalty: 2856.415283
	Iteration 11Q: 3 clusters Score -31581.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31585.179688 Penalty: 2856.415283
	Iteration 12Q: 3 clusters Score -31585.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31587.027344 Penalty: 2856.415283
	Iteration 13F: 3 clusters Score -31587.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -31599.039062 Penalty: 2856.415283
	Iteration 14Q: 3 clusters Score -31599.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -31605.570312 Penalty: 2856.415283
	Iteration 15Q: 3 clusters Score -31605.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -31613.974609 Penalty: 2856.415283
	Iteration 16Q: 3 clusters Score -31613.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -31613.974609 Penalty: 2856.415283
	Iteration 17F: 3 clusters Score -31613.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Entering Unmasked Estep 
Score: -70477.359375 Penalty: 1617.843506
	Iteration 0F: 2 clusters Score -70477.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -68896.937500 Penalty: 3235.687012
	Iteration 0F: 3 clusters Score -68896.94 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -69236.343750 Penalty: 3235.687012
	Iteration 1F: 3 clusters Score -69236.34 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -69375.679688 Penalty: 3235.687012
	Iteration 2F: 3 clusters Score -69375.68 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -69541.859375 Penalty: 3235.687012
	Iteration 3Q: 3 clusters Score -69541.86 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -69930.125000 Penalty: 3235.687012
	Iteration 4Q: 3 clusters Score -69930.12 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -70124.078125 Penalty: 3235.687012
	Iteration 5F: 3 clusters Score -70124.08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -70250.570312 Penalty: 3235.687012
	Iteration 6F: 3 clusters Score -70250.57 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -70368.375000 Penalty: 3235.687012
	Iteration 7F: 3 clusters Score -70368.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -70414.726562 Penalty: 3235.687012
	Iteration 8Q: 3 clusters Score -70414.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -70465.289062 Penalty: 3235.687012
	Iteration 9Q: 3 clusters Score -70465.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -70494.398438 Penalty: 3235.687012
	Iteration 10Q: 3 clusters Score -70494.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -70520.601562 Penalty: 3235.687012
	Iteration 11Q: 3 clusters Score -70520.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -70531.546875 Penalty: 3235.687012
	Iteration 12Q: 3 clusters Score -70531.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -70531.546875 Penalty: 3235.687012
	Iteration 13F: 3 clusters Score -70531.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 23748 members 
Mstep: Class 3 contains 4388 members 
Mstep: Class 4 contains 3537 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8875 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 188 members 
Mstep: Class 10 contains 136393 members 
Mstep: Class 11 contains 16934 members 
Mstep: Class 12 contains 133832 members 
Mstep: Class 13 contains 493 members 
Mstep: Class 16 contains 95424 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 5091 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
Score: -57704764.000000 Penalty: 61452.480469
Splitting cluster 9 changes total score from -57706304.000000 to -57704764.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (136393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136393 members 
Entering Unmasked Estep 
Score: -17318892.000000 Penalty: 2932.177246
	Iteration 0F: 2 clusters Score -1.731889e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68103 members 
Mstep: Class 2 contains 68290 members 
Entering Unmasked Estep 
Score: -17227852.000000 Penalty: 5864.354492
	Iteration 0F: 3 clusters Score -1.722785e+07 nChanged 64938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66133 members 
Mstep: Class 2 contains 70260 members 
Entering Unmasked Estep 
Score: -17265078.000000 Penalty: 5864.354492
	Iteration 1F: 3 clusters Score -1.726508e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64973 members 
Mstep: Class 2 contains 71420 members 
Entering Unmasked Estep 
Score: -17266208.000000 Penalty: 5864.354492
	Iteration 2Q: 3 clusters Score -1.726621e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63180 members 
Mstep: Class 2 contains 73213 members 
Entering Unmasked Estep 
Score: -17267502.000000 Penalty: 5864.354492
	Iteration 3Q: 3 clusters Score -1.72675e+07 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60611 members 
Mstep: Class 2 contains 75782 members 
Entering Unmasked Estep 
Score: -17269394.000000 Penalty: 5864.354492
	Iteration 4Q: 3 clusters Score -1.726939e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57005 members 
Mstep: Class 2 contains 79388 members 
Entering Unmasked Estep 
Score: -17271782.000000 Penalty: 5864.354492
	Iteration 5Q: 3 clusters Score -1.727178e+07 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51912 members 
Mstep: Class 2 contains 84481 members 
Entering Unmasked Estep 
Score: -17275498.000000 Penalty: 5864.354492
	Iteration 6F: 3 clusters Score -1.72755e+07 nChanged 8471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45185 members 
Mstep: Class 2 contains 91208 members 
Entering Unmasked Estep 
Score: -17281118.000000 Penalty: 5864.354492
	Iteration 7F: 3 clusters Score -1.728112e+07 nChanged 9377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 99117 members 
Entering Unmasked Estep 
Score: -17288152.000000 Penalty: 5864.354492
	Iteration 8F: 3 clusters Score -1.728815e+07 nChanged 9389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 107444 members 
Entering Unmasked Estep 
Score: -17295952.000000 Penalty: 5864.354492
	Iteration 9F: 3 clusters Score -1.729595e+07 nChanged 7859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 114615 members 
Entering Unmasked Estep 
Score: -17303060.000000 Penalty: 5864.354492
	Iteration 10F: 3 clusters Score -1.730306e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 119856 members 
Entering Unmasked Estep 
Score: -17308204.000000 Penalty: 5864.354492
	Iteration 11Q: 3 clusters Score -1.73082e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 123292 members 
Entering Unmasked Estep 
Score: -17311322.000000 Penalty: 5864.354492
	Iteration 12Q: 3 clusters Score -1.731132e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 125596 members 
Entering Unmasked Estep 
Score: -17313242.000000 Penalty: 5864.354492
	Iteration 13Q: 3 clusters Score -1.731324e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 127214 members 
Entering Unmasked Estep 
Score: -17314438.000000 Penalty: 5864.354492
	Iteration 14Q: 3 clusters Score -1.731444e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 128403 members 
Entering Unmasked Estep 
Score: -17315276.000000 Penalty: 5864.354492
	Iteration 15Q: 3 clusters Score -1.731528e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 129231 members 
Entering Unmasked Estep 
Score: -17316024.000000 Penalty: 5864.354492
	Iteration 16Q: 3 clusters Score -1.731602e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 129889 members 
Entering Unmasked Estep 
Score: -17316554.000000 Penalty: 5864.354492
	Iteration 17Q: 3 clusters Score -1.731655e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 130365 members 
Entering Unmasked Estep 
Score: -17316920.000000 Penalty: 5864.354492
	Iteration 18Q: 3 clusters Score -1.731692e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 130722 members 
Entering Unmasked Estep 
Score: -17317202.000000 Penalty: 5864.354492
	Iteration 19Q: 3 clusters Score -1.73172e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 130971 members 
Entering Unmasked Estep 
Score: -17317292.000000 Penalty: 5864.354492
	Iteration 20F: 3 clusters Score -1.731729e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 131185 members 
Entering Unmasked Estep 
Score: -17317420.000000 Penalty: 5864.354492
	Iteration 21Q: 3 clusters Score -1.731742e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 131356 members 
Entering Unmasked Estep 
Score: -17317508.000000 Penalty: 5864.354492
	Iteration 22Q: 3 clusters Score -1.731751e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 131514 members 
Entering Unmasked Estep 
Score: -17317526.000000 Penalty: 5864.354492
	Iteration 23Q: 3 clusters Score -1.731753e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 131632 members 
Entering Unmasked Estep 
Score: -17317550.000000 Penalty: 5864.354492
	Iteration 24Q: 3 clusters Score -1.731755e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 131747 members 
Entering Unmasked Estep 
Score: -17317608.000000 Penalty: 5864.354492
	Iteration 25Q: 3 clusters Score -1.731761e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 131842 members 
Entering Unmasked Estep 
Score: -17317606.000000 Penalty: 5864.354492
	Iteration 26Q: 3 clusters Score -1.731761e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 131929 members 
Entering Unmasked Estep 
Score: -17317634.000000 Penalty: 5864.354492
	Iteration 27Q: 3 clusters Score -1.731763e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 131990 members 
Entering Unmasked Estep 
Score: -17317656.000000 Penalty: 5864.354492
	Iteration 28Q: 3 clusters Score -1.731766e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 132040 members 
Entering Unmasked Estep 
Score: -17317676.000000 Penalty: 5864.354492
	Iteration 29Q: 3 clusters Score -1.731768e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 132092 members 
Entering Unmasked Estep 
Score: -17317696.000000 Penalty: 5864.354492
	Iteration 30Q: 3 clusters Score -1.73177e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 132142 members 
Entering Unmasked Estep 
Score: -17317696.000000 Penalty: 5864.354492
	Iteration 31Q: 3 clusters Score -1.73177e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 132196 members 
Entering Unmasked Estep 
Score: -17317700.000000 Penalty: 5864.354492
	Iteration 32Q: 3 clusters Score -1.73177e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 132234 members 
Entering Unmasked Estep 
Score: -17317688.000000 Penalty: 5864.354492
	Iteration 33Q: 3 clusters Score -1.731769e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 132272 members 
Entering Unmasked Estep 
Score: -17317720.000000 Penalty: 5864.354492
	Iteration 34Q: 3 clusters Score -1.731772e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 132298 members 
Entering Unmasked Estep 
Score: -17317734.000000 Penalty: 5864.354492
	Iteration 35Q: 3 clusters Score -1.731773e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 132317 members 
Entering Unmasked Estep 
Score: -17317734.000000 Penalty: 5864.354492
	Iteration 36Q: 3 clusters Score -1.731773e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 132334 members 
Entering Unmasked Estep 
Score: -17317720.000000 Penalty: 5864.354492
	Iteration 37Q: 3 clusters Score -1.731772e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 132346 members 
Entering Unmasked Estep 
Score: -17317742.000000 Penalty: 5864.354492
	Iteration 38Q: 3 clusters Score -1.731774e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 132355 members 
Entering Unmasked Estep 
Score: -17317730.000000 Penalty: 5864.354492
	Iteration 39Q: 3 clusters Score -1.731773e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 132363 members 
Entering Unmasked Estep 
Score: -17317722.000000 Penalty: 5864.354492
	Iteration 40F: 3 clusters Score -1.731772e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 132371 members 
Entering Unmasked Estep 
Score: -17317718.000000 Penalty: 5864.354492
	Iteration 41Q: 3 clusters Score -1.731772e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 132377 members 
Entering Unmasked Estep 
Score: -17317716.000000 Penalty: 5864.354492
	Iteration 42Q: 3 clusters Score -1.731772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 132380 members 
Entering Unmasked Estep 
Score: -17317714.000000 Penalty: 5864.354492
	Iteration 43Q: 3 clusters Score -1.731771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 132382 members 
Entering Unmasked Estep 
Score: -17317716.000000 Penalty: 5864.354492
	Iteration 44Q: 3 clusters Score -1.731772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 132387 members 
Entering Unmasked Estep 
Score: -17317704.000000 Penalty: 5864.354492
	Iteration 45Q: 3 clusters Score -1.73177e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 132390 members 
Entering Unmasked Estep 
Score: -17317700.000000 Penalty: 5864.354492
	Iteration 46Q: 3 clusters Score -1.73177e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 132397 members 
Entering Unmasked Estep 
Score: -17317700.000000 Penalty: 5864.354492
	Iteration 47Q: 3 clusters Score -1.73177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 132399 members 
Entering Unmasked Estep 
Score: -17317698.000000 Penalty: 5864.354492
	Iteration 48Q: 3 clusters Score -1.73177e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 132400 members 
Entering Unmasked Estep 
Score: -17317688.000000 Penalty: 5864.354492
	Iteration 49Q: 3 clusters Score -1.731769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 132400 members 
Entering Unmasked Estep 
Score: -17317690.000000 Penalty: 5864.354492
	Iteration 50Q: 3 clusters Score -1.731769e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 132400 members 
Entering Unmasked Estep 
Score: -17317690.000000 Penalty: 5864.354492
	Iteration 51F: 3 clusters Score -1.731769e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Entering Unmasked Estep 
Score: -2095849.875000 Penalty: 2414.795410
	Iteration 0F: 2 clusters Score -2095850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -2083820.500000 Penalty: 4829.590820
	Iteration 0F: 3 clusters Score -2083820 nChanged 7335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -2087846.750000 Penalty: 4829.590820
	Iteration 1F: 3 clusters Score -2087847 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -2088437.250000 Penalty: 4829.590820
	Iteration 2F: 3 clusters Score -2088437 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -2089341.625000 Penalty: 4829.590820
	Iteration 3F: 3 clusters Score -2089342 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -2090527.500000 Penalty: 4829.590820
	Iteration 4F: 3 clusters Score -2090528 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -2091868.500000 Penalty: 4829.590820
	Iteration 5F: 3 clusters Score -2091868 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2093219.375000 Penalty: 4829.590820
	Iteration 6F: 3 clusters Score -2093219 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -2094205.750000 Penalty: 4829.590820
	Iteration 7F: 3 clusters Score -2094206 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -2094745.750000 Penalty: 4829.590820
	Iteration 8F: 3 clusters Score -2094746 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -2095019.875000 Penalty: 4829.590820
	Iteration 9Q: 3 clusters Score -2095020 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -2095159.875000 Penalty: 4829.590820
	Iteration 10Q: 3 clusters Score -2095160 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2095236.375000 Penalty: 4829.590820
	Iteration 11Q: 3 clusters Score -2095236 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2095273.625000 Penalty: 4829.590820
	Iteration 12Q: 3 clusters Score -2095274 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -2095307.000000 Penalty: 4829.590820
	Iteration 13Q: 3 clusters Score -2095307 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2095336.375000 Penalty: 4829.590820
	Iteration 14Q: 3 clusters Score -2095336 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -2095351.250000 Penalty: 4829.590820
	Iteration 15Q: 3 clusters Score -2095351 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2095372.000000 Penalty: 4829.590820
	Iteration 16Q: 3 clusters Score -2095372 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2095384.875000 Penalty: 4829.590820
	Iteration 17Q: 3 clusters Score -2095385 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2095401.750000 Penalty: 4829.590820
	Iteration 18Q: 3 clusters Score -2095402 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2095408.375000 Penalty: 4829.590820
	Iteration 19Q: 3 clusters Score -2095408 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2095403.375000 Penalty: 4829.590820
	Iteration 20F: 3 clusters Score -2095403 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2095408.500000 Penalty: 4829.590820
	Iteration 21Q: 3 clusters Score -2095408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2095416.500000 Penalty: 4829.590820
	Iteration 22Q: 3 clusters Score -2095416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2095417.875000 Penalty: 4829.590820
	Iteration 23Q: 3 clusters Score -2095418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2095421.500000 Penalty: 4829.590820
	Iteration 24Q: 3 clusters Score -2095422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2095421.500000 Penalty: 4829.590820
	Iteration 25Q: 3 clusters Score -2095422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2095421.500000 Penalty: 4829.590820
	Iteration 26Q: 3 clusters Score -2095422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2095426.375000 Penalty: 4829.590820
	Iteration 27Q: 3 clusters Score -2095426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2095422.125000 Penalty: 4829.590820
	Iteration 28Q: 3 clusters Score -2095422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2095428.750000 Penalty: 4829.590820
	Iteration 29Q: 3 clusters Score -2095429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2095428.250000 Penalty: 4829.590820
	Iteration 30Q: 3 clusters Score -2095428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2095430.375000 Penalty: 4829.590820
	Iteration 31Q: 3 clusters Score -2095430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2095431.000000 Penalty: 4829.590820
	Iteration 32Q: 3 clusters Score -2095431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2095430.625000 Penalty: 4829.590820
	Iteration 33Q: 3 clusters Score -2095431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2095432.250000 Penalty: 4829.590820
	Iteration 34Q: 3 clusters Score -2095432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2095431.250000 Penalty: 4829.590820
	Iteration 35Q: 3 clusters Score -2095431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2095432.875000 Penalty: 4829.590820
	Iteration 36Q: 3 clusters Score -2095433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2095436.000000 Penalty: 4829.590820
	Iteration 37Q: 3 clusters Score -2095436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2095438.125000 Penalty: 4829.590820
	Iteration 38Q: 3 clusters Score -2095438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2095437.000000 Penalty: 4829.590820
	Iteration 39Q: 3 clusters Score -2095437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2095438.875000 Penalty: 4829.590820
	Iteration 40F: 3 clusters Score -2095439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2095444.250000 Penalty: 4829.590820
	Iteration 41Q: 3 clusters Score -2095444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2095441.625000 Penalty: 4829.590820
	Iteration 42Q: 3 clusters Score -2095442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2095440.000000 Penalty: 4829.590820
	Iteration 43Q: 3 clusters Score -2095440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2095441.625000 Penalty: 4829.590820
	Iteration 44Q: 3 clusters Score -2095442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2095437.125000 Penalty: 4829.590820
	Iteration 45Q: 3 clusters Score -2095437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2095441.500000 Penalty: 4829.590820
	Iteration 46Q: 3 clusters Score -2095442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2095443.750000 Penalty: 4829.590820
	Iteration 47Q: 3 clusters Score -2095444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2095443.250000 Penalty: 4829.590820
	Iteration 48Q: 3 clusters Score -2095443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2095444.250000 Penalty: 4829.590820
	Iteration 49Q: 3 clusters Score -2095444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2095444.375000 Penalty: 4829.590820
	Iteration 50Q: 3 clusters Score -2095444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2095445.125000 Penalty: 4829.590820
	Iteration 51Q: 3 clusters Score -2095445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2095445.125000 Penalty: 4829.590820
	Iteration 52F: 3 clusters Score -2095445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (133832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133832 members 
Entering Unmasked Estep 
Score: -16933800.000000 Penalty: 2927.476318
	Iteration 0F: 2 clusters Score -1.69338e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66565 members 
Mstep: Class 2 contains 67267 members 
Entering Unmasked Estep 
Score: -16844136.000000 Penalty: 5854.952637
	Iteration 0F: 3 clusters Score -1.684414e+07 nChanged 63895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63232 members 
Mstep: Class 2 contains 70600 members 
Entering Unmasked Estep 
Score: -16881246.000000 Penalty: 5854.952637
	Iteration 1F: 3 clusters Score -1.688125e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61208 members 
Mstep: Class 2 contains 72624 members 
Entering Unmasked Estep 
Score: -16882362.000000 Penalty: 5854.952637
	Iteration 2Q: 3 clusters Score -1.688236e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58029 members 
Mstep: Class 2 contains 75803 members 
Entering Unmasked Estep 
Score: -16883850.000000 Penalty: 5854.952637
	Iteration 3Q: 3 clusters Score -1.688385e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53163 members 
Mstep: Class 2 contains 80669 members 
Entering Unmasked Estep 
Score: -16886286.000000 Penalty: 5854.952637
	Iteration 4Q: 3 clusters Score -1.688629e+07 nChanged 7590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46095 members 
Mstep: Class 2 contains 87737 members 
Entering Unmasked Estep 
Score: -16890450.000000 Penalty: 5854.952637
	Iteration 5F: 3 clusters Score -1.689045e+07 nChanged 9761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 97276 members 
Entering Unmasked Estep 
Score: -16897546.000000 Penalty: 5854.952637
	Iteration 6F: 3 clusters Score -1.689755e+07 nChanged 11268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 108494 members 
Entering Unmasked Estep 
Score: -16907248.000000 Penalty: 5854.952637
	Iteration 7F: 3 clusters Score -1.690725e+07 nChanged 10418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 118906 members 
Entering Unmasked Estep 
Score: -16917108.000000 Penalty: 5854.952637
	Iteration 8F: 3 clusters Score -1.691711e+07 nChanged 7115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 126019 members 
Entering Unmasked Estep 
Score: -16923978.000000 Penalty: 5854.952637
	Iteration 9F: 3 clusters Score -1.692398e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 129940 members 
Entering Unmasked Estep 
Score: -16927896.000000 Penalty: 5854.952637
	Iteration 10Q: 3 clusters Score -1.69279e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 131590 members 
Entering Unmasked Estep 
Score: -16929608.000000 Penalty: 5854.952637
	Iteration 11Q: 3 clusters Score -1.692961e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 132304 members 
Entering Unmasked Estep 
Score: -16930368.000000 Penalty: 5854.952637
	Iteration 12Q: 3 clusters Score -1.693037e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 132615 members 
Entering Unmasked Estep 
Score: -16930684.000000 Penalty: 5854.952637
	Iteration 13Q: 3 clusters Score -1.693068e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 132801 members 
Entering Unmasked Estep 
Score: -16930928.000000 Penalty: 5854.952637
	Iteration 14Q: 3 clusters Score -1.693093e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 132903 members 
Entering Unmasked Estep 
Score: -16931048.000000 Penalty: 5854.952637
	Iteration 15Q: 3 clusters Score -1.693105e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 132973 members 
Entering Unmasked Estep 
Score: -16931094.000000 Penalty: 5854.952637
	Iteration 16Q: 3 clusters Score -1.693109e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 133019 members 
Entering Unmasked Estep 
Score: -16931140.000000 Penalty: 5854.952637
	Iteration 17Q: 3 clusters Score -1.693114e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 133057 members 
Entering Unmasked Estep 
Score: -16931174.000000 Penalty: 5854.952637
	Iteration 18Q: 3 clusters Score -1.693117e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 133088 members 
Entering Unmasked Estep 
Score: -16931212.000000 Penalty: 5854.952637
	Iteration 19Q: 3 clusters Score -1.693121e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 133110 members 
Entering Unmasked Estep 
Score: -16931236.000000 Penalty: 5854.952637
	Iteration 20F: 3 clusters Score -1.693124e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 133121 members 
Entering Unmasked Estep 
Score: -16931256.000000 Penalty: 5854.952637
	Iteration 21Q: 3 clusters Score -1.693126e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 133134 members 
Entering Unmasked Estep 
Score: -16931280.000000 Penalty: 5854.952637
	Iteration 22Q: 3 clusters Score -1.693128e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 133142 members 
Entering Unmasked Estep 
Score: -16931286.000000 Penalty: 5854.952637
	Iteration 23Q: 3 clusters Score -1.693129e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 133145 members 
Entering Unmasked Estep 
Score: -16931298.000000 Penalty: 5854.952637
	Iteration 24Q: 3 clusters Score -1.69313e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 133150 members 
Entering Unmasked Estep 
Score: -16931308.000000 Penalty: 5854.952637
	Iteration 25Q: 3 clusters Score -1.693131e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 133151 members 
Entering Unmasked Estep 
Score: -16931308.000000 Penalty: 5854.952637
	Iteration 26Q: 3 clusters Score -1.693131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 133154 members 
Entering Unmasked Estep 
Score: -16931302.000000 Penalty: 5854.952637
	Iteration 27Q: 3 clusters Score -1.69313e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 133154 members 
Entering Unmasked Estep 
Score: -16931302.000000 Penalty: 5854.952637
	Iteration 28Q: 3 clusters Score -1.69313e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 133155 members 
Entering Unmasked Estep 
Score: -16931310.000000 Penalty: 5854.952637
	Iteration 29Q: 3 clusters Score -1.693131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 133156 members 
Entering Unmasked Estep 
Score: -16931300.000000 Penalty: 5854.952637
	Iteration 30Q: 3 clusters Score -1.69313e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 133161 members 
Entering Unmasked Estep 
Score: -16931316.000000 Penalty: 5854.952637
	Iteration 31Q: 3 clusters Score -1.693132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 133164 members 
Entering Unmasked Estep 
Score: -16931314.000000 Penalty: 5854.952637
	Iteration 32Q: 3 clusters Score -1.693131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 133165 members 
Entering Unmasked Estep 
Score: -16931312.000000 Penalty: 5854.952637
	Iteration 33Q: 3 clusters Score -1.693131e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 133166 members 
Entering Unmasked Estep 
Score: -16931314.000000 Penalty: 5854.952637
	Iteration 34Q: 3 clusters Score -1.693131e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 133167 members 
Entering Unmasked Estep 
Score: -16931318.000000 Penalty: 5854.952637
	Iteration 35Q: 3 clusters Score -1.693132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 133169 members 
Entering Unmasked Estep 
Score: -16931332.000000 Penalty: 5854.952637
	Iteration 36Q: 3 clusters Score -1.693133e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 133172 members 
Entering Unmasked Estep 
Score: -16931324.000000 Penalty: 5854.952637
	Iteration 37Q: 3 clusters Score -1.693132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 133174 members 
Entering Unmasked Estep 
Score: -16931330.000000 Penalty: 5854.952637
	Iteration 38Q: 3 clusters Score -1.693133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 133177 members 
Entering Unmasked Estep 
Score: -16931322.000000 Penalty: 5854.952637
	Iteration 39Q: 3 clusters Score -1.693132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 133178 members 
Entering Unmasked Estep 
Score: -16931332.000000 Penalty: 5854.952637
	Iteration 40F: 3 clusters Score -1.693133e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (95424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95424 members 
Entering Unmasked Estep 
Score: -12267545.000000 Penalty: 2843.589111
	Iteration 0F: 2 clusters Score -1.226754e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47588 members 
Mstep: Class 2 contains 47836 members 
Entering Unmasked Estep 
Score: -12203606.000000 Penalty: 5687.178223
	Iteration 0F: 3 clusters Score -1.220361e+07 nChanged 45050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46512 members 
Mstep: Class 2 contains 48912 members 
Entering Unmasked Estep 
Score: -12229422.000000 Penalty: 5687.178223
	Iteration 1F: 3 clusters Score -1.222942e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45774 members 
Mstep: Class 2 contains 49650 members 
Entering Unmasked Estep 
Score: -12230035.000000 Penalty: 5687.178223
	Iteration 2Q: 3 clusters Score -1.223004e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 50782 members 
Entering Unmasked Estep 
Score: -12230690.000000 Penalty: 5687.178223
	Iteration 3Q: 3 clusters Score -1.223069e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 52452 members 
Entering Unmasked Estep 
Score: -12231455.000000 Penalty: 5687.178223
	Iteration 4Q: 3 clusters Score -1.223146e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 55024 members 
Entering Unmasked Estep 
Score: -12232516.000000 Penalty: 5687.178223
	Iteration 5Q: 3 clusters Score -1.223252e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 58638 members 
Entering Unmasked Estep 
Score: -12234493.000000 Penalty: 5687.178223
	Iteration 6Q: 3 clusters Score -1.223449e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 63503 members 
Entering Unmasked Estep 
Score: -12237531.000000 Penalty: 5687.178223
	Iteration 7F: 3 clusters Score -1.223753e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 69768 members 
Entering Unmasked Estep 
Score: -12242150.000000 Penalty: 5687.178223
	Iteration 8F: 3 clusters Score -1.224215e+07 nChanged 7227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 76855 members 
Entering Unmasked Estep 
Score: -12248240.000000 Penalty: 5687.178223
	Iteration 9F: 3 clusters Score -1.224824e+07 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 83467 members 
Entering Unmasked Estep 
Score: -12254396.000000 Penalty: 5687.178223
	Iteration 10F: 3 clusters Score -1.22544e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 88620 members 
Entering Unmasked Estep 
Score: -12259208.000000 Penalty: 5687.178223
	Iteration 11F: 3 clusters Score -1.225921e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 91808 members 
Entering Unmasked Estep 
Score: -12262139.000000 Penalty: 5687.178223
	Iteration 12Q: 3 clusters Score -1.226214e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 93634 members 
Entering Unmasked Estep 
Score: -12263751.000000 Penalty: 5687.178223
	Iteration 13Q: 3 clusters Score -1.226375e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 94452 members 
Entering Unmasked Estep 
Score: -12264463.000000 Penalty: 5687.178223
	Iteration 14Q: 3 clusters Score -1.226446e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 94822 members 
Entering Unmasked Estep 
Score: -12264776.000000 Penalty: 5687.178223
	Iteration 15Q: 3 clusters Score -1.226478e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 94966 members 
Entering Unmasked Estep 
Score: -12264974.000000 Penalty: 5687.178223
	Iteration 16Q: 3 clusters Score -1.226497e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 95042 members 
Entering Unmasked Estep 
Score: -12265085.000000 Penalty: 5687.178223
	Iteration 17Q: 3 clusters Score -1.226508e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 95078 members 
Entering Unmasked Estep 
Score: -12265092.000000 Penalty: 5687.178223
	Iteration 18Q: 3 clusters Score -1.226509e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 95094 members 
Entering Unmasked Estep 
Score: -12265123.000000 Penalty: 5687.178223
	Iteration 19Q: 3 clusters Score -1.226512e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 95103 members 
Entering Unmasked Estep 
Score: -12265137.000000 Penalty: 5687.178223
	Iteration 20F: 3 clusters Score -1.226514e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 95109 members 
Entering Unmasked Estep 
Score: -12265139.000000 Penalty: 5687.178223
	Iteration 21Q: 3 clusters Score -1.226514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 95115 members 
Entering Unmasked Estep 
Score: -12265150.000000 Penalty: 5687.178223
	Iteration 22Q: 3 clusters Score -1.226515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 95116 members 
Entering Unmasked Estep 
Score: -12265158.000000 Penalty: 5687.178223
	Iteration 23Q: 3 clusters Score -1.226516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 95119 members 
Entering Unmasked Estep 
Score: -12265165.000000 Penalty: 5687.178223
	Iteration 24Q: 3 clusters Score -1.226516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 95123 members 
Entering Unmasked Estep 
Score: -12265179.000000 Penalty: 5687.178223
	Iteration 25Q: 3 clusters Score -1.226518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 95124 members 
Entering Unmasked Estep 
Score: -12265176.000000 Penalty: 5687.178223
	Iteration 26Q: 3 clusters Score -1.226518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 95126 members 
Entering Unmasked Estep 
Score: -12265165.000000 Penalty: 5687.178223
	Iteration 27Q: 3 clusters Score -1.226516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 95128 members 
Entering Unmasked Estep 
Score: -12265172.000000 Penalty: 5687.178223
	Iteration 28Q: 3 clusters Score -1.226517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 95130 members 
Entering Unmasked Estep 
Score: -12265180.000000 Penalty: 5687.178223
	Iteration 29Q: 3 clusters Score -1.226518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 95131 members 
Entering Unmasked Estep 
Score: -12265185.000000 Penalty: 5687.178223
	Iteration 30Q: 3 clusters Score -1.226518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 95133 members 
Entering Unmasked Estep 
Score: -12265187.000000 Penalty: 5687.178223
	Iteration 31Q: 3 clusters Score -1.226519e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 95133 members 
Entering Unmasked Estep 
Score: -12265187.000000 Penalty: 5687.178223
	Iteration 32F: 3 clusters Score -1.226519e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Entering Unmasked Estep 
Score: -730853.000000 Penalty: 2146.017578
	Iteration 0F: 2 clusters Score -730853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -725898.437500 Penalty: 4292.035156
	Iteration 0F: 3 clusters Score -725898.4 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -727177.375000 Penalty: 4292.035156
	Iteration 1F: 3 clusters Score -727177.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -727405.000000 Penalty: 4292.035156
	Iteration 2F: 3 clusters Score -727405 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -727534.875000 Penalty: 4292.035156
	Iteration 3Q: 3 clusters Score -727534.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -727617.375000 Penalty: 4292.035156
	Iteration 4Q: 3 clusters Score -727617.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -727672.000000 Penalty: 4292.035156
	Iteration 5Q: 3 clusters Score -727672 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -727714.625000 Penalty: 4292.035156
	Iteration 6Q: 3 clusters Score -727714.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -727752.625000 Penalty: 4292.035156
	Iteration 7Q: 3 clusters Score -727752.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -727790.625000 Penalty: 4292.035156
	Iteration 8Q: 3 clusters Score -727790.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -727829.500000 Penalty: 4292.035156
	Iteration 9Q: 3 clusters Score -727829.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -727863.812500 Penalty: 4292.035156
	Iteration 10Q: 3 clusters Score -727863.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -727888.125000 Penalty: 4292.035156
	Iteration 11Q: 3 clusters Score -727888.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -727906.500000 Penalty: 4292.035156
	Iteration 12Q: 3 clusters Score -727906.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -727918.500000 Penalty: 4292.035156
	Iteration 13Q: 3 clusters Score -727918.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -727937.750000 Penalty: 4292.035156
	Iteration 14Q: 3 clusters Score -727937.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -727952.875000 Penalty: 4292.035156
	Iteration 15Q: 3 clusters Score -727952.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -727968.187500 Penalty: 4292.035156
	Iteration 16Q: 3 clusters Score -727968.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -727985.312500 Penalty: 4292.035156
	Iteration 17Q: 3 clusters Score -727985.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -728000.937500 Penalty: 4292.035156
	Iteration 18Q: 3 clusters Score -728000.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -728014.875000 Penalty: 4292.035156
	Iteration 19Q: 3 clusters Score -728014.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -728031.687500 Penalty: 4292.035156
	Iteration 20F: 3 clusters Score -728031.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -728055.875000 Penalty: 4292.035156
	Iteration 21Q: 3 clusters Score -728055.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -728076.875000 Penalty: 4292.035156
	Iteration 22Q: 3 clusters Score -728076.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -728101.937500 Penalty: 4292.035156
	Iteration 23Q: 3 clusters Score -728101.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -728126.312500 Penalty: 4292.035156
	Iteration 24Q: 3 clusters Score -728126.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -728146.750000 Penalty: 4292.035156
	Iteration 25Q: 3 clusters Score -728146.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -728171.437500 Penalty: 4292.035156
	Iteration 26Q: 3 clusters Score -728171.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -728199.812500 Penalty: 4292.035156
	Iteration 27Q: 3 clusters Score -728199.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -728227.125000 Penalty: 4292.035156
	Iteration 28Q: 3 clusters Score -728227.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -728249.000000 Penalty: 4292.035156
	Iteration 29Q: 3 clusters Score -728249 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -728273.750000 Penalty: 4292.035156
	Iteration 30Q: 3 clusters Score -728273.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -728306.375000 Penalty: 4292.035156
	Iteration 31Q: 3 clusters Score -728306.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -728339.562500 Penalty: 4292.035156
	Iteration 32Q: 3 clusters Score -728339.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -728376.375000 Penalty: 4292.035156
	Iteration 33Q: 3 clusters Score -728376.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -728416.000000 Penalty: 4292.035156
	Iteration 34Q: 3 clusters Score -728416 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -728455.937500 Penalty: 4292.035156
	Iteration 35Q: 3 clusters Score -728455.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -728493.312500 Penalty: 4292.035156
	Iteration 36Q: 3 clusters Score -728493.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -728524.187500 Penalty: 4292.035156
	Iteration 37Q: 3 clusters Score -728524.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -728557.000000 Penalty: 4292.035156
	Iteration 38Q: 3 clusters Score -728557 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -728588.875000 Penalty: 4292.035156
	Iteration 39Q: 3 clusters Score -728588.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -728623.062500 Penalty: 4292.035156
	Iteration 40F: 3 clusters Score -728623.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -728659.000000 Penalty: 4292.035156
	Iteration 41Q: 3 clusters Score -728659 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -728692.187500 Penalty: 4292.035156
	Iteration 42Q: 3 clusters Score -728692.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -728727.687500 Penalty: 4292.035156
	Iteration 43Q: 3 clusters Score -728727.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -728758.625000 Penalty: 4292.035156
	Iteration 44Q: 3 clusters Score -728758.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -728786.187500 Penalty: 4292.035156
	Iteration 45Q: 3 clusters Score -728786.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -728821.750000 Penalty: 4292.035156
	Iteration 46Q: 3 clusters Score -728821.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -728843.625000 Penalty: 4292.035156
	Iteration 47Q: 3 clusters Score -728843.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -728862.937500 Penalty: 4292.035156
	Iteration 48Q: 3 clusters Score -728862.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -728871.125000 Penalty: 4292.035156
	Iteration 49Q: 3 clusters Score -728871.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -728884.437500 Penalty: 4292.035156
	Iteration 50Q: 3 clusters Score -728884.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -728898.812500 Penalty: 4292.035156
	Iteration 51Q: 3 clusters Score -728898.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -728908.875000 Penalty: 4292.035156
	Iteration 52Q: 3 clusters Score -728908.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -728921.625000 Penalty: 4292.035156
	Iteration 53Q: 3 clusters Score -728921.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -728931.375000 Penalty: 4292.035156
	Iteration 54Q: 3 clusters Score -728931.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -728939.937500 Penalty: 4292.035156
	Iteration 55Q: 3 clusters Score -728939.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -728952.250000 Penalty: 4292.035156
	Iteration 56Q: 3 clusters Score -728952.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -728959.250000 Penalty: 4292.035156
	Iteration 57Q: 3 clusters Score -728959.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -728961.687500 Penalty: 4292.035156
	Iteration 58Q: 3 clusters Score -728961.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -728968.750000 Penalty: 4292.035156
	Iteration 59Q: 3 clusters Score -728968.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -728971.812500 Penalty: 4292.035156
	Iteration 60F: 3 clusters Score -728971.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -728973.562500 Penalty: 4292.035156
	Iteration 61Q: 3 clusters Score -728973.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -728975.437500 Penalty: 4292.035156
	Iteration 62Q: 3 clusters Score -728975.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -728980.062500 Penalty: 4292.035156
	Iteration 63Q: 3 clusters Score -728980.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -728983.312500 Penalty: 4292.035156
	Iteration 64Q: 3 clusters Score -728983.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -728987.250000 Penalty: 4292.035156
	Iteration 65Q: 3 clusters Score -728987.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -728993.000000 Penalty: 4292.035156
	Iteration 66Q: 3 clusters Score -728993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -728994.375000 Penalty: 4292.035156
	Iteration 67Q: 3 clusters Score -728994.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -729000.937500 Penalty: 4292.035156
	Iteration 68Q: 3 clusters Score -729000.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -729006.062500 Penalty: 4292.035156
	Iteration 69Q: 3 clusters Score -729006.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -729011.187500 Penalty: 4292.035156
	Iteration 70Q: 3 clusters Score -729011.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -729020.187500 Penalty: 4292.035156
	Iteration 71Q: 3 clusters Score -729020.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -729029.375000 Penalty: 4292.035156
	Iteration 72Q: 3 clusters Score -729029.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -729033.312500 Penalty: 4292.035156
	Iteration 73Q: 3 clusters Score -729033.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -729033.312500 Penalty: 4292.035156
	Iteration 74Q: 3 clusters Score -729033.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -729033.312500 Penalty: 4292.035156
	Iteration 75F: 3 clusters Score -729033.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Entering Unmasked Estep 
Score: -658714.375000 Penalty: 2116.737061
	Iteration 0F: 2 clusters Score -658714.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -654117.687500 Penalty: 4233.474121
	Iteration 0F: 3 clusters Score -654117.7 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -655199.500000 Penalty: 4233.474121
	Iteration 1F: 3 clusters Score -655199.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -655385.812500 Penalty: 4233.474121
	Iteration 2F: 3 clusters Score -655385.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -655500.125000 Penalty: 4233.474121
	Iteration 3Q: 3 clusters Score -655500.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -655580.625000 Penalty: 4233.474121
	Iteration 4Q: 3 clusters Score -655580.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -655627.062500 Penalty: 4233.474121
	Iteration 5Q: 3 clusters Score -655627.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -655656.437500 Penalty: 4233.474121
	Iteration 6Q: 3 clusters Score -655656.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -655683.250000 Penalty: 4233.474121
	Iteration 7Q: 3 clusters Score -655683.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -655707.187500 Penalty: 4233.474121
	Iteration 8Q: 3 clusters Score -655707.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -655733.000000 Penalty: 4233.474121
	Iteration 9Q: 3 clusters Score -655733 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -655752.375000 Penalty: 4233.474121
	Iteration 10Q: 3 clusters Score -655752.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -655768.250000 Penalty: 4233.474121
	Iteration 11Q: 3 clusters Score -655768.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -655780.562500 Penalty: 4233.474121
	Iteration 12Q: 3 clusters Score -655780.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -655793.312500 Penalty: 4233.474121
	Iteration 13Q: 3 clusters Score -655793.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -655801.937500 Penalty: 4233.474121
	Iteration 14Q: 3 clusters Score -655801.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -655816.062500 Penalty: 4233.474121
	Iteration 15Q: 3 clusters Score -655816.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -655827.500000 Penalty: 4233.474121
	Iteration 16Q: 3 clusters Score -655827.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -655836.375000 Penalty: 4233.474121
	Iteration 17Q: 3 clusters Score -655836.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -655846.125000 Penalty: 4233.474121
	Iteration 18Q: 3 clusters Score -655846.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -655854.562500 Penalty: 4233.474121
	Iteration 19Q: 3 clusters Score -655854.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -655858.562500 Penalty: 4233.474121
	Iteration 20F: 3 clusters Score -655858.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -655863.937500 Penalty: 4233.474121
	Iteration 21Q: 3 clusters Score -655863.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -655870.125000 Penalty: 4233.474121
	Iteration 22Q: 3 clusters Score -655870.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -655872.875000 Penalty: 4233.474121
	Iteration 23Q: 3 clusters Score -655872.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -655876.875000 Penalty: 4233.474121
	Iteration 24Q: 3 clusters Score -655876.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -655879.625000 Penalty: 4233.474121
	Iteration 25Q: 3 clusters Score -655879.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -655883.187500 Penalty: 4233.474121
	Iteration 26Q: 3 clusters Score -655883.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -655883.562500 Penalty: 4233.474121
	Iteration 27Q: 3 clusters Score -655883.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -655883.687500 Penalty: 4233.474121
	Iteration 28Q: 3 clusters Score -655883.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -655882.812500 Penalty: 4233.474121
	Iteration 29Q: 3 clusters Score -655882.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -655884.062500 Penalty: 4233.474121
	Iteration 30Q: 3 clusters Score -655884.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -655884.937500 Penalty: 4233.474121
	Iteration 31Q: 3 clusters Score -655884.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -655884.250000 Penalty: 4233.474121
	Iteration 32Q: 3 clusters Score -655884.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -655885.562500 Penalty: 4233.474121
	Iteration 33Q: 3 clusters Score -655885.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -655885.562500 Penalty: 4233.474121
	Iteration 34F: 3 clusters Score -655885.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Entering Unmasked Estep 
Score: -134614.562500 Penalty: 1731.750000
	Iteration 0F: 2 clusters Score -134614.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -132653.718750 Penalty: 3463.500000
	Iteration 0F: 3 clusters Score -132653.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -132940.531250 Penalty: 3463.500000
	Iteration 1F: 3 clusters Score -132940.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -133018.968750 Penalty: 3463.500000
	Iteration 2F: 3 clusters Score -133019 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -133053.531250 Penalty: 3463.500000
	Iteration 3Q: 3 clusters Score -133053.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -133072.921875 Penalty: 3463.500000
	Iteration 4Q: 3 clusters Score -133072.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -133089.921875 Penalty: 3463.500000
	Iteration 5Q: 3 clusters Score -133089.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -133104.312500 Penalty: 3463.500000
	Iteration 6Q: 3 clusters Score -133104.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -133111.250000 Penalty: 3463.500000
	Iteration 7Q: 3 clusters Score -133111.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -133113.250000 Penalty: 3463.500000
	Iteration 8Q: 3 clusters Score -133113.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -133114.125000 Penalty: 3463.500000
	Iteration 9Q: 3 clusters Score -133114.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -133114.734375 Penalty: 3463.500000
	Iteration 10Q: 3 clusters Score -133114.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -133114.734375 Penalty: 3463.500000
	Iteration 11F: 3 clusters Score -133114.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Entering Unmasked Estep 
Score: -228208.203125 Penalty: 1863.264526
	Iteration 0F: 2 clusters Score -228208.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -225696.640625 Penalty: 3726.529053
	Iteration 0F: 3 clusters Score -225696.6 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -226217.531250 Penalty: 3726.529053
	Iteration 1F: 3 clusters Score -226217.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -226488.156250 Penalty: 3726.529053
	Iteration 2F: 3 clusters Score -226488.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -226710.578125 Penalty: 3726.529053
	Iteration 3F: 3 clusters Score -226710.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -226894.078125 Penalty: 3726.529053
	Iteration 4F: 3 clusters Score -226894.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -227047.984375 Penalty: 3726.529053
	Iteration 5F: 3 clusters Score -227048 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -227180.968750 Penalty: 3726.529053
	Iteration 6Q: 3 clusters Score -227181 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -227279.453125 Penalty: 3726.529053
	Iteration 7Q: 3 clusters Score -227279.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -227372.781250 Penalty: 3726.529053
	Iteration 8Q: 3 clusters Score -227372.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -227454.968750 Penalty: 3726.529053
	Iteration 9Q: 3 clusters Score -227455 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -227499.328125 Penalty: 3726.529053
	Iteration 10Q: 3 clusters Score -227499.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -227529.359375 Penalty: 3726.529053
	Iteration 11Q: 3 clusters Score -227529.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -227551.265625 Penalty: 3726.529053
	Iteration 12Q: 3 clusters Score -227551.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -227559.750000 Penalty: 3726.529053
	Iteration 13Q: 3 clusters Score -227559.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -227560.343750 Penalty: 3726.529053
	Iteration 14Q: 3 clusters Score -227560.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -227562.281250 Penalty: 3726.529053
	Iteration 15Q: 3 clusters Score -227562.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -227566.484375 Penalty: 3726.529053
	Iteration 16Q: 3 clusters Score -227566.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -227568.875000 Penalty: 3726.529053
	Iteration 17Q: 3 clusters Score -227568.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -227569.390625 Penalty: 3726.529053
	Iteration 18Q: 3 clusters Score -227569.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -227570.093750 Penalty: 3726.529053
	Iteration 19Q: 3 clusters Score -227570.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -227570.421875 Penalty: 3726.529053
	Iteration 20F: 3 clusters Score -227570.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -102643.890625 Penalty: 1699.879883
	Iteration 0F: 2 clusters Score -102643.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -100876.679688 Penalty: 3399.759766
	Iteration 0F: 3 clusters Score -100876.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -101404.156250 Penalty: 3399.759766
	Iteration 1F: 3 clusters Score -101404.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -101918.914062 Penalty: 3399.759766
	Iteration 2F: 3 clusters Score -101918.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -102286.023438 Penalty: 3399.759766
	Iteration 3F: 3 clusters Score -102286 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -102549.929688 Penalty: 3399.759766
	Iteration 4Q: 3 clusters Score -102549.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -102829.687500 Penalty: 3399.759766
	Iteration 5Q: 3 clusters Score -102829.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -103125.820312 Penalty: 3399.759766
	Iteration 6Q: 3 clusters Score -103125.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -103220.054688 Penalty: 3399.759766
	Iteration 7Q: 3 clusters Score -103220.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -103315.609375 Penalty: 3399.759766
	Iteration 8Q: 3 clusters Score -103315.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -103376.656250 Penalty: 3399.759766
	Iteration 9Q: 3 clusters Score -103376.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -103424.117188 Penalty: 3399.759766
	Iteration 10Q: 3 clusters Score -103424.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -103461.226562 Penalty: 3399.759766
	Iteration 11Q: 3 clusters Score -103461.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -103487.460938 Penalty: 3399.759766
	Iteration 12Q: 3 clusters Score -103487.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -103494.867188 Penalty: 3399.759766
	Iteration 13Q: 3 clusters Score -103494.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -103494.867188 Penalty: 3399.759766
	Iteration 14F: 3 clusters Score -103494.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 23748 members 
Mstep: Class 3 contains 4388 members 
Mstep: Class 4 contains 3537 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8875 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 136393 members 
Mstep: Class 11 contains 16934 members 
Mstep: Class 12 contains 133832 members 
Mstep: Class 13 contains 319 members 
Mstep: Class 16 contains 95424 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 5091 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 629 members 
Entering Unmasked Estep 
Score: -57705624.000000 Penalty: 61452.480469
Splitting cluster 22 changes total score from -57706304.000000 to -57705624.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 23748 members 
Mstep: Class 3 contains 4388 members 
Mstep: Class 4 contains 3537 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8875 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 136393 members 
Mstep: Class 11 contains 16934 members 
Mstep: Class 12 contains 133832 members 
Mstep: Class 16 contains 95424 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 5091 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706320.000000 Penalty: 58218.136719
Iteration 159Q: 19 clusters Score -5.770632e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 23752 members 
Mstep: Class 3 contains 4387 members 
Mstep: Class 4 contains 3537 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8875 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 136337 members 
Mstep: Class 11 contains 16932 members 
Mstep: Class 12 contains 133885 members 
Mstep: Class 16 contains 95424 members 
Mstep: Class 17 contains 5730 members 
Mstep: Class 18 contains 5091 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706332.000000 Penalty: 58218.136719
Iteration 160F: 19 clusters Score -5.770633e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 23761 members 
Mstep: Class 3 contains 4388 members 
Mstep: Class 4 contains 3536 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8875 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 136267 members 
Mstep: Class 11 contains 16934 members 
Mstep: Class 12 contains 133934 members 
Mstep: Class 16 contains 95429 members 
Mstep: Class 17 contains 5730 members 
Mstep: Class 18 contains 5092 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706272.000000 Penalty: 58218.136719
Iteration 161Q: 19 clusters Score -5.770627e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 23765 members 
Mstep: Class 3 contains 4389 members 
Mstep: Class 4 contains 3535 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8875 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 136208 members 
Mstep: Class 11 contains 16936 members 
Mstep: Class 12 contains 133987 members 
Mstep: Class 16 contains 95427 members 
Mstep: Class 17 contains 5730 members 
Mstep: Class 18 contains 5092 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706304.000000 Penalty: 58218.136719
Iteration 162Q: 19 clusters Score -5.77063e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 23766 members 
Mstep: Class 3 contains 4389 members 
Mstep: Class 4 contains 3533 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8876 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 136145 members 
Mstep: Class 11 contains 16939 members 
Mstep: Class 12 contains 134042 members 
Mstep: Class 16 contains 95429 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 5093 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706272.000000 Penalty: 58218.136719
Iteration 163Q: 19 clusters Score -5.770627e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 23768 members 
Mstep: Class 3 contains 4389 members 
Mstep: Class 4 contains 3532 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8877 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 136080 members 
Mstep: Class 11 contains 16940 members 
Mstep: Class 12 contains 134100 members 
Mstep: Class 16 contains 95435 members 
Mstep: Class 17 contains 5732 members 
Mstep: Class 18 contains 5095 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706280.000000 Penalty: 58218.136719
Iteration 164Q: 19 clusters Score -5.770628e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 23772 members 
Mstep: Class 3 contains 4388 members 
Mstep: Class 4 contains 3530 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8878 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 136017 members 
Mstep: Class 11 contains 16939 members 
Mstep: Class 12 contains 134163 members 
Mstep: Class 16 contains 95436 members 
Mstep: Class 17 contains 5732 members 
Mstep: Class 18 contains 5096 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706276.000000 Penalty: 58218.136719
Iteration 165Q: 19 clusters Score -5.770628e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 23773 members 
Mstep: Class 3 contains 4386 members 
Mstep: Class 4 contains 3531 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8878 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 135947 members 
Mstep: Class 11 contains 16938 members 
Mstep: Class 12 contains 134232 members 
Mstep: Class 16 contains 95440 members 
Mstep: Class 17 contains 5732 members 
Mstep: Class 18 contains 5096 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706224.000000 Penalty: 58218.136719
Iteration 166Q: 19 clusters Score -5.770622e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 23777 members 
Mstep: Class 3 contains 4386 members 
Mstep: Class 4 contains 3531 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8878 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 135876 members 
Mstep: Class 11 contains 16938 members 
Mstep: Class 12 contains 134296 members 
Mstep: Class 16 contains 95446 members 
Mstep: Class 17 contains 5732 members 
Mstep: Class 18 contains 5097 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706264.000000 Penalty: 58218.136719
Iteration 167Q: 19 clusters Score -5.770626e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 23776 members 
Mstep: Class 3 contains 4385 members 
Mstep: Class 4 contains 3531 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8878 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 135805 members 
Mstep: Class 11 contains 16937 members 
Mstep: Class 12 contains 134363 members 
Mstep: Class 16 contains 95453 members 
Mstep: Class 17 contains 5732 members 
Mstep: Class 18 contains 5098 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706304.000000 Penalty: 58218.136719
Iteration 168Q: 19 clusters Score -5.77063e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 23776 members 
Mstep: Class 3 contains 4386 members 
Mstep: Class 4 contains 3531 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8878 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 135738 members 
Mstep: Class 11 contains 16936 members 
Mstep: Class 12 contains 134423 members 
Mstep: Class 16 contains 95457 members 
Mstep: Class 17 contains 5732 members 
Mstep: Class 18 contains 5099 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706252.000000 Penalty: 58218.136719
Iteration 169Q: 19 clusters Score -5.770625e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 23777 members 
Mstep: Class 3 contains 4386 members 
Mstep: Class 4 contains 3530 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8878 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 135660 members 
Mstep: Class 11 contains 16935 members 
Mstep: Class 12 contains 134500 members 
Mstep: Class 16 contains 95458 members 
Mstep: Class 17 contains 5732 members 
Mstep: Class 18 contains 5098 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706276.000000 Penalty: 58218.136719
Iteration 170Q: 19 clusters Score -5.770628e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 23776 members 
Mstep: Class 3 contains 4392 members 
Mstep: Class 4 contains 3528 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8878 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 135571 members 
Mstep: Class 11 contains 16934 members 
Mstep: Class 12 contains 134586 members 
Mstep: Class 16 contains 95456 members 
Mstep: Class 17 contains 5732 members 
Mstep: Class 18 contains 5099 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706292.000000 Penalty: 58218.136719
Iteration 171Q: 19 clusters Score -5.770629e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 23777 members 
Mstep: Class 3 contains 4394 members 
Mstep: Class 4 contains 3527 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8878 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 135492 members 
Mstep: Class 11 contains 16933 members 
Mstep: Class 12 contains 134658 members 
Mstep: Class 16 contains 95460 members 
Mstep: Class 17 contains 5732 members 
Mstep: Class 18 contains 5099 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706228.000000 Penalty: 58218.136719
Iteration 172Q: 19 clusters Score -5.770623e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 23778 members 
Mstep: Class 3 contains 4394 members 
Mstep: Class 4 contains 3525 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8878 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 135428 members 
Mstep: Class 11 contains 16935 members 
Mstep: Class 12 contains 134718 members 
Mstep: Class 16 contains 95462 members 
Mstep: Class 17 contains 5732 members 
Mstep: Class 18 contains 5100 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706268.000000 Penalty: 58218.136719
Iteration 173Q: 19 clusters Score -5.770627e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 23777 members 
Mstep: Class 3 contains 4394 members 
Mstep: Class 4 contains 3520 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8878 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 135365 members 
Mstep: Class 11 contains 16935 members 
Mstep: Class 12 contains 134784 members 
Mstep: Class 16 contains 95463 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 5101 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706324.000000 Penalty: 58218.136719
Iteration 174Q: 19 clusters Score -5.770632e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 23781 members 
Mstep: Class 3 contains 4394 members 
Mstep: Class 4 contains 3516 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8877 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 135298 members 
Mstep: Class 11 contains 16932 members 
Mstep: Class 12 contains 134850 members 
Mstep: Class 16 contains 95466 members 
Mstep: Class 17 contains 5732 members 
Mstep: Class 18 contains 5104 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706388.000000 Penalty: 58218.136719
Iteration 175Q: 19 clusters Score -5.770639e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 23785 members 
Mstep: Class 3 contains 4394 members 
Mstep: Class 4 contains 3513 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8879 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 135216 members 
Mstep: Class 11 contains 16929 members 
Mstep: Class 12 contains 134922 members 
Mstep: Class 16 contains 95473 members 
Mstep: Class 17 contains 5732 members 
Mstep: Class 18 contains 5105 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706376.000000 Penalty: 58218.136719
Iteration 176Q: 19 clusters Score -5.770638e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 23789 members 
Mstep: Class 3 contains 4394 members 
Mstep: Class 4 contains 3508 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8879 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 135136 members 
Mstep: Class 11 contains 16930 members 
Mstep: Class 12 contains 134993 members 
Mstep: Class 16 contains 95478 members 
Mstep: Class 17 contains 5732 members 
Mstep: Class 18 contains 5106 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706284.000000 Penalty: 58218.136719
Iteration 177Q: 19 clusters Score -5.770628e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 23791 members 
Mstep: Class 3 contains 4394 members 
Mstep: Class 4 contains 3505 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8879 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 135066 members 
Mstep: Class 11 contains 16931 members 
Mstep: Class 12 contains 135061 members 
Mstep: Class 16 contains 95479 members 
Mstep: Class 17 contains 5733 members 
Mstep: Class 18 contains 5107 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706336.000000 Penalty: 58218.136719
Iteration 178Q: 19 clusters Score -5.770634e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 23796 members 
Mstep: Class 3 contains 4394 members 
Mstep: Class 4 contains 3501 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8879 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 135009 members 
Mstep: Class 11 contains 16931 members 
Mstep: Class 12 contains 135116 members 
Mstep: Class 16 contains 95480 members 
Mstep: Class 17 contains 5734 members 
Mstep: Class 18 contains 5107 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706348.000000 Penalty: 58218.136719
Iteration 179Q: 19 clusters Score -5.770635e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 23798 members 
Mstep: Class 3 contains 4394 members 
Mstep: Class 4 contains 3498 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8879 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 134947 members 
Mstep: Class 11 contains 16931 members 
Mstep: Class 12 contains 135173 members 
Mstep: Class 16 contains 95482 members 
Mstep: Class 17 contains 5735 members 
Mstep: Class 18 contains 5108 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706360.000000 Penalty: 58218.136719
Iteration 180F: 19 clusters Score -5.770636e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 23800 members 
Mstep: Class 3 contains 4394 members 
Mstep: Class 4 contains 3494 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8879 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 134878 members 
Mstep: Class 11 contains 16930 members 
Mstep: Class 12 contains 135247 members 
Mstep: Class 16 contains 95481 members 
Mstep: Class 17 contains 5735 members 
Mstep: Class 18 contains 5108 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706368.000000 Penalty: 58218.136719
Iteration 181Q: 19 clusters Score -5.770637e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 23799 members 
Mstep: Class 3 contains 4393 members 
Mstep: Class 4 contains 3483 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8879 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 134825 members 
Mstep: Class 11 contains 16930 members 
Mstep: Class 12 contains 135312 members 
Mstep: Class 16 contains 95480 members 
Mstep: Class 17 contains 5736 members 
Mstep: Class 18 contains 5109 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706392.000000 Penalty: 58218.136719
Iteration 182Q: 19 clusters Score -5.770639e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 23799 members 
Mstep: Class 3 contains 4394 members 
Mstep: Class 4 contains 3476 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8879 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 134783 members 
Mstep: Class 11 contains 16930 members 
Mstep: Class 12 contains 135362 members 
Mstep: Class 16 contains 95481 members 
Mstep: Class 17 contains 5735 members 
Mstep: Class 18 contains 5108 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706392.000000 Penalty: 58218.136719
Iteration 183Q: 19 clusters Score -5.770639e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 23799 members 
Mstep: Class 3 contains 4395 members 
Mstep: Class 4 contains 3472 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8879 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 134735 members 
Mstep: Class 11 contains 16928 members 
Mstep: Class 12 contains 135420 members 
Mstep: Class 16 contains 95480 members 
Mstep: Class 17 contains 5734 members 
Mstep: Class 18 contains 5109 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706372.000000 Penalty: 58218.136719
Iteration 184Q: 19 clusters Score -5.770637e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 23797 members 
Mstep: Class 3 contains 4396 members 
Mstep: Class 4 contains 3470 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8878 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 134679 members 
Mstep: Class 11 contains 16929 members 
Mstep: Class 12 contains 135474 members 
Mstep: Class 16 contains 95483 members 
Mstep: Class 17 contains 5734 members 
Mstep: Class 18 contains 5111 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706432.000000 Penalty: 58218.136719
Iteration 185Q: 19 clusters Score -5.770643e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 23798 members 
Mstep: Class 3 contains 4395 members 
Mstep: Class 4 contains 3462 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8876 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 134642 members 
Mstep: Class 11 contains 16928 members 
Mstep: Class 12 contains 135518 members 
Mstep: Class 16 contains 95487 members 
Mstep: Class 17 contains 5733 members 
Mstep: Class 18 contains 5112 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706384.000000 Penalty: 58218.136719
Iteration 186Q: 19 clusters Score -5.770638e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 23798 members 
Mstep: Class 3 contains 4396 members 
Mstep: Class 4 contains 3458 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8875 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 134603 members 
Mstep: Class 11 contains 16929 members 
Mstep: Class 12 contains 135558 members 
Mstep: Class 16 contains 95487 members 
Mstep: Class 17 contains 5733 members 
Mstep: Class 18 contains 5112 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706344.000000 Penalty: 58218.136719
Iteration 187Q: 19 clusters Score -5.770634e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 23798 members 
Mstep: Class 3 contains 4396 members 
Mstep: Class 4 contains 3453 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8874 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 134558 members 
Mstep: Class 11 contains 16929 members 
Mstep: Class 12 contains 135608 members 
Mstep: Class 16 contains 95491 members 
Mstep: Class 17 contains 5733 members 
Mstep: Class 18 contains 5112 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706428.000000 Penalty: 58218.136719
Iteration 188Q: 19 clusters Score -5.770643e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 23797 members 
Mstep: Class 3 contains 4396 members 
Mstep: Class 4 contains 3449 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8875 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 134505 members 
Mstep: Class 11 contains 16928 members 
Mstep: Class 12 contains 135665 members 
Mstep: Class 16 contains 95493 members 
Mstep: Class 17 contains 5733 members 
Mstep: Class 18 contains 5112 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706348.000000 Penalty: 58218.136719
Iteration 189Q: 19 clusters Score -5.770635e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 23796 members 
Mstep: Class 3 contains 4396 members 
Mstep: Class 4 contains 3445 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8873 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 134452 members 
Mstep: Class 11 contains 16926 members 
Mstep: Class 12 contains 135733 members 
Mstep: Class 16 contains 95489 members 
Mstep: Class 17 contains 5733 members 
Mstep: Class 18 contains 5113 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706344.000000 Penalty: 58218.136719
Iteration 190Q: 19 clusters Score -5.770634e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 23797 members 
Mstep: Class 3 contains 4396 members 
Mstep: Class 4 contains 3444 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8873 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 134384 members 
Mstep: Class 11 contains 16926 members 
Mstep: Class 12 contains 135803 members 
Mstep: Class 16 contains 95485 members 
Mstep: Class 17 contains 5733 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706384.000000 Penalty: 58218.136719
Iteration 191Q: 19 clusters Score -5.770638e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 23800 members 
Mstep: Class 3 contains 4396 members 
Mstep: Class 4 contains 3444 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8872 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 134314 members 
Mstep: Class 11 contains 16925 members 
Mstep: Class 12 contains 135868 members 
Mstep: Class 16 contains 95485 members 
Mstep: Class 17 contains 5733 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706420.000000 Penalty: 58218.136719
Iteration 192Q: 19 clusters Score -5.770642e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 23804 members 
Mstep: Class 3 contains 4396 members 
Mstep: Class 4 contains 3444 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8872 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 134251 members 
Mstep: Class 11 contains 16925 members 
Mstep: Class 12 contains 135924 members 
Mstep: Class 16 contains 95486 members 
Mstep: Class 17 contains 5733 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706440.000000 Penalty: 58218.136719
Iteration 193Q: 19 clusters Score -5.770644e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 23805 members 
Mstep: Class 3 contains 4397 members 
Mstep: Class 4 contains 3444 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8871 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 134173 members 
Mstep: Class 11 contains 16924 members 
Mstep: Class 12 contains 135999 members 
Mstep: Class 16 contains 95484 members 
Mstep: Class 17 contains 5734 members 
Mstep: Class 18 contains 5116 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706384.000000 Penalty: 58218.136719
Iteration 194Q: 19 clusters Score -5.770638e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 23808 members 
Mstep: Class 3 contains 4397 members 
Mstep: Class 4 contains 3444 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8871 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 134106 members 
Mstep: Class 11 contains 16923 members 
Mstep: Class 12 contains 136056 members 
Mstep: Class 16 contains 95488 members 
Mstep: Class 17 contains 5734 members 
Mstep: Class 18 contains 5118 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706372.000000 Penalty: 58218.136719
Iteration 195Q: 19 clusters Score -5.770637e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 23811 members 
Mstep: Class 3 contains 4397 members 
Mstep: Class 4 contains 3443 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8871 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 134055 members 
Mstep: Class 11 contains 16924 members 
Mstep: Class 12 contains 136108 members 
Mstep: Class 16 contains 95485 members 
Mstep: Class 17 contains 5734 members 
Mstep: Class 18 contains 5117 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706388.000000 Penalty: 58218.136719
Iteration 196Q: 19 clusters Score -5.770639e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 23811 members 
Mstep: Class 3 contains 4397 members 
Mstep: Class 4 contains 3440 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8871 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 133998 members 
Mstep: Class 11 contains 16924 members 
Mstep: Class 12 contains 136169 members 
Mstep: Class 16 contains 95481 members 
Mstep: Class 17 contains 5734 members 
Mstep: Class 18 contains 5117 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706344.000000 Penalty: 58218.136719
Iteration 197Q: 19 clusters Score -5.770634e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 23808 members 
Mstep: Class 3 contains 4397 members 
Mstep: Class 4 contains 3438 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8871 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 133922 members 
Mstep: Class 11 contains 16924 members 
Mstep: Class 12 contains 136243 members 
Mstep: Class 16 contains 95482 members 
Mstep: Class 17 contains 5735 members 
Mstep: Class 18 contains 5115 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706316.000000 Penalty: 58218.136719
Iteration 198Q: 19 clusters Score -5.770632e+07 nChanged 100
Entering ConstructFrom: 
Score: -57706316.000000 Penalty: 58218.136719
Entering ConstructFrom: 
Trying to split cluster 1 (20582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Entering Unmasked Estep 
Score: -2645446.250000 Penalty: 2463.178711
	Iteration 0F: 2 clusters Score -2645446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -2630896.000000 Penalty: 4926.357422
	Iteration 0F: 3 clusters Score -2630896 nChanged 9048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -2635724.000000 Penalty: 4926.357422
	Iteration 1F: 3 clusters Score -2635724 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -2636127.000000 Penalty: 4926.357422
	Iteration 2F: 3 clusters Score -2636127 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2636511.250000 Penalty: 4926.357422
	Iteration 3Q: 3 clusters Score -2636511 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2636882.750000 Penalty: 4926.357422
	Iteration 4Q: 3 clusters Score -2636883 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -2637257.750000 Penalty: 4926.357422
	Iteration 5Q: 3 clusters Score -2637258 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2637704.250000 Penalty: 4926.357422
	Iteration 6Q: 3 clusters Score -2637704 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -2638240.500000 Penalty: 4926.357422
	Iteration 7Q: 3 clusters Score -2638240 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -2638855.500000 Penalty: 4926.357422
	Iteration 8Q: 3 clusters Score -2638856 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2639540.250000 Penalty: 4926.357422
	Iteration 9Q: 3 clusters Score -2639540 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -2640176.000000 Penalty: 4926.357422
	Iteration 10Q: 3 clusters Score -2640176 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -2640610.500000 Penalty: 4926.357422
	Iteration 11Q: 3 clusters Score -2640610 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -2640912.750000 Penalty: 4926.357422
	Iteration 12Q: 3 clusters Score -2640913 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -2641121.500000 Penalty: 4926.357422
	Iteration 13Q: 3 clusters Score -2641122 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -2641246.750000 Penalty: 4926.357422
	Iteration 14Q: 3 clusters Score -2641247 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -2641391.250000 Penalty: 4926.357422
	Iteration 15Q: 3 clusters Score -2641391 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -2641517.250000 Penalty: 4926.357422
	Iteration 16Q: 3 clusters Score -2641517 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -2641637.000000 Penalty: 4926.357422
	Iteration 17Q: 3 clusters Score -2641637 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -2641750.000000 Penalty: 4926.357422
	Iteration 18Q: 3 clusters Score -2641750 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -2641873.000000 Penalty: 4926.357422
	Iteration 19Q: 3 clusters Score -2641873 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -2641986.250000 Penalty: 4926.357422
	Iteration 20F: 3 clusters Score -2641986 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -2642111.000000 Penalty: 4926.357422
	Iteration 21Q: 3 clusters Score -2642111 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -2642223.750000 Penalty: 4926.357422
	Iteration 22Q: 3 clusters Score -2642224 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -2642338.250000 Penalty: 4926.357422
	Iteration 23Q: 3 clusters Score -2642338 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -2642455.250000 Penalty: 4926.357422
	Iteration 24Q: 3 clusters Score -2642455 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -2642552.250000 Penalty: 4926.357422
	Iteration 25Q: 3 clusters Score -2642552 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -2642654.500000 Penalty: 4926.357422
	Iteration 26Q: 3 clusters Score -2642654 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -2642749.000000 Penalty: 4926.357422
	Iteration 27Q: 3 clusters Score -2642749 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -2642820.750000 Penalty: 4926.357422
	Iteration 28Q: 3 clusters Score -2642821 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2642881.750000 Penalty: 4926.357422
	Iteration 29Q: 3 clusters Score -2642882 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -2642929.750000 Penalty: 4926.357422
	Iteration 30Q: 3 clusters Score -2642930 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -2642975.000000 Penalty: 4926.357422
	Iteration 31Q: 3 clusters Score -2642975 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -2643034.500000 Penalty: 4926.357422
	Iteration 32Q: 3 clusters Score -2643034 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -2643078.750000 Penalty: 4926.357422
	Iteration 33Q: 3 clusters Score -2643079 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -2643128.000000 Penalty: 4926.357422
	Iteration 34Q: 3 clusters Score -2643128 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -2643165.500000 Penalty: 4926.357422
	Iteration 35Q: 3 clusters Score -2643166 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2643203.000000 Penalty: 4926.357422
	Iteration 36Q: 3 clusters Score -2643203 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -2643232.750000 Penalty: 4926.357422
	Iteration 37Q: 3 clusters Score -2643233 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -2643269.500000 Penalty: 4926.357422
	Iteration 38Q: 3 clusters Score -2643270 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -2643298.000000 Penalty: 4926.357422
	Iteration 39Q: 3 clusters Score -2643298 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -2643322.500000 Penalty: 4926.357422
	Iteration 40F: 3 clusters Score -2643322 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -2643346.750000 Penalty: 4926.357422
	Iteration 41Q: 3 clusters Score -2643347 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -2643364.250000 Penalty: 4926.357422
	Iteration 42Q: 3 clusters Score -2643364 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -2643372.500000 Penalty: 4926.357422
	Iteration 43Q: 3 clusters Score -2643372 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -2643386.000000 Penalty: 4926.357422
	Iteration 44Q: 3 clusters Score -2643386 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -2643393.500000 Penalty: 4926.357422
	Iteration 45Q: 3 clusters Score -2643394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -2643402.750000 Penalty: 4926.357422
	Iteration 46Q: 3 clusters Score -2643403 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -2643400.750000 Penalty: 4926.357422
	Iteration 47Q: 3 clusters Score -2643401 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -2643409.750000 Penalty: 4926.357422
	Iteration 48Q: 3 clusters Score -2643410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -2643412.250000 Penalty: 4926.357422
	Iteration 49Q: 3 clusters Score -2643412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -2643421.250000 Penalty: 4926.357422
	Iteration 50Q: 3 clusters Score -2643421 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -2643435.250000 Penalty: 4926.357422
	Iteration 51Q: 3 clusters Score -2643435 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -2643441.500000 Penalty: 4926.357422
	Iteration 52Q: 3 clusters Score -2643442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -2643447.750000 Penalty: 4926.357422
	Iteration 53Q: 3 clusters Score -2643448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -2643452.500000 Penalty: 4926.357422
	Iteration 54Q: 3 clusters Score -2643452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -2643454.750000 Penalty: 4926.357422
	Iteration 55Q: 3 clusters Score -2643455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -2643461.500000 Penalty: 4926.357422
	Iteration 56Q: 3 clusters Score -2643462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -2643464.500000 Penalty: 4926.357422
	Iteration 57Q: 3 clusters Score -2643464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -2643462.750000 Penalty: 4926.357422
	Iteration 58Q: 3 clusters Score -2643463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -2643465.250000 Penalty: 4926.357422
	Iteration 59Q: 3 clusters Score -2643465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -2643470.000000 Penalty: 4926.357422
	Iteration 60F: 3 clusters Score -2643470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -2643467.750000 Penalty: 4926.357422
	Iteration 61Q: 3 clusters Score -2643468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -2643466.250000 Penalty: 4926.357422
	Iteration 62Q: 3 clusters Score -2643466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -2643466.250000 Penalty: 4926.357422
	Iteration 63F: 3 clusters Score -2643466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Entering Unmasked Estep 
Score: -3074036.500000 Penalty: 2499.299072
	Iteration 0F: 2 clusters Score -3074036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -3057544.250000 Penalty: 4998.598145
	Iteration 0F: 3 clusters Score -3057544 nChanged 10597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -3063193.500000 Penalty: 4998.598145
	Iteration 1F: 3 clusters Score -3063194 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -3063633.500000 Penalty: 4998.598145
	Iteration 2Q: 3 clusters Score -3063634 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -3064128.250000 Penalty: 4998.598145
	Iteration 3Q: 3 clusters Score -3064128 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -3064790.000000 Penalty: 4998.598145
	Iteration 4F: 3 clusters Score -3064790 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -3065623.750000 Penalty: 4998.598145
	Iteration 5F: 3 clusters Score -3065624 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -3066720.500000 Penalty: 4998.598145
	Iteration 6F: 3 clusters Score -3066720 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -3068044.250000 Penalty: 4998.598145
	Iteration 7F: 3 clusters Score -3068044 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -3069389.250000 Penalty: 4998.598145
	Iteration 8F: 3 clusters Score -3069389 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -3070406.250000 Penalty: 4998.598145
	Iteration 9Q: 3 clusters Score -3070406 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -3071042.000000 Penalty: 4998.598145
	Iteration 10Q: 3 clusters Score -3071042 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -3071409.500000 Penalty: 4998.598145
	Iteration 11Q: 3 clusters Score -3071410 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -3071632.750000 Penalty: 4998.598145
	Iteration 12Q: 3 clusters Score -3071633 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -3071751.000000 Penalty: 4998.598145
	Iteration 13Q: 3 clusters Score -3071751 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -3071820.750000 Penalty: 4998.598145
	Iteration 14Q: 3 clusters Score -3071821 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -3071851.250000 Penalty: 4998.598145
	Iteration 15Q: 3 clusters Score -3071851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -3071865.500000 Penalty: 4998.598145
	Iteration 16Q: 3 clusters Score -3071866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -3071880.500000 Penalty: 4998.598145
	Iteration 17Q: 3 clusters Score -3071880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -3071885.500000 Penalty: 4998.598145
	Iteration 18Q: 3 clusters Score -3071886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -3071895.500000 Penalty: 4998.598145
	Iteration 19Q: 3 clusters Score -3071896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -3071895.000000 Penalty: 4998.598145
	Iteration 20F: 3 clusters Score -3071895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Entering Unmasked Estep 
Score: -569819.562500 Penalty: 2080.392090
	Iteration 0F: 2 clusters Score -569819.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -565657.437500 Penalty: 4160.784180
	Iteration 0F: 3 clusters Score -565657.4 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -566587.812500 Penalty: 4160.784180
	Iteration 1F: 3 clusters Score -566587.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -566793.437500 Penalty: 4160.784180
	Iteration 2F: 3 clusters Score -566793.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -566923.500000 Penalty: 4160.784180
	Iteration 3F: 3 clusters Score -566923.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -567002.562500 Penalty: 4160.784180
	Iteration 4Q: 3 clusters Score -567002.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -567065.937500 Penalty: 4160.784180
	Iteration 5Q: 3 clusters Score -567065.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -567120.125000 Penalty: 4160.784180
	Iteration 6Q: 3 clusters Score -567120.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -567164.187500 Penalty: 4160.784180
	Iteration 7Q: 3 clusters Score -567164.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -567202.750000 Penalty: 4160.784180
	Iteration 8Q: 3 clusters Score -567202.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -567238.312500 Penalty: 4160.784180
	Iteration 9Q: 3 clusters Score -567238.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -567274.062500 Penalty: 4160.784180
	Iteration 10Q: 3 clusters Score -567274.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -567303.625000 Penalty: 4160.784180
	Iteration 11Q: 3 clusters Score -567303.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -567334.187500 Penalty: 4160.784180
	Iteration 12Q: 3 clusters Score -567334.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -567366.500000 Penalty: 4160.784180
	Iteration 13Q: 3 clusters Score -567366.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -567400.062500 Penalty: 4160.784180
	Iteration 14Q: 3 clusters Score -567400.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -567430.125000 Penalty: 4160.784180
	Iteration 15Q: 3 clusters Score -567430.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -567466.562500 Penalty: 4160.784180
	Iteration 16Q: 3 clusters Score -567466.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -567502.812500 Penalty: 4160.784180
	Iteration 17Q: 3 clusters Score -567502.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -567540.125000 Penalty: 4160.784180
	Iteration 18Q: 3 clusters Score -567540.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -567575.250000 Penalty: 4160.784180
	Iteration 19Q: 3 clusters Score -567575.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -567610.562500 Penalty: 4160.784180
	Iteration 20F: 3 clusters Score -567610.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -567636.687500 Penalty: 4160.784180
	Iteration 21Q: 3 clusters Score -567636.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -567659.375000 Penalty: 4160.784180
	Iteration 22Q: 3 clusters Score -567659.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -567684.625000 Penalty: 4160.784180
	Iteration 23Q: 3 clusters Score -567684.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -567709.375000 Penalty: 4160.784180
	Iteration 24Q: 3 clusters Score -567709.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -567734.562500 Penalty: 4160.784180
	Iteration 25Q: 3 clusters Score -567734.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -567761.250000 Penalty: 4160.784180
	Iteration 26Q: 3 clusters Score -567761.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -567783.687500 Penalty: 4160.784180
	Iteration 27Q: 3 clusters Score -567783.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -567809.437500 Penalty: 4160.784180
	Iteration 28Q: 3 clusters Score -567809.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -567835.625000 Penalty: 4160.784180
	Iteration 29Q: 3 clusters Score -567835.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -567850.812500 Penalty: 4160.784180
	Iteration 30Q: 3 clusters Score -567850.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -567865.625000 Penalty: 4160.784180
	Iteration 31Q: 3 clusters Score -567865.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -567881.000000 Penalty: 4160.784180
	Iteration 32Q: 3 clusters Score -567881 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -567894.625000 Penalty: 4160.784180
	Iteration 33Q: 3 clusters Score -567894.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -567899.937500 Penalty: 4160.784180
	Iteration 34Q: 3 clusters Score -567899.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -567905.187500 Penalty: 4160.784180
	Iteration 35Q: 3 clusters Score -567905.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -567912.312500 Penalty: 4160.784180
	Iteration 36Q: 3 clusters Score -567912.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -567918.375000 Penalty: 4160.784180
	Iteration 37Q: 3 clusters Score -567918.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -567920.062500 Penalty: 4160.784180
	Iteration 38Q: 3 clusters Score -567920.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -567922.625000 Penalty: 4160.784180
	Iteration 39Q: 3 clusters Score -567922.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -567928.000000 Penalty: 4160.784180
	Iteration 40F: 3 clusters Score -567928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -567933.562500 Penalty: 4160.784180
	Iteration 41Q: 3 clusters Score -567933.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -567936.375000 Penalty: 4160.784180
	Iteration 42Q: 3 clusters Score -567936.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -567939.562500 Penalty: 4160.784180
	Iteration 43Q: 3 clusters Score -567939.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -567941.187500 Penalty: 4160.784180
	Iteration 44Q: 3 clusters Score -567941.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -567943.500000 Penalty: 4160.784180
	Iteration 45Q: 3 clusters Score -567943.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -567943.375000 Penalty: 4160.784180
	Iteration 46Q: 3 clusters Score -567943.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -567944.875000 Penalty: 4160.784180
	Iteration 47Q: 3 clusters Score -567944.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -567946.062500 Penalty: 4160.784180
	Iteration 48Q: 3 clusters Score -567946.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -567949.312500 Penalty: 4160.784180
	Iteration 49Q: 3 clusters Score -567949.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -567949.562500 Penalty: 4160.784180
	Iteration 50Q: 3 clusters Score -567949.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -567951.250000 Penalty: 4160.784180
	Iteration 51Q: 3 clusters Score -567951.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -567951.250000 Penalty: 4160.784180
	Iteration 52F: 3 clusters Score -567951.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Entering Unmasked Estep 
Score: -445173.281250 Penalty: 2019.303833
	Iteration 0F: 2 clusters Score -445173.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -441641.875000 Penalty: 4038.607666
	Iteration 0F: 3 clusters Score -441641.9 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -442622.625000 Penalty: 4038.607666
	Iteration 1F: 3 clusters Score -442622.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -443106.937500 Penalty: 4038.607666
	Iteration 2F: 3 clusters Score -443106.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -443453.281250 Penalty: 4038.607666
	Iteration 3F: 3 clusters Score -443453.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -443716.000000 Penalty: 4038.607666
	Iteration 4F: 3 clusters Score -443716 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -443864.625000 Penalty: 4038.607666
	Iteration 5Q: 3 clusters Score -443864.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -443978.625000 Penalty: 4038.607666
	Iteration 6Q: 3 clusters Score -443978.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -444048.937500 Penalty: 4038.607666
	Iteration 7Q: 3 clusters Score -444048.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -444105.781250 Penalty: 4038.607666
	Iteration 8Q: 3 clusters Score -444105.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -444156.500000 Penalty: 4038.607666
	Iteration 9Q: 3 clusters Score -444156.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -444184.468750 Penalty: 4038.607666
	Iteration 10Q: 3 clusters Score -444184.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -444203.156250 Penalty: 4038.607666
	Iteration 11Q: 3 clusters Score -444203.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -444223.375000 Penalty: 4038.607666
	Iteration 12Q: 3 clusters Score -444223.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -444241.093750 Penalty: 4038.607666
	Iteration 13Q: 3 clusters Score -444241.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -444254.156250 Penalty: 4038.607666
	Iteration 14Q: 3 clusters Score -444254.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -444262.906250 Penalty: 4038.607666
	Iteration 15Q: 3 clusters Score -444262.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -444265.937500 Penalty: 4038.607666
	Iteration 16Q: 3 clusters Score -444265.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -444269.625000 Penalty: 4038.607666
	Iteration 17Q: 3 clusters Score -444269.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -444273.406250 Penalty: 4038.607666
	Iteration 18Q: 3 clusters Score -444273.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -444275.593750 Penalty: 4038.607666
	Iteration 19Q: 3 clusters Score -444275.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -444276.656250 Penalty: 4038.607666
	Iteration 20F: 3 clusters Score -444276.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -444276.656250 Penalty: 4038.607666
	Iteration 21Q: 3 clusters Score -444276.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -444276.656250 Penalty: 4038.607666
	Iteration 22F: 3 clusters Score -444276.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -52631.515625 Penalty: 1541.222778
	Iteration 0F: 2 clusters Score -52631.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -51253.878906 Penalty: 3082.445557
	Iteration 0F: 3 clusters Score -51253.88 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -51810.382812 Penalty: 3082.445557
	Iteration 1F: 3 clusters Score -51810.38 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -52507.925781 Penalty: 3082.445557
	Iteration 2F: 3 clusters Score -52507.93 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -52937.535156 Penalty: 3082.445557
	Iteration 3F: 3 clusters Score -52937.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -53039.378906 Penalty: 3082.445557
	Iteration 4Q: 3 clusters Score -53039.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -53056.765625 Penalty: 3082.445557
	Iteration 5Q: 3 clusters Score -53056.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -53056.765625 Penalty: 3082.445557
	Iteration 6F: 3 clusters Score -53056.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 23809 members 
Mstep: Class 3 contains 4397 members 
Mstep: Class 4 contains 3437 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 8871 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 133848 members 
Mstep: Class 11 contains 16926 members 
Mstep: Class 12 contains 136324 members 
Mstep: Class 13 contains 109 members 
Mstep: Class 16 contains 95479 members 
Mstep: Class 17 contains 5735 members 
Mstep: Class 18 contains 5113 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
Score: -57705136.000000 Penalty: 61452.480469
Splitting cluster 5 changes total score from -57706316.000000 to -57705136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (8871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Entering Unmasked Estep 
Score: -1137559.000000 Penalty: 2254.454590
	Iteration 0F: 2 clusters Score -1137559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1130662.125000 Penalty: 4508.909180
	Iteration 0F: 3 clusters Score -1130662 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1132510.750000 Penalty: 4508.909180
	Iteration 1F: 3 clusters Score -1132511 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1132761.625000 Penalty: 4508.909180
	Iteration 2F: 3 clusters Score -1132762 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1132948.500000 Penalty: 4508.909180
	Iteration 3Q: 3 clusters Score -1132948 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1133097.125000 Penalty: 4508.909180
	Iteration 4Q: 3 clusters Score -1133097 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1133229.000000 Penalty: 4508.909180
	Iteration 5Q: 3 clusters Score -1133229 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1133327.250000 Penalty: 4508.909180
	Iteration 6Q: 3 clusters Score -1133327 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1133415.625000 Penalty: 4508.909180
	Iteration 7Q: 3 clusters Score -1133416 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1133513.125000 Penalty: 4508.909180
	Iteration 8Q: 3 clusters Score -1133513 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1133622.625000 Penalty: 4508.909180
	Iteration 9Q: 3 clusters Score -1133623 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1133766.000000 Penalty: 4508.909180
	Iteration 10Q: 3 clusters Score -1133766 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1133946.250000 Penalty: 4508.909180
	Iteration 11Q: 3 clusters Score -1133946 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1134193.375000 Penalty: 4508.909180
	Iteration 12Q: 3 clusters Score -1134193 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1134463.125000 Penalty: 4508.909180
	Iteration 13Q: 3 clusters Score -1134463 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1134782.250000 Penalty: 4508.909180
	Iteration 14Q: 3 clusters Score -1134782 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1135094.000000 Penalty: 4508.909180
	Iteration 15Q: 3 clusters Score -1135094 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1135380.125000 Penalty: 4508.909180
	Iteration 16Q: 3 clusters Score -1135380 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1135609.000000 Penalty: 4508.909180
	Iteration 17Q: 3 clusters Score -1135609 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1135754.875000 Penalty: 4508.909180
	Iteration 18Q: 3 clusters Score -1135755 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1135856.625000 Penalty: 4508.909180
	Iteration 19Q: 3 clusters Score -1135857 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1135921.500000 Penalty: 4508.909180
	Iteration 20F: 3 clusters Score -1135922 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1135967.250000 Penalty: 4508.909180
	Iteration 21Q: 3 clusters Score -1135967 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1135987.250000 Penalty: 4508.909180
	Iteration 22Q: 3 clusters Score -1135987 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1136007.625000 Penalty: 4508.909180
	Iteration 23Q: 3 clusters Score -1136008 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1136019.375000 Penalty: 4508.909180
	Iteration 24Q: 3 clusters Score -1136019 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1136031.000000 Penalty: 4508.909180
	Iteration 25Q: 3 clusters Score -1136031 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1136042.000000 Penalty: 4508.909180
	Iteration 26Q: 3 clusters Score -1136042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1136050.500000 Penalty: 4508.909180
	Iteration 27Q: 3 clusters Score -1136050 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1136059.000000 Penalty: 4508.909180
	Iteration 28Q: 3 clusters Score -1136059 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1136066.375000 Penalty: 4508.909180
	Iteration 29Q: 3 clusters Score -1136066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1136069.125000 Penalty: 4508.909180
	Iteration 30Q: 3 clusters Score -1136069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1136070.500000 Penalty: 4508.909180
	Iteration 31Q: 3 clusters Score -1136070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1136072.625000 Penalty: 4508.909180
	Iteration 32Q: 3 clusters Score -1136073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1136074.625000 Penalty: 4508.909180
	Iteration 33Q: 3 clusters Score -1136075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1136074.750000 Penalty: 4508.909180
	Iteration 34Q: 3 clusters Score -1136075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1136075.875000 Penalty: 4508.909180
	Iteration 35Q: 3 clusters Score -1136076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1136079.000000 Penalty: 4508.909180
	Iteration 36Q: 3 clusters Score -1136079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1136079.250000 Penalty: 4508.909180
	Iteration 37Q: 3 clusters Score -1136079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1136080.500000 Penalty: 4508.909180
	Iteration 38Q: 3 clusters Score -1136080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1136079.250000 Penalty: 4508.909180
	Iteration 39Q: 3 clusters Score -1136079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1136079.875000 Penalty: 4508.909180
	Iteration 40F: 3 clusters Score -1136080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1136079.125000 Penalty: 4508.909180
	Iteration 41Q: 3 clusters Score -1136079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1136080.750000 Penalty: 4508.909180
	Iteration 42Q: 3 clusters Score -1136081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1136080.750000 Penalty: 4508.909180
	Iteration 43Q: 3 clusters Score -1136081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1136082.375000 Penalty: 4508.909180
	Iteration 44Q: 3 clusters Score -1136082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1136084.750000 Penalty: 4508.909180
	Iteration 45Q: 3 clusters Score -1136085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1136085.000000 Penalty: 4508.909180
	Iteration 46Q: 3 clusters Score -1136085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1136085.250000 Penalty: 4508.909180
	Iteration 47Q: 3 clusters Score -1136085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1136086.125000 Penalty: 4508.909180
	Iteration 48Q: 3 clusters Score -1136086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1136086.500000 Penalty: 4508.909180
	Iteration 49Q: 3 clusters Score -1136086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1136088.875000 Penalty: 4508.909180
	Iteration 50Q: 3 clusters Score -1136089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1136090.250000 Penalty: 4508.909180
	Iteration 51Q: 3 clusters Score -1136090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1136090.500000 Penalty: 4508.909180
	Iteration 52Q: 3 clusters Score -1136090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1136089.500000 Penalty: 4508.909180
	Iteration 53Q: 3 clusters Score -1136090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1136092.000000 Penalty: 4508.909180
	Iteration 54Q: 3 clusters Score -1136092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1136092.125000 Penalty: 4508.909180
	Iteration 55Q: 3 clusters Score -1136092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1136091.375000 Penalty: 4508.909180
	Iteration 56Q: 3 clusters Score -1136091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1136091.500000 Penalty: 4508.909180
	Iteration 57Q: 3 clusters Score -1136092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1136092.250000 Penalty: 4508.909180
	Iteration 58Q: 3 clusters Score -1136092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1136094.375000 Penalty: 4508.909180
	Iteration 59Q: 3 clusters Score -1136094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1136093.250000 Penalty: 4508.909180
	Iteration 60F: 3 clusters Score -1136093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1136096.125000 Penalty: 4508.909180
	Iteration 61Q: 3 clusters Score -1136096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1136096.250000 Penalty: 4508.909180
	Iteration 62Q: 3 clusters Score -1136096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1136097.625000 Penalty: 4508.909180
	Iteration 63Q: 3 clusters Score -1136098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1136099.250000 Penalty: 4508.909180
	Iteration 64Q: 3 clusters Score -1136099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1136098.375000 Penalty: 4508.909180
	Iteration 65Q: 3 clusters Score -1136098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1136100.375000 Penalty: 4508.909180
	Iteration 66Q: 3 clusters Score -1136100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1136100.375000 Penalty: 4508.909180
	Iteration 67F: 3 clusters Score -1136100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -60580.558594 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -60580.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -59027.039062 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -59027.04 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -59289.160156 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -59289.16 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -59483.625000 Penalty: 3127.006592
	Iteration 2F: 3 clusters Score -59483.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -59584.894531 Penalty: 3127.006592
	Iteration 3F: 3 clusters Score -59584.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -59612.410156 Penalty: 3127.006592
	Iteration 4Q: 3 clusters Score -59612.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -59643.140625 Penalty: 3127.006592
	Iteration 5Q: 3 clusters Score -59643.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -59666.195312 Penalty: 3127.006592
	Iteration 6Q: 3 clusters Score -59666.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -59685.886719 Penalty: 3127.006592
	Iteration 7Q: 3 clusters Score -59685.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -59696.140625 Penalty: 3127.006592
	Iteration 8Q: 3 clusters Score -59696.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -59703.199219 Penalty: 3127.006592
	Iteration 9Q: 3 clusters Score -59703.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -59713.789062 Penalty: 3127.006592
	Iteration 10Q: 3 clusters Score -59713.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -59720.460938 Penalty: 3127.006592
	Iteration 11Q: 3 clusters Score -59720.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -59724.890625 Penalty: 3127.006592
	Iteration 12Q: 3 clusters Score -59724.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -59727.023438 Penalty: 3127.006592
	Iteration 13Q: 3 clusters Score -59727.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -59736.582031 Penalty: 3127.006592
	Iteration 14Q: 3 clusters Score -59736.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -59737.886719 Penalty: 3127.006592
	Iteration 15Q: 3 clusters Score -59737.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -59740.890625 Penalty: 3127.006592
	Iteration 16Q: 3 clusters Score -59740.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -59742.171875 Penalty: 3127.006592
	Iteration 17Q: 3 clusters Score -59742.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -59742.171875 Penalty: 3127.006592
	Iteration 18F: 3 clusters Score -59742.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -32030.804688 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -32030.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -30781.910156 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -30781.91 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -30949.718750 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -30949.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -31012.076172 Penalty: 2856.415283
	Iteration 2Q: 3 clusters Score -31012.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -31039.712891 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -31039.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -31056.238281 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -31056.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -31068.685547 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -31068.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31091.775391 Penalty: 2856.415283
	Iteration 6Q: 3 clusters Score -31091.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -31122.378906 Penalty: 2856.415283
	Iteration 7Q: 3 clusters Score -31122.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -31185.169922 Penalty: 2856.415283
	Iteration 8Q: 3 clusters Score -31185.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -31236.919922 Penalty: 2856.415283
	Iteration 9Q: 3 clusters Score -31236.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -31247.937500 Penalty: 2856.415283
	Iteration 10Q: 3 clusters Score -31247.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31259.378906 Penalty: 2856.415283
	Iteration 11Q: 3 clusters Score -31259.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -31269.804688 Penalty: 2856.415283
	Iteration 12Q: 3 clusters Score -31269.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31287.345703 Penalty: 2856.415283
	Iteration 13Q: 3 clusters Score -31287.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -31298.882812 Penalty: 2856.415283
	Iteration 14Q: 3 clusters Score -31298.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -31308.001953 Penalty: 2856.415283
	Iteration 15Q: 3 clusters Score -31308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31322.535156 Penalty: 2856.415283
	Iteration 16Q: 3 clusters Score -31322.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -31326.748047 Penalty: 2856.415283
	Iteration 17Q: 3 clusters Score -31326.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31337.322266 Penalty: 2856.415283
	Iteration 18Q: 3 clusters Score -31337.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -31344.292969 Penalty: 2856.415283
	Iteration 19Q: 3 clusters Score -31344.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31350.302734 Penalty: 2856.415283
	Iteration 20F: 3 clusters Score -31350.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -31353.421875 Penalty: 2856.415283
	Iteration 21Q: 3 clusters Score -31353.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -31353.421875 Penalty: 2856.415283
	Iteration 22F: 3 clusters Score -31353.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Entering Unmasked Estep 
Score: -70477.359375 Penalty: 1617.843506
	Iteration 0F: 2 clusters Score -70477.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -68915.906250 Penalty: 3235.687012
	Iteration 0F: 3 clusters Score -68915.91 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -69230.726562 Penalty: 3235.687012
	Iteration 1F: 3 clusters Score -69230.73 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -69377.601562 Penalty: 3235.687012
	Iteration 2F: 3 clusters Score -69377.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -69524.617188 Penalty: 3235.687012
	Iteration 3F: 3 clusters Score -69524.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -69650.281250 Penalty: 3235.687012
	Iteration 4Q: 3 clusters Score -69650.28 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -69735.460938 Penalty: 3235.687012
	Iteration 5Q: 3 clusters Score -69735.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -69790.687500 Penalty: 3235.687012
	Iteration 6Q: 3 clusters Score -69790.69 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -69882.242188 Penalty: 3235.687012
	Iteration 7Q: 3 clusters Score -69882.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -69977.687500 Penalty: 3235.687012
	Iteration 8Q: 3 clusters Score -69977.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -70009.421875 Penalty: 3235.687012
	Iteration 9Q: 3 clusters Score -70009.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -70035.695312 Penalty: 3235.687012
	Iteration 10Q: 3 clusters Score -70035.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -70056.429688 Penalty: 3235.687012
	Iteration 11Q: 3 clusters Score -70056.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -70085.281250 Penalty: 3235.687012
	Iteration 12Q: 3 clusters Score -70085.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -70114.875000 Penalty: 3235.687012
	Iteration 13Q: 3 clusters Score -70114.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -70125.851562 Penalty: 3235.687012
	Iteration 14Q: 3 clusters Score -70125.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -70143.867188 Penalty: 3235.687012
	Iteration 15Q: 3 clusters Score -70143.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -70146.164062 Penalty: 3235.687012
	Iteration 16Q: 3 clusters Score -70146.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -70148.640625 Penalty: 3235.687012
	Iteration 17Q: 3 clusters Score -70148.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -70151.398438 Penalty: 3235.687012
	Iteration 18F: 3 clusters Score -70151.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -70158.101562 Penalty: 3235.687012
	Iteration 19Q: 3 clusters Score -70158.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -70158.101562 Penalty: 3235.687012
	Iteration 20F: 3 clusters Score -70158.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (133848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133848 members 
Entering Unmasked Estep 
Score: -16998916.000000 Penalty: 2927.506104
	Iteration 0F: 2 clusters Score -1.699892e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67083 members 
Mstep: Class 2 contains 66765 members 
Entering Unmasked Estep 
Score: -16909786.000000 Penalty: 5855.012207
	Iteration 0F: 3 clusters Score -1.690979e+07 nChanged 63666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70229 members 
Mstep: Class 2 contains 63619 members 
Entering Unmasked Estep 
Score: -16946976.000000 Penalty: 5855.012207
	Iteration 1F: 3 clusters Score -1.694698e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72060 members 
Mstep: Class 2 contains 61788 members 
Entering Unmasked Estep 
Score: -16949026.000000 Penalty: 5855.012207
	Iteration 2Q: 3 clusters Score -1.694903e+07 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74761 members 
Mstep: Class 2 contains 59087 members 
Entering Unmasked Estep 
Score: -16952030.000000 Penalty: 5855.012207
	Iteration 3Q: 3 clusters Score -1.695203e+07 nChanged 7443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78632 members 
Mstep: Class 2 contains 55216 members 
Entering Unmasked Estep 
Score: -16956110.000000 Penalty: 5855.012207
	Iteration 4F: 3 clusters Score -1.695611e+07 nChanged 8462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83790 members 
Mstep: Class 2 contains 50058 members 
Entering Unmasked Estep 
Score: -16961550.000000 Penalty: 5855.012207
	Iteration 5F: 3 clusters Score -1.696155e+07 nChanged 9023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89965 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -16968090.000000 Penalty: 5855.012207
	Iteration 6F: 3 clusters Score -1.696809e+07 nChanged 8891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96314 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -16975630.000000 Penalty: 5855.012207
	Iteration 7F: 3 clusters Score -1.697563e+07 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101555 members 
Mstep: Class 2 contains 32293 members 
Entering Unmasked Estep 
Score: -16982908.000000 Penalty: 5855.012207
	Iteration 8F: 3 clusters Score -1.698291e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104860 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -16987296.000000 Penalty: 5855.012207
	Iteration 9Q: 3 clusters Score -1.69873e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106874 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -16989460.000000 Penalty: 5855.012207
	Iteration 10Q: 3 clusters Score -1.698946e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108420 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -16990400.000000 Penalty: 5855.012207
	Iteration 11Q: 3 clusters Score -1.69904e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109726 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -16990972.000000 Penalty: 5855.012207
	Iteration 12Q: 3 clusters Score -1.699097e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110899 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -16991396.000000 Penalty: 5855.012207
	Iteration 13Q: 3 clusters Score -1.69914e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111941 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -16991728.000000 Penalty: 5855.012207
	Iteration 14Q: 3 clusters Score -1.699173e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112927 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -16991910.000000 Penalty: 5855.012207
	Iteration 15Q: 3 clusters Score -1.699191e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113810 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -16992106.000000 Penalty: 5855.012207
	Iteration 16Q: 3 clusters Score -1.699211e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114628 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -16992282.000000 Penalty: 5855.012207
	Iteration 17Q: 3 clusters Score -1.699228e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115410 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -16992428.000000 Penalty: 5855.012207
	Iteration 18Q: 3 clusters Score -1.699243e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116136 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -16992566.000000 Penalty: 5855.012207
	Iteration 19Q: 3 clusters Score -1.699257e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116815 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -16992678.000000 Penalty: 5855.012207
	Iteration 20F: 3 clusters Score -1.699268e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117446 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -16992784.000000 Penalty: 5855.012207
	Iteration 21Q: 3 clusters Score -1.699278e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118089 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -16992894.000000 Penalty: 5855.012207
	Iteration 22Q: 3 clusters Score -1.699289e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118725 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -16993036.000000 Penalty: 5855.012207
	Iteration 23Q: 3 clusters Score -1.699304e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119377 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -16993162.000000 Penalty: 5855.012207
	Iteration 24Q: 3 clusters Score -1.699316e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120060 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -16993302.000000 Penalty: 5855.012207
	Iteration 25Q: 3 clusters Score -1.69933e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120742 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -16993488.000000 Penalty: 5855.012207
	Iteration 26Q: 3 clusters Score -1.699349e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121468 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -16993622.000000 Penalty: 5855.012207
	Iteration 27Q: 3 clusters Score -1.699362e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122167 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -16993730.000000 Penalty: 5855.012207
	Iteration 28Q: 3 clusters Score -1.699373e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122861 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -16993828.000000 Penalty: 5855.012207
	Iteration 29Q: 3 clusters Score -1.699383e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123537 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -16994066.000000 Penalty: 5855.012207
	Iteration 30Q: 3 clusters Score -1.699407e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124233 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -16994274.000000 Penalty: 5855.012207
	Iteration 31Q: 3 clusters Score -1.699427e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124930 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -16994436.000000 Penalty: 5855.012207
	Iteration 32Q: 3 clusters Score -1.699444e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125620 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -16994670.000000 Penalty: 5855.012207
	Iteration 33Q: 3 clusters Score -1.699467e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126325 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -16994880.000000 Penalty: 5855.012207
	Iteration 34Q: 3 clusters Score -1.699488e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126996 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -16995132.000000 Penalty: 5855.012207
	Iteration 35Q: 3 clusters Score -1.699513e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127590 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -16995372.000000 Penalty: 5855.012207
	Iteration 36Q: 3 clusters Score -1.699537e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128119 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -16995564.000000 Penalty: 5855.012207
	Iteration 37Q: 3 clusters Score -1.699556e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128656 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -16995714.000000 Penalty: 5855.012207
	Iteration 38Q: 3 clusters Score -1.699571e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129165 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -16995872.000000 Penalty: 5855.012207
	Iteration 39Q: 3 clusters Score -1.699587e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129610 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -16996042.000000 Penalty: 5855.012207
	Iteration 40F: 3 clusters Score -1.699604e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129982 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -16996204.000000 Penalty: 5855.012207
	Iteration 41Q: 3 clusters Score -1.69962e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130293 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -16996344.000000 Penalty: 5855.012207
	Iteration 42Q: 3 clusters Score -1.699634e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130578 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -16996448.000000 Penalty: 5855.012207
	Iteration 43Q: 3 clusters Score -1.699645e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130793 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -16996526.000000 Penalty: 5855.012207
	Iteration 44Q: 3 clusters Score -1.699653e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130965 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -16996590.000000 Penalty: 5855.012207
	Iteration 45Q: 3 clusters Score -1.699659e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131107 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -16996634.000000 Penalty: 5855.012207
	Iteration 46Q: 3 clusters Score -1.699663e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131221 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -16996670.000000 Penalty: 5855.012207
	Iteration 47Q: 3 clusters Score -1.699667e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131310 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -16996672.000000 Penalty: 5855.012207
	Iteration 48Q: 3 clusters Score -1.699667e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131388 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -16996688.000000 Penalty: 5855.012207
	Iteration 49Q: 3 clusters Score -1.699669e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131449 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -16996730.000000 Penalty: 5855.012207
	Iteration 50Q: 3 clusters Score -1.699673e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131503 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -16996740.000000 Penalty: 5855.012207
	Iteration 51Q: 3 clusters Score -1.699674e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131559 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -16996756.000000 Penalty: 5855.012207
	Iteration 52Q: 3 clusters Score -1.699676e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131594 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -16996758.000000 Penalty: 5855.012207
	Iteration 53Q: 3 clusters Score -1.699676e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131634 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -16996776.000000 Penalty: 5855.012207
	Iteration 54Q: 3 clusters Score -1.699678e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131669 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -16996794.000000 Penalty: 5855.012207
	Iteration 55Q: 3 clusters Score -1.699679e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131698 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -16996806.000000 Penalty: 5855.012207
	Iteration 56Q: 3 clusters Score -1.699681e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131724 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -16996814.000000 Penalty: 5855.012207
	Iteration 57Q: 3 clusters Score -1.699681e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131744 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -16996856.000000 Penalty: 5855.012207
	Iteration 58Q: 3 clusters Score -1.699686e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131768 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -16996864.000000 Penalty: 5855.012207
	Iteration 59Q: 3 clusters Score -1.699686e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131793 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -16996868.000000 Penalty: 5855.012207
	Iteration 60F: 3 clusters Score -1.699687e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131820 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -16996882.000000 Penalty: 5855.012207
	Iteration 61Q: 3 clusters Score -1.699688e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131843 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -16996906.000000 Penalty: 5855.012207
	Iteration 62Q: 3 clusters Score -1.699691e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131864 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -16996908.000000 Penalty: 5855.012207
	Iteration 63Q: 3 clusters Score -1.699691e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131888 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -16996882.000000 Penalty: 5855.012207
	Iteration 64Q: 3 clusters Score -1.699688e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131909 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -16996918.000000 Penalty: 5855.012207
	Iteration 65Q: 3 clusters Score -1.699692e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131925 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -16996902.000000 Penalty: 5855.012207
	Iteration 66Q: 3 clusters Score -1.69969e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131936 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -16996896.000000 Penalty: 5855.012207
	Iteration 67Q: 3 clusters Score -1.69969e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131941 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -16996898.000000 Penalty: 5855.012207
	Iteration 68Q: 3 clusters Score -1.69969e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131947 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -16996914.000000 Penalty: 5855.012207
	Iteration 69Q: 3 clusters Score -1.699691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131950 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -16996902.000000 Penalty: 5855.012207
	Iteration 70Q: 3 clusters Score -1.69969e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131954 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -16996892.000000 Penalty: 5855.012207
	Iteration 71Q: 3 clusters Score -1.699689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131958 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -16996896.000000 Penalty: 5855.012207
	Iteration 72Q: 3 clusters Score -1.69969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131961 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -16996900.000000 Penalty: 5855.012207
	Iteration 73Q: 3 clusters Score -1.69969e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131964 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -16996914.000000 Penalty: 5855.012207
	Iteration 74Q: 3 clusters Score -1.699691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131967 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -16996910.000000 Penalty: 5855.012207
	Iteration 75Q: 3 clusters Score -1.699691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131969 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -16996904.000000 Penalty: 5855.012207
	Iteration 76Q: 3 clusters Score -1.69969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131970 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -16996908.000000 Penalty: 5855.012207
	Iteration 77Q: 3 clusters Score -1.699691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131971 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -16996904.000000 Penalty: 5855.012207
	Iteration 78Q: 3 clusters Score -1.69969e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131971 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -16996904.000000 Penalty: 5855.012207
	Iteration 79F: 3 clusters Score -1.69969e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Entering Unmasked Estep 
Score: -2094879.000000 Penalty: 2414.678467
	Iteration 0F: 2 clusters Score -2094879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -2082857.750000 Penalty: 4829.356934
	Iteration 0F: 3 clusters Score -2082858 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2086665.625000 Penalty: 4829.356934
	Iteration 1F: 3 clusters Score -2086666 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -2087175.625000 Penalty: 4829.356934
	Iteration 2F: 3 clusters Score -2087176 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2088063.250000 Penalty: 4829.356934
	Iteration 3F: 3 clusters Score -2088063 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -2089278.000000 Penalty: 4829.356934
	Iteration 4F: 3 clusters Score -2089278 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -2090639.625000 Penalty: 4829.356934
	Iteration 5F: 3 clusters Score -2090640 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -2091992.125000 Penalty: 4829.356934
	Iteration 6F: 3 clusters Score -2091992 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -2093044.250000 Penalty: 4829.356934
	Iteration 7F: 3 clusters Score -2093044 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -2093661.750000 Penalty: 4829.356934
	Iteration 8F: 3 clusters Score -2093662 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2093973.625000 Penalty: 4829.356934
	Iteration 9Q: 3 clusters Score -2093974 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2094128.500000 Penalty: 4829.356934
	Iteration 10Q: 3 clusters Score -2094128 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -2094224.250000 Penalty: 4829.356934
	Iteration 11Q: 3 clusters Score -2094224 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2094285.750000 Penalty: 4829.356934
	Iteration 12Q: 3 clusters Score -2094286 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2094332.125000 Penalty: 4829.356934
	Iteration 13Q: 3 clusters Score -2094332 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2094362.000000 Penalty: 4829.356934
	Iteration 14Q: 3 clusters Score -2094362 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2094391.625000 Penalty: 4829.356934
	Iteration 15Q: 3 clusters Score -2094392 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2094411.125000 Penalty: 4829.356934
	Iteration 16Q: 3 clusters Score -2094411 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -2094422.875000 Penalty: 4829.356934
	Iteration 17Q: 3 clusters Score -2094423 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2094437.125000 Penalty: 4829.356934
	Iteration 18Q: 3 clusters Score -2094437 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2094439.250000 Penalty: 4829.356934
	Iteration 19Q: 3 clusters Score -2094439 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2094443.250000 Penalty: 4829.356934
	Iteration 20F: 3 clusters Score -2094443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2094439.000000 Penalty: 4829.356934
	Iteration 21Q: 3 clusters Score -2094439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2094440.875000 Penalty: 4829.356934
	Iteration 22Q: 3 clusters Score -2094441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2094437.500000 Penalty: 4829.356934
	Iteration 23Q: 3 clusters Score -2094438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2094445.750000 Penalty: 4829.356934
	Iteration 24Q: 3 clusters Score -2094446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2094445.750000 Penalty: 4829.356934
	Iteration 25Q: 3 clusters Score -2094446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2094446.875000 Penalty: 4829.356934
	Iteration 26Q: 3 clusters Score -2094447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2094448.000000 Penalty: 4829.356934
	Iteration 27Q: 3 clusters Score -2094448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2094447.125000 Penalty: 4829.356934
	Iteration 28Q: 3 clusters Score -2094447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2094453.875000 Penalty: 4829.356934
	Iteration 29Q: 3 clusters Score -2094454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2094454.500000 Penalty: 4829.356934
	Iteration 30Q: 3 clusters Score -2094454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2094453.875000 Penalty: 4829.356934
	Iteration 31Q: 3 clusters Score -2094454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2094453.875000 Penalty: 4829.356934
	Iteration 32Q: 3 clusters Score -2094454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2094456.625000 Penalty: 4829.356934
	Iteration 33Q: 3 clusters Score -2094457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2094456.625000 Penalty: 4829.356934
	Iteration 34F: 3 clusters Score -2094457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (136324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136324 members 
Entering Unmasked Estep 
Score: -17247380.000000 Penalty: 2932.052002
	Iteration 0F: 2 clusters Score -1.724738e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68282 members 
Mstep: Class 2 contains 68042 members 
Entering Unmasked Estep 
Score: -17156268.000000 Penalty: 5864.104004
	Iteration 0F: 3 clusters Score -1.715627e+07 nChanged 64803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69117 members 
Mstep: Class 2 contains 67207 members 
Entering Unmasked Estep 
Score: -17193752.000000 Penalty: 5864.104004
	Iteration 1F: 3 clusters Score -1.719375e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69738 members 
Mstep: Class 2 contains 66586 members 
Entering Unmasked Estep 
Score: -17194416.000000 Penalty: 5864.104004
	Iteration 2Q: 3 clusters Score -1.719442e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70755 members 
Mstep: Class 2 contains 65569 members 
Entering Unmasked Estep 
Score: -17195128.000000 Penalty: 5864.104004
	Iteration 3Q: 3 clusters Score -1.719513e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72347 members 
Mstep: Class 2 contains 63977 members 
Entering Unmasked Estep 
Score: -17195794.000000 Penalty: 5864.104004
	Iteration 4Q: 3 clusters Score -1.719579e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74760 members 
Mstep: Class 2 contains 61564 members 
Entering Unmasked Estep 
Score: -17196740.000000 Penalty: 5864.104004
	Iteration 5Q: 3 clusters Score -1.719674e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78408 members 
Mstep: Class 2 contains 57916 members 
Entering Unmasked Estep 
Score: -17198174.000000 Penalty: 5864.104004
	Iteration 6Q: 3 clusters Score -1.719817e+07 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83709 members 
Mstep: Class 2 contains 52615 members 
Entering Unmasked Estep 
Score: -17200702.000000 Penalty: 5864.104004
	Iteration 7Q: 3 clusters Score -1.72007e+07 nChanged 7933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91284 members 
Mstep: Class 2 contains 45040 members 
Entering Unmasked Estep 
Score: -17205030.000000 Penalty: 5864.104004
	Iteration 8F: 3 clusters Score -1.720503e+07 nChanged 10225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101355 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -17212002.000000 Penalty: 5864.104004
	Iteration 9F: 3 clusters Score -1.7212e+07 nChanged 11664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113001 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -17221922.000000 Penalty: 5864.104004
	Iteration 10F: 3 clusters Score -1.722192e+07 nChanged 10796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123797 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -17232324.000000 Penalty: 5864.104004
	Iteration 11F: 3 clusters Score -1.723232e+07 nChanged 7371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131168 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -17239774.000000 Penalty: 5864.104004
	Iteration 12F: 3 clusters Score -1.723977e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134670 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -17243232.000000 Penalty: 5864.104004
	Iteration 13Q: 3 clusters Score -1.724323e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135764 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -17244262.000000 Penalty: 5864.104004
	Iteration 14Q: 3 clusters Score -1.724426e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136011 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -17244564.000000 Penalty: 5864.104004
	Iteration 15Q: 3 clusters Score -1.724456e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136078 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -17244666.000000 Penalty: 5864.104004
	Iteration 16Q: 3 clusters Score -1.724467e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136100 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -17244720.000000 Penalty: 5864.104004
	Iteration 17Q: 3 clusters Score -1.724472e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136108 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -17244750.000000 Penalty: 5864.104004
	Iteration 18Q: 3 clusters Score -1.724475e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136112 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -17244760.000000 Penalty: 5864.104004
	Iteration 19Q: 3 clusters Score -1.724476e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136114 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -17244764.000000 Penalty: 5864.104004
	Iteration 20F: 3 clusters Score -1.724476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136113 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -17244782.000000 Penalty: 5864.104004
	Iteration 21Q: 3 clusters Score -1.724478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136115 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -17244784.000000 Penalty: 5864.104004
	Iteration 22Q: 3 clusters Score -1.724478e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136115 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -17244784.000000 Penalty: 5864.104004
	Iteration 23F: 3 clusters Score -1.724478e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (95479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95479 members 
Entering Unmasked Estep 
Score: -12274458.000000 Penalty: 2843.731934
	Iteration 0F: 2 clusters Score -1.227446e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 47796 members 
Entering Unmasked Estep 
Score: -12210223.000000 Penalty: 5687.463867
	Iteration 0F: 3 clusters Score -1.221022e+07 nChanged 45157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47250 members 
Mstep: Class 2 contains 48229 members 
Entering Unmasked Estep 
Score: -12235718.000000 Penalty: 5687.463867
	Iteration 1F: 3 clusters Score -1.223572e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46937 members 
Mstep: Class 2 contains 48542 members 
Entering Unmasked Estep 
Score: -12236233.000000 Penalty: 5687.463867
	Iteration 2Q: 3 clusters Score -1.223623e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46446 members 
Mstep: Class 2 contains 49033 members 
Entering Unmasked Estep 
Score: -12236752.000000 Penalty: 5687.463867
	Iteration 3Q: 3 clusters Score -1.223675e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45619 members 
Mstep: Class 2 contains 49860 members 
Entering Unmasked Estep 
Score: -12237217.000000 Penalty: 5687.463867
	Iteration 4Q: 3 clusters Score -1.223722e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44323 members 
Mstep: Class 2 contains 51156 members 
Entering Unmasked Estep 
Score: -12237654.000000 Penalty: 5687.463867
	Iteration 5Q: 3 clusters Score -1.223765e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 53054 members 
Entering Unmasked Estep 
Score: -12238236.000000 Penalty: 5687.463867
	Iteration 6Q: 3 clusters Score -1.223824e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 55869 members 
Entering Unmasked Estep 
Score: -12239224.000000 Penalty: 5687.463867
	Iteration 7Q: 3 clusters Score -1.223922e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 60004 members 
Entering Unmasked Estep 
Score: -12241167.000000 Penalty: 5687.463867
	Iteration 8Q: 3 clusters Score -1.224117e+07 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 65868 members 
Entering Unmasked Estep 
Score: -12244498.000000 Penalty: 5687.463867
	Iteration 9F: 3 clusters Score -1.22445e+07 nChanged 7910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 73776 members 
Entering Unmasked Estep 
Score: -12250707.000000 Penalty: 5687.463867
	Iteration 10F: 3 clusters Score -1.225071e+07 nChanged 8984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 82758 members 
Entering Unmasked Estep 
Score: -12259171.000000 Penalty: 5687.463867
	Iteration 11F: 3 clusters Score -1.225917e+07 nChanged 7418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 90176 members 
Entering Unmasked Estep 
Score: -12266683.000000 Penalty: 5687.463867
	Iteration 12F: 3 clusters Score -1.226668e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 93900 members 
Entering Unmasked Estep 
Score: -12270343.000000 Penalty: 5687.463867
	Iteration 13Q: 3 clusters Score -1.227034e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 94999 members 
Entering Unmasked Estep 
Score: -12271447.000000 Penalty: 5687.463867
	Iteration 14Q: 3 clusters Score -1.227145e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 95228 members 
Entering Unmasked Estep 
Score: -12271730.000000 Penalty: 5687.463867
	Iteration 15Q: 3 clusters Score -1.227173e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 95279 members 
Entering Unmasked Estep 
Score: -12271809.000000 Penalty: 5687.463867
	Iteration 16Q: 3 clusters Score -1.227181e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 95290 members 
Entering Unmasked Estep 
Score: -12271841.000000 Penalty: 5687.463867
	Iteration 17Q: 3 clusters Score -1.227184e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 95297 members 
Entering Unmasked Estep 
Score: -12271852.000000 Penalty: 5687.463867
	Iteration 18Q: 3 clusters Score -1.227185e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 95299 members 
Entering Unmasked Estep 
Score: -12271875.000000 Penalty: 5687.463867
	Iteration 19Q: 3 clusters Score -1.227188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 95300 members 
Entering Unmasked Estep 
Score: -12271894.000000 Penalty: 5687.463867
	Iteration 20F: 3 clusters Score -1.227189e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 95302 members 
Entering Unmasked Estep 
Score: -12271907.000000 Penalty: 5687.463867
	Iteration 21Q: 3 clusters Score -1.227191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 95302 members 
Entering Unmasked Estep 
Score: -12271912.000000 Penalty: 5687.463867
	Iteration 22Q: 3 clusters Score -1.227191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 95304 members 
Entering Unmasked Estep 
Score: -12271920.000000 Penalty: 5687.463867
	Iteration 23Q: 3 clusters Score -1.227192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 95307 members 
Entering Unmasked Estep 
Score: -12271937.000000 Penalty: 5687.463867
	Iteration 24Q: 3 clusters Score -1.227194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 95310 members 
Entering Unmasked Estep 
Score: -12271940.000000 Penalty: 5687.463867
	Iteration 25Q: 3 clusters Score -1.227194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 95311 members 
Entering Unmasked Estep 
Score: -12271943.000000 Penalty: 5687.463867
	Iteration 26Q: 3 clusters Score -1.227194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 95314 members 
Entering Unmasked Estep 
Score: -12271935.000000 Penalty: 5687.463867
	Iteration 27Q: 3 clusters Score -1.227194e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 95313 members 
Entering Unmasked Estep 
Score: -12271942.000000 Penalty: 5687.463867
	Iteration 28Q: 3 clusters Score -1.227194e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 95313 members 
Entering Unmasked Estep 
Score: -12271942.000000 Penalty: 5687.463867
	Iteration 29F: 3 clusters Score -1.227194e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Entering Unmasked Estep 
Score: -731626.312500 Penalty: 2146.276855
	Iteration 0F: 2 clusters Score -731626.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -726594.562500 Penalty: 4292.553711
	Iteration 0F: 3 clusters Score -726594.6 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -727841.687500 Penalty: 4292.553711
	Iteration 1F: 3 clusters Score -727841.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -728031.562500 Penalty: 4292.553711
	Iteration 2F: 3 clusters Score -728031.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -728148.437500 Penalty: 4292.553711
	Iteration 3Q: 3 clusters Score -728148.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -728225.437500 Penalty: 4292.553711
	Iteration 4Q: 3 clusters Score -728225.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -728294.000000 Penalty: 4292.553711
	Iteration 5Q: 3 clusters Score -728294 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -728341.437500 Penalty: 4292.553711
	Iteration 6Q: 3 clusters Score -728341.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -728377.000000 Penalty: 4292.553711
	Iteration 7Q: 3 clusters Score -728377 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -728408.500000 Penalty: 4292.553711
	Iteration 8Q: 3 clusters Score -728408.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -728435.875000 Penalty: 4292.553711
	Iteration 9Q: 3 clusters Score -728435.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -728457.125000 Penalty: 4292.553711
	Iteration 10Q: 3 clusters Score -728457.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -728472.000000 Penalty: 4292.553711
	Iteration 11Q: 3 clusters Score -728472 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -728487.500000 Penalty: 4292.553711
	Iteration 12Q: 3 clusters Score -728487.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -728500.750000 Penalty: 4292.553711
	Iteration 13Q: 3 clusters Score -728500.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -728509.125000 Penalty: 4292.553711
	Iteration 14Q: 3 clusters Score -728509.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -728519.687500 Penalty: 4292.553711
	Iteration 15Q: 3 clusters Score -728519.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -728528.250000 Penalty: 4292.553711
	Iteration 16Q: 3 clusters Score -728528.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -728540.500000 Penalty: 4292.553711
	Iteration 17Q: 3 clusters Score -728540.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -728551.937500 Penalty: 4292.553711
	Iteration 18Q: 3 clusters Score -728551.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -728567.562500 Penalty: 4292.553711
	Iteration 19Q: 3 clusters Score -728567.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -728584.500000 Penalty: 4292.553711
	Iteration 20F: 3 clusters Score -728584.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -728595.250000 Penalty: 4292.553711
	Iteration 21Q: 3 clusters Score -728595.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -728611.375000 Penalty: 4292.553711
	Iteration 22Q: 3 clusters Score -728611.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -728624.375000 Penalty: 4292.553711
	Iteration 23Q: 3 clusters Score -728624.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -728633.875000 Penalty: 4292.553711
	Iteration 24Q: 3 clusters Score -728633.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -728647.937500 Penalty: 4292.553711
	Iteration 25Q: 3 clusters Score -728647.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -728659.625000 Penalty: 4292.553711
	Iteration 26Q: 3 clusters Score -728659.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -728676.000000 Penalty: 4292.553711
	Iteration 27Q: 3 clusters Score -728676 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -728698.312500 Penalty: 4292.553711
	Iteration 28Q: 3 clusters Score -728698.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -728720.562500 Penalty: 4292.553711
	Iteration 29Q: 3 clusters Score -728720.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -728745.125000 Penalty: 4292.553711
	Iteration 30Q: 3 clusters Score -728745.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -728769.062500 Penalty: 4292.553711
	Iteration 31Q: 3 clusters Score -728769.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -728788.375000 Penalty: 4292.553711
	Iteration 32Q: 3 clusters Score -728788.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -728804.000000 Penalty: 4292.553711
	Iteration 33Q: 3 clusters Score -728804 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -728825.375000 Penalty: 4292.553711
	Iteration 34Q: 3 clusters Score -728825.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -728847.875000 Penalty: 4292.553711
	Iteration 35Q: 3 clusters Score -728847.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -728875.187500 Penalty: 4292.553711
	Iteration 36Q: 3 clusters Score -728875.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -728912.750000 Penalty: 4292.553711
	Iteration 37Q: 3 clusters Score -728912.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -728950.125000 Penalty: 4292.553711
	Iteration 38Q: 3 clusters Score -728950.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -729001.062500 Penalty: 4292.553711
	Iteration 39Q: 3 clusters Score -729001.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -729052.750000 Penalty: 4292.553711
	Iteration 40F: 3 clusters Score -729052.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -729099.750000 Penalty: 4292.553711
	Iteration 41Q: 3 clusters Score -729099.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -729153.250000 Penalty: 4292.553711
	Iteration 42Q: 3 clusters Score -729153.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -729218.937500 Penalty: 4292.553711
	Iteration 43Q: 3 clusters Score -729218.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -729293.875000 Penalty: 4292.553711
	Iteration 44Q: 3 clusters Score -729293.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -729381.062500 Penalty: 4292.553711
	Iteration 45Q: 3 clusters Score -729381.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -729472.625000 Penalty: 4292.553711
	Iteration 46Q: 3 clusters Score -729472.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -729564.437500 Penalty: 4292.553711
	Iteration 47Q: 3 clusters Score -729564.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -729686.062500 Penalty: 4292.553711
	Iteration 48Q: 3 clusters Score -729686.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -729802.437500 Penalty: 4292.553711
	Iteration 49Q: 3 clusters Score -729802.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -729876.312500 Penalty: 4292.553711
	Iteration 50Q: 3 clusters Score -729876.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -729932.750000 Penalty: 4292.553711
	Iteration 51Q: 3 clusters Score -729932.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -729977.125000 Penalty: 4292.553711
	Iteration 52Q: 3 clusters Score -729977.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -730009.375000 Penalty: 4292.553711
	Iteration 53Q: 3 clusters Score -730009.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -730030.937500 Penalty: 4292.553711
	Iteration 54Q: 3 clusters Score -730030.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -730050.437500 Penalty: 4292.553711
	Iteration 55Q: 3 clusters Score -730050.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -730070.312500 Penalty: 4292.553711
	Iteration 56Q: 3 clusters Score -730070.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -730091.437500 Penalty: 4292.553711
	Iteration 57Q: 3 clusters Score -730091.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -730109.937500 Penalty: 4292.553711
	Iteration 58Q: 3 clusters Score -730109.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -730122.937500 Penalty: 4292.553711
	Iteration 59Q: 3 clusters Score -730122.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -730135.250000 Penalty: 4292.553711
	Iteration 60F: 3 clusters Score -730135.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -730141.812500 Penalty: 4292.553711
	Iteration 61Q: 3 clusters Score -730141.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -730146.250000 Penalty: 4292.553711
	Iteration 62Q: 3 clusters Score -730146.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -730151.125000 Penalty: 4292.553711
	Iteration 63Q: 3 clusters Score -730151.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -730157.500000 Penalty: 4292.553711
	Iteration 64Q: 3 clusters Score -730157.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -730160.250000 Penalty: 4292.553711
	Iteration 65Q: 3 clusters Score -730160.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -730163.312500 Penalty: 4292.553711
	Iteration 66Q: 3 clusters Score -730163.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -730166.312500 Penalty: 4292.553711
	Iteration 67Q: 3 clusters Score -730166.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -730168.812500 Penalty: 4292.553711
	Iteration 68Q: 3 clusters Score -730168.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -730173.375000 Penalty: 4292.553711
	Iteration 69Q: 3 clusters Score -730173.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -730178.750000 Penalty: 4292.553711
	Iteration 70Q: 3 clusters Score -730178.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -730181.250000 Penalty: 4292.553711
	Iteration 71Q: 3 clusters Score -730181.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -730182.250000 Penalty: 4292.553711
	Iteration 72Q: 3 clusters Score -730182.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -730187.562500 Penalty: 4292.553711
	Iteration 73Q: 3 clusters Score -730187.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -730193.000000 Penalty: 4292.553711
	Iteration 74Q: 3 clusters Score -730193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -730196.187500 Penalty: 4292.553711
	Iteration 75Q: 3 clusters Score -730196.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -730201.312500 Penalty: 4292.553711
	Iteration 76Q: 3 clusters Score -730201.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -730201.750000 Penalty: 4292.553711
	Iteration 77Q: 3 clusters Score -730201.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -730205.562500 Penalty: 4292.553711
	Iteration 78Q: 3 clusters Score -730205.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -730209.625000 Penalty: 4292.553711
	Iteration 79Q: 3 clusters Score -730209.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -730212.375000 Penalty: 4292.553711
	Iteration 80F: 3 clusters Score -730212.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -730213.750000 Penalty: 4292.553711
	Iteration 81Q: 3 clusters Score -730213.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -730216.812500 Penalty: 4292.553711
	Iteration 82Q: 3 clusters Score -730216.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -730220.375000 Penalty: 4292.553711
	Iteration 83Q: 3 clusters Score -730220.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -730221.875000 Penalty: 4292.553711
	Iteration 84Q: 3 clusters Score -730221.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -730223.687500 Penalty: 4292.553711
	Iteration 85Q: 3 clusters Score -730223.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -730224.187500 Penalty: 4292.553711
	Iteration 86Q: 3 clusters Score -730224.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -730226.375000 Penalty: 4292.553711
	Iteration 87Q: 3 clusters Score -730226.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -730225.812500 Penalty: 4292.553711
	Iteration 88Q: 3 clusters Score -730225.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -730226.125000 Penalty: 4292.553711
	Iteration 89Q: 3 clusters Score -730226.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -730225.687500 Penalty: 4292.553711
	Iteration 90Q: 3 clusters Score -730225.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -730227.000000 Penalty: 4292.553711
	Iteration 91Q: 3 clusters Score -730227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -730227.000000 Penalty: 4292.553711
	Iteration 92F: 3 clusters Score -730227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Entering Unmasked Estep 
Score: -661595.687500 Penalty: 2117.806152
	Iteration 0F: 2 clusters Score -661595.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -656934.750000 Penalty: 4235.612305
	Iteration 0F: 3 clusters Score -656934.8 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -658027.687500 Penalty: 4235.612305
	Iteration 1F: 3 clusters Score -658027.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -658216.625000 Penalty: 4235.612305
	Iteration 2F: 3 clusters Score -658216.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -658347.125000 Penalty: 4235.612305
	Iteration 3Q: 3 clusters Score -658347.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -658440.125000 Penalty: 4235.612305
	Iteration 4Q: 3 clusters Score -658440.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -658512.437500 Penalty: 4235.612305
	Iteration 5Q: 3 clusters Score -658512.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -658567.500000 Penalty: 4235.612305
	Iteration 6Q: 3 clusters Score -658567.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -658610.375000 Penalty: 4235.612305
	Iteration 7Q: 3 clusters Score -658610.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -658644.625000 Penalty: 4235.612305
	Iteration 8Q: 3 clusters Score -658644.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -658679.062500 Penalty: 4235.612305
	Iteration 9Q: 3 clusters Score -658679.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -658712.062500 Penalty: 4235.612305
	Iteration 10Q: 3 clusters Score -658712.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -658747.937500 Penalty: 4235.612305
	Iteration 11Q: 3 clusters Score -658747.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -658790.500000 Penalty: 4235.612305
	Iteration 12Q: 3 clusters Score -658790.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -658842.312500 Penalty: 4235.612305
	Iteration 13Q: 3 clusters Score -658842.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -658889.187500 Penalty: 4235.612305
	Iteration 14Q: 3 clusters Score -658889.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -658937.750000 Penalty: 4235.612305
	Iteration 15Q: 3 clusters Score -658937.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -658988.625000 Penalty: 4235.612305
	Iteration 16Q: 3 clusters Score -658988.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -659040.437500 Penalty: 4235.612305
	Iteration 17Q: 3 clusters Score -659040.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -659085.125000 Penalty: 4235.612305
	Iteration 18Q: 3 clusters Score -659085.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -659120.375000 Penalty: 4235.612305
	Iteration 19Q: 3 clusters Score -659120.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -659151.625000 Penalty: 4235.612305
	Iteration 20F: 3 clusters Score -659151.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -659194.250000 Penalty: 4235.612305
	Iteration 21Q: 3 clusters Score -659194.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -659230.687500 Penalty: 4235.612305
	Iteration 22Q: 3 clusters Score -659230.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -659272.187500 Penalty: 4235.612305
	Iteration 23Q: 3 clusters Score -659272.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -659313.562500 Penalty: 4235.612305
	Iteration 24Q: 3 clusters Score -659313.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -659354.125000 Penalty: 4235.612305
	Iteration 25Q: 3 clusters Score -659354.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -659388.187500 Penalty: 4235.612305
	Iteration 26Q: 3 clusters Score -659388.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -659426.687500 Penalty: 4235.612305
	Iteration 27Q: 3 clusters Score -659426.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -659463.187500 Penalty: 4235.612305
	Iteration 28Q: 3 clusters Score -659463.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -659489.750000 Penalty: 4235.612305
	Iteration 29Q: 3 clusters Score -659489.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -659507.812500 Penalty: 4235.612305
	Iteration 30Q: 3 clusters Score -659507.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -659527.500000 Penalty: 4235.612305
	Iteration 31Q: 3 clusters Score -659527.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -659537.500000 Penalty: 4235.612305
	Iteration 32Q: 3 clusters Score -659537.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -659551.687500 Penalty: 4235.612305
	Iteration 33Q: 3 clusters Score -659551.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -659562.187500 Penalty: 4235.612305
	Iteration 34Q: 3 clusters Score -659562.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -659572.375000 Penalty: 4235.612305
	Iteration 35Q: 3 clusters Score -659572.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -659590.000000 Penalty: 4235.612305
	Iteration 36Q: 3 clusters Score -659590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -659603.625000 Penalty: 4235.612305
	Iteration 37Q: 3 clusters Score -659603.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -659617.062500 Penalty: 4235.612305
	Iteration 38Q: 3 clusters Score -659617.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -659632.500000 Penalty: 4235.612305
	Iteration 39Q: 3 clusters Score -659632.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -659643.125000 Penalty: 4235.612305
	Iteration 40F: 3 clusters Score -659643.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -659656.750000 Penalty: 4235.612305
	Iteration 41Q: 3 clusters Score -659656.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -659667.250000 Penalty: 4235.612305
	Iteration 42Q: 3 clusters Score -659667.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -659674.437500 Penalty: 4235.612305
	Iteration 43Q: 3 clusters Score -659674.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -659683.875000 Penalty: 4235.612305
	Iteration 44Q: 3 clusters Score -659683.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -659691.937500 Penalty: 4235.612305
	Iteration 45Q: 3 clusters Score -659691.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -659699.375000 Penalty: 4235.612305
	Iteration 46Q: 3 clusters Score -659699.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -659711.500000 Penalty: 4235.612305
	Iteration 47Q: 3 clusters Score -659711.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -659721.500000 Penalty: 4235.612305
	Iteration 48Q: 3 clusters Score -659721.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -659727.125000 Penalty: 4235.612305
	Iteration 49Q: 3 clusters Score -659727.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -659731.312500 Penalty: 4235.612305
	Iteration 50Q: 3 clusters Score -659731.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -659735.875000 Penalty: 4235.612305
	Iteration 51Q: 3 clusters Score -659735.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -659735.875000 Penalty: 4235.612305
	Iteration 52F: 3 clusters Score -659735.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Entering Unmasked Estep 
Score: -134614.562500 Penalty: 1731.750000
	Iteration 0F: 2 clusters Score -134614.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -132620.203125 Penalty: 3463.500000
	Iteration 0F: 3 clusters Score -132620.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -132897.328125 Penalty: 3463.500000
	Iteration 1F: 3 clusters Score -132897.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -132988.734375 Penalty: 3463.500000
	Iteration 2F: 3 clusters Score -132988.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -133052.812500 Penalty: 3463.500000
	Iteration 3Q: 3 clusters Score -133052.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -133099.281250 Penalty: 3463.500000
	Iteration 4Q: 3 clusters Score -133099.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -133123.250000 Penalty: 3463.500000
	Iteration 5Q: 3 clusters Score -133123.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -133136.437500 Penalty: 3463.500000
	Iteration 6Q: 3 clusters Score -133136.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -133147.671875 Penalty: 3463.500000
	Iteration 7Q: 3 clusters Score -133147.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -133153.687500 Penalty: 3463.500000
	Iteration 8Q: 3 clusters Score -133153.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -133159.359375 Penalty: 3463.500000
	Iteration 9Q: 3 clusters Score -133159.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -133161.703125 Penalty: 3463.500000
	Iteration 10Q: 3 clusters Score -133161.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -133162.546875 Penalty: 3463.500000
	Iteration 11Q: 3 clusters Score -133162.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -133165.093750 Penalty: 3463.500000
	Iteration 12Q: 3 clusters Score -133165.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -133171.265625 Penalty: 3463.500000
	Iteration 13Q: 3 clusters Score -133171.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -133172.656250 Penalty: 3463.500000
	Iteration 14Q: 3 clusters Score -133172.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -133174.953125 Penalty: 3463.500000
	Iteration 15Q: 3 clusters Score -133175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -133177.484375 Penalty: 3463.500000
	Iteration 16Q: 3 clusters Score -133177.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -133180.281250 Penalty: 3463.500000
	Iteration 17Q: 3 clusters Score -133180.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -133185.640625 Penalty: 3463.500000
	Iteration 18Q: 3 clusters Score -133185.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -133192.703125 Penalty: 3463.500000
	Iteration 19Q: 3 clusters Score -133192.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -133198.515625 Penalty: 3463.500000
	Iteration 20F: 3 clusters Score -133198.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -133200.671875 Penalty: 3463.500000
	Iteration 21Q: 3 clusters Score -133200.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -133202.406250 Penalty: 3463.500000
	Iteration 22Q: 3 clusters Score -133202.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -133206.203125 Penalty: 3463.500000
	Iteration 23Q: 3 clusters Score -133206.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -133208.015625 Penalty: 3463.500000
	Iteration 24Q: 3 clusters Score -133208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -133209.046875 Penalty: 3463.500000
	Iteration 25Q: 3 clusters Score -133209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -133210.671875 Penalty: 3463.500000
	Iteration 26Q: 3 clusters Score -133210.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -133213.109375 Penalty: 3463.500000
	Iteration 27Q: 3 clusters Score -133213.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -133215.156250 Penalty: 3463.500000
	Iteration 28Q: 3 clusters Score -133215.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -133216.250000 Penalty: 3463.500000
	Iteration 29Q: 3 clusters Score -133216.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -133217.437500 Penalty: 3463.500000
	Iteration 30Q: 3 clusters Score -133217.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -133217.437500 Penalty: 3463.500000
	Iteration 31F: 3 clusters Score -133217.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Entering Unmasked Estep 
Score: -228208.203125 Penalty: 1863.264526
	Iteration 0F: 2 clusters Score -228208.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -225722.921875 Penalty: 3726.529053
	Iteration 0F: 3 clusters Score -225722.9 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -226187.484375 Penalty: 3726.529053
	Iteration 1F: 3 clusters Score -226187.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -226355.125000 Penalty: 3726.529053
	Iteration 2F: 3 clusters Score -226355.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -226481.281250 Penalty: 3726.529053
	Iteration 3Q: 3 clusters Score -226481.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -226602.234375 Penalty: 3726.529053
	Iteration 4Q: 3 clusters Score -226602.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -226683.484375 Penalty: 3726.529053
	Iteration 5Q: 3 clusters Score -226683.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -226780.734375 Penalty: 3726.529053
	Iteration 6Q: 3 clusters Score -226780.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -226934.187500 Penalty: 3726.529053
	Iteration 7Q: 3 clusters Score -226934.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -227107.359375 Penalty: 3726.529053
	Iteration 8Q: 3 clusters Score -227107.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -227251.718750 Penalty: 3726.529053
	Iteration 9Q: 3 clusters Score -227251.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -227391.093750 Penalty: 3726.529053
	Iteration 10Q: 3 clusters Score -227391.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -227474.156250 Penalty: 3726.529053
	Iteration 11Q: 3 clusters Score -227474.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -227517.843750 Penalty: 3726.529053
	Iteration 12Q: 3 clusters Score -227517.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -227550.390625 Penalty: 3726.529053
	Iteration 13Q: 3 clusters Score -227550.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -227563.703125 Penalty: 3726.529053
	Iteration 14Q: 3 clusters Score -227563.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -227571.953125 Penalty: 3726.529053
	Iteration 15Q: 3 clusters Score -227572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -227574.234375 Penalty: 3726.529053
	Iteration 16Q: 3 clusters Score -227574.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -227583.781250 Penalty: 3726.529053
	Iteration 17Q: 3 clusters Score -227583.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -227596.656250 Penalty: 3726.529053
	Iteration 18Q: 3 clusters Score -227596.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -227625.187500 Penalty: 3726.529053
	Iteration 19Q: 3 clusters Score -227625.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -227631.531250 Penalty: 3726.529053
	Iteration 20F: 3 clusters Score -227631.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -227633.437500 Penalty: 3726.529053
	Iteration 21Q: 3 clusters Score -227633.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -227636.218750 Penalty: 3726.529053
	Iteration 22Q: 3 clusters Score -227636.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -227642.843750 Penalty: 3726.529053
	Iteration 23Q: 3 clusters Score -227642.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -227647.078125 Penalty: 3726.529053
	Iteration 24Q: 3 clusters Score -227647.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -227649.125000 Penalty: 3726.529053
	Iteration 25Q: 3 clusters Score -227649.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -227652.375000 Penalty: 3726.529053
	Iteration 26Q: 3 clusters Score -227652.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -227653.640625 Penalty: 3726.529053
	Iteration 27Q: 3 clusters Score -227653.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -227653.640625 Penalty: 3726.529053
	Iteration 28F: 3 clusters Score -227653.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -102643.890625 Penalty: 1699.879883
	Iteration 0F: 2 clusters Score -102643.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -100855.695312 Penalty: 3399.759766
	Iteration 0F: 3 clusters Score -100855.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -101503.765625 Penalty: 3399.759766
	Iteration 1F: 3 clusters Score -101503.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -101749.101562 Penalty: 3399.759766
	Iteration 2F: 3 clusters Score -101749.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -101851.976562 Penalty: 3399.759766
	Iteration 3F: 3 clusters Score -101852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -101880.476562 Penalty: 3399.759766
	Iteration 4Q: 3 clusters Score -101880.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -101903.781250 Penalty: 3399.759766
	Iteration 5Q: 3 clusters Score -101903.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -101926.078125 Penalty: 3399.759766
	Iteration 6Q: 3 clusters Score -101926.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -101940.992188 Penalty: 3399.759766
	Iteration 7Q: 3 clusters Score -101941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -101949.546875 Penalty: 3399.759766
	Iteration 8Q: 3 clusters Score -101949.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -101955.507812 Penalty: 3399.759766
	Iteration 9Q: 3 clusters Score -101955.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -101960.562500 Penalty: 3399.759766
	Iteration 10Q: 3 clusters Score -101960.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -101967.335938 Penalty: 3399.759766
	Iteration 11Q: 3 clusters Score -101967.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -101977.296875 Penalty: 3399.759766
	Iteration 12Q: 3 clusters Score -101977.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -101980.796875 Penalty: 3399.759766
	Iteration 13Q: 3 clusters Score -101980.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -101983.210938 Penalty: 3399.759766
	Iteration 14Q: 3 clusters Score -101983.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -101985.445312 Penalty: 3399.759766
	Iteration 15Q: 3 clusters Score -101985.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -101988.085938 Penalty: 3399.759766
	Iteration 16Q: 3 clusters Score -101988.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -101990.421875 Penalty: 3399.759766
	Iteration 17Q: 3 clusters Score -101990.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -101991.773438 Penalty: 3399.759766
	Iteration 18Q: 3 clusters Score -101991.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -101994.179688 Penalty: 3399.759766
	Iteration 19Q: 3 clusters Score -101994.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -101996.312500 Penalty: 3399.759766
	Iteration 20F: 3 clusters Score -101996.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 23809 members 
Mstep: Class 3 contains 4397 members 
Mstep: Class 4 contains 3437 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8871 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 133848 members 
Mstep: Class 11 contains 16926 members 
Mstep: Class 12 contains 136324 members 
Mstep: Class 16 contains 95479 members 
Mstep: Class 17 contains 5735 members 
Mstep: Class 18 contains 5113 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706380.000000 Penalty: 58218.136719
Iteration 199Q: 19 clusters Score -5.770638e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 23809 members 
Mstep: Class 3 contains 4398 members 
Mstep: Class 4 contains 3435 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8871 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 133767 members 
Mstep: Class 11 contains 16925 members 
Mstep: Class 12 contains 136401 members 
Mstep: Class 16 contains 95484 members 
Mstep: Class 17 contains 5735 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706352.000000 Penalty: 58218.136719
Iteration 200F: 19 clusters Score -5.770635e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 23811 members 
Mstep: Class 3 contains 4399 members 
Mstep: Class 4 contains 3431 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8871 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 133692 members 
Mstep: Class 11 contains 16924 members 
Mstep: Class 12 contains 136484 members 
Mstep: Class 16 contains 95478 members 
Mstep: Class 17 contains 5735 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706340.000000 Penalty: 58218.136719
Iteration 201Q: 19 clusters Score -5.770634e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 23812 members 
Mstep: Class 3 contains 4399 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8871 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 133612 members 
Mstep: Class 11 contains 16925 members 
Mstep: Class 12 contains 136563 members 
Mstep: Class 16 contains 95479 members 
Mstep: Class 17 contains 5735 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706352.000000 Penalty: 58218.136719
Iteration 202Q: 19 clusters Score -5.770635e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 23812 members 
Mstep: Class 3 contains 4399 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8870 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 133535 members 
Mstep: Class 11 contains 16924 members 
Mstep: Class 12 contains 136640 members 
Mstep: Class 16 contains 95475 members 
Mstep: Class 17 contains 5735 members 
Mstep: Class 18 contains 5116 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706400.000000 Penalty: 58218.136719
Iteration 203Q: 19 clusters Score -5.77064e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 23817 members 
Mstep: Class 3 contains 4399 members 
Mstep: Class 4 contains 3424 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8870 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 133469 members 
Mstep: Class 11 contains 16923 members 
Mstep: Class 12 contains 136714 members 
Mstep: Class 16 contains 95466 members 
Mstep: Class 17 contains 5735 members 
Mstep: Class 18 contains 5115 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706380.000000 Penalty: 58218.136719
Iteration 204Q: 19 clusters Score -5.770638e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 23820 members 
Mstep: Class 3 contains 4399 members 
Mstep: Class 4 contains 3422 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8870 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 133395 members 
Mstep: Class 11 contains 16924 members 
Mstep: Class 12 contains 136800 members 
Mstep: Class 16 contains 95458 members 
Mstep: Class 17 contains 5734 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706356.000000 Penalty: 58218.136719
Iteration 205Q: 19 clusters Score -5.770636e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 23823 members 
Mstep: Class 3 contains 4399 members 
Mstep: Class 4 contains 3418 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8870 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 133311 members 
Mstep: Class 11 contains 16924 members 
Mstep: Class 12 contains 136886 members 
Mstep: Class 16 contains 95455 members 
Mstep: Class 17 contains 5735 members 
Mstep: Class 18 contains 5115 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706376.000000 Penalty: 58218.136719
Iteration 206Q: 19 clusters Score -5.770638e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 23824 members 
Mstep: Class 3 contains 4399 members 
Mstep: Class 4 contains 3413 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8870 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 133229 members 
Mstep: Class 11 contains 16923 members 
Mstep: Class 12 contains 136973 members 
Mstep: Class 16 contains 95453 members 
Mstep: Class 17 contains 5735 members 
Mstep: Class 18 contains 5115 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706400.000000 Penalty: 58218.136719
Iteration 207Q: 19 clusters Score -5.77064e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 23829 members 
Mstep: Class 3 contains 4399 members 
Mstep: Class 4 contains 3410 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8869 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 133133 members 
Mstep: Class 11 contains 16924 members 
Mstep: Class 12 contains 137066 members 
Mstep: Class 16 contains 95453 members 
Mstep: Class 17 contains 5736 members 
Mstep: Class 18 contains 5116 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706432.000000 Penalty: 58218.136719
Iteration 208Q: 19 clusters Score -5.770643e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 23834 members 
Mstep: Class 3 contains 4401 members 
Mstep: Class 4 contains 3406 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8869 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 133017 members 
Mstep: Class 11 contains 16922 members 
Mstep: Class 12 contains 137185 members 
Mstep: Class 16 contains 95449 members 
Mstep: Class 17 contains 5737 members 
Mstep: Class 18 contains 5118 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706448.000000 Penalty: 58218.136719
Iteration 209Q: 19 clusters Score -5.770645e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 23839 members 
Mstep: Class 3 contains 4401 members 
Mstep: Class 4 contains 3400 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8869 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 132900 members 
Mstep: Class 11 contains 16921 members 
Mstep: Class 12 contains 137303 members 
Mstep: Class 16 contains 95449 members 
Mstep: Class 17 contains 5736 members 
Mstep: Class 18 contains 5120 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706516.000000 Penalty: 58218.136719
Iteration 210Q: 19 clusters Score -5.770652e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 23845 members 
Mstep: Class 3 contains 4402 members 
Mstep: Class 4 contains 3387 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8869 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 132786 members 
Mstep: Class 11 contains 16922 members 
Mstep: Class 12 contains 137421 members 
Mstep: Class 16 contains 95450 members 
Mstep: Class 17 contains 5737 members 
Mstep: Class 18 contains 5120 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706568.000000 Penalty: 58218.136719
Iteration 211Q: 19 clusters Score -5.770657e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 23849 members 
Mstep: Class 3 contains 4403 members 
Mstep: Class 4 contains 3380 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8869 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 132660 members 
Mstep: Class 11 contains 16924 members 
Mstep: Class 12 contains 137541 members 
Mstep: Class 16 contains 95453 members 
Mstep: Class 17 contains 5736 members 
Mstep: Class 18 contains 5121 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706536.000000 Penalty: 58218.136719
Iteration 212Q: 19 clusters Score -5.770654e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 23855 members 
Mstep: Class 3 contains 4404 members 
Mstep: Class 4 contains 3376 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 8869 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 132495 members 
Mstep: Class 11 contains 16926 members 
Mstep: Class 12 contains 137687 members 
Mstep: Class 16 contains 95460 members 
Mstep: Class 17 contains 5736 members 
Mstep: Class 18 contains 5122 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706580.000000 Penalty: 58218.136719
Iteration 213Q: 19 clusters Score -5.770658e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 23859 members 
Mstep: Class 3 contains 4406 members 
Mstep: Class 4 contains 3373 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8869 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 132339 members 
Mstep: Class 11 contains 16927 members 
Mstep: Class 12 contains 137842 members 
Mstep: Class 16 contains 95456 members 
Mstep: Class 17 contains 5736 members 
Mstep: Class 18 contains 5123 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706580.000000 Penalty: 58218.136719
Iteration 214Q: 19 clusters Score -5.770658e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 23858 members 
Mstep: Class 3 contains 4406 members 
Mstep: Class 4 contains 3367 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8870 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 132173 members 
Mstep: Class 11 contains 16927 members 
Mstep: Class 12 contains 138013 members 
Mstep: Class 16 contains 95454 members 
Mstep: Class 17 contains 5736 members 
Mstep: Class 18 contains 5125 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706576.000000 Penalty: 58218.136719
Iteration 215Q: 19 clusters Score -5.770658e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 23866 members 
Mstep: Class 3 contains 4408 members 
Mstep: Class 4 contains 3362 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8869 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 131989 members 
Mstep: Class 11 contains 16930 members 
Mstep: Class 12 contains 138183 members 
Mstep: Class 16 contains 95458 members 
Mstep: Class 17 contains 5737 members 
Mstep: Class 18 contains 5126 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706568.000000 Penalty: 58218.136719
Iteration 216Q: 19 clusters Score -5.770657e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 23868 members 
Mstep: Class 3 contains 4408 members 
Mstep: Class 4 contains 3356 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8869 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 131819 members 
Mstep: Class 11 contains 16932 members 
Mstep: Class 12 contains 138349 members 
Mstep: Class 16 contains 95460 members 
Mstep: Class 17 contains 5738 members 
Mstep: Class 18 contains 5126 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706524.000000 Penalty: 58218.136719
Iteration 217Q: 19 clusters Score -5.770652e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 23871 members 
Mstep: Class 3 contains 4409 members 
Mstep: Class 4 contains 3343 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8869 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 131672 members 
Mstep: Class 11 contains 16932 members 
Mstep: Class 12 contains 138496 members 
Mstep: Class 16 contains 95464 members 
Mstep: Class 17 contains 5739 members 
Mstep: Class 18 contains 5126 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706584.000000 Penalty: 58218.136719
Iteration 218Q: 19 clusters Score -5.770658e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 23871 members 
Mstep: Class 3 contains 4413 members 
Mstep: Class 4 contains 3332 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8869 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 131524 members 
Mstep: Class 11 contains 16935 members 
Mstep: Class 12 contains 138658 members 
Mstep: Class 16 contains 95449 members 
Mstep: Class 17 contains 5740 members 
Mstep: Class 18 contains 5126 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706572.000000 Penalty: 58218.136719
Iteration 219Q: 19 clusters Score -5.770657e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 23874 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 3323 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8869 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 131358 members 
Mstep: Class 11 contains 16938 members 
Mstep: Class 12 contains 138823 members 
Mstep: Class 16 contains 95447 members 
Mstep: Class 17 contains 5739 members 
Mstep: Class 18 contains 5126 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706632.000000 Penalty: 58218.136719
Iteration 220F: 19 clusters Score -5.770663e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 23879 members 
Mstep: Class 3 contains 4418 members 
Mstep: Class 4 contains 3316 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8869 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 131179 members 
Mstep: Class 11 contains 16939 members 
Mstep: Class 12 contains 139004 members 
Mstep: Class 16 contains 95441 members 
Mstep: Class 17 contains 5740 members 
Mstep: Class 18 contains 5126 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706556.000000 Penalty: 58218.136719
Iteration 221Q: 19 clusters Score -5.770656e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 23882 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 3311 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8869 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 130992 members 
Mstep: Class 11 contains 16938 members 
Mstep: Class 12 contains 139188 members 
Mstep: Class 16 contains 95444 members 
Mstep: Class 17 contains 5740 members 
Mstep: Class 18 contains 5125 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706632.000000 Penalty: 58218.136719
Iteration 222Q: 19 clusters Score -5.770663e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 23879 members 
Mstep: Class 3 contains 4425 members 
Mstep: Class 4 contains 3304 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8869 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 130814 members 
Mstep: Class 11 contains 16938 members 
Mstep: Class 12 contains 139380 members 
Mstep: Class 16 contains 95434 members 
Mstep: Class 17 contains 5741 members 
Mstep: Class 18 contains 5124 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706700.000000 Penalty: 58218.136719
Iteration 223Q: 19 clusters Score -5.77067e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 23875 members 
Mstep: Class 3 contains 4429 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8869 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 130624 members 
Mstep: Class 11 contains 16937 members 
Mstep: Class 12 contains 139587 members 
Mstep: Class 16 contains 95432 members 
Mstep: Class 17 contains 5741 members 
Mstep: Class 18 contains 5124 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706740.000000 Penalty: 58218.136719
Iteration 224Q: 19 clusters Score -5.770674e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 23880 members 
Mstep: Class 3 contains 4429 members 
Mstep: Class 4 contains 3284 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8869 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 130428 members 
Mstep: Class 11 contains 16940 members 
Mstep: Class 12 contains 139793 members 
Mstep: Class 16 contains 95425 members 
Mstep: Class 17 contains 5741 members 
Mstep: Class 18 contains 5123 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706724.000000 Penalty: 58218.136719
Iteration 225Q: 19 clusters Score -5.770672e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 23889 members 
Mstep: Class 3 contains 4432 members 
Mstep: Class 4 contains 3274 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8869 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 130220 members 
Mstep: Class 11 contains 16940 members 
Mstep: Class 12 contains 140002 members 
Mstep: Class 16 contains 95422 members 
Mstep: Class 17 contains 5742 members 
Mstep: Class 18 contains 5123 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706776.000000 Penalty: 58218.136719
Iteration 226Q: 19 clusters Score -5.770678e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 23892 members 
Mstep: Class 3 contains 4435 members 
Mstep: Class 4 contains 3263 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 8866 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 130000 members 
Mstep: Class 11 contains 16944 members 
Mstep: Class 12 contains 140225 members 
Mstep: Class 16 contains 95415 members 
Mstep: Class 17 contains 5742 members 
Mstep: Class 18 contains 5129 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706696.000000 Penalty: 58218.136719
Iteration 227Q: 19 clusters Score -5.77067e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 23893 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 3246 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 8866 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 129761 members 
Mstep: Class 11 contains 16949 members 
Mstep: Class 12 contains 140456 members 
Mstep: Class 16 contains 95427 members 
Mstep: Class 17 contains 5743 members 
Mstep: Class 18 contains 5132 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706720.000000 Penalty: 58218.136719
Iteration 228Q: 19 clusters Score -5.770672e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 23900 members 
Mstep: Class 3 contains 4439 members 
Mstep: Class 4 contains 3225 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 8866 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 129522 members 
Mstep: Class 11 contains 16956 members 
Mstep: Class 12 contains 140691 members 
Mstep: Class 16 contains 95434 members 
Mstep: Class 17 contains 5743 members 
Mstep: Class 18 contains 5136 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706764.000000 Penalty: 58218.136719
Iteration 229Q: 19 clusters Score -5.770676e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 23897 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 3206 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 8867 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 129287 members 
Mstep: Class 11 contains 16960 members 
Mstep: Class 12 contains 140930 members 
Mstep: Class 16 contains 95436 members 
Mstep: Class 17 contains 5748 members 
Mstep: Class 18 contains 5142 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706740.000000 Penalty: 58218.136719
Iteration 230Q: 19 clusters Score -5.770674e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 23898 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 3185 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 8868 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 129053 members 
Mstep: Class 11 contains 16960 members 
Mstep: Class 12 contains 141169 members 
Mstep: Class 16 contains 95445 members 
Mstep: Class 17 contains 5750 members 
Mstep: Class 18 contains 5144 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706628.000000 Penalty: 58218.136719
Iteration 231Q: 19 clusters Score -5.770663e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 23897 members 
Mstep: Class 3 contains 4440 members 
Mstep: Class 4 contains 3166 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 8864 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 128840 members 
Mstep: Class 11 contains 16972 members 
Mstep: Class 12 contains 141371 members 
Mstep: Class 16 contains 95465 members 
Mstep: Class 17 contains 5751 members 
Mstep: Class 18 contains 5145 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706604.000000 Penalty: 58218.136719
Iteration 232Q: 19 clusters Score -5.77066e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 23896 members 
Mstep: Class 3 contains 4445 members 
Mstep: Class 4 contains 3146 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 8861 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 128648 members 
Mstep: Class 11 contains 16980 members 
Mstep: Class 12 contains 141569 members 
Mstep: Class 16 contains 95472 members 
Mstep: Class 17 contains 5754 members 
Mstep: Class 18 contains 5144 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706496.000000 Penalty: 58218.136719
Iteration 233Q: 19 clusters Score -5.77065e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 23897 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 3125 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 8860 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 128447 members 
Mstep: Class 11 contains 16985 members 
Mstep: Class 12 contains 141772 members 
Mstep: Class 16 contains 95481 members 
Mstep: Class 17 contains 5755 members 
Mstep: Class 18 contains 5143 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706596.000000 Penalty: 58218.136719
Iteration 234Q: 19 clusters Score -5.77066e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 23893 members 
Mstep: Class 3 contains 4448 members 
Mstep: Class 4 contains 3113 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 8860 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 128235 members 
Mstep: Class 11 contains 16988 members 
Mstep: Class 12 contains 141983 members 
Mstep: Class 16 contains 95488 members 
Mstep: Class 17 contains 5755 members 
Mstep: Class 18 contains 5140 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706596.000000 Penalty: 58218.136719
Iteration 235Q: 19 clusters Score -5.77066e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 23893 members 
Mstep: Class 3 contains 4450 members 
Mstep: Class 4 contains 3104 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 8863 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 128014 members 
Mstep: Class 11 contains 16991 members 
Mstep: Class 12 contains 142189 members 
Mstep: Class 16 contains 95501 members 
Mstep: Class 17 contains 5753 members 
Mstep: Class 18 contains 5141 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706808.000000 Penalty: 58218.136719
Iteration 236Q: 19 clusters Score -5.770681e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 23896 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 4 contains 3088 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 8862 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 127825 members 
Mstep: Class 11 contains 16994 members 
Mstep: Class 12 contains 142382 members 
Mstep: Class 16 contains 95500 members 
Mstep: Class 17 contains 5753 members 
Mstep: Class 18 contains 5142 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706776.000000 Penalty: 58218.136719
Iteration 237Q: 19 clusters Score -5.770678e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 23908 members 
Mstep: Class 3 contains 4456 members 
Mstep: Class 4 contains 3076 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 8863 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 127608 members 
Mstep: Class 11 contains 16996 members 
Mstep: Class 12 contains 142600 members 
Mstep: Class 16 contains 95493 members 
Mstep: Class 17 contains 5752 members 
Mstep: Class 18 contains 5140 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706840.000000 Penalty: 58218.136719
Iteration 238Q: 19 clusters Score -5.770684e+07 nChanged 263
Entering ConstructFrom: 
Score: -57706840.000000 Penalty: 58218.136719
Entering ConstructFrom: 
Trying to split cluster 1 (20634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Entering Unmasked Estep 
Score: -2651871.250000 Penalty: 2463.804443
	Iteration 0F: 2 clusters Score -2651871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2637458.000000 Penalty: 4927.608887
	Iteration 0F: 3 clusters Score -2637458 nChanged 9063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2642267.500000 Penalty: 4927.608887
	Iteration 1F: 3 clusters Score -2642268 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -2642686.000000 Penalty: 4927.608887
	Iteration 2F: 3 clusters Score -2642686 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -2643005.750000 Penalty: 4927.608887
	Iteration 3Q: 3 clusters Score -2643006 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2643306.250000 Penalty: 4927.608887
	Iteration 4Q: 3 clusters Score -2643306 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2643625.000000 Penalty: 4927.608887
	Iteration 5Q: 3 clusters Score -2643625 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2644011.250000 Penalty: 4927.608887
	Iteration 6Q: 3 clusters Score -2644011 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -2644549.750000 Penalty: 4927.608887
	Iteration 7Q: 3 clusters Score -2644550 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -2645265.000000 Penalty: 4927.608887
	Iteration 8F: 3 clusters Score -2645265 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -2646045.000000 Penalty: 4927.608887
	Iteration 9F: 3 clusters Score -2646045 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -2646818.500000 Penalty: 4927.608887
	Iteration 10Q: 3 clusters Score -2646818 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2647580.500000 Penalty: 4927.608887
	Iteration 11Q: 3 clusters Score -2647580 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2648275.750000 Penalty: 4927.608887
	Iteration 12Q: 3 clusters Score -2648276 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2648768.750000 Penalty: 4927.608887
	Iteration 13Q: 3 clusters Score -2648769 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2649054.750000 Penalty: 4927.608887
	Iteration 14Q: 3 clusters Score -2649055 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2649241.500000 Penalty: 4927.608887
	Iteration 15Q: 3 clusters Score -2649242 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2649367.250000 Penalty: 4927.608887
	Iteration 16Q: 3 clusters Score -2649367 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2649469.000000 Penalty: 4927.608887
	Iteration 17Q: 3 clusters Score -2649469 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2649529.000000 Penalty: 4927.608887
	Iteration 18Q: 3 clusters Score -2649529 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2649563.250000 Penalty: 4927.608887
	Iteration 19Q: 3 clusters Score -2649563 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2649596.000000 Penalty: 4927.608887
	Iteration 20F: 3 clusters Score -2649596 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2649624.250000 Penalty: 4927.608887
	Iteration 21Q: 3 clusters Score -2649624 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2649640.500000 Penalty: 4927.608887
	Iteration 22Q: 3 clusters Score -2649640 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2649667.000000 Penalty: 4927.608887
	Iteration 23Q: 3 clusters Score -2649667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2649677.500000 Penalty: 4927.608887
	Iteration 24Q: 3 clusters Score -2649678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2649683.750000 Penalty: 4927.608887
	Iteration 25Q: 3 clusters Score -2649684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2649692.250000 Penalty: 4927.608887
	Iteration 26Q: 3 clusters Score -2649692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2649694.250000 Penalty: 4927.608887
	Iteration 27Q: 3 clusters Score -2649694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2649699.000000 Penalty: 4927.608887
	Iteration 28Q: 3 clusters Score -2649699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2649706.500000 Penalty: 4927.608887
	Iteration 29Q: 3 clusters Score -2649706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2649712.750000 Penalty: 4927.608887
	Iteration 30Q: 3 clusters Score -2649713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2649715.500000 Penalty: 4927.608887
	Iteration 31Q: 3 clusters Score -2649716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2649713.250000 Penalty: 4927.608887
	Iteration 32Q: 3 clusters Score -2649713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2649722.250000 Penalty: 4927.608887
	Iteration 33Q: 3 clusters Score -2649722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2649728.250000 Penalty: 4927.608887
	Iteration 34Q: 3 clusters Score -2649728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2649729.000000 Penalty: 4927.608887
	Iteration 35Q: 3 clusters Score -2649729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2649731.000000 Penalty: 4927.608887
	Iteration 36Q: 3 clusters Score -2649731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2649735.000000 Penalty: 4927.608887
	Iteration 37Q: 3 clusters Score -2649735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2649739.500000 Penalty: 4927.608887
	Iteration 38Q: 3 clusters Score -2649740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2649738.250000 Penalty: 4927.608887
	Iteration 39Q: 3 clusters Score -2649738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2649738.000000 Penalty: 4927.608887
	Iteration 40F: 3 clusters Score -2649738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2649740.000000 Penalty: 4927.608887
	Iteration 41Q: 3 clusters Score -2649740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2649740.750000 Penalty: 4927.608887
	Iteration 42Q: 3 clusters Score -2649741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2649743.750000 Penalty: 4927.608887
	Iteration 43Q: 3 clusters Score -2649744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2649743.250000 Penalty: 4927.608887
	Iteration 44Q: 3 clusters Score -2649743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2649743.250000 Penalty: 4927.608887
	Iteration 45F: 3 clusters Score -2649743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Entering Unmasked Estep 
Score: -3087930.750000 Penalty: 2500.421631
	Iteration 0F: 2 clusters Score -3087931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -3071323.750000 Penalty: 5000.843262
	Iteration 0F: 3 clusters Score -3071324 nChanged 10566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -3077020.000000 Penalty: 5000.843262
	Iteration 1F: 3 clusters Score -3077020 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -3077424.250000 Penalty: 5000.843262
	Iteration 2Q: 3 clusters Score -3077424 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -3077722.500000 Penalty: 5000.843262
	Iteration 3Q: 3 clusters Score -3077722 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -3078051.250000 Penalty: 5000.843262
	Iteration 4Q: 3 clusters Score -3078051 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -3078432.250000 Penalty: 5000.843262
	Iteration 5Q: 3 clusters Score -3078432 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -3078902.750000 Penalty: 5000.843262
	Iteration 6Q: 3 clusters Score -3078903 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -3079464.250000 Penalty: 5000.843262
	Iteration 7Q: 3 clusters Score -3079464 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -3080156.000000 Penalty: 5000.843262
	Iteration 8Q: 3 clusters Score -3080156 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -3080938.000000 Penalty: 5000.843262
	Iteration 9F: 3 clusters Score -3080938 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -3081739.000000 Penalty: 5000.843262
	Iteration 10F: 3 clusters Score -3081739 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -3082444.250000 Penalty: 5000.843262
	Iteration 11Q: 3 clusters Score -3082444 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -3082951.500000 Penalty: 5000.843262
	Iteration 12Q: 3 clusters Score -3082952 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -3083311.500000 Penalty: 5000.843262
	Iteration 13Q: 3 clusters Score -3083312 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -3083601.750000 Penalty: 5000.843262
	Iteration 14Q: 3 clusters Score -3083602 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -3083795.500000 Penalty: 5000.843262
	Iteration 15Q: 3 clusters Score -3083796 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -3083946.000000 Penalty: 5000.843262
	Iteration 16Q: 3 clusters Score -3083946 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -3084116.750000 Penalty: 5000.843262
	Iteration 17Q: 3 clusters Score -3084117 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -3084287.750000 Penalty: 5000.843262
	Iteration 18Q: 3 clusters Score -3084288 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -3084416.500000 Penalty: 5000.843262
	Iteration 19Q: 3 clusters Score -3084416 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -3084549.250000 Penalty: 5000.843262
	Iteration 20F: 3 clusters Score -3084549 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -3084667.500000 Penalty: 5000.843262
	Iteration 21Q: 3 clusters Score -3084668 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -3084768.500000 Penalty: 5000.843262
	Iteration 22Q: 3 clusters Score -3084768 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -3084859.000000 Penalty: 5000.843262
	Iteration 23Q: 3 clusters Score -3084859 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -3084947.500000 Penalty: 5000.843262
	Iteration 24Q: 3 clusters Score -3084948 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -3084998.000000 Penalty: 5000.843262
	Iteration 25Q: 3 clusters Score -3084998 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -3085060.000000 Penalty: 5000.843262
	Iteration 26Q: 3 clusters Score -3085060 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -3085121.250000 Penalty: 5000.843262
	Iteration 27Q: 3 clusters Score -3085121 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -3085181.500000 Penalty: 5000.843262
	Iteration 28Q: 3 clusters Score -3085182 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -3085235.500000 Penalty: 5000.843262
	Iteration 29Q: 3 clusters Score -3085236 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -3085261.000000 Penalty: 5000.843262
	Iteration 30Q: 3 clusters Score -3085261 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -3085274.000000 Penalty: 5000.843262
	Iteration 31Q: 3 clusters Score -3085274 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -3085303.000000 Penalty: 5000.843262
	Iteration 32Q: 3 clusters Score -3085303 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -3085335.000000 Penalty: 5000.843262
	Iteration 33Q: 3 clusters Score -3085335 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -3085372.500000 Penalty: 5000.843262
	Iteration 34Q: 3 clusters Score -3085372 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -3085412.250000 Penalty: 5000.843262
	Iteration 35Q: 3 clusters Score -3085412 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -3085442.250000 Penalty: 5000.843262
	Iteration 36Q: 3 clusters Score -3085442 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -3085472.500000 Penalty: 5000.843262
	Iteration 37Q: 3 clusters Score -3085472 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -3085498.000000 Penalty: 5000.843262
	Iteration 38Q: 3 clusters Score -3085498 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -3085519.750000 Penalty: 5000.843262
	Iteration 39Q: 3 clusters Score -3085520 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -3085533.500000 Penalty: 5000.843262
	Iteration 40F: 3 clusters Score -3085534 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -3085560.500000 Penalty: 5000.843262
	Iteration 41Q: 3 clusters Score -3085560 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -3085588.750000 Penalty: 5000.843262
	Iteration 42Q: 3 clusters Score -3085589 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -3085601.000000 Penalty: 5000.843262
	Iteration 43Q: 3 clusters Score -3085601 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -3085625.000000 Penalty: 5000.843262
	Iteration 44Q: 3 clusters Score -3085625 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -3085629.500000 Penalty: 5000.843262
	Iteration 45Q: 3 clusters Score -3085630 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -3085648.250000 Penalty: 5000.843262
	Iteration 46Q: 3 clusters Score -3085648 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -3085659.000000 Penalty: 5000.843262
	Iteration 47Q: 3 clusters Score -3085659 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -3085667.250000 Penalty: 5000.843262
	Iteration 48Q: 3 clusters Score -3085667 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -3085673.500000 Penalty: 5000.843262
	Iteration 49Q: 3 clusters Score -3085674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -3085681.250000 Penalty: 5000.843262
	Iteration 50Q: 3 clusters Score -3085681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -3085685.500000 Penalty: 5000.843262
	Iteration 51Q: 3 clusters Score -3085686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -3085690.750000 Penalty: 5000.843262
	Iteration 52Q: 3 clusters Score -3085691 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -3085694.750000 Penalty: 5000.843262
	Iteration 53Q: 3 clusters Score -3085695 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -3085701.500000 Penalty: 5000.843262
	Iteration 54Q: 3 clusters Score -3085702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -3085710.500000 Penalty: 5000.843262
	Iteration 55Q: 3 clusters Score -3085710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -3085717.250000 Penalty: 5000.843262
	Iteration 56Q: 3 clusters Score -3085717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -3085720.000000 Penalty: 5000.843262
	Iteration 57Q: 3 clusters Score -3085720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -3085730.000000 Penalty: 5000.843262
	Iteration 58Q: 3 clusters Score -3085730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -3085730.750000 Penalty: 5000.843262
	Iteration 59Q: 3 clusters Score -3085731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -3085728.750000 Penalty: 5000.843262
	Iteration 60F: 3 clusters Score -3085729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -3085729.250000 Penalty: 5000.843262
	Iteration 61Q: 3 clusters Score -3085729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -3085738.000000 Penalty: 5000.843262
	Iteration 62Q: 3 clusters Score -3085738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -3085743.500000 Penalty: 5000.843262
	Iteration 63Q: 3 clusters Score -3085744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -3085744.500000 Penalty: 5000.843262
	Iteration 64Q: 3 clusters Score -3085744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -3085747.000000 Penalty: 5000.843262
	Iteration 65Q: 3 clusters Score -3085747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -3085746.750000 Penalty: 5000.843262
	Iteration 66Q: 3 clusters Score -3085747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -3085743.750000 Penalty: 5000.843262
	Iteration 67Q: 3 clusters Score -3085744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -3085742.000000 Penalty: 5000.843262
	Iteration 68Q: 3 clusters Score -3085742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -3085742.000000 Penalty: 5000.843262
	Iteration 69F: 3 clusters Score -3085742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Entering Unmasked Estep 
Score: -577558.625000 Penalty: 2083.753418
	Iteration 0F: 2 clusters Score -577558.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -573329.125000 Penalty: 4167.506836
	Iteration 0F: 3 clusters Score -573329.1 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -574341.312500 Penalty: 4167.506836
	Iteration 1F: 3 clusters Score -574341.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -574552.812500 Penalty: 4167.506836
	Iteration 2F: 3 clusters Score -574552.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -574661.250000 Penalty: 4167.506836
	Iteration 3Q: 3 clusters Score -574661.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -574757.750000 Penalty: 4167.506836
	Iteration 4Q: 3 clusters Score -574757.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -574830.875000 Penalty: 4167.506836
	Iteration 5Q: 3 clusters Score -574830.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -574887.750000 Penalty: 4167.506836
	Iteration 6Q: 3 clusters Score -574887.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -574931.937500 Penalty: 4167.506836
	Iteration 7Q: 3 clusters Score -574931.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -574978.750000 Penalty: 4167.506836
	Iteration 8Q: 3 clusters Score -574978.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -575010.562500 Penalty: 4167.506836
	Iteration 9Q: 3 clusters Score -575010.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -575040.375000 Penalty: 4167.506836
	Iteration 10Q: 3 clusters Score -575040.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -575068.125000 Penalty: 4167.506836
	Iteration 11Q: 3 clusters Score -575068.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -575099.625000 Penalty: 4167.506836
	Iteration 12Q: 3 clusters Score -575099.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -575121.875000 Penalty: 4167.506836
	Iteration 13Q: 3 clusters Score -575121.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -575149.812500 Penalty: 4167.506836
	Iteration 14Q: 3 clusters Score -575149.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -575181.125000 Penalty: 4167.506836
	Iteration 15Q: 3 clusters Score -575181.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -575220.062500 Penalty: 4167.506836
	Iteration 16Q: 3 clusters Score -575220.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -575262.125000 Penalty: 4167.506836
	Iteration 17Q: 3 clusters Score -575262.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -575307.875000 Penalty: 4167.506836
	Iteration 18Q: 3 clusters Score -575307.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -575352.375000 Penalty: 4167.506836
	Iteration 19Q: 3 clusters Score -575352.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -575394.250000 Penalty: 4167.506836
	Iteration 20F: 3 clusters Score -575394.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -575438.500000 Penalty: 4167.506836
	Iteration 21Q: 3 clusters Score -575438.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -575478.187500 Penalty: 4167.506836
	Iteration 22Q: 3 clusters Score -575478.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -575523.375000 Penalty: 4167.506836
	Iteration 23Q: 3 clusters Score -575523.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -575568.750000 Penalty: 4167.506836
	Iteration 24Q: 3 clusters Score -575568.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -575611.000000 Penalty: 4167.506836
	Iteration 25Q: 3 clusters Score -575611 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -575648.062500 Penalty: 4167.506836
	Iteration 26Q: 3 clusters Score -575648.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -575683.500000 Penalty: 4167.506836
	Iteration 27Q: 3 clusters Score -575683.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -575704.812500 Penalty: 4167.506836
	Iteration 28Q: 3 clusters Score -575704.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -575721.250000 Penalty: 4167.506836
	Iteration 29Q: 3 clusters Score -575721.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -575736.937500 Penalty: 4167.506836
	Iteration 30Q: 3 clusters Score -575736.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -575751.250000 Penalty: 4167.506836
	Iteration 31Q: 3 clusters Score -575751.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -575763.875000 Penalty: 4167.506836
	Iteration 32Q: 3 clusters Score -575763.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -575779.687500 Penalty: 4167.506836
	Iteration 33Q: 3 clusters Score -575779.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -575793.312500 Penalty: 4167.506836
	Iteration 34Q: 3 clusters Score -575793.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -575807.375000 Penalty: 4167.506836
	Iteration 35Q: 3 clusters Score -575807.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -575811.000000 Penalty: 4167.506836
	Iteration 36Q: 3 clusters Score -575811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -575817.187500 Penalty: 4167.506836
	Iteration 37Q: 3 clusters Score -575817.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -575825.625000 Penalty: 4167.506836
	Iteration 38Q: 3 clusters Score -575825.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -575830.500000 Penalty: 4167.506836
	Iteration 39Q: 3 clusters Score -575830.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -575834.125000 Penalty: 4167.506836
	Iteration 40F: 3 clusters Score -575834.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -575836.187500 Penalty: 4167.506836
	Iteration 41Q: 3 clusters Score -575836.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -575836.187500 Penalty: 4167.506836
	Iteration 42Q: 3 clusters Score -575836.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -575836.187500 Penalty: 4167.506836
	Iteration 43F: 3 clusters Score -575836.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Entering Unmasked Estep 
Score: -396315.812500 Penalty: 1990.733276
	Iteration 0F: 2 clusters Score -396315.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -392988.250000 Penalty: 3981.466553
	Iteration 0F: 3 clusters Score -392988.2 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -393674.343750 Penalty: 3981.466553
	Iteration 1F: 3 clusters Score -393674.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -393823.156250 Penalty: 3981.466553
	Iteration 2F: 3 clusters Score -393823.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -393907.281250 Penalty: 3981.466553
	Iteration 3Q: 3 clusters Score -393907.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -393981.875000 Penalty: 3981.466553
	Iteration 4Q: 3 clusters Score -393981.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -394028.593750 Penalty: 3981.466553
	Iteration 5Q: 3 clusters Score -394028.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -394057.125000 Penalty: 3981.466553
	Iteration 6Q: 3 clusters Score -394057.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -394090.843750 Penalty: 3981.466553
	Iteration 7Q: 3 clusters Score -394090.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -394112.875000 Penalty: 3981.466553
	Iteration 8Q: 3 clusters Score -394112.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -394135.062500 Penalty: 3981.466553
	Iteration 9Q: 3 clusters Score -394135.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -394160.406250 Penalty: 3981.466553
	Iteration 10Q: 3 clusters Score -394160.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -394178.750000 Penalty: 3981.466553
	Iteration 11Q: 3 clusters Score -394178.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -394203.031250 Penalty: 3981.466553
	Iteration 12Q: 3 clusters Score -394203 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -394229.687500 Penalty: 3981.466553
	Iteration 13Q: 3 clusters Score -394229.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -394258.875000 Penalty: 3981.466553
	Iteration 14Q: 3 clusters Score -394258.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -394286.531250 Penalty: 3981.466553
	Iteration 15Q: 3 clusters Score -394286.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -394322.281250 Penalty: 3981.466553
	Iteration 16Q: 3 clusters Score -394322.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -394369.937500 Penalty: 3981.466553
	Iteration 17Q: 3 clusters Score -394369.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -394439.781250 Penalty: 3981.466553
	Iteration 18Q: 3 clusters Score -394439.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -394534.656250 Penalty: 3981.466553
	Iteration 19Q: 3 clusters Score -394534.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -394654.468750 Penalty: 3981.466553
	Iteration 20F: 3 clusters Score -394654.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -394793.406250 Penalty: 3981.466553
	Iteration 21Q: 3 clusters Score -394793.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -394911.562500 Penalty: 3981.466553
	Iteration 22Q: 3 clusters Score -394911.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -395014.375000 Penalty: 3981.466553
	Iteration 23Q: 3 clusters Score -395014.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -395131.531250 Penalty: 3981.466553
	Iteration 24Q: 3 clusters Score -395131.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -395208.312500 Penalty: 3981.466553
	Iteration 25Q: 3 clusters Score -395208.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -395279.187500 Penalty: 3981.466553
	Iteration 26Q: 3 clusters Score -395279.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -395316.093750 Penalty: 3981.466553
	Iteration 27Q: 3 clusters Score -395316.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -395347.593750 Penalty: 3981.466553
	Iteration 28Q: 3 clusters Score -395347.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -395363.156250 Penalty: 3981.466553
	Iteration 29Q: 3 clusters Score -395363.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -395381.250000 Penalty: 3981.466553
	Iteration 30Q: 3 clusters Score -395381.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -395388.500000 Penalty: 3981.466553
	Iteration 31Q: 3 clusters Score -395388.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -395391.125000 Penalty: 3981.466553
	Iteration 32Q: 3 clusters Score -395391.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -395392.406250 Penalty: 3981.466553
	Iteration 33Q: 3 clusters Score -395392.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -395392.843750 Penalty: 3981.466553
	Iteration 34Q: 3 clusters Score -395392.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -395398.968750 Penalty: 3981.466553
	Iteration 35F: 3 clusters Score -395399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -395404.875000 Penalty: 3981.466553
	Iteration 36Q: 3 clusters Score -395404.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -395406.375000 Penalty: 3981.466553
	Iteration 37Q: 3 clusters Score -395406.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -395407.406250 Penalty: 3981.466553
	Iteration 38Q: 3 clusters Score -395407.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -395409.406250 Penalty: 3981.466553
	Iteration 39Q: 3 clusters Score -395409.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -395409.406250 Penalty: 3981.466553
	Iteration 40F: 3 clusters Score -395409.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -52850.152344 Penalty: 1542.212891
	Iteration 0F: 2 clusters Score -52850.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -51536.066406 Penalty: 3084.425781
	Iteration 0F: 3 clusters Score -51536.07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -51904.484375 Penalty: 3084.425781
	Iteration 1F: 3 clusters Score -51904.48 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -52323.480469 Penalty: 3084.425781
	Iteration 2F: 3 clusters Score -52323.48 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -52710.171875 Penalty: 3084.425781
	Iteration 3F: 3 clusters Score -52710.17 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -52939.542969 Penalty: 3084.425781
	Iteration 4F: 3 clusters Score -52939.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -53112.535156 Penalty: 3084.425781
	Iteration 5Q: 3 clusters Score -53112.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -53235.488281 Penalty: 3084.425781
	Iteration 6Q: 3 clusters Score -53235.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -53284.910156 Penalty: 3084.425781
	Iteration 7Q: 3 clusters Score -53284.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -53306.792969 Penalty: 3084.425781
	Iteration 8Q: 3 clusters Score -53306.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -53336.285156 Penalty: 3084.425781
	Iteration 9Q: 3 clusters Score -53336.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -53356.121094 Penalty: 3084.425781
	Iteration 10Q: 3 clusters Score -53356.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -53360.351562 Penalty: 3084.425781
	Iteration 11Q: 3 clusters Score -53360.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -53365.476562 Penalty: 3084.425781
	Iteration 12Q: 3 clusters Score -53365.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -53365.476562 Penalty: 3084.425781
	Iteration 13F: 3 clusters Score -53365.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 23917 members 
Mstep: Class 3 contains 4457 members 
Mstep: Class 4 contains 3063 members 
Mstep: Class 5 contains 112 members 
Mstep: Class 6 contains 8865 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 127404 members 
Mstep: Class 11 contains 16999 members 
Mstep: Class 12 contains 142802 members 
Mstep: Class 13 contains 390 members 
Mstep: Class 16 contains 95488 members 
Mstep: Class 17 contains 5751 members 
Mstep: Class 18 contains 5139 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
Score: -57705688.000000 Penalty: 61452.480469
Splitting cluster 5 changes total score from -57706840.000000 to -57705688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (8865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Entering Unmasked Estep 
Score: -1136712.500000 Penalty: 2254.286865
	Iteration 0F: 2 clusters Score -1136712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1129708.375000 Penalty: 4508.573730
	Iteration 0F: 3 clusters Score -1129708 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1131590.625000 Penalty: 4508.573730
	Iteration 1F: 3 clusters Score -1131591 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1131874.375000 Penalty: 4508.573730
	Iteration 2F: 3 clusters Score -1131874 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1132100.375000 Penalty: 4508.573730
	Iteration 3F: 3 clusters Score -1132100 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1132307.125000 Penalty: 4508.573730
	Iteration 4Q: 3 clusters Score -1132307 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1132523.125000 Penalty: 4508.573730
	Iteration 5Q: 3 clusters Score -1132523 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1132772.750000 Penalty: 4508.573730
	Iteration 6Q: 3 clusters Score -1132773 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1133072.750000 Penalty: 4508.573730
	Iteration 7Q: 3 clusters Score -1133073 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1133452.125000 Penalty: 4508.573730
	Iteration 8F: 3 clusters Score -1133452 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1133838.875000 Penalty: 4508.573730
	Iteration 9F: 3 clusters Score -1133839 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1134239.250000 Penalty: 4508.573730
	Iteration 10F: 3 clusters Score -1134239 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1134571.750000 Penalty: 4508.573730
	Iteration 11Q: 3 clusters Score -1134572 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1134828.750000 Penalty: 4508.573730
	Iteration 12Q: 3 clusters Score -1134829 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1134989.125000 Penalty: 4508.573730
	Iteration 13Q: 3 clusters Score -1134989 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1135108.500000 Penalty: 4508.573730
	Iteration 14Q: 3 clusters Score -1135108 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1135193.625000 Penalty: 4508.573730
	Iteration 15Q: 3 clusters Score -1135194 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1135242.000000 Penalty: 4508.573730
	Iteration 16Q: 3 clusters Score -1135242 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1135270.750000 Penalty: 4508.573730
	Iteration 17Q: 3 clusters Score -1135271 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1135282.625000 Penalty: 4508.573730
	Iteration 18Q: 3 clusters Score -1135283 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1135287.500000 Penalty: 4508.573730
	Iteration 19Q: 3 clusters Score -1135288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1135290.500000 Penalty: 4508.573730
	Iteration 20F: 3 clusters Score -1135290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1135296.375000 Penalty: 4508.573730
	Iteration 21Q: 3 clusters Score -1135296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1135301.000000 Penalty: 4508.573730
	Iteration 22Q: 3 clusters Score -1135301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1135303.125000 Penalty: 4508.573730
	Iteration 23Q: 3 clusters Score -1135303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1135303.125000 Penalty: 4508.573730
	Iteration 24Q: 3 clusters Score -1135303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1135306.750000 Penalty: 4508.573730
	Iteration 25Q: 3 clusters Score -1135307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1135308.875000 Penalty: 4508.573730
	Iteration 26Q: 3 clusters Score -1135309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1135306.750000 Penalty: 4508.573730
	Iteration 27Q: 3 clusters Score -1135307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1135306.250000 Penalty: 4508.573730
	Iteration 28Q: 3 clusters Score -1135306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1135306.125000 Penalty: 4508.573730
	Iteration 29Q: 3 clusters Score -1135306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1135306.125000 Penalty: 4508.573730
	Iteration 30Q: 3 clusters Score -1135306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1135307.500000 Penalty: 4508.573730
	Iteration 31Q: 3 clusters Score -1135308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1135311.250000 Penalty: 4508.573730
	Iteration 32Q: 3 clusters Score -1135311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1135308.750000 Penalty: 4508.573730
	Iteration 33Q: 3 clusters Score -1135309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1135308.750000 Penalty: 4508.573730
	Iteration 34F: 3 clusters Score -1135309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -60580.558594 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -60580.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -59073.929688 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -59073.93 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -59477.992188 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -59477.99 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -59575.121094 Penalty: 3127.006592
	Iteration 2F: 3 clusters Score -59575.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -59642.710938 Penalty: 3127.006592
	Iteration 3Q: 3 clusters Score -59642.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -59683.031250 Penalty: 3127.006592
	Iteration 4Q: 3 clusters Score -59683.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -59703.425781 Penalty: 3127.006592
	Iteration 5Q: 3 clusters Score -59703.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -59712.359375 Penalty: 3127.006592
	Iteration 6Q: 3 clusters Score -59712.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -59727.222656 Penalty: 3127.006592
	Iteration 7Q: 3 clusters Score -59727.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -59735.839844 Penalty: 3127.006592
	Iteration 8Q: 3 clusters Score -59735.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -59747.222656 Penalty: 3127.006592
	Iteration 9Q: 3 clusters Score -59747.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -59751.015625 Penalty: 3127.006592
	Iteration 10Q: 3 clusters Score -59751.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -59751.015625 Penalty: 3127.006592
	Iteration 11F: 3 clusters Score -59751.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -32030.804688 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -32030.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -30794.074219 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -30794.07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -30974.205078 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -30974.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31106.146484 Penalty: 2856.415283
	Iteration 2F: 3 clusters Score -31106.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31210.400391 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -31210.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31351.134766 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -31351.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -31489.083984 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -31489.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31535.826172 Penalty: 2856.415283
	Iteration 6Q: 3 clusters Score -31535.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -31552.634766 Penalty: 2856.415283
	Iteration 7Q: 3 clusters Score -31552.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -31553.859375 Penalty: 2856.415283
	Iteration 8Q: 3 clusters Score -31553.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -31553.859375 Penalty: 2856.415283
	Iteration 9F: 3 clusters Score -31553.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Entering Unmasked Estep 
Score: -70477.359375 Penalty: 1617.843506
	Iteration 0F: 2 clusters Score -70477.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -68908.062500 Penalty: 3235.687012
	Iteration 0F: 3 clusters Score -68908.06 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -69292.046875 Penalty: 3235.687012
	Iteration 1F: 3 clusters Score -69292.05 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -69489.390625 Penalty: 3235.687012
	Iteration 2F: 3 clusters Score -69489.39 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -69644.382812 Penalty: 3235.687012
	Iteration 3F: 3 clusters Score -69644.38 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -69760.101562 Penalty: 3235.687012
	Iteration 4Q: 3 clusters Score -69760.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -69870.453125 Penalty: 3235.687012
	Iteration 5Q: 3 clusters Score -69870.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -69885.156250 Penalty: 3235.687012
	Iteration 6Q: 3 clusters Score -69885.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -69897.210938 Penalty: 3235.687012
	Iteration 7Q: 3 clusters Score -69897.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -69924.992188 Penalty: 3235.687012
	Iteration 8Q: 3 clusters Score -69924.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -69949.835938 Penalty: 3235.687012
	Iteration 9Q: 3 clusters Score -69949.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -70068.507812 Penalty: 3235.687012
	Iteration 10Q: 3 clusters Score -70068.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -70121.789062 Penalty: 3235.687012
	Iteration 11Q: 3 clusters Score -70121.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -70153.140625 Penalty: 3235.687012
	Iteration 12Q: 3 clusters Score -70153.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -70166.664062 Penalty: 3235.687012
	Iteration 13Q: 3 clusters Score -70166.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -70192.804688 Penalty: 3235.687012
	Iteration 14Q: 3 clusters Score -70192.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -70220.125000 Penalty: 3235.687012
	Iteration 15Q: 3 clusters Score -70220.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -70240.484375 Penalty: 3235.687012
	Iteration 16Q: 3 clusters Score -70240.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -70262.804688 Penalty: 3235.687012
	Iteration 17Q: 3 clusters Score -70262.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -70312.265625 Penalty: 3235.687012
	Iteration 18Q: 3 clusters Score -70312.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -70335.921875 Penalty: 3235.687012
	Iteration 19Q: 3 clusters Score -70335.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -70366.359375 Penalty: 3235.687012
	Iteration 20F: 3 clusters Score -70366.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -70413.382812 Penalty: 3235.687012
	Iteration 21Q: 3 clusters Score -70413.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -70435.320312 Penalty: 3235.687012
	Iteration 22Q: 3 clusters Score -70435.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -70450.382812 Penalty: 3235.687012
	Iteration 23Q: 3 clusters Score -70450.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -70465.148438 Penalty: 3235.687012
	Iteration 24Q: 3 clusters Score -70465.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -70500.328125 Penalty: 3235.687012
	Iteration 25Q: 3 clusters Score -70500.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -70530.773438 Penalty: 3235.687012
	Iteration 26Q: 3 clusters Score -70530.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -70548.820312 Penalty: 3235.687012
	Iteration 27Q: 3 clusters Score -70548.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -70568.132812 Penalty: 3235.687012
	Iteration 28Q: 3 clusters Score -70568.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -70593.164062 Penalty: 3235.687012
	Iteration 29Q: 3 clusters Score -70593.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -70615.421875 Penalty: 3235.687012
	Iteration 30Q: 3 clusters Score -70615.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -70633.492188 Penalty: 3235.687012
	Iteration 31Q: 3 clusters Score -70633.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -70649.203125 Penalty: 3235.687012
	Iteration 32Q: 3 clusters Score -70649.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -70661.070312 Penalty: 3235.687012
	Iteration 33Q: 3 clusters Score -70661.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -70664.281250 Penalty: 3235.687012
	Iteration 34Q: 3 clusters Score -70664.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -70664.281250 Penalty: 3235.687012
	Iteration 35F: 3 clusters Score -70664.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 23917 members 
Mstep: Class 3 contains 4457 members 
Mstep: Class 4 contains 3063 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 8865 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 240 members 
Mstep: Class 10 contains 127404 members 
Mstep: Class 11 contains 16999 members 
Mstep: Class 12 contains 142802 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 16 contains 95488 members 
Mstep: Class 17 contains 5751 members 
Mstep: Class 18 contains 5139 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
Score: -57705448.000000 Penalty: 61452.480469
Splitting cluster 9 changes total score from -57706840.000000 to -57705448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (127404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127404 members 
Entering Unmasked Estep 
Score: -16187071.000000 Penalty: 2915.269287
	Iteration 0F: 2 clusters Score -1.618707e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63916 members 
Mstep: Class 2 contains 63488 members 
Entering Unmasked Estep 
Score: -16102115.000000 Penalty: 5830.538574
	Iteration 0F: 3 clusters Score -1.610212e+07 nChanged 60785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66503 members 
Mstep: Class 2 contains 60901 members 
Entering Unmasked Estep 
Score: -16137560.000000 Penalty: 5830.538574
	Iteration 1F: 3 clusters Score -1.613756e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68077 members 
Mstep: Class 2 contains 59327 members 
Entering Unmasked Estep 
Score: -16139146.000000 Penalty: 5830.538574
	Iteration 2Q: 3 clusters Score -1.613915e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70529 members 
Mstep: Class 2 contains 56875 members 
Entering Unmasked Estep 
Score: -16141094.000000 Penalty: 5830.538574
	Iteration 3Q: 3 clusters Score -1.614109e+07 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74220 members 
Mstep: Class 2 contains 53184 members 
Entering Unmasked Estep 
Score: -16143993.000000 Penalty: 5830.538574
	Iteration 4Q: 3 clusters Score -1.614399e+07 nChanged 7368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79448 members 
Mstep: Class 2 contains 47956 members 
Entering Unmasked Estep 
Score: -16148224.000000 Penalty: 5830.538574
	Iteration 5F: 3 clusters Score -1.614822e+07 nChanged 8388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86064 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -16154328.000000 Penalty: 5830.538574
	Iteration 6F: 3 clusters Score -1.615433e+07 nChanged 9026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93604 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -16161741.000000 Penalty: 5830.538574
	Iteration 7F: 3 clusters Score -1.616174e+07 nChanged 8102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100466 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -16168741.000000 Penalty: 5830.538574
	Iteration 8F: 3 clusters Score -1.616874e+07 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105813 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -16174019.000000 Penalty: 5830.538574
	Iteration 9Q: 3 clusters Score -1.617402e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109666 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -16177517.000000 Penalty: 5830.538574
	Iteration 10Q: 3 clusters Score -1.617752e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112513 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -16179631.000000 Penalty: 5830.538574
	Iteration 11Q: 3 clusters Score -1.617963e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114709 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -16181158.000000 Penalty: 5830.538574
	Iteration 12Q: 3 clusters Score -1.618116e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116427 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -16182172.000000 Penalty: 5830.538574
	Iteration 13Q: 3 clusters Score -1.618217e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117793 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -16182890.000000 Penalty: 5830.538574
	Iteration 14Q: 3 clusters Score -1.618289e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118876 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -16183410.000000 Penalty: 5830.538574
	Iteration 15Q: 3 clusters Score -1.618341e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119774 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -16183762.000000 Penalty: 5830.538574
	Iteration 16Q: 3 clusters Score -1.618376e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120467 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -16184071.000000 Penalty: 5830.538574
	Iteration 17Q: 3 clusters Score -1.618407e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121058 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -16184276.000000 Penalty: 5830.538574
	Iteration 18Q: 3 clusters Score -1.618428e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121559 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -16184509.000000 Penalty: 5830.538574
	Iteration 19Q: 3 clusters Score -1.618451e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121981 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -16184684.000000 Penalty: 5830.538574
	Iteration 20F: 3 clusters Score -1.618468e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122292 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -16184806.000000 Penalty: 5830.538574
	Iteration 21Q: 3 clusters Score -1.618481e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122561 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -16184907.000000 Penalty: 5830.538574
	Iteration 22Q: 3 clusters Score -1.618491e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122805 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -16185011.000000 Penalty: 5830.538574
	Iteration 23Q: 3 clusters Score -1.618501e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123009 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -16185095.000000 Penalty: 5830.538574
	Iteration 24Q: 3 clusters Score -1.61851e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123160 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -16185173.000000 Penalty: 5830.538574
	Iteration 25Q: 3 clusters Score -1.618517e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123309 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -16185226.000000 Penalty: 5830.538574
	Iteration 26Q: 3 clusters Score -1.618523e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123452 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -16185319.000000 Penalty: 5830.538574
	Iteration 27Q: 3 clusters Score -1.618532e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123567 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -16185440.000000 Penalty: 5830.538574
	Iteration 28Q: 3 clusters Score -1.618544e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123684 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -16185567.000000 Penalty: 5830.538574
	Iteration 29Q: 3 clusters Score -1.618557e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123770 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -16185657.000000 Penalty: 5830.538574
	Iteration 30Q: 3 clusters Score -1.618566e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123840 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -16185700.000000 Penalty: 5830.538574
	Iteration 31Q: 3 clusters Score -1.61857e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123918 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -16185746.000000 Penalty: 5830.538574
	Iteration 32Q: 3 clusters Score -1.618575e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123975 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -16185764.000000 Penalty: 5830.538574
	Iteration 33Q: 3 clusters Score -1.618576e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124005 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -16185791.000000 Penalty: 5830.538574
	Iteration 34Q: 3 clusters Score -1.618579e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124026 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -16185824.000000 Penalty: 5830.538574
	Iteration 35Q: 3 clusters Score -1.618582e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124043 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -16185848.000000 Penalty: 5830.538574
	Iteration 36Q: 3 clusters Score -1.618585e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124049 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -16185854.000000 Penalty: 5830.538574
	Iteration 37Q: 3 clusters Score -1.618585e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124056 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -16185864.000000 Penalty: 5830.538574
	Iteration 38Q: 3 clusters Score -1.618586e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124055 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -16185872.000000 Penalty: 5830.538574
	Iteration 39Q: 3 clusters Score -1.618587e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124057 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -16185904.000000 Penalty: 5830.538574
	Iteration 40F: 3 clusters Score -1.61859e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124062 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -16185918.000000 Penalty: 5830.538574
	Iteration 41Q: 3 clusters Score -1.618592e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124069 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -16185919.000000 Penalty: 5830.538574
	Iteration 42Q: 3 clusters Score -1.618592e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124088 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -16185924.000000 Penalty: 5830.538574
	Iteration 43Q: 3 clusters Score -1.618592e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124088 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -16185936.000000 Penalty: 5830.538574
	Iteration 44Q: 3 clusters Score -1.618594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124092 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -16185938.000000 Penalty: 5830.538574
	Iteration 45Q: 3 clusters Score -1.618594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124090 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -16185937.000000 Penalty: 5830.538574
	Iteration 46Q: 3 clusters Score -1.618594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124094 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -16185938.000000 Penalty: 5830.538574
	Iteration 47Q: 3 clusters Score -1.618594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124096 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -16185944.000000 Penalty: 5830.538574
	Iteration 48Q: 3 clusters Score -1.618594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124097 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -16185933.000000 Penalty: 5830.538574
	Iteration 49Q: 3 clusters Score -1.618593e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124097 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -16185933.000000 Penalty: 5830.538574
	Iteration 50F: 3 clusters Score -1.618593e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Entering Unmasked Estep 
Score: -2104267.000000 Penalty: 2415.745605
	Iteration 0F: 2 clusters Score -2104267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -2092100.250000 Penalty: 4831.491211
	Iteration 0F: 3 clusters Score -2092100 nChanged 7359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -2096058.250000 Penalty: 4831.491211
	Iteration 1F: 3 clusters Score -2096058 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2096662.000000 Penalty: 4831.491211
	Iteration 2F: 3 clusters Score -2096662 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -2097431.500000 Penalty: 4831.491211
	Iteration 3F: 3 clusters Score -2097432 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2098518.250000 Penalty: 4831.491211
	Iteration 4F: 3 clusters Score -2098518 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -2099980.750000 Penalty: 4831.491211
	Iteration 5F: 3 clusters Score -2099981 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -2101596.000000 Penalty: 4831.491211
	Iteration 6F: 3 clusters Score -2101596 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -2102706.250000 Penalty: 4831.491211
	Iteration 7F: 3 clusters Score -2102706 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -2103309.750000 Penalty: 4831.491211
	Iteration 8F: 3 clusters Score -2103310 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -2103582.250000 Penalty: 4831.491211
	Iteration 9Q: 3 clusters Score -2103582 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -2103678.750000 Penalty: 4831.491211
	Iteration 10Q: 3 clusters Score -2103679 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2103732.250000 Penalty: 4831.491211
	Iteration 11Q: 3 clusters Score -2103732 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2103768.250000 Penalty: 4831.491211
	Iteration 12Q: 3 clusters Score -2103768 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2103794.250000 Penalty: 4831.491211
	Iteration 13Q: 3 clusters Score -2103794 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2103814.250000 Penalty: 4831.491211
	Iteration 14Q: 3 clusters Score -2103814 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2103826.500000 Penalty: 4831.491211
	Iteration 15Q: 3 clusters Score -2103826 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2103833.750000 Penalty: 4831.491211
	Iteration 16Q: 3 clusters Score -2103834 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2103835.000000 Penalty: 4831.491211
	Iteration 17Q: 3 clusters Score -2103835 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2103835.750000 Penalty: 4831.491211
	Iteration 18Q: 3 clusters Score -2103836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2103840.250000 Penalty: 4831.491211
	Iteration 19Q: 3 clusters Score -2103840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2103834.500000 Penalty: 4831.491211
	Iteration 20F: 3 clusters Score -2103834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2103838.750000 Penalty: 4831.491211
	Iteration 21Q: 3 clusters Score -2103839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2103841.250000 Penalty: 4831.491211
	Iteration 22Q: 3 clusters Score -2103841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2103841.750000 Penalty: 4831.491211
	Iteration 23Q: 3 clusters Score -2103842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2103847.750000 Penalty: 4831.491211
	Iteration 24Q: 3 clusters Score -2103848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2103846.000000 Penalty: 4831.491211
	Iteration 25Q: 3 clusters Score -2103846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2103848.250000 Penalty: 4831.491211
	Iteration 26Q: 3 clusters Score -2103848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2103852.500000 Penalty: 4831.491211
	Iteration 27Q: 3 clusters Score -2103852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2103854.500000 Penalty: 4831.491211
	Iteration 28Q: 3 clusters Score -2103854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2103854.500000 Penalty: 4831.491211
	Iteration 29Q: 3 clusters Score -2103854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2103853.250000 Penalty: 4831.491211
	Iteration 30Q: 3 clusters Score -2103853 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2103860.250000 Penalty: 4831.491211
	Iteration 31Q: 3 clusters Score -2103860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2103862.250000 Penalty: 4831.491211
	Iteration 32Q: 3 clusters Score -2103862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2103868.250000 Penalty: 4831.491211
	Iteration 33Q: 3 clusters Score -2103868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2103870.250000 Penalty: 4831.491211
	Iteration 34Q: 3 clusters Score -2103870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2103876.500000 Penalty: 4831.491211
	Iteration 35Q: 3 clusters Score -2103876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2103877.000000 Penalty: 4831.491211
	Iteration 36Q: 3 clusters Score -2103877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2103883.250000 Penalty: 4831.491211
	Iteration 37Q: 3 clusters Score -2103883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2103881.750000 Penalty: 4831.491211
	Iteration 38Q: 3 clusters Score -2103882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2103879.750000 Penalty: 4831.491211
	Iteration 39Q: 3 clusters Score -2103880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2103887.250000 Penalty: 4831.491211
	Iteration 40F: 3 clusters Score -2103887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2103885.250000 Penalty: 4831.491211
	Iteration 41Q: 3 clusters Score -2103885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2103886.000000 Penalty: 4831.491211
	Iteration 42Q: 3 clusters Score -2103886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2103887.750000 Penalty: 4831.491211
	Iteration 43Q: 3 clusters Score -2103888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2103884.250000 Penalty: 4831.491211
	Iteration 44Q: 3 clusters Score -2103884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2103887.500000 Penalty: 4831.491211
	Iteration 45Q: 3 clusters Score -2103888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2103885.250000 Penalty: 4831.491211
	Iteration 46Q: 3 clusters Score -2103885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2103884.750000 Penalty: 4831.491211
	Iteration 47Q: 3 clusters Score -2103885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2103887.750000 Penalty: 4831.491211
	Iteration 48Q: 3 clusters Score -2103888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2103892.000000 Penalty: 4831.491211
	Iteration 49Q: 3 clusters Score -2103892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2103890.000000 Penalty: 4831.491211
	Iteration 50Q: 3 clusters Score -2103890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2103890.750000 Penalty: 4831.491211
	Iteration 51Q: 3 clusters Score -2103891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2103891.500000 Penalty: 4831.491211
	Iteration 52Q: 3 clusters Score -2103892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2103893.500000 Penalty: 4831.491211
	Iteration 53Q: 3 clusters Score -2103894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2103894.500000 Penalty: 4831.491211
	Iteration 54Q: 3 clusters Score -2103894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2103897.250000 Penalty: 4831.491211
	Iteration 55Q: 3 clusters Score -2103897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2103897.250000 Penalty: 4831.491211
	Iteration 56F: 3 clusters Score -2103897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (142802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142802 members 
Entering Unmasked Estep 
Score: -18064090.000000 Penalty: 2943.565186
	Iteration 0F: 2 clusters Score -1.806409e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71400 members 
Mstep: Class 2 contains 71402 members 
Entering Unmasked Estep 
Score: -17968522.000000 Penalty: 5887.130371
	Iteration 0F: 3 clusters Score -1.796852e+07 nChanged 68320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70970 members 
Mstep: Class 2 contains 71832 members 
Entering Unmasked Estep 
Score: -18007794.000000 Penalty: 5887.130371
	Iteration 1F: 3 clusters Score -1.800779e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71038 members 
Mstep: Class 2 contains 71764 members 
Entering Unmasked Estep 
Score: -18008664.000000 Penalty: 5887.130371
	Iteration 2Q: 3 clusters Score -1.800866e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71228 members 
Mstep: Class 2 contains 71574 members 
Entering Unmasked Estep 
Score: -18009646.000000 Penalty: 5887.130371
	Iteration 3Q: 3 clusters Score -1.800965e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71537 members 
Mstep: Class 2 contains 71265 members 
Entering Unmasked Estep 
Score: -18010652.000000 Penalty: 5887.130371
	Iteration 4Q: 3 clusters Score -1.801065e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72033 members 
Mstep: Class 2 contains 70769 members 
Entering Unmasked Estep 
Score: -18012042.000000 Penalty: 5887.130371
	Iteration 5Q: 3 clusters Score -1.801204e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72661 members 
Mstep: Class 2 contains 70141 members 
Entering Unmasked Estep 
Score: -18013440.000000 Penalty: 5887.130371
	Iteration 6Q: 3 clusters Score -1.801344e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73555 members 
Mstep: Class 2 contains 69247 members 
Entering Unmasked Estep 
Score: -18015210.000000 Penalty: 5887.130371
	Iteration 7Q: 3 clusters Score -1.801521e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74779 members 
Mstep: Class 2 contains 68023 members 
Entering Unmasked Estep 
Score: -18017568.000000 Penalty: 5887.130371
	Iteration 8Q: 3 clusters Score -1.801757e+07 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76298 members 
Mstep: Class 2 contains 66504 members 
Entering Unmasked Estep 
Score: -18020176.000000 Penalty: 5887.130371
	Iteration 9Q: 3 clusters Score -1.802018e+07 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77785 members 
Mstep: Class 2 contains 65017 members 
Entering Unmasked Estep 
Score: -18022672.000000 Penalty: 5887.130371
	Iteration 10Q: 3 clusters Score -1.802267e+07 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79214 members 
Mstep: Class 2 contains 63588 members 
Entering Unmasked Estep 
Score: -18025320.000000 Penalty: 5887.130371
	Iteration 11Q: 3 clusters Score -1.802532e+07 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80454 members 
Mstep: Class 2 contains 62348 members 
Entering Unmasked Estep 
Score: -18027494.000000 Penalty: 5887.130371
	Iteration 12Q: 3 clusters Score -1.802749e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81420 members 
Mstep: Class 2 contains 61382 members 
Entering Unmasked Estep 
Score: -18028986.000000 Penalty: 5887.130371
	Iteration 13Q: 3 clusters Score -1.802899e+07 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82138 members 
Mstep: Class 2 contains 60664 members 
Entering Unmasked Estep 
Score: -18030268.000000 Penalty: 5887.130371
	Iteration 14Q: 3 clusters Score -1.803027e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82668 members 
Mstep: Class 2 contains 60134 members 
Entering Unmasked Estep 
Score: -18031166.000000 Penalty: 5887.130371
	Iteration 15Q: 3 clusters Score -1.803117e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83200 members 
Mstep: Class 2 contains 59602 members 
Entering Unmasked Estep 
Score: -18031878.000000 Penalty: 5887.130371
	Iteration 16Q: 3 clusters Score -1.803188e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83719 members 
Mstep: Class 2 contains 59083 members 
Entering Unmasked Estep 
Score: -18032642.000000 Penalty: 5887.130371
	Iteration 17Q: 3 clusters Score -1.803264e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84303 members 
Mstep: Class 2 contains 58499 members 
Entering Unmasked Estep 
Score: -18033172.000000 Penalty: 5887.130371
	Iteration 18Q: 3 clusters Score -1.803317e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85019 members 
Mstep: Class 2 contains 57783 members 
Entering Unmasked Estep 
Score: -18033918.000000 Penalty: 5887.130371
	Iteration 19Q: 3 clusters Score -1.803392e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85875 members 
Mstep: Class 2 contains 56927 members 
Entering Unmasked Estep 
Score: -18034522.000000 Penalty: 5887.130371
	Iteration 20F: 3 clusters Score -1.803452e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86952 members 
Mstep: Class 2 contains 55850 members 
Entering Unmasked Estep 
Score: -18035208.000000 Penalty: 5887.130371
	Iteration 21Q: 3 clusters Score -1.803521e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88281 members 
Mstep: Class 2 contains 54521 members 
Entering Unmasked Estep 
Score: -18035692.000000 Penalty: 5887.130371
	Iteration 22Q: 3 clusters Score -1.803569e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89798 members 
Mstep: Class 2 contains 53004 members 
Entering Unmasked Estep 
Score: -18036296.000000 Penalty: 5887.130371
	Iteration 23Q: 3 clusters Score -1.80363e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91507 members 
Mstep: Class 2 contains 51295 members 
Entering Unmasked Estep 
Score: -18036894.000000 Penalty: 5887.130371
	Iteration 24Q: 3 clusters Score -1.803689e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93494 members 
Mstep: Class 2 contains 49308 members 
Entering Unmasked Estep 
Score: -18037398.000000 Penalty: 5887.130371
	Iteration 25Q: 3 clusters Score -1.80374e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95701 members 
Mstep: Class 2 contains 47101 members 
Entering Unmasked Estep 
Score: -18038210.000000 Penalty: 5887.130371
	Iteration 26Q: 3 clusters Score -1.803821e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98235 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -18039020.000000 Penalty: 5887.130371
	Iteration 27Q: 3 clusters Score -1.803902e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100995 members 
Mstep: Class 2 contains 41807 members 
Entering Unmasked Estep 
Score: -18040038.000000 Penalty: 5887.130371
	Iteration 28Q: 3 clusters Score -1.804004e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104057 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -18041154.000000 Penalty: 5887.130371
	Iteration 29Q: 3 clusters Score -1.804115e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107309 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -18042618.000000 Penalty: 5887.130371
	Iteration 30Q: 3 clusters Score -1.804262e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110712 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -18044308.000000 Penalty: 5887.130371
	Iteration 31Q: 3 clusters Score -1.804431e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114097 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -18046084.000000 Penalty: 5887.130371
	Iteration 32Q: 3 clusters Score -1.804608e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117364 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -18047990.000000 Penalty: 5887.130371
	Iteration 33Q: 3 clusters Score -1.804799e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120457 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -18049886.000000 Penalty: 5887.130371
	Iteration 34Q: 3 clusters Score -1.804989e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123364 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -18051876.000000 Penalty: 5887.130371
	Iteration 35Q: 3 clusters Score -1.805188e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125926 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -18053746.000000 Penalty: 5887.130371
	Iteration 36Q: 3 clusters Score -1.805375e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128093 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -18055464.000000 Penalty: 5887.130371
	Iteration 37Q: 3 clusters Score -1.805546e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129814 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -18056708.000000 Penalty: 5887.130371
	Iteration 38Q: 3 clusters Score -1.805671e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131153 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -18057738.000000 Penalty: 5887.130371
	Iteration 39Q: 3 clusters Score -1.805774e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132234 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -18058374.000000 Penalty: 5887.130371
	Iteration 40F: 3 clusters Score -1.805837e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133125 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -18058986.000000 Penalty: 5887.130371
	Iteration 41Q: 3 clusters Score -1.805899e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133906 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -18059398.000000 Penalty: 5887.130371
	Iteration 42Q: 3 clusters Score -1.80594e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134584 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -18059774.000000 Penalty: 5887.130371
	Iteration 43Q: 3 clusters Score -1.805977e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135141 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -18059978.000000 Penalty: 5887.130371
	Iteration 44Q: 3 clusters Score -1.805998e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135649 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -18060234.000000 Penalty: 5887.130371
	Iteration 45Q: 3 clusters Score -1.806023e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136080 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -18060384.000000 Penalty: 5887.130371
	Iteration 46Q: 3 clusters Score -1.806038e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136481 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -18060474.000000 Penalty: 5887.130371
	Iteration 47Q: 3 clusters Score -1.806047e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136821 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -18060600.000000 Penalty: 5887.130371
	Iteration 48Q: 3 clusters Score -1.80606e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137120 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -18060718.000000 Penalty: 5887.130371
	Iteration 49Q: 3 clusters Score -1.806072e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137371 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -18060780.000000 Penalty: 5887.130371
	Iteration 50Q: 3 clusters Score -1.806078e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137603 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -18060860.000000 Penalty: 5887.130371
	Iteration 51Q: 3 clusters Score -1.806086e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137788 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -18060902.000000 Penalty: 5887.130371
	Iteration 52Q: 3 clusters Score -1.80609e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137964 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -18060948.000000 Penalty: 5887.130371
	Iteration 53Q: 3 clusters Score -1.806095e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138111 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -18060956.000000 Penalty: 5887.130371
	Iteration 54Q: 3 clusters Score -1.806096e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138241 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -18060998.000000 Penalty: 5887.130371
	Iteration 55Q: 3 clusters Score -1.8061e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138357 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -18061006.000000 Penalty: 5887.130371
	Iteration 56Q: 3 clusters Score -1.806101e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138464 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -18061030.000000 Penalty: 5887.130371
	Iteration 57Q: 3 clusters Score -1.806103e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138558 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -18061056.000000 Penalty: 5887.130371
	Iteration 58Q: 3 clusters Score -1.806106e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138638 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -18061078.000000 Penalty: 5887.130371
	Iteration 59Q: 3 clusters Score -1.806108e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138720 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -18061082.000000 Penalty: 5887.130371
	Iteration 60F: 3 clusters Score -1.806108e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138807 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -18061110.000000 Penalty: 5887.130371
	Iteration 61Q: 3 clusters Score -1.806111e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138894 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -18061148.000000 Penalty: 5887.130371
	Iteration 62Q: 3 clusters Score -1.806115e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138970 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -18061182.000000 Penalty: 5887.130371
	Iteration 63Q: 3 clusters Score -1.806118e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139052 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -18061214.000000 Penalty: 5887.130371
	Iteration 64Q: 3 clusters Score -1.806121e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139136 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -18061190.000000 Penalty: 5887.130371
	Iteration 65Q: 3 clusters Score -1.806119e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139219 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -18061146.000000 Penalty: 5887.130371
	Iteration 66Q: 3 clusters Score -1.806115e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139312 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -18061180.000000 Penalty: 5887.130371
	Iteration 67Q: 3 clusters Score -1.806118e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139394 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -18061226.000000 Penalty: 5887.130371
	Iteration 68Q: 3 clusters Score -1.806123e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139465 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -18061206.000000 Penalty: 5887.130371
	Iteration 69Q: 3 clusters Score -1.806121e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139550 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -18061216.000000 Penalty: 5887.130371
	Iteration 70Q: 3 clusters Score -1.806122e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139627 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -18061220.000000 Penalty: 5887.130371
	Iteration 71Q: 3 clusters Score -1.806122e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139700 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -18061244.000000 Penalty: 5887.130371
	Iteration 72Q: 3 clusters Score -1.806124e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139768 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -18061292.000000 Penalty: 5887.130371
	Iteration 73Q: 3 clusters Score -1.806129e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139813 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -18061284.000000 Penalty: 5887.130371
	Iteration 74Q: 3 clusters Score -1.806128e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139863 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -18061314.000000 Penalty: 5887.130371
	Iteration 75Q: 3 clusters Score -1.806131e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139904 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -18061332.000000 Penalty: 5887.130371
	Iteration 76Q: 3 clusters Score -1.806133e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139940 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -18061314.000000 Penalty: 5887.130371
	Iteration 77Q: 3 clusters Score -1.806131e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139977 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -18061314.000000 Penalty: 5887.130371
	Iteration 78Q: 3 clusters Score -1.806131e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140007 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -18061324.000000 Penalty: 5887.130371
	Iteration 79Q: 3 clusters Score -1.806132e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140029 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -18061330.000000 Penalty: 5887.130371
	Iteration 80F: 3 clusters Score -1.806133e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140048 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -18061334.000000 Penalty: 5887.130371
	Iteration 81Q: 3 clusters Score -1.806133e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140067 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -18061342.000000 Penalty: 5887.130371
	Iteration 82Q: 3 clusters Score -1.806134e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140087 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -18061346.000000 Penalty: 5887.130371
	Iteration 83Q: 3 clusters Score -1.806135e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140112 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -18061348.000000 Penalty: 5887.130371
	Iteration 84Q: 3 clusters Score -1.806135e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140136 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -18061356.000000 Penalty: 5887.130371
	Iteration 85Q: 3 clusters Score -1.806136e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140157 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -18061356.000000 Penalty: 5887.130371
	Iteration 86Q: 3 clusters Score -1.806136e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140175 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -18061358.000000 Penalty: 5887.130371
	Iteration 87Q: 3 clusters Score -1.806136e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140190 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -18061366.000000 Penalty: 5887.130371
	Iteration 88Q: 3 clusters Score -1.806137e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140203 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -18061380.000000 Penalty: 5887.130371
	Iteration 89Q: 3 clusters Score -1.806138e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140220 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -18061364.000000 Penalty: 5887.130371
	Iteration 90Q: 3 clusters Score -1.806136e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140240 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -18061370.000000 Penalty: 5887.130371
	Iteration 91Q: 3 clusters Score -1.806137e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140255 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -18061362.000000 Penalty: 5887.130371
	Iteration 92Q: 3 clusters Score -1.806136e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140278 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -18061374.000000 Penalty: 5887.130371
	Iteration 93Q: 3 clusters Score -1.806137e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140295 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -18061366.000000 Penalty: 5887.130371
	Iteration 94Q: 3 clusters Score -1.806137e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140309 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -18061378.000000 Penalty: 5887.130371
	Iteration 95Q: 3 clusters Score -1.806138e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140319 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -18061354.000000 Penalty: 5887.130371
	Iteration 96Q: 3 clusters Score -1.806135e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140335 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -18061344.000000 Penalty: 5887.130371
	Iteration 97Q: 3 clusters Score -1.806134e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140348 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -18061352.000000 Penalty: 5887.130371
	Iteration 98Q: 3 clusters Score -1.806135e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140362 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -18061344.000000 Penalty: 5887.130371
	Iteration 99Q: 3 clusters Score -1.806134e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140374 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -18061348.000000 Penalty: 5887.130371
	Iteration 100F: 3 clusters Score -1.806135e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140386 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -18061350.000000 Penalty: 5887.130371
	Iteration 101Q: 3 clusters Score -1.806135e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140397 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -18061350.000000 Penalty: 5887.130371
	Iteration 102Q: 3 clusters Score -1.806135e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140410 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -18061340.000000 Penalty: 5887.130371
	Iteration 103Q: 3 clusters Score -1.806134e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140420 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -18061332.000000 Penalty: 5887.130371
	Iteration 104Q: 3 clusters Score -1.806133e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140427 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -18061334.000000 Penalty: 5887.130371
	Iteration 105Q: 3 clusters Score -1.806133e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140435 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -18061336.000000 Penalty: 5887.130371
	Iteration 106Q: 3 clusters Score -1.806134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140439 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -18061336.000000 Penalty: 5887.130371
	Iteration 107Q: 3 clusters Score -1.806134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140441 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -18061334.000000 Penalty: 5887.130371
	Iteration 108Q: 3 clusters Score -1.806133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140443 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -18061346.000000 Penalty: 5887.130371
	Iteration 109Q: 3 clusters Score -1.806135e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140448 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -18061352.000000 Penalty: 5887.130371
	Iteration 110Q: 3 clusters Score -1.806135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140455 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -18061354.000000 Penalty: 5887.130371
	Iteration 111Q: 3 clusters Score -1.806135e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140463 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -18061350.000000 Penalty: 5887.130371
	Iteration 112Q: 3 clusters Score -1.806135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140470 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -18061348.000000 Penalty: 5887.130371
	Iteration 113Q: 3 clusters Score -1.806135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140477 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -18061362.000000 Penalty: 5887.130371
	Iteration 114Q: 3 clusters Score -1.806136e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140489 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -18061366.000000 Penalty: 5887.130371
	Iteration 115Q: 3 clusters Score -1.806137e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140500 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -18061390.000000 Penalty: 5887.130371
	Iteration 116Q: 3 clusters Score -1.806139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140507 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -18061380.000000 Penalty: 5887.130371
	Iteration 117Q: 3 clusters Score -1.806138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140513 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -18061384.000000 Penalty: 5887.130371
	Iteration 118Q: 3 clusters Score -1.806138e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140520 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -18061398.000000 Penalty: 5887.130371
	Iteration 119Q: 3 clusters Score -1.80614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140525 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -18061410.000000 Penalty: 5887.130371
	Iteration 120F: 3 clusters Score -1.806141e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140531 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -18061422.000000 Penalty: 5887.130371
	Iteration 121Q: 3 clusters Score -1.806142e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140540 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -18061432.000000 Penalty: 5887.130371
	Iteration 122Q: 3 clusters Score -1.806143e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140556 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -18061418.000000 Penalty: 5887.130371
	Iteration 123Q: 3 clusters Score -1.806142e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140568 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -18061422.000000 Penalty: 5887.130371
	Iteration 124Q: 3 clusters Score -1.806142e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140578 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -18061426.000000 Penalty: 5887.130371
	Iteration 125Q: 3 clusters Score -1.806143e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140591 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -18061440.000000 Penalty: 5887.130371
	Iteration 126Q: 3 clusters Score -1.806144e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140607 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -18061426.000000 Penalty: 5887.130371
	Iteration 127Q: 3 clusters Score -1.806143e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140628 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -18061438.000000 Penalty: 5887.130371
	Iteration 128Q: 3 clusters Score -1.806144e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140646 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -18061450.000000 Penalty: 5887.130371
	Iteration 129Q: 3 clusters Score -1.806145e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140663 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -18061462.000000 Penalty: 5887.130371
	Iteration 130Q: 3 clusters Score -1.806146e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140683 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -18061462.000000 Penalty: 5887.130371
	Iteration 131Q: 3 clusters Score -1.806146e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140695 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -18061452.000000 Penalty: 5887.130371
	Iteration 132Q: 3 clusters Score -1.806145e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140703 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -18061468.000000 Penalty: 5887.130371
	Iteration 133Q: 3 clusters Score -1.806147e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140711 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -18061462.000000 Penalty: 5887.130371
	Iteration 134Q: 3 clusters Score -1.806146e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140724 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -18061474.000000 Penalty: 5887.130371
	Iteration 135Q: 3 clusters Score -1.806147e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140738 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -18061480.000000 Penalty: 5887.130371
	Iteration 136Q: 3 clusters Score -1.806148e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140750 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -18061468.000000 Penalty: 5887.130371
	Iteration 137Q: 3 clusters Score -1.806147e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140767 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -18061458.000000 Penalty: 5887.130371
	Iteration 138Q: 3 clusters Score -1.806146e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140791 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -18061476.000000 Penalty: 5887.130371
	Iteration 139Q: 3 clusters Score -1.806148e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140822 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -18061484.000000 Penalty: 5887.130371
	Iteration 140F: 3 clusters Score -1.806148e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140847 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -18061468.000000 Penalty: 5887.130371
	Iteration 141Q: 3 clusters Score -1.806147e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140871 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -18061466.000000 Penalty: 5887.130371
	Iteration 142Q: 3 clusters Score -1.806147e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140891 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -18061480.000000 Penalty: 5887.130371
	Iteration 143Q: 3 clusters Score -1.806148e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140906 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -18061478.000000 Penalty: 5887.130371
	Iteration 144Q: 3 clusters Score -1.806148e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140917 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -18061466.000000 Penalty: 5887.130371
	Iteration 145Q: 3 clusters Score -1.806147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140922 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -18061482.000000 Penalty: 5887.130371
	Iteration 146Q: 3 clusters Score -1.806148e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140928 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -18061498.000000 Penalty: 5887.130371
	Iteration 147Q: 3 clusters Score -1.80615e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140934 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -18061494.000000 Penalty: 5887.130371
	Iteration 148Q: 3 clusters Score -1.806149e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140943 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -18061496.000000 Penalty: 5887.130371
	Iteration 149Q: 3 clusters Score -1.80615e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140952 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -18061502.000000 Penalty: 5887.130371
	Iteration 150Q: 3 clusters Score -1.80615e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140958 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -18061502.000000 Penalty: 5887.130371
	Iteration 151Q: 3 clusters Score -1.80615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140963 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -18061504.000000 Penalty: 5887.130371
	Iteration 152Q: 3 clusters Score -1.80615e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140969 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -18061504.000000 Penalty: 5887.130371
	Iteration 153Q: 3 clusters Score -1.80615e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140977 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -18061508.000000 Penalty: 5887.130371
	Iteration 154Q: 3 clusters Score -1.806151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140985 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -18061510.000000 Penalty: 5887.130371
	Iteration 155Q: 3 clusters Score -1.806151e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140992 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -18061494.000000 Penalty: 5887.130371
	Iteration 156Q: 3 clusters Score -1.806149e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140999 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -18061498.000000 Penalty: 5887.130371
	Iteration 157Q: 3 clusters Score -1.80615e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141005 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -18061510.000000 Penalty: 5887.130371
	Iteration 158Q: 3 clusters Score -1.806151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141008 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -18061506.000000 Penalty: 5887.130371
	Iteration 159Q: 3 clusters Score -1.806151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141009 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -18061492.000000 Penalty: 5887.130371
	Iteration 160F: 3 clusters Score -1.806149e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (95488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95488 members 
Entering Unmasked Estep 
Score: -12275604.000000 Penalty: 2843.755371
	Iteration 0F: 2 clusters Score -1.22756e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47718 members 
Mstep: Class 2 contains 47770 members 
Entering Unmasked Estep 
Score: -12211803.000000 Penalty: 5687.510742
	Iteration 0F: 3 clusters Score -1.22118e+07 nChanged 45097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48551 members 
Mstep: Class 2 contains 46937 members 
Entering Unmasked Estep 
Score: -12237349.000000 Penalty: 5687.510742
	Iteration 1F: 3 clusters Score -1.223735e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48903 members 
Mstep: Class 2 contains 46585 members 
Entering Unmasked Estep 
Score: -12238126.000000 Penalty: 5687.510742
	Iteration 2Q: 3 clusters Score -1.223813e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49419 members 
Mstep: Class 2 contains 46069 members 
Entering Unmasked Estep 
Score: -12238915.000000 Penalty: 5687.510742
	Iteration 3Q: 3 clusters Score -1.223892e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50188 members 
Mstep: Class 2 contains 45300 members 
Entering Unmasked Estep 
Score: -12239824.000000 Penalty: 5687.510742
	Iteration 4Q: 3 clusters Score -1.223982e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51228 members 
Mstep: Class 2 contains 44260 members 
Entering Unmasked Estep 
Score: -12240857.000000 Penalty: 5687.510742
	Iteration 5Q: 3 clusters Score -1.224086e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52632 members 
Mstep: Class 2 contains 42856 members 
Entering Unmasked Estep 
Score: -12242123.000000 Penalty: 5687.510742
	Iteration 6Q: 3 clusters Score -1.224212e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54534 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -12243725.000000 Penalty: 5687.510742
	Iteration 7Q: 3 clusters Score -1.224372e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56959 members 
Mstep: Class 2 contains 38529 members 
Entering Unmasked Estep 
Score: -12245780.000000 Penalty: 5687.510742
	Iteration 8Q: 3 clusters Score -1.224578e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59924 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -12248419.000000 Penalty: 5687.510742
	Iteration 9F: 3 clusters Score -1.224842e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63258 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -12251847.000000 Penalty: 5687.510742
	Iteration 10F: 3 clusters Score -1.225185e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66635 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -12255933.000000 Penalty: 5687.510742
	Iteration 11F: 3 clusters Score -1.225593e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69668 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -12259951.000000 Penalty: 5687.510742
	Iteration 12Q: 3 clusters Score -1.225995e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72115 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -12263364.000000 Penalty: 5687.510742
	Iteration 13Q: 3 clusters Score -1.226336e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74179 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -12265741.000000 Penalty: 5687.510742
	Iteration 14Q: 3 clusters Score -1.226574e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76023 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -12267549.000000 Penalty: 5687.510742
	Iteration 15Q: 3 clusters Score -1.226755e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77643 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -12269002.000000 Penalty: 5687.510742
	Iteration 16Q: 3 clusters Score -1.2269e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78959 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -12270134.000000 Penalty: 5687.510742
	Iteration 17Q: 3 clusters Score -1.227013e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80077 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -12270811.000000 Penalty: 5687.510742
	Iteration 18Q: 3 clusters Score -1.227081e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81001 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -12271342.000000 Penalty: 5687.510742
	Iteration 19Q: 3 clusters Score -1.227134e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81774 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -12271735.000000 Penalty: 5687.510742
	Iteration 20F: 3 clusters Score -1.227174e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82400 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -12271885.000000 Penalty: 5687.510742
	Iteration 21Q: 3 clusters Score -1.227188e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82949 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -12272086.000000 Penalty: 5687.510742
	Iteration 22Q: 3 clusters Score -1.227209e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83426 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -12272237.000000 Penalty: 5687.510742
	Iteration 23Q: 3 clusters Score -1.227224e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83883 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -12272363.000000 Penalty: 5687.510742
	Iteration 24Q: 3 clusters Score -1.227236e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84283 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -12272432.000000 Penalty: 5687.510742
	Iteration 25Q: 3 clusters Score -1.227243e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84652 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -12272465.000000 Penalty: 5687.510742
	Iteration 26Q: 3 clusters Score -1.227246e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85011 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -12272549.000000 Penalty: 5687.510742
	Iteration 27Q: 3 clusters Score -1.227255e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85332 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -12272661.000000 Penalty: 5687.510742
	Iteration 28Q: 3 clusters Score -1.227266e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85624 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -12272712.000000 Penalty: 5687.510742
	Iteration 29Q: 3 clusters Score -1.227271e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85890 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -12272714.000000 Penalty: 5687.510742
	Iteration 30Q: 3 clusters Score -1.227271e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86133 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -12272776.000000 Penalty: 5687.510742
	Iteration 31Q: 3 clusters Score -1.227278e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86343 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -12272804.000000 Penalty: 5687.510742
	Iteration 32Q: 3 clusters Score -1.22728e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86542 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -12272873.000000 Penalty: 5687.510742
	Iteration 33Q: 3 clusters Score -1.227287e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86725 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -12272904.000000 Penalty: 5687.510742
	Iteration 34Q: 3 clusters Score -1.22729e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86876 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -12272943.000000 Penalty: 5687.510742
	Iteration 35Q: 3 clusters Score -1.227294e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87022 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -12272970.000000 Penalty: 5687.510742
	Iteration 36Q: 3 clusters Score -1.227297e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87163 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -12272964.000000 Penalty: 5687.510742
	Iteration 37Q: 3 clusters Score -1.227296e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87278 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -12273004.000000 Penalty: 5687.510742
	Iteration 38Q: 3 clusters Score -1.2273e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87374 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -12273030.000000 Penalty: 5687.510742
	Iteration 39Q: 3 clusters Score -1.227303e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87464 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -12273030.000000 Penalty: 5687.510742
	Iteration 40F: 3 clusters Score -1.227303e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87557 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -12273044.000000 Penalty: 5687.510742
	Iteration 41Q: 3 clusters Score -1.227304e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87660 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -12273058.000000 Penalty: 5687.510742
	Iteration 42Q: 3 clusters Score -1.227306e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87751 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -12273059.000000 Penalty: 5687.510742
	Iteration 43Q: 3 clusters Score -1.227306e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87831 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -12273063.000000 Penalty: 5687.510742
	Iteration 44Q: 3 clusters Score -1.227306e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87895 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -12273078.000000 Penalty: 5687.510742
	Iteration 45Q: 3 clusters Score -1.227308e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87955 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -12273068.000000 Penalty: 5687.510742
	Iteration 46Q: 3 clusters Score -1.227307e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88031 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -12273078.000000 Penalty: 5687.510742
	Iteration 47Q: 3 clusters Score -1.227308e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88106 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -12273078.000000 Penalty: 5687.510742
	Iteration 48Q: 3 clusters Score -1.227308e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88187 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -12273088.000000 Penalty: 5687.510742
	Iteration 49Q: 3 clusters Score -1.227309e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88269 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -12273106.000000 Penalty: 5687.510742
	Iteration 50Q: 3 clusters Score -1.227311e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88344 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -12273149.000000 Penalty: 5687.510742
	Iteration 51Q: 3 clusters Score -1.227315e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88412 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -12273146.000000 Penalty: 5687.510742
	Iteration 52Q: 3 clusters Score -1.227315e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88468 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -12273156.000000 Penalty: 5687.510742
	Iteration 53Q: 3 clusters Score -1.227316e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88518 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -12273144.000000 Penalty: 5687.510742
	Iteration 54Q: 3 clusters Score -1.227314e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88556 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -12273172.000000 Penalty: 5687.510742
	Iteration 55Q: 3 clusters Score -1.227317e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88595 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -12273159.000000 Penalty: 5687.510742
	Iteration 56Q: 3 clusters Score -1.227316e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88627 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -12273166.000000 Penalty: 5687.510742
	Iteration 57Q: 3 clusters Score -1.227317e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88661 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -12273145.000000 Penalty: 5687.510742
	Iteration 58Q: 3 clusters Score -1.227314e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88687 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -12273147.000000 Penalty: 5687.510742
	Iteration 59Q: 3 clusters Score -1.227315e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88715 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -12273138.000000 Penalty: 5687.510742
	Iteration 60F: 3 clusters Score -1.227314e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88744 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -12273148.000000 Penalty: 5687.510742
	Iteration 61Q: 3 clusters Score -1.227315e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88769 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -12273135.000000 Penalty: 5687.510742
	Iteration 62Q: 3 clusters Score -1.227314e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88797 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -12273138.000000 Penalty: 5687.510742
	Iteration 63Q: 3 clusters Score -1.227314e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88828 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -12273140.000000 Penalty: 5687.510742
	Iteration 64Q: 3 clusters Score -1.227314e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88859 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -12273142.000000 Penalty: 5687.510742
	Iteration 65Q: 3 clusters Score -1.227314e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88900 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -12273155.000000 Penalty: 5687.510742
	Iteration 66Q: 3 clusters Score -1.227316e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88932 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -12273150.000000 Penalty: 5687.510742
	Iteration 67Q: 3 clusters Score -1.227315e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88955 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -12273165.000000 Penalty: 5687.510742
	Iteration 68Q: 3 clusters Score -1.227316e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88979 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -12273173.000000 Penalty: 5687.510742
	Iteration 69Q: 3 clusters Score -1.227317e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88996 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -12273187.000000 Penalty: 5687.510742
	Iteration 70Q: 3 clusters Score -1.227319e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89015 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -12273180.000000 Penalty: 5687.510742
	Iteration 71Q: 3 clusters Score -1.227318e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89030 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -12273176.000000 Penalty: 5687.510742
	Iteration 72Q: 3 clusters Score -1.227318e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89038 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -12273177.000000 Penalty: 5687.510742
	Iteration 73Q: 3 clusters Score -1.227318e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89046 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -12273171.000000 Penalty: 5687.510742
	Iteration 74Q: 3 clusters Score -1.227317e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89050 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -12273176.000000 Penalty: 5687.510742
	Iteration 75Q: 3 clusters Score -1.227318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89054 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -12273174.000000 Penalty: 5687.510742
	Iteration 76Q: 3 clusters Score -1.227317e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89061 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -12273159.000000 Penalty: 5687.510742
	Iteration 77Q: 3 clusters Score -1.227316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89068 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -12273163.000000 Penalty: 5687.510742
	Iteration 78Q: 3 clusters Score -1.227316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89073 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -12273162.000000 Penalty: 5687.510742
	Iteration 79Q: 3 clusters Score -1.227316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89075 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -12273159.000000 Penalty: 5687.510742
	Iteration 80F: 3 clusters Score -1.227316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89076 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -12273165.000000 Penalty: 5687.510742
	Iteration 81Q: 3 clusters Score -1.227316e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89076 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -12273165.000000 Penalty: 5687.510742
	Iteration 82F: 3 clusters Score -1.227316e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Entering Unmasked Estep 
Score: -733656.250000 Penalty: 2146.968018
	Iteration 0F: 2 clusters Score -733656.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -728615.312500 Penalty: 4293.936035
	Iteration 0F: 3 clusters Score -728615.3 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -729819.062500 Penalty: 4293.936035
	Iteration 1F: 3 clusters Score -729819.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -730066.312500 Penalty: 4293.936035
	Iteration 2F: 3 clusters Score -730066.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -730206.375000 Penalty: 4293.936035
	Iteration 3F: 3 clusters Score -730206.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -730291.750000 Penalty: 4293.936035
	Iteration 4Q: 3 clusters Score -730291.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -730347.625000 Penalty: 4293.936035
	Iteration 5Q: 3 clusters Score -730347.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -730390.500000 Penalty: 4293.936035
	Iteration 6Q: 3 clusters Score -730390.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -730429.875000 Penalty: 4293.936035
	Iteration 7Q: 3 clusters Score -730429.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -730466.687500 Penalty: 4293.936035
	Iteration 8Q: 3 clusters Score -730466.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -730494.062500 Penalty: 4293.936035
	Iteration 9Q: 3 clusters Score -730494.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -730516.187500 Penalty: 4293.936035
	Iteration 10Q: 3 clusters Score -730516.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -730542.500000 Penalty: 4293.936035
	Iteration 11Q: 3 clusters Score -730542.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -730567.375000 Penalty: 4293.936035
	Iteration 12Q: 3 clusters Score -730567.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -730592.062500 Penalty: 4293.936035
	Iteration 13Q: 3 clusters Score -730592.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -730615.625000 Penalty: 4293.936035
	Iteration 14Q: 3 clusters Score -730615.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -730631.375000 Penalty: 4293.936035
	Iteration 15Q: 3 clusters Score -730631.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -730651.000000 Penalty: 4293.936035
	Iteration 16Q: 3 clusters Score -730651 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -730675.750000 Penalty: 4293.936035
	Iteration 17Q: 3 clusters Score -730675.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -730705.625000 Penalty: 4293.936035
	Iteration 18Q: 3 clusters Score -730705.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -730738.500000 Penalty: 4293.936035
	Iteration 19Q: 3 clusters Score -730738.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -730775.687500 Penalty: 4293.936035
	Iteration 20F: 3 clusters Score -730775.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -730803.875000 Penalty: 4293.936035
	Iteration 21Q: 3 clusters Score -730803.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -730839.250000 Penalty: 4293.936035
	Iteration 22Q: 3 clusters Score -730839.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -730871.375000 Penalty: 4293.936035
	Iteration 23Q: 3 clusters Score -730871.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -730902.312500 Penalty: 4293.936035
	Iteration 24Q: 3 clusters Score -730902.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -730927.000000 Penalty: 4293.936035
	Iteration 25Q: 3 clusters Score -730927 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -730940.250000 Penalty: 4293.936035
	Iteration 26Q: 3 clusters Score -730940.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -730955.437500 Penalty: 4293.936035
	Iteration 27Q: 3 clusters Score -730955.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -730972.250000 Penalty: 4293.936035
	Iteration 28Q: 3 clusters Score -730972.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -730982.937500 Penalty: 4293.936035
	Iteration 29Q: 3 clusters Score -730982.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -730996.625000 Penalty: 4293.936035
	Iteration 30Q: 3 clusters Score -730996.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -731010.625000 Penalty: 4293.936035
	Iteration 31Q: 3 clusters Score -731010.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -731028.250000 Penalty: 4293.936035
	Iteration 32Q: 3 clusters Score -731028.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -731042.437500 Penalty: 4293.936035
	Iteration 33Q: 3 clusters Score -731042.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -731056.062500 Penalty: 4293.936035
	Iteration 34Q: 3 clusters Score -731056.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -731075.125000 Penalty: 4293.936035
	Iteration 35Q: 3 clusters Score -731075.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -731096.375000 Penalty: 4293.936035
	Iteration 36Q: 3 clusters Score -731096.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -731113.937500 Penalty: 4293.936035
	Iteration 37Q: 3 clusters Score -731113.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -731132.500000 Penalty: 4293.936035
	Iteration 38Q: 3 clusters Score -731132.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -731154.562500 Penalty: 4293.936035
	Iteration 39Q: 3 clusters Score -731154.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -731169.125000 Penalty: 4293.936035
	Iteration 40F: 3 clusters Score -731169.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -731187.250000 Penalty: 4293.936035
	Iteration 41Q: 3 clusters Score -731187.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -731206.562500 Penalty: 4293.936035
	Iteration 42Q: 3 clusters Score -731206.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -731233.250000 Penalty: 4293.936035
	Iteration 43Q: 3 clusters Score -731233.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -731267.750000 Penalty: 4293.936035
	Iteration 44Q: 3 clusters Score -731267.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -731312.437500 Penalty: 4293.936035
	Iteration 45Q: 3 clusters Score -731312.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -731361.750000 Penalty: 4293.936035
	Iteration 46Q: 3 clusters Score -731361.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -731409.687500 Penalty: 4293.936035
	Iteration 47Q: 3 clusters Score -731409.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -731451.125000 Penalty: 4293.936035
	Iteration 48Q: 3 clusters Score -731451.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -731479.375000 Penalty: 4293.936035
	Iteration 49Q: 3 clusters Score -731479.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -731513.312500 Penalty: 4293.936035
	Iteration 50Q: 3 clusters Score -731513.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -731549.375000 Penalty: 4293.936035
	Iteration 51Q: 3 clusters Score -731549.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -731583.937500 Penalty: 4293.936035
	Iteration 52Q: 3 clusters Score -731583.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -731609.750000 Penalty: 4293.936035
	Iteration 53Q: 3 clusters Score -731609.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -731634.250000 Penalty: 4293.936035
	Iteration 54Q: 3 clusters Score -731634.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -731657.500000 Penalty: 4293.936035
	Iteration 55Q: 3 clusters Score -731657.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -731678.125000 Penalty: 4293.936035
	Iteration 56Q: 3 clusters Score -731678.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -731696.000000 Penalty: 4293.936035
	Iteration 57Q: 3 clusters Score -731696 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -731721.375000 Penalty: 4293.936035
	Iteration 58Q: 3 clusters Score -731721.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -731740.187500 Penalty: 4293.936035
	Iteration 59Q: 3 clusters Score -731740.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -731760.125000 Penalty: 4293.936035
	Iteration 60F: 3 clusters Score -731760.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -731769.312500 Penalty: 4293.936035
	Iteration 61Q: 3 clusters Score -731769.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -731775.375000 Penalty: 4293.936035
	Iteration 62Q: 3 clusters Score -731775.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -731782.562500 Penalty: 4293.936035
	Iteration 63Q: 3 clusters Score -731782.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -731784.937500 Penalty: 4293.936035
	Iteration 64Q: 3 clusters Score -731784.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -731788.000000 Penalty: 4293.936035
	Iteration 65Q: 3 clusters Score -731788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -731792.187500 Penalty: 4293.936035
	Iteration 66Q: 3 clusters Score -731792.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -731793.750000 Penalty: 4293.936035
	Iteration 67Q: 3 clusters Score -731793.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -731799.750000 Penalty: 4293.936035
	Iteration 68Q: 3 clusters Score -731799.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -731802.437500 Penalty: 4293.936035
	Iteration 69Q: 3 clusters Score -731802.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -731806.000000 Penalty: 4293.936035
	Iteration 70Q: 3 clusters Score -731806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -731807.812500 Penalty: 4293.936035
	Iteration 71Q: 3 clusters Score -731807.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -731813.750000 Penalty: 4293.936035
	Iteration 72Q: 3 clusters Score -731813.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -731816.125000 Penalty: 4293.936035
	Iteration 73Q: 3 clusters Score -731816.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -731821.250000 Penalty: 4293.936035
	Iteration 74Q: 3 clusters Score -731821.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -731823.562500 Penalty: 4293.936035
	Iteration 75Q: 3 clusters Score -731823.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -731822.625000 Penalty: 4293.936035
	Iteration 76Q: 3 clusters Score -731822.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -731822.625000 Penalty: 4293.936035
	Iteration 77F: 3 clusters Score -731822.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Entering Unmasked Estep 
Score: -664937.812500 Penalty: 2119.064209
	Iteration 0F: 2 clusters Score -664937.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -660318.562500 Penalty: 4238.128418
	Iteration 0F: 3 clusters Score -660318.6 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -661416.937500 Penalty: 4238.128418
	Iteration 1F: 3 clusters Score -661416.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -661588.812500 Penalty: 4238.128418
	Iteration 2F: 3 clusters Score -661588.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -661680.687500 Penalty: 4238.128418
	Iteration 3Q: 3 clusters Score -661680.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -661739.750000 Penalty: 4238.128418
	Iteration 4Q: 3 clusters Score -661739.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -661792.687500 Penalty: 4238.128418
	Iteration 5Q: 3 clusters Score -661792.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -661838.687500 Penalty: 4238.128418
	Iteration 6Q: 3 clusters Score -661838.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -661873.187500 Penalty: 4238.128418
	Iteration 7Q: 3 clusters Score -661873.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -661903.312500 Penalty: 4238.128418
	Iteration 8Q: 3 clusters Score -661903.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -661929.437500 Penalty: 4238.128418
	Iteration 9Q: 3 clusters Score -661929.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -661959.875000 Penalty: 4238.128418
	Iteration 10Q: 3 clusters Score -661959.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -661994.687500 Penalty: 4238.128418
	Iteration 11Q: 3 clusters Score -661994.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -662026.875000 Penalty: 4238.128418
	Iteration 12Q: 3 clusters Score -662026.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -662053.687500 Penalty: 4238.128418
	Iteration 13Q: 3 clusters Score -662053.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -662075.562500 Penalty: 4238.128418
	Iteration 14Q: 3 clusters Score -662075.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -662100.312500 Penalty: 4238.128418
	Iteration 15Q: 3 clusters Score -662100.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -662120.937500 Penalty: 4238.128418
	Iteration 16Q: 3 clusters Score -662120.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -662142.812500 Penalty: 4238.128418
	Iteration 17Q: 3 clusters Score -662142.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -662170.250000 Penalty: 4238.128418
	Iteration 18Q: 3 clusters Score -662170.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -662201.187500 Penalty: 4238.128418
	Iteration 19Q: 3 clusters Score -662201.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -662226.500000 Penalty: 4238.128418
	Iteration 20F: 3 clusters Score -662226.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -662253.562500 Penalty: 4238.128418
	Iteration 21Q: 3 clusters Score -662253.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -662288.812500 Penalty: 4238.128418
	Iteration 22Q: 3 clusters Score -662288.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -662319.562500 Penalty: 4238.128418
	Iteration 23Q: 3 clusters Score -662319.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -662349.875000 Penalty: 4238.128418
	Iteration 24Q: 3 clusters Score -662349.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -662396.500000 Penalty: 4238.128418
	Iteration 25Q: 3 clusters Score -662396.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -662463.125000 Penalty: 4238.128418
	Iteration 26Q: 3 clusters Score -662463.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -662523.187500 Penalty: 4238.128418
	Iteration 27Q: 3 clusters Score -662523.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -662580.562500 Penalty: 4238.128418
	Iteration 28Q: 3 clusters Score -662580.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -662636.062500 Penalty: 4238.128418
	Iteration 29Q: 3 clusters Score -662636.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -662677.312500 Penalty: 4238.128418
	Iteration 30Q: 3 clusters Score -662677.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -662714.687500 Penalty: 4238.128418
	Iteration 31Q: 3 clusters Score -662714.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -662761.562500 Penalty: 4238.128418
	Iteration 32Q: 3 clusters Score -662761.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -662822.187500 Penalty: 4238.128418
	Iteration 33Q: 3 clusters Score -662822.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -662867.687500 Penalty: 4238.128418
	Iteration 34Q: 3 clusters Score -662867.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -662896.000000 Penalty: 4238.128418
	Iteration 35Q: 3 clusters Score -662896 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -662915.625000 Penalty: 4238.128418
	Iteration 36Q: 3 clusters Score -662915.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -662930.625000 Penalty: 4238.128418
	Iteration 37Q: 3 clusters Score -662930.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -662938.312500 Penalty: 4238.128418
	Iteration 38Q: 3 clusters Score -662938.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -662948.500000 Penalty: 4238.128418
	Iteration 39Q: 3 clusters Score -662948.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -662957.000000 Penalty: 4238.128418
	Iteration 40F: 3 clusters Score -662957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -662965.000000 Penalty: 4238.128418
	Iteration 41Q: 3 clusters Score -662965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -662970.250000 Penalty: 4238.128418
	Iteration 42Q: 3 clusters Score -662970.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -662976.687500 Penalty: 4238.128418
	Iteration 43Q: 3 clusters Score -662976.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -662981.187500 Penalty: 4238.128418
	Iteration 44Q: 3 clusters Score -662981.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -662988.687500 Penalty: 4238.128418
	Iteration 45Q: 3 clusters Score -662988.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -662998.875000 Penalty: 4238.128418
	Iteration 46Q: 3 clusters Score -662998.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -663007.750000 Penalty: 4238.128418
	Iteration 47Q: 3 clusters Score -663007.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -663015.000000 Penalty: 4238.128418
	Iteration 48Q: 3 clusters Score -663015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -663018.437500 Penalty: 4238.128418
	Iteration 49Q: 3 clusters Score -663018.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -663019.437500 Penalty: 4238.128418
	Iteration 50Q: 3 clusters Score -663019.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -663021.937500 Penalty: 4238.128418
	Iteration 51Q: 3 clusters Score -663021.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -663023.625000 Penalty: 4238.128418
	Iteration 52Q: 3 clusters Score -663023.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -663024.937500 Penalty: 4238.128418
	Iteration 53Q: 3 clusters Score -663024.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -663025.625000 Penalty: 4238.128418
	Iteration 54Q: 3 clusters Score -663025.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -663025.500000 Penalty: 4238.128418
	Iteration 55Q: 3 clusters Score -663025.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -663025.812500 Penalty: 4238.128418
	Iteration 56Q: 3 clusters Score -663025.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -663029.625000 Penalty: 4238.128418
	Iteration 57Q: 3 clusters Score -663029.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -663036.125000 Penalty: 4238.128418
	Iteration 58Q: 3 clusters Score -663036.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -663038.187500 Penalty: 4238.128418
	Iteration 59Q: 3 clusters Score -663038.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -663038.812500 Penalty: 4238.128418
	Iteration 60F: 3 clusters Score -663038.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Entering Unmasked Estep 
Score: -134614.562500 Penalty: 1731.750000
	Iteration 0F: 2 clusters Score -134614.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -132665.390625 Penalty: 3463.500000
	Iteration 0F: 3 clusters Score -132665.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -132987.234375 Penalty: 3463.500000
	Iteration 1F: 3 clusters Score -132987.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -133070.578125 Penalty: 3463.500000
	Iteration 2F: 3 clusters Score -133070.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -133125.312500 Penalty: 3463.500000
	Iteration 3Q: 3 clusters Score -133125.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -133162.671875 Penalty: 3463.500000
	Iteration 4Q: 3 clusters Score -133162.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -133181.375000 Penalty: 3463.500000
	Iteration 5Q: 3 clusters Score -133181.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -133200.812500 Penalty: 3463.500000
	Iteration 6Q: 3 clusters Score -133200.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -133207.984375 Penalty: 3463.500000
	Iteration 7Q: 3 clusters Score -133208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -133217.031250 Penalty: 3463.500000
	Iteration 8Q: 3 clusters Score -133217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -133227.343750 Penalty: 3463.500000
	Iteration 9Q: 3 clusters Score -133227.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -133237.515625 Penalty: 3463.500000
	Iteration 10Q: 3 clusters Score -133237.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -133249.312500 Penalty: 3463.500000
	Iteration 11Q: 3 clusters Score -133249.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -133265.562500 Penalty: 3463.500000
	Iteration 12Q: 3 clusters Score -133265.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -133275.000000 Penalty: 3463.500000
	Iteration 13Q: 3 clusters Score -133275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -133286.875000 Penalty: 3463.500000
	Iteration 14Q: 3 clusters Score -133286.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -133315.000000 Penalty: 3463.500000
	Iteration 15Q: 3 clusters Score -133315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -133334.593750 Penalty: 3463.500000
	Iteration 16Q: 3 clusters Score -133334.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -133356.843750 Penalty: 3463.500000
	Iteration 17Q: 3 clusters Score -133356.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -133412.906250 Penalty: 3463.500000
	Iteration 18Q: 3 clusters Score -133412.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -133529.375000 Penalty: 3463.500000
	Iteration 19Q: 3 clusters Score -133529.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -133655.921875 Penalty: 3463.500000
	Iteration 20F: 3 clusters Score -133655.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -133733.328125 Penalty: 3463.500000
	Iteration 21Q: 3 clusters Score -133733.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -133787.578125 Penalty: 3463.500000
	Iteration 22Q: 3 clusters Score -133787.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -133829.453125 Penalty: 3463.500000
	Iteration 23Q: 3 clusters Score -133829.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -133851.718750 Penalty: 3463.500000
	Iteration 24Q: 3 clusters Score -133851.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -133881.031250 Penalty: 3463.500000
	Iteration 25Q: 3 clusters Score -133881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -133906.359375 Penalty: 3463.500000
	Iteration 26Q: 3 clusters Score -133906.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -133925.218750 Penalty: 3463.500000
	Iteration 27Q: 3 clusters Score -133925.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -133942.828125 Penalty: 3463.500000
	Iteration 28Q: 3 clusters Score -133942.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -133951.375000 Penalty: 3463.500000
	Iteration 29Q: 3 clusters Score -133951.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -133955.546875 Penalty: 3463.500000
	Iteration 30Q: 3 clusters Score -133955.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -133958.812500 Penalty: 3463.500000
	Iteration 31Q: 3 clusters Score -133958.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -133962.171875 Penalty: 3463.500000
	Iteration 32Q: 3 clusters Score -133962.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -133962.796875 Penalty: 3463.500000
	Iteration 33Q: 3 clusters Score -133962.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -133962.796875 Penalty: 3463.500000
	Iteration 34F: 3 clusters Score -133962.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Entering Unmasked Estep 
Score: -228208.203125 Penalty: 1863.264526
	Iteration 0F: 2 clusters Score -228208.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -225726.828125 Penalty: 3726.529053
	Iteration 0F: 3 clusters Score -225726.8 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -226146.953125 Penalty: 3726.529053
	Iteration 1F: 3 clusters Score -226147 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -226286.859375 Penalty: 3726.529053
	Iteration 2F: 3 clusters Score -226286.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -226394.453125 Penalty: 3726.529053
	Iteration 3Q: 3 clusters Score -226394.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -226464.640625 Penalty: 3726.529053
	Iteration 4Q: 3 clusters Score -226464.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -226511.375000 Penalty: 3726.529053
	Iteration 5Q: 3 clusters Score -226511.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -226542.421875 Penalty: 3726.529053
	Iteration 6Q: 3 clusters Score -226542.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -226578.718750 Penalty: 3726.529053
	Iteration 7Q: 3 clusters Score -226578.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -226605.187500 Penalty: 3726.529053
	Iteration 8Q: 3 clusters Score -226605.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -226629.000000 Penalty: 3726.529053
	Iteration 9Q: 3 clusters Score -226629 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -226652.937500 Penalty: 3726.529053
	Iteration 10Q: 3 clusters Score -226652.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -226675.437500 Penalty: 3726.529053
	Iteration 11Q: 3 clusters Score -226675.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -226698.046875 Penalty: 3726.529053
	Iteration 12Q: 3 clusters Score -226698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -226718.187500 Penalty: 3726.529053
	Iteration 13Q: 3 clusters Score -226718.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -226732.421875 Penalty: 3726.529053
	Iteration 14Q: 3 clusters Score -226732.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -226747.343750 Penalty: 3726.529053
	Iteration 15Q: 3 clusters Score -226747.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -226759.875000 Penalty: 3726.529053
	Iteration 16Q: 3 clusters Score -226759.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -226772.343750 Penalty: 3726.529053
	Iteration 17Q: 3 clusters Score -226772.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -226783.578125 Penalty: 3726.529053
	Iteration 18Q: 3 clusters Score -226783.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -226793.234375 Penalty: 3726.529053
	Iteration 19Q: 3 clusters Score -226793.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -226798.671875 Penalty: 3726.529053
	Iteration 20F: 3 clusters Score -226798.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -226802.625000 Penalty: 3726.529053
	Iteration 21Q: 3 clusters Score -226802.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -226806.781250 Penalty: 3726.529053
	Iteration 22Q: 3 clusters Score -226806.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -226810.421875 Penalty: 3726.529053
	Iteration 23Q: 3 clusters Score -226810.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -226812.390625 Penalty: 3726.529053
	Iteration 24Q: 3 clusters Score -226812.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -226816.984375 Penalty: 3726.529053
	Iteration 25Q: 3 clusters Score -226817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -226822.703125 Penalty: 3726.529053
	Iteration 26Q: 3 clusters Score -226822.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -226825.703125 Penalty: 3726.529053
	Iteration 27Q: 3 clusters Score -226825.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -226827.312500 Penalty: 3726.529053
	Iteration 28Q: 3 clusters Score -226827.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -226830.390625 Penalty: 3726.529053
	Iteration 29Q: 3 clusters Score -226830.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -226836.796875 Penalty: 3726.529053
	Iteration 30Q: 3 clusters Score -226836.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -226839.812500 Penalty: 3726.529053
	Iteration 31Q: 3 clusters Score -226839.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -226843.171875 Penalty: 3726.529053
	Iteration 32Q: 3 clusters Score -226843.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -226848.656250 Penalty: 3726.529053
	Iteration 33Q: 3 clusters Score -226848.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -226857.265625 Penalty: 3726.529053
	Iteration 34Q: 3 clusters Score -226857.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -226866.546875 Penalty: 3726.529053
	Iteration 35Q: 3 clusters Score -226866.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -226872.750000 Penalty: 3726.529053
	Iteration 36Q: 3 clusters Score -226872.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -226877.421875 Penalty: 3726.529053
	Iteration 37Q: 3 clusters Score -226877.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -226886.031250 Penalty: 3726.529053
	Iteration 38Q: 3 clusters Score -226886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -226892.625000 Penalty: 3726.529053
	Iteration 39Q: 3 clusters Score -226892.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -226903.250000 Penalty: 3726.529053
	Iteration 40F: 3 clusters Score -226903.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -226917.671875 Penalty: 3726.529053
	Iteration 41Q: 3 clusters Score -226917.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -226929.078125 Penalty: 3726.529053
	Iteration 42Q: 3 clusters Score -226929.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -226938.765625 Penalty: 3726.529053
	Iteration 43Q: 3 clusters Score -226938.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -226946.609375 Penalty: 3726.529053
	Iteration 44Q: 3 clusters Score -226946.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -226948.906250 Penalty: 3726.529053
	Iteration 45Q: 3 clusters Score -226948.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -226950.718750 Penalty: 3726.529053
	Iteration 46Q: 3 clusters Score -226950.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -226952.125000 Penalty: 3726.529053
	Iteration 47Q: 3 clusters Score -226952.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -226952.718750 Penalty: 3726.529053
	Iteration 48Q: 3 clusters Score -226952.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -226952.718750 Penalty: 3726.529053
	Iteration 49F: 3 clusters Score -226952.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -102643.890625 Penalty: 1699.879883
	Iteration 0F: 2 clusters Score -102643.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -100878.460938 Penalty: 3399.759766
	Iteration 0F: 3 clusters Score -100878.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -101331.117188 Penalty: 3399.759766
	Iteration 1F: 3 clusters Score -101331.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -101566.203125 Penalty: 3399.759766
	Iteration 2F: 3 clusters Score -101566.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -101786.726562 Penalty: 3399.759766
	Iteration 3F: 3 clusters Score -101786.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -102085.054688 Penalty: 3399.759766
	Iteration 4Q: 3 clusters Score -102085.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -102496.335938 Penalty: 3399.759766
	Iteration 5Q: 3 clusters Score -102496.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -102630.078125 Penalty: 3399.759766
	Iteration 6F: 3 clusters Score -102630.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -102788.250000 Penalty: 3399.759766
	Iteration 7F: 3 clusters Score -102788.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -102918.828125 Penalty: 3399.759766
	Iteration 8Q: 3 clusters Score -102918.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -103001.710938 Penalty: 3399.759766
	Iteration 9Q: 3 clusters Score -103001.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -103077.703125 Penalty: 3399.759766
	Iteration 10Q: 3 clusters Score -103077.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -103162.687500 Penalty: 3399.759766
	Iteration 11Q: 3 clusters Score -103162.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -103243.828125 Penalty: 3399.759766
	Iteration 12Q: 3 clusters Score -103243.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -103330.976562 Penalty: 3399.759766
	Iteration 13Q: 3 clusters Score -103331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -103405.679688 Penalty: 3399.759766
	Iteration 14Q: 3 clusters Score -103405.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -103502.289062 Penalty: 3399.759766
	Iteration 15Q: 3 clusters Score -103502.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -103581.351562 Penalty: 3399.759766
	Iteration 16Q: 3 clusters Score -103581.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -103632.929688 Penalty: 3399.759766
	Iteration 17Q: 3 clusters Score -103632.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -103677.359375 Penalty: 3399.759766
	Iteration 18Q: 3 clusters Score -103677.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -103686.640625 Penalty: 3399.759766
	Iteration 19Q: 3 clusters Score -103686.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -103702.085938 Penalty: 3399.759766
	Iteration 20F: 3 clusters Score -103702.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -103726.109375 Penalty: 3399.759766
	Iteration 21Q: 3 clusters Score -103726.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -103752.765625 Penalty: 3399.759766
	Iteration 22Q: 3 clusters Score -103752.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -103777.539062 Penalty: 3399.759766
	Iteration 23Q: 3 clusters Score -103777.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -103784.796875 Penalty: 3399.759766
	Iteration 24Q: 3 clusters Score -103784.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -103784.796875 Penalty: 3399.759766
	Iteration 25F: 3 clusters Score -103784.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 23917 members 
Mstep: Class 3 contains 4457 members 
Mstep: Class 4 contains 3063 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 8865 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 127404 members 
Mstep: Class 11 contains 16999 members 
Mstep: Class 12 contains 142802 members 
Mstep: Class 13 contains 217 members 
Mstep: Class 16 contains 95488 members 
Mstep: Class 17 contains 5751 members 
Mstep: Class 18 contains 5139 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 731 members 
Entering Unmasked Estep 
Score: -57706424.000000 Penalty: 61452.480469
Splitting cluster 22 changes total score from -57706840.000000 to -57706424.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 23917 members 
Mstep: Class 3 contains 4457 members 
Mstep: Class 4 contains 3063 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 8865 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 127404 members 
Mstep: Class 11 contains 16999 members 
Mstep: Class 12 contains 142802 members 
Mstep: Class 16 contains 95488 members 
Mstep: Class 17 contains 5751 members 
Mstep: Class 18 contains 5139 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706832.000000 Penalty: 58218.136719
Iteration 239Q: 19 clusters Score -5.770683e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 23926 members 
Mstep: Class 3 contains 4458 members 
Mstep: Class 4 contains 3047 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 8866 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 127206 members 
Mstep: Class 11 contains 17003 members 
Mstep: Class 12 contains 143004 members 
Mstep: Class 16 contains 95481 members 
Mstep: Class 17 contains 5750 members 
Mstep: Class 18 contains 5140 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706836.000000 Penalty: 58218.136719
Iteration 240F: 19 clusters Score -5.770684e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 23932 members 
Mstep: Class 3 contains 4457 members 
Mstep: Class 4 contains 3028 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 8866 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 126993 members 
Mstep: Class 11 contains 17007 members 
Mstep: Class 12 contains 143232 members 
Mstep: Class 16 contains 95472 members 
Mstep: Class 17 contains 5749 members 
Mstep: Class 18 contains 5143 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706856.000000 Penalty: 58218.136719
Iteration 241Q: 19 clusters Score -5.770686e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 23939 members 
Mstep: Class 3 contains 4458 members 
Mstep: Class 4 contains 3005 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 8866 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 126781 members 
Mstep: Class 11 contains 17008 members 
Mstep: Class 12 contains 143456 members 
Mstep: Class 16 contains 95470 members 
Mstep: Class 17 contains 5749 members 
Mstep: Class 18 contains 5139 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706828.000000 Penalty: 58218.136719
Iteration 242Q: 19 clusters Score -5.770683e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 23944 members 
Mstep: Class 3 contains 4461 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 8866 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 126555 members 
Mstep: Class 11 contains 17012 members 
Mstep: Class 12 contains 143699 members 
Mstep: Class 16 contains 95472 members 
Mstep: Class 17 contains 5749 members 
Mstep: Class 18 contains 5136 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706788.000000 Penalty: 58218.136719
Iteration 243Q: 19 clusters Score -5.770679e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 23956 members 
Mstep: Class 3 contains 4467 members 
Mstep: Class 4 contains 2946 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 8867 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 126312 members 
Mstep: Class 11 contains 17017 members 
Mstep: Class 12 contains 143944 members 
Mstep: Class 16 contains 95470 members 
Mstep: Class 17 contains 5749 members 
Mstep: Class 18 contains 5137 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706732.000000 Penalty: 58218.136719
Iteration 244Q: 19 clusters Score -5.770673e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 23961 members 
Mstep: Class 3 contains 4474 members 
Mstep: Class 4 contains 2918 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 8866 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 126072 members 
Mstep: Class 11 contains 17021 members 
Mstep: Class 12 contains 144198 members 
Mstep: Class 16 contains 95462 members 
Mstep: Class 17 contains 5749 members 
Mstep: Class 18 contains 5138 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706824.000000 Penalty: 58218.136719
Iteration 245Q: 19 clusters Score -5.770682e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 23965 members 
Mstep: Class 3 contains 4479 members 
Mstep: Class 4 contains 2893 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 8867 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 125829 members 
Mstep: Class 11 contains 17022 members 
Mstep: Class 12 contains 144454 members 
Mstep: Class 16 contains 95455 members 
Mstep: Class 17 contains 5749 members 
Mstep: Class 18 contains 5138 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706704.000000 Penalty: 58218.136719
Iteration 246Q: 19 clusters Score -5.77067e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 23971 members 
Mstep: Class 3 contains 4483 members 
Mstep: Class 4 contains 2876 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8867 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 125590 members 
Mstep: Class 11 contains 17024 members 
Mstep: Class 12 contains 144711 members 
Mstep: Class 16 contains 95435 members 
Mstep: Class 17 contains 5749 members 
Mstep: Class 18 contains 5138 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706784.000000 Penalty: 58218.136719
Iteration 247Q: 19 clusters Score -5.770678e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 23978 members 
Mstep: Class 3 contains 4485 members 
Mstep: Class 4 contains 2846 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8868 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 125362 members 
Mstep: Class 11 contains 17026 members 
Mstep: Class 12 contains 144956 members 
Mstep: Class 16 contains 95422 members 
Mstep: Class 17 contains 5749 members 
Mstep: Class 18 contains 5142 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706840.000000 Penalty: 58218.136719
Iteration 248Q: 19 clusters Score -5.770684e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 23988 members 
Mstep: Class 3 contains 4493 members 
Mstep: Class 4 contains 2822 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8867 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 125122 members 
Mstep: Class 11 contains 17030 members 
Mstep: Class 12 contains 145177 members 
Mstep: Class 16 contains 95433 members 
Mstep: Class 17 contains 5748 members 
Mstep: Class 18 contains 5144 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706816.000000 Penalty: 58218.136719
Iteration 249Q: 19 clusters Score -5.770682e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 23991 members 
Mstep: Class 3 contains 4505 members 
Mstep: Class 4 contains 2799 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8867 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 124872 members 
Mstep: Class 11 contains 17033 members 
Mstep: Class 12 contains 145442 members 
Mstep: Class 16 contains 95425 members 
Mstep: Class 17 contains 5747 members 
Mstep: Class 18 contains 5145 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706680.000000 Penalty: 58218.136719
Iteration 250Q: 19 clusters Score -5.770668e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 24002 members 
Mstep: Class 3 contains 4522 members 
Mstep: Class 4 contains 2775 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8867 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 124600 members 
Mstep: Class 11 contains 17033 members 
Mstep: Class 12 contains 145712 members 
Mstep: Class 16 contains 95429 members 
Mstep: Class 17 contains 5748 members 
Mstep: Class 18 contains 5145 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706764.000000 Penalty: 58218.136719
Iteration 251Q: 19 clusters Score -5.770676e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 24008 members 
Mstep: Class 3 contains 4535 members 
Mstep: Class 4 contains 2752 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8866 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 124346 members 
Mstep: Class 11 contains 17036 members 
Mstep: Class 12 contains 145979 members 
Mstep: Class 16 contains 95421 members 
Mstep: Class 17 contains 5748 members 
Mstep: Class 18 contains 5149 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706736.000000 Penalty: 58218.136719
Iteration 252Q: 19 clusters Score -5.770674e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 24023 members 
Mstep: Class 3 contains 4547 members 
Mstep: Class 4 contains 2728 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8865 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 124100 members 
Mstep: Class 11 contains 17043 members 
Mstep: Class 12 contains 146221 members 
Mstep: Class 16 contains 95409 members 
Mstep: Class 17 contains 5749 members 
Mstep: Class 18 contains 5152 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706840.000000 Penalty: 58218.136719
Iteration 253Q: 19 clusters Score -5.770684e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 24040 members 
Mstep: Class 3 contains 4563 members 
Mstep: Class 4 contains 2697 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8866 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 123847 members 
Mstep: Class 11 contains 17052 members 
Mstep: Class 12 contains 146464 members 
Mstep: Class 16 contains 95396 members 
Mstep: Class 17 contains 5751 members 
Mstep: Class 18 contains 5156 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706952.000000 Penalty: 58218.136719
Iteration 254Q: 19 clusters Score -5.770695e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 24055 members 
Mstep: Class 3 contains 4575 members 
Mstep: Class 4 contains 2654 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8865 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 123612 members 
Mstep: Class 11 contains 17060 members 
Mstep: Class 12 contains 146706 members 
Mstep: Class 16 contains 95392 members 
Mstep: Class 17 contains 5754 members 
Mstep: Class 18 contains 5156 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706884.000000 Penalty: 58218.136719
Iteration 255Q: 19 clusters Score -5.770688e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 24064 members 
Mstep: Class 3 contains 4586 members 
Mstep: Class 4 contains 2618 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8866 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 123353 members 
Mstep: Class 11 contains 17062 members 
Mstep: Class 12 contains 146973 members 
Mstep: Class 16 contains 95389 members 
Mstep: Class 17 contains 5754 members 
Mstep: Class 18 contains 5159 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706972.000000 Penalty: 58218.136719
Iteration 256Q: 19 clusters Score -5.770697e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 24077 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 2587 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8865 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 123083 members 
Mstep: Class 11 contains 17071 members 
Mstep: Class 12 contains 147244 members 
Mstep: Class 16 contains 95386 members 
Mstep: Class 17 contains 5754 members 
Mstep: Class 18 contains 5162 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707072.000000 Penalty: 58218.136719
Iteration 257Q: 19 clusters Score -5.770707e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 24085 members 
Mstep: Class 3 contains 4609 members 
Mstep: Class 4 contains 2557 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8870 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 122799 members 
Mstep: Class 11 contains 17073 members 
Mstep: Class 12 contains 147519 members 
Mstep: Class 16 contains 95387 members 
Mstep: Class 17 contains 5752 members 
Mstep: Class 18 contains 5168 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707060.000000 Penalty: 58218.136719
Iteration 258Q: 19 clusters Score -5.770706e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 24096 members 
Mstep: Class 3 contains 4622 members 
Mstep: Class 4 contains 2511 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8871 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 122518 members 
Mstep: Class 11 contains 17084 members 
Mstep: Class 12 contains 147781 members 
Mstep: Class 16 contains 95390 members 
Mstep: Class 17 contains 5753 members 
Mstep: Class 18 contains 5179 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707120.000000 Penalty: 58218.136719
Iteration 259Q: 19 clusters Score -5.770712e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 24110 members 
Mstep: Class 3 contains 4638 members 
Mstep: Class 4 contains 2467 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8868 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 122224 members 
Mstep: Class 11 contains 17086 members 
Mstep: Class 12 contains 148065 members 
Mstep: Class 16 contains 95396 members 
Mstep: Class 17 contains 5754 members 
Mstep: Class 18 contains 5182 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707088.000000 Penalty: 58218.136719
Iteration 260F: 19 clusters Score -5.770709e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 24121 members 
Mstep: Class 3 contains 4660 members 
Mstep: Class 4 contains 2427 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8867 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 121921 members 
Mstep: Class 11 contains 17086 members 
Mstep: Class 12 contains 148369 members 
Mstep: Class 16 contains 95393 members 
Mstep: Class 17 contains 5756 members 
Mstep: Class 18 contains 5186 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707064.000000 Penalty: 58218.136719
Iteration 261Q: 19 clusters Score -5.770706e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 24130 members 
Mstep: Class 3 contains 4685 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8867 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 121632 members 
Mstep: Class 11 contains 17092 members 
Mstep: Class 12 contains 148638 members 
Mstep: Class 16 contains 95407 members 
Mstep: Class 17 contains 5756 members 
Mstep: Class 18 contains 5187 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707068.000000 Penalty: 58218.136719
Iteration 262Q: 19 clusters Score -5.770707e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 24142 members 
Mstep: Class 3 contains 4709 members 
Mstep: Class 4 contains 2365 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8870 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 121316 members 
Mstep: Class 11 contains 17093 members 
Mstep: Class 12 contains 148925 members 
Mstep: Class 16 contains 95414 members 
Mstep: Class 17 contains 5760 members 
Mstep: Class 18 contains 5189 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707068.000000 Penalty: 58218.136719
Iteration 263Q: 19 clusters Score -5.770707e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 24156 members 
Mstep: Class 3 contains 4730 members 
Mstep: Class 4 contains 2342 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8873 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 120961 members 
Mstep: Class 11 contains 17097 members 
Mstep: Class 12 contains 149239 members 
Mstep: Class 16 contains 95423 members 
Mstep: Class 17 contains 5763 members 
Mstep: Class 18 contains 5195 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707116.000000 Penalty: 58218.136719
Iteration 264Q: 19 clusters Score -5.770712e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 24161 members 
Mstep: Class 3 contains 4755 members 
Mstep: Class 4 contains 2317 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8876 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 120646 members 
Mstep: Class 11 contains 17103 members 
Mstep: Class 12 contains 149508 members 
Mstep: Class 16 contains 95438 members 
Mstep: Class 17 contains 5765 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707200.000000 Penalty: 58218.136719
Iteration 265Q: 19 clusters Score -5.77072e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 24173 members 
Mstep: Class 3 contains 4783 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8882 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 120332 members 
Mstep: Class 11 contains 17107 members 
Mstep: Class 12 contains 149773 members 
Mstep: Class 16 contains 95445 members 
Mstep: Class 17 contains 5765 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707204.000000 Penalty: 58218.136719
Iteration 266Q: 19 clusters Score -5.77072e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 24181 members 
Mstep: Class 3 contains 4793 members 
Mstep: Class 4 contains 2272 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8885 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 120008 members 
Mstep: Class 11 contains 17109 members 
Mstep: Class 12 contains 150056 members 
Mstep: Class 16 contains 95464 members 
Mstep: Class 17 contains 5766 members 
Mstep: Class 18 contains 5203 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707208.000000 Penalty: 58218.136719
Iteration 267Q: 19 clusters Score -5.770721e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 24188 members 
Mstep: Class 3 contains 4807 members 
Mstep: Class 4 contains 2256 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8886 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 119670 members 
Mstep: Class 11 contains 17112 members 
Mstep: Class 12 contains 150340 members 
Mstep: Class 16 contains 95482 members 
Mstep: Class 17 contains 5769 members 
Mstep: Class 18 contains 5205 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707240.000000 Penalty: 58218.136719
Iteration 268Q: 19 clusters Score -5.770724e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 24195 members 
Mstep: Class 3 contains 4820 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8889 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 119339 members 
Mstep: Class 11 contains 17117 members 
Mstep: Class 12 contains 150611 members 
Mstep: Class 16 contains 95515 members 
Mstep: Class 17 contains 5772 members 
Mstep: Class 18 contains 5208 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707216.000000 Penalty: 58218.136719
Iteration 269Q: 19 clusters Score -5.770722e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 24205 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 4 contains 2227 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8893 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 119017 members 
Mstep: Class 11 contains 17125 members 
Mstep: Class 12 contains 150862 members 
Mstep: Class 16 contains 95540 members 
Mstep: Class 17 contains 5780 members 
Mstep: Class 18 contains 5221 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707184.000000 Penalty: 58218.136719
Iteration 270Q: 19 clusters Score -5.770718e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 24211 members 
Mstep: Class 3 contains 4854 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8895 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 118694 members 
Mstep: Class 11 contains 17127 members 
Mstep: Class 12 contains 151126 members 
Mstep: Class 16 contains 95554 members 
Mstep: Class 17 contains 5782 members 
Mstep: Class 18 contains 5229 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707224.000000 Penalty: 58218.136719
Iteration 271Q: 19 clusters Score -5.770722e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 24217 members 
Mstep: Class 3 contains 4870 members 
Mstep: Class 4 contains 2216 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8899 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 118386 members 
Mstep: Class 11 contains 17122 members 
Mstep: Class 12 contains 151392 members 
Mstep: Class 16 contains 95561 members 
Mstep: Class 17 contains 5782 members 
Mstep: Class 18 contains 5237 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707184.000000 Penalty: 58218.136719
Iteration 272Q: 19 clusters Score -5.770718e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 24218 members 
Mstep: Class 3 contains 4894 members 
Mstep: Class 4 contains 2212 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8898 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 118084 members 
Mstep: Class 11 contains 17121 members 
Mstep: Class 12 contains 151653 members 
Mstep: Class 16 contains 95572 members 
Mstep: Class 17 contains 5783 members 
Mstep: Class 18 contains 5244 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707184.000000 Penalty: 58218.136719
Iteration 273Q: 19 clusters Score -5.770718e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 24227 members 
Mstep: Class 3 contains 4915 members 
Mstep: Class 4 contains 2203 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8897 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 117799 members 
Mstep: Class 11 contains 17130 members 
Mstep: Class 12 contains 151897 members 
Mstep: Class 16 contains 95575 members 
Mstep: Class 17 contains 5785 members 
Mstep: Class 18 contains 5249 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707220.000000 Penalty: 58218.136719
Iteration 274Q: 19 clusters Score -5.770722e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 24235 members 
Mstep: Class 3 contains 4935 members 
Mstep: Class 4 contains 2197 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8897 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 117500 members 
Mstep: Class 11 contains 17140 members 
Mstep: Class 12 contains 152148 members 
Mstep: Class 16 contains 95583 members 
Mstep: Class 17 contains 5787 members 
Mstep: Class 18 contains 5253 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707112.000000 Penalty: 58218.136719
Iteration 275Q: 19 clusters Score -5.770711e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 24248 members 
Mstep: Class 3 contains 4946 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8897 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 117210 members 
Mstep: Class 11 contains 17149 members 
Mstep: Class 12 contains 152389 members 
Mstep: Class 16 contains 95593 members 
Mstep: Class 17 contains 5790 members 
Mstep: Class 18 contains 5251 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707052.000000 Penalty: 58218.136719
Iteration 276Q: 19 clusters Score -5.770705e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 24261 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 2191 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8895 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 116908 members 
Mstep: Class 11 contains 17160 members 
Mstep: Class 12 contains 152643 members 
Mstep: Class 16 contains 95595 members 
Mstep: Class 17 contains 5794 members 
Mstep: Class 18 contains 5252 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707136.000000 Penalty: 58218.136719
Iteration 277Q: 19 clusters Score -5.770714e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 24266 members 
Mstep: Class 3 contains 4965 members 
Mstep: Class 4 contains 2191 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8896 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 116576 members 
Mstep: Class 11 contains 17162 members 
Mstep: Class 12 contains 152935 members 
Mstep: Class 16 contains 95595 members 
Mstep: Class 17 contains 5800 members 
Mstep: Class 18 contains 5251 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707120.000000 Penalty: 58218.136719
Iteration 278Q: 19 clusters Score -5.770712e+07 nChanged 429
Entering ConstructFrom: 
Score: -57707120.000000 Penalty: 58218.136719
Entering ConstructFrom: 
Trying to split cluster 1 (20901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Entering Unmasked Estep 
Score: -2685828.250000 Penalty: 2466.993164
	Iteration 0F: 2 clusters Score -2685828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2671190.750000 Penalty: 4933.986328
	Iteration 0F: 3 clusters Score -2671191 nChanged 9176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -2676205.250000 Penalty: 4933.986328
	Iteration 1F: 3 clusters Score -2676205 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2676688.000000 Penalty: 4933.986328
	Iteration 2F: 3 clusters Score -2676688 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -2677161.500000 Penalty: 4933.986328
	Iteration 3F: 3 clusters Score -2677162 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -2677672.500000 Penalty: 4933.986328
	Iteration 4F: 3 clusters Score -2677672 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -2678269.750000 Penalty: 4933.986328
	Iteration 5F: 3 clusters Score -2678270 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2678933.500000 Penalty: 4933.986328
	Iteration 6F: 3 clusters Score -2678934 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -2679683.500000 Penalty: 4933.986328
	Iteration 7F: 3 clusters Score -2679684 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -2680428.750000 Penalty: 4933.986328
	Iteration 8Q: 3 clusters Score -2680429 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -2681185.250000 Penalty: 4933.986328
	Iteration 9Q: 3 clusters Score -2681185 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -2681890.750000 Penalty: 4933.986328
	Iteration 10Q: 3 clusters Score -2681891 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -2682373.500000 Penalty: 4933.986328
	Iteration 11Q: 3 clusters Score -2682374 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -2682718.500000 Penalty: 4933.986328
	Iteration 12Q: 3 clusters Score -2682718 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2682971.000000 Penalty: 4933.986328
	Iteration 13Q: 3 clusters Score -2682971 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2683111.500000 Penalty: 4933.986328
	Iteration 14Q: 3 clusters Score -2683112 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2683201.250000 Penalty: 4933.986328
	Iteration 15Q: 3 clusters Score -2683201 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2683295.750000 Penalty: 4933.986328
	Iteration 16Q: 3 clusters Score -2683296 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2683374.000000 Penalty: 4933.986328
	Iteration 17Q: 3 clusters Score -2683374 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2683415.500000 Penalty: 4933.986328
	Iteration 18Q: 3 clusters Score -2683416 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2683459.250000 Penalty: 4933.986328
	Iteration 19Q: 3 clusters Score -2683459 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2683484.250000 Penalty: 4933.986328
	Iteration 20F: 3 clusters Score -2683484 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2683517.500000 Penalty: 4933.986328
	Iteration 21Q: 3 clusters Score -2683518 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2683553.750000 Penalty: 4933.986328
	Iteration 22Q: 3 clusters Score -2683554 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2683580.750000 Penalty: 4933.986328
	Iteration 23Q: 3 clusters Score -2683581 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2683594.500000 Penalty: 4933.986328
	Iteration 24Q: 3 clusters Score -2683594 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2683608.750000 Penalty: 4933.986328
	Iteration 25Q: 3 clusters Score -2683609 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2683623.500000 Penalty: 4933.986328
	Iteration 26Q: 3 clusters Score -2683624 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2683638.250000 Penalty: 4933.986328
	Iteration 27Q: 3 clusters Score -2683638 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2683649.000000 Penalty: 4933.986328
	Iteration 28Q: 3 clusters Score -2683649 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2683660.750000 Penalty: 4933.986328
	Iteration 29Q: 3 clusters Score -2683661 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2683676.500000 Penalty: 4933.986328
	Iteration 30Q: 3 clusters Score -2683676 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2683694.500000 Penalty: 4933.986328
	Iteration 31Q: 3 clusters Score -2683694 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2683709.250000 Penalty: 4933.986328
	Iteration 32Q: 3 clusters Score -2683709 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2683723.250000 Penalty: 4933.986328
	Iteration 33Q: 3 clusters Score -2683723 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2683737.000000 Penalty: 4933.986328
	Iteration 34Q: 3 clusters Score -2683737 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2683741.750000 Penalty: 4933.986328
	Iteration 35Q: 3 clusters Score -2683742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2683749.000000 Penalty: 4933.986328
	Iteration 36Q: 3 clusters Score -2683749 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2683753.250000 Penalty: 4933.986328
	Iteration 37Q: 3 clusters Score -2683753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2683754.000000 Penalty: 4933.986328
	Iteration 38Q: 3 clusters Score -2683754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2683757.500000 Penalty: 4933.986328
	Iteration 39Q: 3 clusters Score -2683758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2683771.500000 Penalty: 4933.986328
	Iteration 40F: 3 clusters Score -2683772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2683782.250000 Penalty: 4933.986328
	Iteration 41Q: 3 clusters Score -2683782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2683789.000000 Penalty: 4933.986328
	Iteration 42Q: 3 clusters Score -2683789 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2683797.250000 Penalty: 4933.986328
	Iteration 43Q: 3 clusters Score -2683797 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2683805.750000 Penalty: 4933.986328
	Iteration 44Q: 3 clusters Score -2683806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2683807.750000 Penalty: 4933.986328
	Iteration 45Q: 3 clusters Score -2683808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2683812.500000 Penalty: 4933.986328
	Iteration 46Q: 3 clusters Score -2683812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2683813.250000 Penalty: 4933.986328
	Iteration 47Q: 3 clusters Score -2683813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2683815.250000 Penalty: 4933.986328
	Iteration 48Q: 3 clusters Score -2683815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2683821.250000 Penalty: 4933.986328
	Iteration 49Q: 3 clusters Score -2683821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2683823.750000 Penalty: 4933.986328
	Iteration 50Q: 3 clusters Score -2683824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2683830.750000 Penalty: 4933.986328
	Iteration 51Q: 3 clusters Score -2683831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2683840.750000 Penalty: 4933.986328
	Iteration 52Q: 3 clusters Score -2683841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2683847.000000 Penalty: 4933.986328
	Iteration 53Q: 3 clusters Score -2683847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2683849.500000 Penalty: 4933.986328
	Iteration 54Q: 3 clusters Score -2683850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2683855.000000 Penalty: 4933.986328
	Iteration 55Q: 3 clusters Score -2683855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2683860.250000 Penalty: 4933.986328
	Iteration 56Q: 3 clusters Score -2683860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2683857.250000 Penalty: 4933.986328
	Iteration 57Q: 3 clusters Score -2683857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2683855.750000 Penalty: 4933.986328
	Iteration 58Q: 3 clusters Score -2683856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2683857.250000 Penalty: 4933.986328
	Iteration 59Q: 3 clusters Score -2683857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2683859.000000 Penalty: 4933.986328
	Iteration 60F: 3 clusters Score -2683859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2683858.000000 Penalty: 4933.986328
	Iteration 61Q: 3 clusters Score -2683858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2683859.500000 Penalty: 4933.986328
	Iteration 62Q: 3 clusters Score -2683860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2683858.250000 Penalty: 4933.986328
	Iteration 63Q: 3 clusters Score -2683858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2683858.750000 Penalty: 4933.986328
	Iteration 64Q: 3 clusters Score -2683859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2683859.000000 Penalty: 4933.986328
	Iteration 65Q: 3 clusters Score -2683859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2683862.250000 Penalty: 4933.986328
	Iteration 66Q: 3 clusters Score -2683862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2683862.250000 Penalty: 4933.986328
	Iteration 67Q: 3 clusters Score -2683862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2683860.250000 Penalty: 4933.986328
	Iteration 68Q: 3 clusters Score -2683860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2683860.250000 Penalty: 4933.986328
	Iteration 69F: 3 clusters Score -2683860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Entering Unmasked Estep 
Score: -3133215.250000 Penalty: 2504.075439
	Iteration 0F: 2 clusters Score -3133215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -3116412.000000 Penalty: 5008.150879
	Iteration 0F: 3 clusters Score -3116412 nChanged 10831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -3122115.000000 Penalty: 5008.150879
	Iteration 1F: 3 clusters Score -3122115 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -3122539.750000 Penalty: 5008.150879
	Iteration 2Q: 3 clusters Score -3122540 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -3122918.250000 Penalty: 5008.150879
	Iteration 3Q: 3 clusters Score -3122918 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -3123380.000000 Penalty: 5008.150879
	Iteration 4Q: 3 clusters Score -3123380 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -3123847.500000 Penalty: 5008.150879
	Iteration 5Q: 3 clusters Score -3123848 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -3124375.500000 Penalty: 5008.150879
	Iteration 6Q: 3 clusters Score -3124376 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -3124995.250000 Penalty: 5008.150879
	Iteration 7Q: 3 clusters Score -3124995 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -3125670.750000 Penalty: 5008.150879
	Iteration 8Q: 3 clusters Score -3125671 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -3126446.000000 Penalty: 5008.150879
	Iteration 9Q: 3 clusters Score -3126446 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -3127274.500000 Penalty: 5008.150879
	Iteration 10F: 3 clusters Score -3127274 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -3128066.500000 Penalty: 5008.150879
	Iteration 11F: 3 clusters Score -3128066 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -3128534.750000 Penalty: 5008.150879
	Iteration 12Q: 3 clusters Score -3128535 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -3128774.500000 Penalty: 5008.150879
	Iteration 13Q: 3 clusters Score -3128774 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -3128918.250000 Penalty: 5008.150879
	Iteration 14Q: 3 clusters Score -3128918 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -3128963.750000 Penalty: 5008.150879
	Iteration 15Q: 3 clusters Score -3128964 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -3129005.250000 Penalty: 5008.150879
	Iteration 16Q: 3 clusters Score -3129005 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -3129038.250000 Penalty: 5008.150879
	Iteration 17Q: 3 clusters Score -3129038 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -3129064.250000 Penalty: 5008.150879
	Iteration 18Q: 3 clusters Score -3129064 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -3129083.250000 Penalty: 5008.150879
	Iteration 19Q: 3 clusters Score -3129083 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -3129109.000000 Penalty: 5008.150879
	Iteration 20F: 3 clusters Score -3129109 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -3129118.500000 Penalty: 5008.150879
	Iteration 21Q: 3 clusters Score -3129118 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -3129125.000000 Penalty: 5008.150879
	Iteration 22Q: 3 clusters Score -3129125 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -3129138.250000 Penalty: 5008.150879
	Iteration 23Q: 3 clusters Score -3129138 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -3129154.500000 Penalty: 5008.150879
	Iteration 24Q: 3 clusters Score -3129154 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -3129153.750000 Penalty: 5008.150879
	Iteration 25Q: 3 clusters Score -3129154 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -3129150.250000 Penalty: 5008.150879
	Iteration 26Q: 3 clusters Score -3129150 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -3129161.250000 Penalty: 5008.150879
	Iteration 27Q: 3 clusters Score -3129161 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -3129166.500000 Penalty: 5008.150879
	Iteration 28Q: 3 clusters Score -3129166 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -3129177.750000 Penalty: 5008.150879
	Iteration 29Q: 3 clusters Score -3129178 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -3129173.750000 Penalty: 5008.150879
	Iteration 30Q: 3 clusters Score -3129174 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -3129177.750000 Penalty: 5008.150879
	Iteration 31Q: 3 clusters Score -3129178 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -3129179.500000 Penalty: 5008.150879
	Iteration 32Q: 3 clusters Score -3129180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -3129179.000000 Penalty: 5008.150879
	Iteration 33Q: 3 clusters Score -3129179 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -3129179.000000 Penalty: 5008.150879
	Iteration 34Q: 3 clusters Score -3129179 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -3129187.000000 Penalty: 5008.150879
	Iteration 35Q: 3 clusters Score -3129187 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -3129183.000000 Penalty: 5008.150879
	Iteration 36Q: 3 clusters Score -3129183 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -3129187.500000 Penalty: 5008.150879
	Iteration 37Q: 3 clusters Score -3129188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -3129188.750000 Penalty: 5008.150879
	Iteration 38Q: 3 clusters Score -3129189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -3129196.000000 Penalty: 5008.150879
	Iteration 39Q: 3 clusters Score -3129196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -3129195.250000 Penalty: 5008.150879
	Iteration 40F: 3 clusters Score -3129195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -3129189.500000 Penalty: 5008.150879
	Iteration 41Q: 3 clusters Score -3129190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -3129193.000000 Penalty: 5008.150879
	Iteration 42Q: 3 clusters Score -3129193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -3129193.250000 Penalty: 5008.150879
	Iteration 43Q: 3 clusters Score -3129193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -3129190.750000 Penalty: 5008.150879
	Iteration 44Q: 3 clusters Score -3129191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -3129197.000000 Penalty: 5008.150879
	Iteration 45Q: 3 clusters Score -3129197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -3129199.000000 Penalty: 5008.150879
	Iteration 46Q: 3 clusters Score -3129199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -3129200.000000 Penalty: 5008.150879
	Iteration 47Q: 3 clusters Score -3129200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -3129196.000000 Penalty: 5008.150879
	Iteration 48Q: 3 clusters Score -3129196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -3129201.250000 Penalty: 5008.150879
	Iteration 49Q: 3 clusters Score -3129201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -3129207.500000 Penalty: 5008.150879
	Iteration 50Q: 3 clusters Score -3129208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -3129205.250000 Penalty: 5008.150879
	Iteration 51Q: 3 clusters Score -3129205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -3129209.750000 Penalty: 5008.150879
	Iteration 52Q: 3 clusters Score -3129210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -3129210.000000 Penalty: 5008.150879
	Iteration 53Q: 3 clusters Score -3129210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -3129207.000000 Penalty: 5008.150879
	Iteration 54Q: 3 clusters Score -3129207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -3129207.250000 Penalty: 5008.150879
	Iteration 55Q: 3 clusters Score -3129207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -3129206.750000 Penalty: 5008.150879
	Iteration 56Q: 3 clusters Score -3129207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -3129204.250000 Penalty: 5008.150879
	Iteration 57Q: 3 clusters Score -3129204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -3129204.750000 Penalty: 5008.150879
	Iteration 58Q: 3 clusters Score -3129205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -3129202.250000 Penalty: 5008.150879
	Iteration 59Q: 3 clusters Score -3129202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -3129208.250000 Penalty: 5008.150879
	Iteration 60F: 3 clusters Score -3129208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -3129208.250000 Penalty: 5008.150879
	Iteration 61Q: 3 clusters Score -3129208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -3129205.750000 Penalty: 5008.150879
	Iteration 62Q: 3 clusters Score -3129206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -3129204.500000 Penalty: 5008.150879
	Iteration 63Q: 3 clusters Score -3129204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -3129206.000000 Penalty: 5008.150879
	Iteration 64Q: 3 clusters Score -3129206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -3129208.250000 Penalty: 5008.150879
	Iteration 65Q: 3 clusters Score -3129208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -3129204.500000 Penalty: 5008.150879
	Iteration 66Q: 3 clusters Score -3129204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -3129204.750000 Penalty: 5008.150879
	Iteration 67Q: 3 clusters Score -3129205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -3129204.500000 Penalty: 5008.150879
	Iteration 68Q: 3 clusters Score -3129204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -3129202.000000 Penalty: 5008.150879
	Iteration 69Q: 3 clusters Score -3129202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -3129203.000000 Penalty: 5008.150879
	Iteration 70Q: 3 clusters Score -3129203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -3129205.000000 Penalty: 5008.150879
	Iteration 71Q: 3 clusters Score -3129205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -3129206.750000 Penalty: 5008.150879
	Iteration 72Q: 3 clusters Score -3129207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -3129206.750000 Penalty: 5008.150879
	Iteration 73F: 3 clusters Score -3129207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Entering Unmasked Estep 
Score: -644197.062500 Penalty: 2111.070557
	Iteration 0F: 2 clusters Score -644197.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -639630.500000 Penalty: 4222.141113
	Iteration 0F: 3 clusters Score -639630.5 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -640711.687500 Penalty: 4222.141113
	Iteration 1F: 3 clusters Score -640711.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -640977.500000 Penalty: 4222.141113
	Iteration 2F: 3 clusters Score -640977.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -641137.187500 Penalty: 4222.141113
	Iteration 3F: 3 clusters Score -641137.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -641237.437500 Penalty: 4222.141113
	Iteration 4Q: 3 clusters Score -641237.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -641303.750000 Penalty: 4222.141113
	Iteration 5Q: 3 clusters Score -641303.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -641363.562500 Penalty: 4222.141113
	Iteration 6Q: 3 clusters Score -641363.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -641425.750000 Penalty: 4222.141113
	Iteration 7Q: 3 clusters Score -641425.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -641463.187500 Penalty: 4222.141113
	Iteration 8Q: 3 clusters Score -641463.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -641495.562500 Penalty: 4222.141113
	Iteration 9Q: 3 clusters Score -641495.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -641528.562500 Penalty: 4222.141113
	Iteration 10Q: 3 clusters Score -641528.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -641566.125000 Penalty: 4222.141113
	Iteration 11Q: 3 clusters Score -641566.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -641602.062500 Penalty: 4222.141113
	Iteration 12Q: 3 clusters Score -641602.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -641642.750000 Penalty: 4222.141113
	Iteration 13Q: 3 clusters Score -641642.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -641672.437500 Penalty: 4222.141113
	Iteration 14Q: 3 clusters Score -641672.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -641701.750000 Penalty: 4222.141113
	Iteration 15Q: 3 clusters Score -641701.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -641719.062500 Penalty: 4222.141113
	Iteration 16Q: 3 clusters Score -641719.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -641736.312500 Penalty: 4222.141113
	Iteration 17Q: 3 clusters Score -641736.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -641748.750000 Penalty: 4222.141113
	Iteration 18Q: 3 clusters Score -641748.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -641765.687500 Penalty: 4222.141113
	Iteration 19Q: 3 clusters Score -641765.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -641780.625000 Penalty: 4222.141113
	Iteration 20F: 3 clusters Score -641780.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -641796.125000 Penalty: 4222.141113
	Iteration 21Q: 3 clusters Score -641796.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -641806.437500 Penalty: 4222.141113
	Iteration 22Q: 3 clusters Score -641806.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -641821.875000 Penalty: 4222.141113
	Iteration 23Q: 3 clusters Score -641821.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -641845.250000 Penalty: 4222.141113
	Iteration 24Q: 3 clusters Score -641845.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -641865.687500 Penalty: 4222.141113
	Iteration 25Q: 3 clusters Score -641865.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -641885.312500 Penalty: 4222.141113
	Iteration 26Q: 3 clusters Score -641885.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -641909.750000 Penalty: 4222.141113
	Iteration 27Q: 3 clusters Score -641909.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -641930.187500 Penalty: 4222.141113
	Iteration 28Q: 3 clusters Score -641930.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -641949.000000 Penalty: 4222.141113
	Iteration 29Q: 3 clusters Score -641949 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -641975.937500 Penalty: 4222.141113
	Iteration 30Q: 3 clusters Score -641975.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -642002.062500 Penalty: 4222.141113
	Iteration 31Q: 3 clusters Score -642002.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -642030.437500 Penalty: 4222.141113
	Iteration 32Q: 3 clusters Score -642030.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -642057.687500 Penalty: 4222.141113
	Iteration 33Q: 3 clusters Score -642057.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -642079.500000 Penalty: 4222.141113
	Iteration 34Q: 3 clusters Score -642079.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -642100.937500 Penalty: 4222.141113
	Iteration 35Q: 3 clusters Score -642100.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -642120.750000 Penalty: 4222.141113
	Iteration 36Q: 3 clusters Score -642120.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -642139.250000 Penalty: 4222.141113
	Iteration 37Q: 3 clusters Score -642139.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -642151.250000 Penalty: 4222.141113
	Iteration 38Q: 3 clusters Score -642151.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -642166.000000 Penalty: 4222.141113
	Iteration 39Q: 3 clusters Score -642166 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -642184.875000 Penalty: 4222.141113
	Iteration 40F: 3 clusters Score -642184.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -642200.312500 Penalty: 4222.141113
	Iteration 41Q: 3 clusters Score -642200.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -642209.625000 Penalty: 4222.141113
	Iteration 42Q: 3 clusters Score -642209.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -642218.875000 Penalty: 4222.141113
	Iteration 43Q: 3 clusters Score -642218.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -642228.812500 Penalty: 4222.141113
	Iteration 44Q: 3 clusters Score -642228.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -642234.750000 Penalty: 4222.141113
	Iteration 45Q: 3 clusters Score -642234.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -642243.000000 Penalty: 4222.141113
	Iteration 46Q: 3 clusters Score -642243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -642251.875000 Penalty: 4222.141113
	Iteration 47Q: 3 clusters Score -642251.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -642260.062500 Penalty: 4222.141113
	Iteration 48Q: 3 clusters Score -642260.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -642264.875000 Penalty: 4222.141113
	Iteration 49Q: 3 clusters Score -642264.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -642269.750000 Penalty: 4222.141113
	Iteration 50Q: 3 clusters Score -642269.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -642272.875000 Penalty: 4222.141113
	Iteration 51Q: 3 clusters Score -642272.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -642274.125000 Penalty: 4222.141113
	Iteration 52Q: 3 clusters Score -642274.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -642278.437500 Penalty: 4222.141113
	Iteration 53Q: 3 clusters Score -642278.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -642281.187500 Penalty: 4222.141113
	Iteration 54Q: 3 clusters Score -642281.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -642282.625000 Penalty: 4222.141113
	Iteration 55Q: 3 clusters Score -642282.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -642284.562500 Penalty: 4222.141113
	Iteration 56Q: 3 clusters Score -642284.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -642284.750000 Penalty: 4222.141113
	Iteration 57Q: 3 clusters Score -642284.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -642286.812500 Penalty: 4222.141113
	Iteration 58Q: 3 clusters Score -642286.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -642288.437500 Penalty: 4222.141113
	Iteration 59Q: 3 clusters Score -642288.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -642288.312500 Penalty: 4222.141113
	Iteration 60F: 3 clusters Score -642288.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -642291.625000 Penalty: 4222.141113
	Iteration 61Q: 3 clusters Score -642291.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -642293.500000 Penalty: 4222.141113
	Iteration 62Q: 3 clusters Score -642293.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -642295.500000 Penalty: 4222.141113
	Iteration 63Q: 3 clusters Score -642295.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -642296.812500 Penalty: 4222.141113
	Iteration 64Q: 3 clusters Score -642296.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -642299.125000 Penalty: 4222.141113
	Iteration 65Q: 3 clusters Score -642299.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -642301.562500 Penalty: 4222.141113
	Iteration 66Q: 3 clusters Score -642301.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -642307.937500 Penalty: 4222.141113
	Iteration 67Q: 3 clusters Score -642307.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -642309.750000 Penalty: 4222.141113
	Iteration 68Q: 3 clusters Score -642309.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -642314.062500 Penalty: 4222.141113
	Iteration 69Q: 3 clusters Score -642314.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -642318.750000 Penalty: 4222.141113
	Iteration 70Q: 3 clusters Score -642318.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -642320.812500 Penalty: 4222.141113
	Iteration 71Q: 3 clusters Score -642320.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -642321.000000 Penalty: 4222.141113
	Iteration 72Q: 3 clusters Score -642321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -642323.187500 Penalty: 4222.141113
	Iteration 73Q: 3 clusters Score -642323.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -642322.687500 Penalty: 4222.141113
	Iteration 74Q: 3 clusters Score -642322.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -642322.687500 Penalty: 4222.141113
	Iteration 75F: 3 clusters Score -642322.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Entering Unmasked Estep 
Score: -282235.156250 Penalty: 1907.644165
	Iteration 0F: 2 clusters Score -282235.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -279517.781250 Penalty: 3815.288330
	Iteration 0F: 3 clusters Score -279517.8 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -280008.437500 Penalty: 3815.288330
	Iteration 1F: 3 clusters Score -280008.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -280133.156250 Penalty: 3815.288330
	Iteration 2F: 3 clusters Score -280133.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -280204.062500 Penalty: 3815.288330
	Iteration 3Q: 3 clusters Score -280204.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -280250.312500 Penalty: 3815.288330
	Iteration 4Q: 3 clusters Score -280250.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -280293.187500 Penalty: 3815.288330
	Iteration 5Q: 3 clusters Score -280293.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -280341.281250 Penalty: 3815.288330
	Iteration 6Q: 3 clusters Score -280341.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -280387.437500 Penalty: 3815.288330
	Iteration 7Q: 3 clusters Score -280387.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -280443.531250 Penalty: 3815.288330
	Iteration 8Q: 3 clusters Score -280443.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -280483.250000 Penalty: 3815.288330
	Iteration 9Q: 3 clusters Score -280483.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -280517.875000 Penalty: 3815.288330
	Iteration 10Q: 3 clusters Score -280517.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -280573.531250 Penalty: 3815.288330
	Iteration 11Q: 3 clusters Score -280573.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -280661.437500 Penalty: 3815.288330
	Iteration 12Q: 3 clusters Score -280661.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -280756.968750 Penalty: 3815.288330
	Iteration 13Q: 3 clusters Score -280757 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -280836.250000 Penalty: 3815.288330
	Iteration 14Q: 3 clusters Score -280836.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -280889.875000 Penalty: 3815.288330
	Iteration 15Q: 3 clusters Score -280889.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -280920.312500 Penalty: 3815.288330
	Iteration 16Q: 3 clusters Score -280920.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -280947.531250 Penalty: 3815.288330
	Iteration 17Q: 3 clusters Score -280947.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -280966.281250 Penalty: 3815.288330
	Iteration 18Q: 3 clusters Score -280966.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -280983.812500 Penalty: 3815.288330
	Iteration 19Q: 3 clusters Score -280983.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -280999.281250 Penalty: 3815.288330
	Iteration 20F: 3 clusters Score -280999.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -281009.968750 Penalty: 3815.288330
	Iteration 21Q: 3 clusters Score -281010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -281017.312500 Penalty: 3815.288330
	Iteration 22Q: 3 clusters Score -281017.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -281027.781250 Penalty: 3815.288330
	Iteration 23Q: 3 clusters Score -281027.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -281038.531250 Penalty: 3815.288330
	Iteration 24Q: 3 clusters Score -281038.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -281052.937500 Penalty: 3815.288330
	Iteration 25Q: 3 clusters Score -281052.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -281063.343750 Penalty: 3815.288330
	Iteration 26Q: 3 clusters Score -281063.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -281074.687500 Penalty: 3815.288330
	Iteration 27Q: 3 clusters Score -281074.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -281081.281250 Penalty: 3815.288330
	Iteration 28Q: 3 clusters Score -281081.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -281086.500000 Penalty: 3815.288330
	Iteration 29Q: 3 clusters Score -281086.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -281089.875000 Penalty: 3815.288330
	Iteration 30Q: 3 clusters Score -281089.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -281093.343750 Penalty: 3815.288330
	Iteration 31Q: 3 clusters Score -281093.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -281095.500000 Penalty: 3815.288330
	Iteration 32Q: 3 clusters Score -281095.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -281096.906250 Penalty: 3815.288330
	Iteration 33Q: 3 clusters Score -281096.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -281098.718750 Penalty: 3815.288330
	Iteration 34Q: 3 clusters Score -281098.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -281099.062500 Penalty: 3815.288330
	Iteration 35Q: 3 clusters Score -281099.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -281099.062500 Penalty: 3815.288330
	Iteration 36F: 3 clusters Score -281099.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -52744.347656 Penalty: 1541.718262
	Iteration 0F: 2 clusters Score -52744.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -51425.351562 Penalty: 3083.436523
	Iteration 0F: 3 clusters Score -51425.35 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51798.164062 Penalty: 3083.436523
	Iteration 1F: 3 clusters Score -51798.16 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -52041.734375 Penalty: 3083.436523
	Iteration 2F: 3 clusters Score -52041.73 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -52250.292969 Penalty: 3083.436523
	Iteration 3F: 3 clusters Score -52250.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -52379.742188 Penalty: 3083.436523
	Iteration 4Q: 3 clusters Score -52379.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -52440.289062 Penalty: 3083.436523
	Iteration 5Q: 3 clusters Score -52440.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -52467.710938 Penalty: 3083.436523
	Iteration 6Q: 3 clusters Score -52467.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -52488.445312 Penalty: 3083.436523
	Iteration 7Q: 3 clusters Score -52488.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -52520.371094 Penalty: 3083.436523
	Iteration 8Q: 3 clusters Score -52520.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -52550.269531 Penalty: 3083.436523
	Iteration 9Q: 3 clusters Score -52550.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -52570.527344 Penalty: 3083.436523
	Iteration 10Q: 3 clusters Score -52570.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -52571.730469 Penalty: 3083.436523
	Iteration 11Q: 3 clusters Score -52571.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -52571.730469 Penalty: 3083.436523
	Iteration 12F: 3 clusters Score -52571.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Entering Unmasked Estep 
Score: -1140990.000000 Penalty: 2255.236084
	Iteration 0F: 2 clusters Score -1140990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1133987.000000 Penalty: 4510.472168
	Iteration 0F: 3 clusters Score -1133987 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1135990.250000 Penalty: 4510.472168
	Iteration 1F: 3 clusters Score -1135990 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1136371.125000 Penalty: 4510.472168
	Iteration 2F: 3 clusters Score -1136371 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1136714.750000 Penalty: 4510.472168
	Iteration 3F: 3 clusters Score -1136715 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1137037.250000 Penalty: 4510.472168
	Iteration 4F: 3 clusters Score -1137037 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1137344.000000 Penalty: 4510.472168
	Iteration 5F: 3 clusters Score -1137344 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1137647.000000 Penalty: 4510.472168
	Iteration 6Q: 3 clusters Score -1137647 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1137963.750000 Penalty: 4510.472168
	Iteration 7F: 3 clusters Score -1137964 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1138276.875000 Penalty: 4510.472168
	Iteration 8Q: 3 clusters Score -1138277 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1138519.750000 Penalty: 4510.472168
	Iteration 9Q: 3 clusters Score -1138520 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1138722.750000 Penalty: 4510.472168
	Iteration 10Q: 3 clusters Score -1138723 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1138889.875000 Penalty: 4510.472168
	Iteration 11Q: 3 clusters Score -1138890 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1139026.125000 Penalty: 4510.472168
	Iteration 12Q: 3 clusters Score -1139026 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1139121.125000 Penalty: 4510.472168
	Iteration 13Q: 3 clusters Score -1139121 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1139187.875000 Penalty: 4510.472168
	Iteration 14Q: 3 clusters Score -1139188 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1139250.750000 Penalty: 4510.472168
	Iteration 15Q: 3 clusters Score -1139251 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1139308.750000 Penalty: 4510.472168
	Iteration 16Q: 3 clusters Score -1139309 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1139354.375000 Penalty: 4510.472168
	Iteration 17Q: 3 clusters Score -1139354 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1139392.000000 Penalty: 4510.472168
	Iteration 18Q: 3 clusters Score -1139392 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1139412.375000 Penalty: 4510.472168
	Iteration 19Q: 3 clusters Score -1139412 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1139427.125000 Penalty: 4510.472168
	Iteration 20F: 3 clusters Score -1139427 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1139434.500000 Penalty: 4510.472168
	Iteration 21Q: 3 clusters Score -1139434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1139441.125000 Penalty: 4510.472168
	Iteration 22Q: 3 clusters Score -1139441 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1139447.375000 Penalty: 4510.472168
	Iteration 23Q: 3 clusters Score -1139447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1139452.250000 Penalty: 4510.472168
	Iteration 24Q: 3 clusters Score -1139452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1139458.125000 Penalty: 4510.472168
	Iteration 25Q: 3 clusters Score -1139458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1139459.500000 Penalty: 4510.472168
	Iteration 26Q: 3 clusters Score -1139460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1139463.125000 Penalty: 4510.472168
	Iteration 27Q: 3 clusters Score -1139463 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1139470.125000 Penalty: 4510.472168
	Iteration 28Q: 3 clusters Score -1139470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1139472.000000 Penalty: 4510.472168
	Iteration 29Q: 3 clusters Score -1139472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1139477.500000 Penalty: 4510.472168
	Iteration 30Q: 3 clusters Score -1139478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1139479.875000 Penalty: 4510.472168
	Iteration 31Q: 3 clusters Score -1139480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1139482.625000 Penalty: 4510.472168
	Iteration 32Q: 3 clusters Score -1139483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1139487.500000 Penalty: 4510.472168
	Iteration 33Q: 3 clusters Score -1139488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1139489.375000 Penalty: 4510.472168
	Iteration 34Q: 3 clusters Score -1139489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1139491.750000 Penalty: 4510.472168
	Iteration 35Q: 3 clusters Score -1139492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1139490.875000 Penalty: 4510.472168
	Iteration 36Q: 3 clusters Score -1139491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1139493.750000 Penalty: 4510.472168
	Iteration 37Q: 3 clusters Score -1139494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1139493.375000 Penalty: 4510.472168
	Iteration 38Q: 3 clusters Score -1139493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1139498.250000 Penalty: 4510.472168
	Iteration 39Q: 3 clusters Score -1139498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1139496.500000 Penalty: 4510.472168
	Iteration 40F: 3 clusters Score -1139496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1139501.250000 Penalty: 4510.472168
	Iteration 41Q: 3 clusters Score -1139501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1139498.750000 Penalty: 4510.472168
	Iteration 42Q: 3 clusters Score -1139499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1139499.375000 Penalty: 4510.472168
	Iteration 43Q: 3 clusters Score -1139499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1139500.250000 Penalty: 4510.472168
	Iteration 44Q: 3 clusters Score -1139500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1139500.875000 Penalty: 4510.472168
	Iteration 45Q: 3 clusters Score -1139501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1139500.250000 Penalty: 4510.472168
	Iteration 46Q: 3 clusters Score -1139500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1139500.500000 Penalty: 4510.472168
	Iteration 47Q: 3 clusters Score -1139500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1139500.500000 Penalty: 4510.472168
	Iteration 48F: 3 clusters Score -1139500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -60580.558594 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -60580.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -59006.753906 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -59006.75 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -59290.285156 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -59290.29 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -59476.851562 Penalty: 3127.006592
	Iteration 2F: 3 clusters Score -59476.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -59548.941406 Penalty: 3127.006592
	Iteration 3Q: 3 clusters Score -59548.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -59572.886719 Penalty: 3127.006592
	Iteration 4Q: 3 clusters Score -59572.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -59588.921875 Penalty: 3127.006592
	Iteration 5Q: 3 clusters Score -59588.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -59613.378906 Penalty: 3127.006592
	Iteration 6Q: 3 clusters Score -59613.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -59659.472656 Penalty: 3127.006592
	Iteration 7Q: 3 clusters Score -59659.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -59694.207031 Penalty: 3127.006592
	Iteration 8Q: 3 clusters Score -59694.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -59724.273438 Penalty: 3127.006592
	Iteration 9Q: 3 clusters Score -59724.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -59789.593750 Penalty: 3127.006592
	Iteration 10Q: 3 clusters Score -59789.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -59802.812500 Penalty: 3127.006592
	Iteration 11Q: 3 clusters Score -59802.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -59813.160156 Penalty: 3127.006592
	Iteration 12Q: 3 clusters Score -59813.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -59815.765625 Penalty: 3127.006592
	Iteration 13Q: 3 clusters Score -59815.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -59816.921875 Penalty: 3127.006592
	Iteration 14Q: 3 clusters Score -59816.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -59818.550781 Penalty: 3127.006592
	Iteration 15Q: 3 clusters Score -59818.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -59818.550781 Penalty: 3127.006592
	Iteration 16F: 3 clusters Score -59818.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -32030.804688 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -32030.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -30774.978516 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -30774.98 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -30904.380859 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -30904.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -30983.410156 Penalty: 2856.415283
	Iteration 2F: 3 clusters Score -30983.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31053.308594 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -31053.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -31199.136719 Penalty: 2856.415283
	Iteration 4F: 3 clusters Score -31199.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -31357.634766 Penalty: 2856.415283
	Iteration 5F: 3 clusters Score -31357.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -31512.890625 Penalty: 2856.415283
	Iteration 6Q: 3 clusters Score -31512.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31766.189453 Penalty: 2856.415283
	Iteration 7Q: 3 clusters Score -31766.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -31805.462891 Penalty: 2856.415283
	Iteration 8Q: 3 clusters Score -31805.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31821.859375 Penalty: 2856.415283
	Iteration 9Q: 3 clusters Score -31821.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -31836.904297 Penalty: 2856.415283
	Iteration 10Q: 3 clusters Score -31836.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -31855.447266 Penalty: 2856.415283
	Iteration 11Q: 3 clusters Score -31855.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31867.419922 Penalty: 2856.415283
	Iteration 12Q: 3 clusters Score -31867.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -31883.710938 Penalty: 2856.415283
	Iteration 13Q: 3 clusters Score -31883.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31914.662109 Penalty: 2856.415283
	Iteration 14Q: 3 clusters Score -31914.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -31961.841797 Penalty: 2856.415283
	Iteration 15Q: 3 clusters Score -31961.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -32037.929688 Penalty: 2856.415283
	Iteration 16Q: 3 clusters Score -32037.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -32037.929688 Penalty: 2856.415283
	Iteration 17F: 3 clusters Score -32037.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 24272 members 
Mstep: Class 3 contains 4976 members 
Mstep: Class 4 contains 2191 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8899 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 153 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 116232 members 
Mstep: Class 11 contains 17167 members 
Mstep: Class 12 contains 153235 members 
Mstep: Class 13 contains 164 members 
Mstep: Class 16 contains 95596 members 
Mstep: Class 17 contains 5807 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
Score: -57705384.000000 Penalty: 61452.480469
Splitting cluster 8 changes total score from -57707120.000000 to -57705384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Entering Unmasked Estep 
Score: -70477.359375 Penalty: 1617.843506
	Iteration 0F: 2 clusters Score -70477.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -68869.625000 Penalty: 3235.687012
	Iteration 0F: 3 clusters Score -68869.62 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -69255.320312 Penalty: 3235.687012
	Iteration 1F: 3 clusters Score -69255.32 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -69415.085938 Penalty: 3235.687012
	Iteration 2F: 3 clusters Score -69415.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -69505.218750 Penalty: 3235.687012
	Iteration 3Q: 3 clusters Score -69505.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -69565.414062 Penalty: 3235.687012
	Iteration 4Q: 3 clusters Score -69565.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -69623.031250 Penalty: 3235.687012
	Iteration 5Q: 3 clusters Score -69623.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -69660.828125 Penalty: 3235.687012
	Iteration 6Q: 3 clusters Score -69660.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -69709.187500 Penalty: 3235.687012
	Iteration 7Q: 3 clusters Score -69709.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -69742.359375 Penalty: 3235.687012
	Iteration 8Q: 3 clusters Score -69742.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -69753.132812 Penalty: 3235.687012
	Iteration 9Q: 3 clusters Score -69753.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -69764.484375 Penalty: 3235.687012
	Iteration 10Q: 3 clusters Score -69764.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -69775.703125 Penalty: 3235.687012
	Iteration 11Q: 3 clusters Score -69775.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -69786.703125 Penalty: 3235.687012
	Iteration 12Q: 3 clusters Score -69786.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -69793.718750 Penalty: 3235.687012
	Iteration 13Q: 3 clusters Score -69793.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -69797.671875 Penalty: 3235.687012
	Iteration 14Q: 3 clusters Score -69797.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -69799.492188 Penalty: 3235.687012
	Iteration 15Q: 3 clusters Score -69799.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -69805.218750 Penalty: 3235.687012
	Iteration 16Q: 3 clusters Score -69805.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -69806.539062 Penalty: 3235.687012
	Iteration 17Q: 3 clusters Score -69806.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -69810.437500 Penalty: 3235.687012
	Iteration 18Q: 3 clusters Score -69810.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -69819.617188 Penalty: 3235.687012
	Iteration 19Q: 3 clusters Score -69819.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -69822.906250 Penalty: 3235.687012
	Iteration 20F: 3 clusters Score -69822.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -69827.093750 Penalty: 3235.687012
	Iteration 21Q: 3 clusters Score -69827.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -69832.140625 Penalty: 3235.687012
	Iteration 22Q: 3 clusters Score -69832.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -69835.210938 Penalty: 3235.687012
	Iteration 23Q: 3 clusters Score -69835.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -69836.679688 Penalty: 3235.687012
	Iteration 24Q: 3 clusters Score -69836.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -69838.132812 Penalty: 3235.687012
	Iteration 25Q: 3 clusters Score -69838.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -69838.921875 Penalty: 3235.687012
	Iteration 26Q: 3 clusters Score -69838.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -69838.921875 Penalty: 3235.687012
	Iteration 27F: 3 clusters Score -69838.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (116232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116232 members 
Entering Unmasked Estep 
Score: -14780620.000000 Penalty: 2892.509277
	Iteration 0F: 2 clusters Score -1.478062e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58099 members 
Mstep: Class 2 contains 58133 members 
Entering Unmasked Estep 
Score: -14702700.000000 Penalty: 5785.018555
	Iteration 0F: 3 clusters Score -1.47027e+07 nChanged 55330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58555 members 
Mstep: Class 2 contains 57677 members 
Entering Unmasked Estep 
Score: -14734491.000000 Penalty: 5785.018555
	Iteration 1F: 3 clusters Score -1.473449e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58864 members 
Mstep: Class 2 contains 57368 members 
Entering Unmasked Estep 
Score: -14735468.000000 Penalty: 5785.018555
	Iteration 2Q: 3 clusters Score -1.473547e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59284 members 
Mstep: Class 2 contains 56948 members 
Entering Unmasked Estep 
Score: -14736552.000000 Penalty: 5785.018555
	Iteration 3Q: 3 clusters Score -1.473655e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60017 members 
Mstep: Class 2 contains 56215 members 
Entering Unmasked Estep 
Score: -14738150.000000 Penalty: 5785.018555
	Iteration 4Q: 3 clusters Score -1.473815e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60904 members 
Mstep: Class 2 contains 55328 members 
Entering Unmasked Estep 
Score: -14740289.000000 Penalty: 5785.018555
	Iteration 5Q: 3 clusters Score -1.474029e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61955 members 
Mstep: Class 2 contains 54277 members 
Entering Unmasked Estep 
Score: -14743322.000000 Penalty: 5785.018555
	Iteration 6Q: 3 clusters Score -1.474332e+07 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62935 members 
Mstep: Class 2 contains 53297 members 
Entering Unmasked Estep 
Score: -14747640.000000 Penalty: 5785.018555
	Iteration 7F: 3 clusters Score -1.474764e+07 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63625 members 
Mstep: Class 2 contains 52607 members 
Entering Unmasked Estep 
Score: -14752685.000000 Penalty: 5785.018555
	Iteration 8F: 3 clusters Score -1.475268e+07 nChanged 7383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63870 members 
Mstep: Class 2 contains 52362 members 
Entering Unmasked Estep 
Score: -14758061.000000 Penalty: 5785.018555
	Iteration 9F: 3 clusters Score -1.475806e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63838 members 
Mstep: Class 2 contains 52394 members 
Entering Unmasked Estep 
Score: -14762000.000000 Penalty: 5785.018555
	Iteration 10F: 3 clusters Score -1.4762e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63736 members 
Mstep: Class 2 contains 52496 members 
Entering Unmasked Estep 
Score: -14764174.000000 Penalty: 5785.018555
	Iteration 11Q: 3 clusters Score -1.476417e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63659 members 
Mstep: Class 2 contains 52573 members 
Entering Unmasked Estep 
Score: -14765471.000000 Penalty: 5785.018555
	Iteration 12Q: 3 clusters Score -1.476547e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63450 members 
Mstep: Class 2 contains 52782 members 
Entering Unmasked Estep 
Score: -14766593.000000 Penalty: 5785.018555
	Iteration 13Q: 3 clusters Score -1.476659e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63367 members 
Mstep: Class 2 contains 52865 members 
Entering Unmasked Estep 
Score: -14767566.000000 Penalty: 5785.018555
	Iteration 14Q: 3 clusters Score -1.476757e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63213 members 
Mstep: Class 2 contains 53019 members 
Entering Unmasked Estep 
Score: -14768513.000000 Penalty: 5785.018555
	Iteration 15Q: 3 clusters Score -1.476851e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62929 members 
Mstep: Class 2 contains 53303 members 
Entering Unmasked Estep 
Score: -14769388.000000 Penalty: 5785.018555
	Iteration 16Q: 3 clusters Score -1.476939e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62644 members 
Mstep: Class 2 contains 53588 members 
Entering Unmasked Estep 
Score: -14770204.000000 Penalty: 5785.018555
	Iteration 17Q: 3 clusters Score -1.47702e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62401 members 
Mstep: Class 2 contains 53831 members 
Entering Unmasked Estep 
Score: -14770921.000000 Penalty: 5785.018555
	Iteration 18Q: 3 clusters Score -1.477092e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62190 members 
Mstep: Class 2 contains 54042 members 
Entering Unmasked Estep 
Score: -14771422.000000 Penalty: 5785.018555
	Iteration 19Q: 3 clusters Score -1.477142e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62057 members 
Mstep: Class 2 contains 54175 members 
Entering Unmasked Estep 
Score: -14771760.000000 Penalty: 5785.018555
	Iteration 20F: 3 clusters Score -1.477176e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61960 members 
Mstep: Class 2 contains 54272 members 
Entering Unmasked Estep 
Score: -14771994.000000 Penalty: 5785.018555
	Iteration 21Q: 3 clusters Score -1.477199e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61946 members 
Mstep: Class 2 contains 54286 members 
Entering Unmasked Estep 
Score: -14772188.000000 Penalty: 5785.018555
	Iteration 22Q: 3 clusters Score -1.477219e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61897 members 
Mstep: Class 2 contains 54335 members 
Entering Unmasked Estep 
Score: -14772350.000000 Penalty: 5785.018555
	Iteration 23Q: 3 clusters Score -1.477235e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61879 members 
Mstep: Class 2 contains 54353 members 
Entering Unmasked Estep 
Score: -14772416.000000 Penalty: 5785.018555
	Iteration 24Q: 3 clusters Score -1.477242e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61896 members 
Mstep: Class 2 contains 54336 members 
Entering Unmasked Estep 
Score: -14772452.000000 Penalty: 5785.018555
	Iteration 25Q: 3 clusters Score -1.477245e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61939 members 
Mstep: Class 2 contains 54293 members 
Entering Unmasked Estep 
Score: -14772568.000000 Penalty: 5785.018555
	Iteration 26Q: 3 clusters Score -1.477257e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61963 members 
Mstep: Class 2 contains 54269 members 
Entering Unmasked Estep 
Score: -14772608.000000 Penalty: 5785.018555
	Iteration 27Q: 3 clusters Score -1.477261e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62006 members 
Mstep: Class 2 contains 54226 members 
Entering Unmasked Estep 
Score: -14772635.000000 Penalty: 5785.018555
	Iteration 28Q: 3 clusters Score -1.477264e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62037 members 
Mstep: Class 2 contains 54195 members 
Entering Unmasked Estep 
Score: -14772633.000000 Penalty: 5785.018555
	Iteration 29Q: 3 clusters Score -1.477263e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62091 members 
Mstep: Class 2 contains 54141 members 
Entering Unmasked Estep 
Score: -14772606.000000 Penalty: 5785.018555
	Iteration 30Q: 3 clusters Score -1.477261e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62141 members 
Mstep: Class 2 contains 54091 members 
Entering Unmasked Estep 
Score: -14772607.000000 Penalty: 5785.018555
	Iteration 31Q: 3 clusters Score -1.477261e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62177 members 
Mstep: Class 2 contains 54055 members 
Entering Unmasked Estep 
Score: -14772613.000000 Penalty: 5785.018555
	Iteration 32Q: 3 clusters Score -1.477261e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62224 members 
Mstep: Class 2 contains 54008 members 
Entering Unmasked Estep 
Score: -14772631.000000 Penalty: 5785.018555
	Iteration 33Q: 3 clusters Score -1.477263e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62288 members 
Mstep: Class 2 contains 53944 members 
Entering Unmasked Estep 
Score: -14772656.000000 Penalty: 5785.018555
	Iteration 34Q: 3 clusters Score -1.477266e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62364 members 
Mstep: Class 2 contains 53868 members 
Entering Unmasked Estep 
Score: -14772661.000000 Penalty: 5785.018555
	Iteration 35Q: 3 clusters Score -1.477266e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62418 members 
Mstep: Class 2 contains 53814 members 
Entering Unmasked Estep 
Score: -14772658.000000 Penalty: 5785.018555
	Iteration 36Q: 3 clusters Score -1.477266e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62480 members 
Mstep: Class 2 contains 53752 members 
Entering Unmasked Estep 
Score: -14772646.000000 Penalty: 5785.018555
	Iteration 37Q: 3 clusters Score -1.477265e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62513 members 
Mstep: Class 2 contains 53719 members 
Entering Unmasked Estep 
Score: -14772654.000000 Penalty: 5785.018555
	Iteration 38Q: 3 clusters Score -1.477265e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62556 members 
Mstep: Class 2 contains 53676 members 
Entering Unmasked Estep 
Score: -14772626.000000 Penalty: 5785.018555
	Iteration 39Q: 3 clusters Score -1.477263e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62588 members 
Mstep: Class 2 contains 53644 members 
Entering Unmasked Estep 
Score: -14772639.000000 Penalty: 5785.018555
	Iteration 40F: 3 clusters Score -1.477264e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62623 members 
Mstep: Class 2 contains 53609 members 
Entering Unmasked Estep 
Score: -14772641.000000 Penalty: 5785.018555
	Iteration 41Q: 3 clusters Score -1.477264e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62671 members 
Mstep: Class 2 contains 53561 members 
Entering Unmasked Estep 
Score: -14772647.000000 Penalty: 5785.018555
	Iteration 42Q: 3 clusters Score -1.477265e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62715 members 
Mstep: Class 2 contains 53517 members 
Entering Unmasked Estep 
Score: -14772627.000000 Penalty: 5785.018555
	Iteration 43Q: 3 clusters Score -1.477263e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62752 members 
Mstep: Class 2 contains 53480 members 
Entering Unmasked Estep 
Score: -14772626.000000 Penalty: 5785.018555
	Iteration 44Q: 3 clusters Score -1.477263e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62786 members 
Mstep: Class 2 contains 53446 members 
Entering Unmasked Estep 
Score: -14772639.000000 Penalty: 5785.018555
	Iteration 45Q: 3 clusters Score -1.477264e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62829 members 
Mstep: Class 2 contains 53403 members 
Entering Unmasked Estep 
Score: -14772632.000000 Penalty: 5785.018555
	Iteration 46Q: 3 clusters Score -1.477263e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62878 members 
Mstep: Class 2 contains 53354 members 
Entering Unmasked Estep 
Score: -14772637.000000 Penalty: 5785.018555
	Iteration 47Q: 3 clusters Score -1.477264e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62926 members 
Mstep: Class 2 contains 53306 members 
Entering Unmasked Estep 
Score: -14772628.000000 Penalty: 5785.018555
	Iteration 48Q: 3 clusters Score -1.477263e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62974 members 
Mstep: Class 2 contains 53258 members 
Entering Unmasked Estep 
Score: -14772619.000000 Penalty: 5785.018555
	Iteration 49Q: 3 clusters Score -1.477262e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63023 members 
Mstep: Class 2 contains 53209 members 
Entering Unmasked Estep 
Score: -14772622.000000 Penalty: 5785.018555
	Iteration 50Q: 3 clusters Score -1.477262e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63073 members 
Mstep: Class 2 contains 53159 members 
Entering Unmasked Estep 
Score: -14772633.000000 Penalty: 5785.018555
	Iteration 51Q: 3 clusters Score -1.477263e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63115 members 
Mstep: Class 2 contains 53117 members 
Entering Unmasked Estep 
Score: -14772612.000000 Penalty: 5785.018555
	Iteration 52Q: 3 clusters Score -1.477261e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63146 members 
Mstep: Class 2 contains 53086 members 
Entering Unmasked Estep 
Score: -14772629.000000 Penalty: 5785.018555
	Iteration 53Q: 3 clusters Score -1.477263e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63174 members 
Mstep: Class 2 contains 53058 members 
Entering Unmasked Estep 
Score: -14772631.000000 Penalty: 5785.018555
	Iteration 54Q: 3 clusters Score -1.477263e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63198 members 
Mstep: Class 2 contains 53034 members 
Entering Unmasked Estep 
Score: -14772620.000000 Penalty: 5785.018555
	Iteration 55Q: 3 clusters Score -1.477262e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63218 members 
Mstep: Class 2 contains 53014 members 
Entering Unmasked Estep 
Score: -14772619.000000 Penalty: 5785.018555
	Iteration 56Q: 3 clusters Score -1.477262e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63232 members 
Mstep: Class 2 contains 53000 members 
Entering Unmasked Estep 
Score: -14772613.000000 Penalty: 5785.018555
	Iteration 57Q: 3 clusters Score -1.477261e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63251 members 
Mstep: Class 2 contains 52981 members 
Entering Unmasked Estep 
Score: -14772623.000000 Penalty: 5785.018555
	Iteration 58Q: 3 clusters Score -1.477262e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63270 members 
Mstep: Class 2 contains 52962 members 
Entering Unmasked Estep 
Score: -14772609.000000 Penalty: 5785.018555
	Iteration 59Q: 3 clusters Score -1.477261e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63296 members 
Mstep: Class 2 contains 52936 members 
Entering Unmasked Estep 
Score: -14772616.000000 Penalty: 5785.018555
	Iteration 60F: 3 clusters Score -1.477262e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63328 members 
Mstep: Class 2 contains 52904 members 
Entering Unmasked Estep 
Score: -14772644.000000 Penalty: 5785.018555
	Iteration 61Q: 3 clusters Score -1.477264e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63350 members 
Mstep: Class 2 contains 52882 members 
Entering Unmasked Estep 
Score: -14772656.000000 Penalty: 5785.018555
	Iteration 62Q: 3 clusters Score -1.477266e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63366 members 
Mstep: Class 2 contains 52866 members 
Entering Unmasked Estep 
Score: -14772642.000000 Penalty: 5785.018555
	Iteration 63Q: 3 clusters Score -1.477264e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63378 members 
Mstep: Class 2 contains 52854 members 
Entering Unmasked Estep 
Score: -14772643.000000 Penalty: 5785.018555
	Iteration 64Q: 3 clusters Score -1.477264e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63392 members 
Mstep: Class 2 contains 52840 members 
Entering Unmasked Estep 
Score: -14772641.000000 Penalty: 5785.018555
	Iteration 65Q: 3 clusters Score -1.477264e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63401 members 
Mstep: Class 2 contains 52831 members 
Entering Unmasked Estep 
Score: -14772620.000000 Penalty: 5785.018555
	Iteration 66Q: 3 clusters Score -1.477262e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63414 members 
Mstep: Class 2 contains 52818 members 
Entering Unmasked Estep 
Score: -14772627.000000 Penalty: 5785.018555
	Iteration 67Q: 3 clusters Score -1.477263e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63425 members 
Mstep: Class 2 contains 52807 members 
Entering Unmasked Estep 
Score: -14772649.000000 Penalty: 5785.018555
	Iteration 68Q: 3 clusters Score -1.477265e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63434 members 
Mstep: Class 2 contains 52798 members 
Entering Unmasked Estep 
Score: -14772647.000000 Penalty: 5785.018555
	Iteration 69Q: 3 clusters Score -1.477265e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63445 members 
Mstep: Class 2 contains 52787 members 
Entering Unmasked Estep 
Score: -14772632.000000 Penalty: 5785.018555
	Iteration 70Q: 3 clusters Score -1.477263e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63453 members 
Mstep: Class 2 contains 52779 members 
Entering Unmasked Estep 
Score: -14772630.000000 Penalty: 5785.018555
	Iteration 71Q: 3 clusters Score -1.477263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63457 members 
Mstep: Class 2 contains 52775 members 
Entering Unmasked Estep 
Score: -14772625.000000 Penalty: 5785.018555
	Iteration 72Q: 3 clusters Score -1.477262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63459 members 
Mstep: Class 2 contains 52773 members 
Entering Unmasked Estep 
Score: -14772627.000000 Penalty: 5785.018555
	Iteration 73Q: 3 clusters Score -1.477263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63461 members 
Mstep: Class 2 contains 52771 members 
Entering Unmasked Estep 
Score: -14772627.000000 Penalty: 5785.018555
	Iteration 74Q: 3 clusters Score -1.477263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63464 members 
Mstep: Class 2 contains 52768 members 
Entering Unmasked Estep 
Score: -14772627.000000 Penalty: 5785.018555
	Iteration 75Q: 3 clusters Score -1.477263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63465 members 
Mstep: Class 2 contains 52767 members 
Entering Unmasked Estep 
Score: -14772627.000000 Penalty: 5785.018555
	Iteration 76Q: 3 clusters Score -1.477263e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63465 members 
Mstep: Class 2 contains 52767 members 
Entering Unmasked Estep 
Score: -14772627.000000 Penalty: 5785.018555
	Iteration 77F: 3 clusters Score -1.477263e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Entering Unmasked Estep 
Score: -2125379.250000 Penalty: 2418.184570
	Iteration 0F: 2 clusters Score -2125379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2113042.750000 Penalty: 4836.369141
	Iteration 0F: 3 clusters Score -2113043 nChanged 7506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2117006.250000 Penalty: 4836.369141
	Iteration 1F: 3 clusters Score -2117006 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2117724.000000 Penalty: 4836.369141
	Iteration 2F: 3 clusters Score -2117724 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2119026.000000 Penalty: 4836.369141
	Iteration 3F: 3 clusters Score -2119026 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -2120945.000000 Penalty: 4836.369141
	Iteration 4F: 3 clusters Score -2120945 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -2122854.250000 Penalty: 4836.369141
	Iteration 5F: 3 clusters Score -2122854 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2124106.250000 Penalty: 4836.369141
	Iteration 6F: 3 clusters Score -2124106 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -2124674.750000 Penalty: 4836.369141
	Iteration 7Q: 3 clusters Score -2124675 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -2124875.500000 Penalty: 4836.369141
	Iteration 8Q: 3 clusters Score -2124876 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2124941.500000 Penalty: 4836.369141
	Iteration 9Q: 3 clusters Score -2124942 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -2124968.750000 Penalty: 4836.369141
	Iteration 10Q: 3 clusters Score -2124969 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2124991.750000 Penalty: 4836.369141
	Iteration 11Q: 3 clusters Score -2124992 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -2124997.250000 Penalty: 4836.369141
	Iteration 12Q: 3 clusters Score -2124997 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -2125010.000000 Penalty: 4836.369141
	Iteration 13Q: 3 clusters Score -2125010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -2125011.250000 Penalty: 4836.369141
	Iteration 14Q: 3 clusters Score -2125011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -2125017.500000 Penalty: 4836.369141
	Iteration 15Q: 3 clusters Score -2125018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2125023.000000 Penalty: 4836.369141
	Iteration 16Q: 3 clusters Score -2125023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -2125025.250000 Penalty: 4836.369141
	Iteration 17Q: 3 clusters Score -2125025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -2125026.500000 Penalty: 4836.369141
	Iteration 18Q: 3 clusters Score -2125026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -2125028.000000 Penalty: 4836.369141
	Iteration 19Q: 3 clusters Score -2125028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2125031.000000 Penalty: 4836.369141
	Iteration 20F: 3 clusters Score -2125031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -2125030.750000 Penalty: 4836.369141
	Iteration 21Q: 3 clusters Score -2125031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -2125033.000000 Penalty: 4836.369141
	Iteration 22Q: 3 clusters Score -2125033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -2125035.250000 Penalty: 4836.369141
	Iteration 23Q: 3 clusters Score -2125035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -2125035.250000 Penalty: 4836.369141
	Iteration 24Q: 3 clusters Score -2125035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -2125037.250000 Penalty: 4836.369141
	Iteration 25Q: 3 clusters Score -2125037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -2125042.500000 Penalty: 4836.369141
	Iteration 26Q: 3 clusters Score -2125042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2125041.500000 Penalty: 4836.369141
	Iteration 27Q: 3 clusters Score -2125042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -2125044.250000 Penalty: 4836.369141
	Iteration 28Q: 3 clusters Score -2125044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -2125043.500000 Penalty: 4836.369141
	Iteration 29Q: 3 clusters Score -2125044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -2125044.500000 Penalty: 4836.369141
	Iteration 30Q: 3 clusters Score -2125044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -2125044.250000 Penalty: 4836.369141
	Iteration 31Q: 3 clusters Score -2125044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -2125044.250000 Penalty: 4836.369141
	Iteration 32F: 3 clusters Score -2125044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (153235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153235 members 
Entering Unmasked Estep 
Score: -19377886.000000 Penalty: 2961.052490
	Iteration 0F: 2 clusters Score -1.937789e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76517 members 
Mstep: Class 2 contains 76718 members 
Entering Unmasked Estep 
Score: -19275634.000000 Penalty: 5922.104980
	Iteration 0F: 3 clusters Score -1.927563e+07 nChanged 73331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76688 members 
Mstep: Class 2 contains 76547 members 
Entering Unmasked Estep 
Score: -19318534.000000 Penalty: 5922.104980
	Iteration 1F: 3 clusters Score -1.931853e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76484 members 
Mstep: Class 2 contains 76751 members 
Entering Unmasked Estep 
Score: -19319448.000000 Penalty: 5922.104980
	Iteration 2Q: 3 clusters Score -1.931945e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76094 members 
Mstep: Class 2 contains 77141 members 
Entering Unmasked Estep 
Score: -19320534.000000 Penalty: 5922.104980
	Iteration 3Q: 3 clusters Score -1.932053e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75610 members 
Mstep: Class 2 contains 77625 members 
Entering Unmasked Estep 
Score: -19321486.000000 Penalty: 5922.104980
	Iteration 4Q: 3 clusters Score -1.932149e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74929 members 
Mstep: Class 2 contains 78306 members 
Entering Unmasked Estep 
Score: -19322670.000000 Penalty: 5922.104980
	Iteration 5Q: 3 clusters Score -1.932267e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73792 members 
Mstep: Class 2 contains 79443 members 
Entering Unmasked Estep 
Score: -19323954.000000 Penalty: 5922.104980
	Iteration 6Q: 3 clusters Score -1.932395e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72003 members 
Mstep: Class 2 contains 81232 members 
Entering Unmasked Estep 
Score: -19325434.000000 Penalty: 5922.104980
	Iteration 7Q: 3 clusters Score -1.932543e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69302 members 
Mstep: Class 2 contains 83933 members 
Entering Unmasked Estep 
Score: -19327366.000000 Penalty: 5922.104980
	Iteration 8Q: 3 clusters Score -1.932737e+07 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65509 members 
Mstep: Class 2 contains 87726 members 
Entering Unmasked Estep 
Score: -19329678.000000 Penalty: 5922.104980
	Iteration 9Q: 3 clusters Score -1.932968e+07 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60619 members 
Mstep: Class 2 contains 92616 members 
Entering Unmasked Estep 
Score: -19332870.000000 Penalty: 5922.104980
	Iteration 10Q: 3 clusters Score -1.933287e+07 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54622 members 
Mstep: Class 2 contains 98613 members 
Entering Unmasked Estep 
Score: -19336964.000000 Penalty: 5922.104980
	Iteration 11F: 3 clusters Score -1.933696e+07 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 105170 members 
Entering Unmasked Estep 
Score: -19341804.000000 Penalty: 5922.104980
	Iteration 12F: 3 clusters Score -1.93418e+07 nChanged 7745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 111623 members 
Entering Unmasked Estep 
Score: -19346530.000000 Penalty: 5922.104980
	Iteration 13F: 3 clusters Score -1.934653e+07 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 117460 members 
Entering Unmasked Estep 
Score: -19350882.000000 Penalty: 5922.104980
	Iteration 14Q: 3 clusters Score -1.935088e+07 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 122493 members 
Entering Unmasked Estep 
Score: -19354702.000000 Penalty: 5922.104980
	Iteration 15Q: 3 clusters Score -1.93547e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 126867 members 
Entering Unmasked Estep 
Score: -19357754.000000 Penalty: 5922.104980
	Iteration 16Q: 3 clusters Score -1.935775e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 130882 members 
Entering Unmasked Estep 
Score: -19360154.000000 Penalty: 5922.104980
	Iteration 17Q: 3 clusters Score -1.936015e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 134610 members 
Entering Unmasked Estep 
Score: -19362292.000000 Penalty: 5922.104980
	Iteration 18Q: 3 clusters Score -1.936229e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 138051 members 
Entering Unmasked Estep 
Score: -19364494.000000 Penalty: 5922.104980
	Iteration 19Q: 3 clusters Score -1.936449e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 141188 members 
Entering Unmasked Estep 
Score: -19366624.000000 Penalty: 5922.104980
	Iteration 20F: 3 clusters Score -1.936662e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 143993 members 
Entering Unmasked Estep 
Score: -19368594.000000 Penalty: 5922.104980
	Iteration 21Q: 3 clusters Score -1.936859e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 146507 members 
Entering Unmasked Estep 
Score: -19370472.000000 Penalty: 5922.104980
	Iteration 22Q: 3 clusters Score -1.937047e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 148518 members 
Entering Unmasked Estep 
Score: -19371970.000000 Penalty: 5922.104980
	Iteration 23Q: 3 clusters Score -1.937197e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 150087 members 
Entering Unmasked Estep 
Score: -19373112.000000 Penalty: 5922.104980
	Iteration 24Q: 3 clusters Score -1.937311e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 151250 members 
Entering Unmasked Estep 
Score: -19374016.000000 Penalty: 5922.104980
	Iteration 25Q: 3 clusters Score -1.937402e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 151949 members 
Entering Unmasked Estep 
Score: -19374624.000000 Penalty: 5922.104980
	Iteration 26Q: 3 clusters Score -1.937462e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 152324 members 
Entering Unmasked Estep 
Score: -19374932.000000 Penalty: 5922.104980
	Iteration 27Q: 3 clusters Score -1.937493e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 152499 members 
Entering Unmasked Estep 
Score: -19375066.000000 Penalty: 5922.104980
	Iteration 28Q: 3 clusters Score -1.937507e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 152613 members 
Entering Unmasked Estep 
Score: -19375128.000000 Penalty: 5922.104980
	Iteration 29Q: 3 clusters Score -1.937513e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 152669 members 
Entering Unmasked Estep 
Score: -19375204.000000 Penalty: 5922.104980
	Iteration 30Q: 3 clusters Score -1.93752e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 152713 members 
Entering Unmasked Estep 
Score: -19375254.000000 Penalty: 5922.104980
	Iteration 31Q: 3 clusters Score -1.937525e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 152741 members 
Entering Unmasked Estep 
Score: -19375292.000000 Penalty: 5922.104980
	Iteration 32Q: 3 clusters Score -1.937529e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 152758 members 
Entering Unmasked Estep 
Score: -19375318.000000 Penalty: 5922.104980
	Iteration 33Q: 3 clusters Score -1.937532e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 152768 members 
Entering Unmasked Estep 
Score: -19375322.000000 Penalty: 5922.104980
	Iteration 34Q: 3 clusters Score -1.937532e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 152774 members 
Entering Unmasked Estep 
Score: -19375324.000000 Penalty: 5922.104980
	Iteration 35Q: 3 clusters Score -1.937532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 152780 members 
Entering Unmasked Estep 
Score: -19375328.000000 Penalty: 5922.104980
	Iteration 36Q: 3 clusters Score -1.937533e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 152789 members 
Entering Unmasked Estep 
Score: -19375338.000000 Penalty: 5922.104980
	Iteration 37Q: 3 clusters Score -1.937534e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 152799 members 
Entering Unmasked Estep 
Score: -19375346.000000 Penalty: 5922.104980
	Iteration 38Q: 3 clusters Score -1.937535e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 152800 members 
Entering Unmasked Estep 
Score: -19375360.000000 Penalty: 5922.104980
	Iteration 39Q: 3 clusters Score -1.937536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 152805 members 
Entering Unmasked Estep 
Score: -19375358.000000 Penalty: 5922.104980
	Iteration 40F: 3 clusters Score -1.937536e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 152807 members 
Entering Unmasked Estep 
Score: -19375372.000000 Penalty: 5922.104980
	Iteration 41Q: 3 clusters Score -1.937537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 152809 members 
Entering Unmasked Estep 
Score: -19375376.000000 Penalty: 5922.104980
	Iteration 42Q: 3 clusters Score -1.937538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 152810 members 
Entering Unmasked Estep 
Score: -19375384.000000 Penalty: 5922.104980
	Iteration 43Q: 3 clusters Score -1.937538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 152811 members 
Entering Unmasked Estep 
Score: -19375388.000000 Penalty: 5922.104980
	Iteration 44Q: 3 clusters Score -1.937539e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 152813 members 
Entering Unmasked Estep 
Score: -19375394.000000 Penalty: 5922.104980
	Iteration 45Q: 3 clusters Score -1.937539e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 152817 members 
Entering Unmasked Estep 
Score: -19375392.000000 Penalty: 5922.104980
	Iteration 46Q: 3 clusters Score -1.937539e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 152818 members 
Entering Unmasked Estep 
Score: -19375388.000000 Penalty: 5922.104980
	Iteration 47Q: 3 clusters Score -1.937539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 152819 members 
Entering Unmasked Estep 
Score: -19375402.000000 Penalty: 5922.104980
	Iteration 48Q: 3 clusters Score -1.93754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 152820 members 
Entering Unmasked Estep 
Score: -19375400.000000 Penalty: 5922.104980
	Iteration 49Q: 3 clusters Score -1.93754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 152820 members 
Entering Unmasked Estep 
Score: -19375400.000000 Penalty: 5922.104980
	Iteration 50F: 3 clusters Score -1.93754e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (95596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95596 members 
Entering Unmasked Estep 
Score: -12289513.000000 Penalty: 2844.035645
	Iteration 0F: 2 clusters Score -1.228951e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47972 members 
Mstep: Class 2 contains 47624 members 
Entering Unmasked Estep 
Score: -12225758.000000 Penalty: 5688.071289
	Iteration 0F: 3 clusters Score -1.222576e+07 nChanged 44982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48710 members 
Mstep: Class 2 contains 46886 members 
Entering Unmasked Estep 
Score: -12251199.000000 Penalty: 5688.071289
	Iteration 1F: 3 clusters Score -1.22512e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49151 members 
Mstep: Class 2 contains 46445 members 
Entering Unmasked Estep 
Score: -12251839.000000 Penalty: 5688.071289
	Iteration 2Q: 3 clusters Score -1.225184e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49821 members 
Mstep: Class 2 contains 45775 members 
Entering Unmasked Estep 
Score: -12252484.000000 Penalty: 5688.071289
	Iteration 3Q: 3 clusters Score -1.225248e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50863 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -12253320.000000 Penalty: 5688.071289
	Iteration 4Q: 3 clusters Score -1.225332e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52422 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -12254162.000000 Penalty: 5688.071289
	Iteration 5Q: 3 clusters Score -1.225416e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54750 members 
Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
Score: -12255370.000000 Penalty: 5688.071289
	Iteration 6Q: 3 clusters Score -1.225537e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58118 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -12257229.000000 Penalty: 5688.071289
	Iteration 7Q: 3 clusters Score -1.225723e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62689 members 
Mstep: Class 2 contains 32907 members 
Entering Unmasked Estep 
Score: -12260140.000000 Penalty: 5688.071289
	Iteration 8F: 3 clusters Score -1.226014e+07 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68674 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -12264349.000000 Penalty: 5688.071289
	Iteration 9F: 3 clusters Score -1.226435e+07 nChanged 7063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75731 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -12270133.000000 Penalty: 5688.071289
	Iteration 10F: 3 clusters Score -1.227013e+07 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82842 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -12276363.000000 Penalty: 5688.071289
	Iteration 11F: 3 clusters Score -1.227636e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88441 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -12281313.000000 Penalty: 5688.071289
	Iteration 12F: 3 clusters Score -1.228131e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91894 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -12284187.000000 Penalty: 5688.071289
	Iteration 13Q: 3 clusters Score -1.228419e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93708 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -12285621.000000 Penalty: 5688.071289
	Iteration 14Q: 3 clusters Score -1.228562e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94503 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -12286253.000000 Penalty: 5688.071289
	Iteration 15Q: 3 clusters Score -1.228625e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94869 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -12286551.000000 Penalty: 5688.071289
	Iteration 16Q: 3 clusters Score -1.228655e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95040 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -12286732.000000 Penalty: 5688.071289
	Iteration 17Q: 3 clusters Score -1.228673e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95126 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -12286830.000000 Penalty: 5688.071289
	Iteration 18Q: 3 clusters Score -1.228683e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95177 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -12286895.000000 Penalty: 5688.071289
	Iteration 19Q: 3 clusters Score -1.22869e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95202 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -12286911.000000 Penalty: 5688.071289
	Iteration 20F: 3 clusters Score -1.228691e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95218 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -12286953.000000 Penalty: 5688.071289
	Iteration 21Q: 3 clusters Score -1.228695e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95238 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -12286988.000000 Penalty: 5688.071289
	Iteration 22Q: 3 clusters Score -1.228699e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95246 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -12287006.000000 Penalty: 5688.071289
	Iteration 23Q: 3 clusters Score -1.228701e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95254 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -12287018.000000 Penalty: 5688.071289
	Iteration 24Q: 3 clusters Score -1.228702e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95266 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -12287031.000000 Penalty: 5688.071289
	Iteration 25Q: 3 clusters Score -1.228703e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95269 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -12287038.000000 Penalty: 5688.071289
	Iteration 26Q: 3 clusters Score -1.228704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95273 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -12287044.000000 Penalty: 5688.071289
	Iteration 27Q: 3 clusters Score -1.228704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95277 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -12287048.000000 Penalty: 5688.071289
	Iteration 28Q: 3 clusters Score -1.228705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95280 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -12287054.000000 Penalty: 5688.071289
	Iteration 29Q: 3 clusters Score -1.228705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95281 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -12287071.000000 Penalty: 5688.071289
	Iteration 30Q: 3 clusters Score -1.228707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95282 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -12287072.000000 Penalty: 5688.071289
	Iteration 31Q: 3 clusters Score -1.228707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95282 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -12287066.000000 Penalty: 5688.071289
	Iteration 32Q: 3 clusters Score -1.228707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95287 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -12287072.000000 Penalty: 5688.071289
	Iteration 33Q: 3 clusters Score -1.228707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95292 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -12287085.000000 Penalty: 5688.071289
	Iteration 34Q: 3 clusters Score -1.228708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95293 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -12287088.000000 Penalty: 5688.071289
	Iteration 35Q: 3 clusters Score -1.228709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95294 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -12287087.000000 Penalty: 5688.071289
	Iteration 36Q: 3 clusters Score -1.228709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95295 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -12287095.000000 Penalty: 5688.071289
	Iteration 37Q: 3 clusters Score -1.22871e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95295 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -12287095.000000 Penalty: 5688.071289
	Iteration 38F: 3 clusters Score -1.22871e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Entering Unmasked Estep 
Score: -740672.000000 Penalty: 2149.371338
	Iteration 0F: 2 clusters Score -740672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -735615.125000 Penalty: 4298.742676
	Iteration 0F: 3 clusters Score -735615.1 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -736846.937500 Penalty: 4298.742676
	Iteration 1F: 3 clusters Score -736846.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -737044.937500 Penalty: 4298.742676
	Iteration 2F: 3 clusters Score -737044.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -737181.562500 Penalty: 4298.742676
	Iteration 3Q: 3 clusters Score -737181.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -737299.437500 Penalty: 4298.742676
	Iteration 4Q: 3 clusters Score -737299.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -737419.562500 Penalty: 4298.742676
	Iteration 5Q: 3 clusters Score -737419.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -737530.125000 Penalty: 4298.742676
	Iteration 6Q: 3 clusters Score -737530.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -737667.312500 Penalty: 4298.742676
	Iteration 7Q: 3 clusters Score -737667.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -737815.625000 Penalty: 4298.742676
	Iteration 8Q: 3 clusters Score -737815.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -737965.750000 Penalty: 4298.742676
	Iteration 9Q: 3 clusters Score -737965.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -738102.375000 Penalty: 4298.742676
	Iteration 10Q: 3 clusters Score -738102.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -738240.750000 Penalty: 4298.742676
	Iteration 11Q: 3 clusters Score -738240.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -738357.187500 Penalty: 4298.742676
	Iteration 12Q: 3 clusters Score -738357.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -738454.500000 Penalty: 4298.742676
	Iteration 13Q: 3 clusters Score -738454.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -738546.625000 Penalty: 4298.742676
	Iteration 14Q: 3 clusters Score -738546.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -738606.312500 Penalty: 4298.742676
	Iteration 15Q: 3 clusters Score -738606.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -738658.312500 Penalty: 4298.742676
	Iteration 16Q: 3 clusters Score -738658.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -738694.125000 Penalty: 4298.742676
	Iteration 17Q: 3 clusters Score -738694.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -738724.812500 Penalty: 4298.742676
	Iteration 18Q: 3 clusters Score -738724.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -738749.562500 Penalty: 4298.742676
	Iteration 19Q: 3 clusters Score -738749.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -738772.187500 Penalty: 4298.742676
	Iteration 20F: 3 clusters Score -738772.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -738792.562500 Penalty: 4298.742676
	Iteration 21Q: 3 clusters Score -738792.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -738801.625000 Penalty: 4298.742676
	Iteration 22Q: 3 clusters Score -738801.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -738808.875000 Penalty: 4298.742676
	Iteration 23Q: 3 clusters Score -738808.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -738815.375000 Penalty: 4298.742676
	Iteration 24Q: 3 clusters Score -738815.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -738817.000000 Penalty: 4298.742676
	Iteration 25Q: 3 clusters Score -738817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -738818.750000 Penalty: 4298.742676
	Iteration 26Q: 3 clusters Score -738818.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -738820.125000 Penalty: 4298.742676
	Iteration 27Q: 3 clusters Score -738820.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -738819.062500 Penalty: 4298.742676
	Iteration 28Q: 3 clusters Score -738819.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -738819.062500 Penalty: 4298.742676
	Iteration 29F: 3 clusters Score -738819.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Entering Unmasked Estep 
Score: -678289.375000 Penalty: 2124.127441
	Iteration 0F: 2 clusters Score -678289.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -673656.937500 Penalty: 4248.254883
	Iteration 0F: 3 clusters Score -673656.9 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -674727.812500 Penalty: 4248.254883
	Iteration 1F: 3 clusters Score -674727.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -674926.812500 Penalty: 4248.254883
	Iteration 2F: 3 clusters Score -674926.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -675045.562500 Penalty: 4248.254883
	Iteration 3Q: 3 clusters Score -675045.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -675129.125000 Penalty: 4248.254883
	Iteration 4Q: 3 clusters Score -675129.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -675196.187500 Penalty: 4248.254883
	Iteration 5Q: 3 clusters Score -675196.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -675234.125000 Penalty: 4248.254883
	Iteration 6Q: 3 clusters Score -675234.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -675262.375000 Penalty: 4248.254883
	Iteration 7Q: 3 clusters Score -675262.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -675286.062500 Penalty: 4248.254883
	Iteration 8Q: 3 clusters Score -675286.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -675306.625000 Penalty: 4248.254883
	Iteration 9Q: 3 clusters Score -675306.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -675323.187500 Penalty: 4248.254883
	Iteration 10Q: 3 clusters Score -675323.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -675340.000000 Penalty: 4248.254883
	Iteration 11Q: 3 clusters Score -675340 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -675355.500000 Penalty: 4248.254883
	Iteration 12Q: 3 clusters Score -675355.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -675368.000000 Penalty: 4248.254883
	Iteration 13Q: 3 clusters Score -675368 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -675377.937500 Penalty: 4248.254883
	Iteration 14Q: 3 clusters Score -675377.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -675383.500000 Penalty: 4248.254883
	Iteration 15Q: 3 clusters Score -675383.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -675391.250000 Penalty: 4248.254883
	Iteration 16Q: 3 clusters Score -675391.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -675398.812500 Penalty: 4248.254883
	Iteration 17Q: 3 clusters Score -675398.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -675403.750000 Penalty: 4248.254883
	Iteration 18Q: 3 clusters Score -675403.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -675412.000000 Penalty: 4248.254883
	Iteration 19Q: 3 clusters Score -675412 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -675424.812500 Penalty: 4248.254883
	Iteration 20F: 3 clusters Score -675424.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -675432.562500 Penalty: 4248.254883
	Iteration 21Q: 3 clusters Score -675432.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -675439.000000 Penalty: 4248.254883
	Iteration 22Q: 3 clusters Score -675439 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -675446.500000 Penalty: 4248.254883
	Iteration 23Q: 3 clusters Score -675446.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -675452.250000 Penalty: 4248.254883
	Iteration 24Q: 3 clusters Score -675452.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -675456.500000 Penalty: 4248.254883
	Iteration 25Q: 3 clusters Score -675456.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -675460.875000 Penalty: 4248.254883
	Iteration 26Q: 3 clusters Score -675460.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -675465.125000 Penalty: 4248.254883
	Iteration 27Q: 3 clusters Score -675465.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -675468.625000 Penalty: 4248.254883
	Iteration 28Q: 3 clusters Score -675468.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -675473.437500 Penalty: 4248.254883
	Iteration 29Q: 3 clusters Score -675473.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -675480.437500 Penalty: 4248.254883
	Iteration 30Q: 3 clusters Score -675480.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -675486.312500 Penalty: 4248.254883
	Iteration 31Q: 3 clusters Score -675486.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -675489.625000 Penalty: 4248.254883
	Iteration 32Q: 3 clusters Score -675489.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -675491.812500 Penalty: 4248.254883
	Iteration 33Q: 3 clusters Score -675491.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -675494.250000 Penalty: 4248.254883
	Iteration 34Q: 3 clusters Score -675494.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -675494.625000 Penalty: 4248.254883
	Iteration 35Q: 3 clusters Score -675494.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -675496.625000 Penalty: 4248.254883
	Iteration 36Q: 3 clusters Score -675496.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -675497.000000 Penalty: 4248.254883
	Iteration 37Q: 3 clusters Score -675497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -675496.375000 Penalty: 4248.254883
	Iteration 38Q: 3 clusters Score -675496.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -675496.375000 Penalty: 4248.254883
	Iteration 39Q: 3 clusters Score -675496.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -675497.375000 Penalty: 4248.254883
	Iteration 40F: 3 clusters Score -675497.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -675500.375000 Penalty: 4248.254883
	Iteration 41Q: 3 clusters Score -675500.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -675500.187500 Penalty: 4248.254883
	Iteration 42Q: 3 clusters Score -675500.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -675501.687500 Penalty: 4248.254883
	Iteration 43Q: 3 clusters Score -675501.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -675502.125000 Penalty: 4248.254883
	Iteration 44Q: 3 clusters Score -675502.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -675501.000000 Penalty: 4248.254883
	Iteration 45Q: 3 clusters Score -675501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -675502.437500 Penalty: 4248.254883
	Iteration 46Q: 3 clusters Score -675502.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -675502.687500 Penalty: 4248.254883
	Iteration 47Q: 3 clusters Score -675502.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -675502.937500 Penalty: 4248.254883
	Iteration 48Q: 3 clusters Score -675502.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -675502.937500 Penalty: 4248.254883
	Iteration 49F: 3 clusters Score -675502.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Entering Unmasked Estep 
Score: -134493.671875 Penalty: 1731.519775
	Iteration 0F: 2 clusters Score -134493.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -132505.078125 Penalty: 3463.039551
	Iteration 0F: 3 clusters Score -132505.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -132786.578125 Penalty: 3463.039551
	Iteration 1F: 3 clusters Score -132786.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -132859.203125 Penalty: 3463.039551
	Iteration 2F: 3 clusters Score -132859.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -132904.015625 Penalty: 3463.039551
	Iteration 3Q: 3 clusters Score -132904 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -132931.218750 Penalty: 3463.039551
	Iteration 4Q: 3 clusters Score -132931.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -132949.531250 Penalty: 3463.039551
	Iteration 5Q: 3 clusters Score -132949.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -132975.687500 Penalty: 3463.039551
	Iteration 6Q: 3 clusters Score -132975.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -133003.171875 Penalty: 3463.039551
	Iteration 7Q: 3 clusters Score -133003.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -133027.656250 Penalty: 3463.039551
	Iteration 8Q: 3 clusters Score -133027.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -133047.984375 Penalty: 3463.039551
	Iteration 9Q: 3 clusters Score -133048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -133065.640625 Penalty: 3463.039551
	Iteration 10Q: 3 clusters Score -133065.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -133079.765625 Penalty: 3463.039551
	Iteration 11Q: 3 clusters Score -133079.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -133094.421875 Penalty: 3463.039551
	Iteration 12Q: 3 clusters Score -133094.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -133111.812500 Penalty: 3463.039551
	Iteration 13Q: 3 clusters Score -133111.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -133127.968750 Penalty: 3463.039551
	Iteration 14Q: 3 clusters Score -133128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -133153.906250 Penalty: 3463.039551
	Iteration 15Q: 3 clusters Score -133153.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -133222.546875 Penalty: 3463.039551
	Iteration 16Q: 3 clusters Score -133222.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -133339.390625 Penalty: 3463.039551
	Iteration 17Q: 3 clusters Score -133339.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -133450.531250 Penalty: 3463.039551
	Iteration 18Q: 3 clusters Score -133450.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -133517.921875 Penalty: 3463.039551
	Iteration 19Q: 3 clusters Score -133517.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -133586.390625 Penalty: 3463.039551
	Iteration 20F: 3 clusters Score -133586.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -133641.656250 Penalty: 3463.039551
	Iteration 21Q: 3 clusters Score -133641.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -133689.000000 Penalty: 3463.039551
	Iteration 22Q: 3 clusters Score -133689 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -133733.625000 Penalty: 3463.039551
	Iteration 23Q: 3 clusters Score -133733.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -133764.453125 Penalty: 3463.039551
	Iteration 24Q: 3 clusters Score -133764.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -133776.703125 Penalty: 3463.039551
	Iteration 25Q: 3 clusters Score -133776.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -133781.031250 Penalty: 3463.039551
	Iteration 26Q: 3 clusters Score -133781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -133786.703125 Penalty: 3463.039551
	Iteration 27Q: 3 clusters Score -133786.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -133793.343750 Penalty: 3463.039551
	Iteration 28Q: 3 clusters Score -133793.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -133795.781250 Penalty: 3463.039551
	Iteration 29Q: 3 clusters Score -133795.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -133797.734375 Penalty: 3463.039551
	Iteration 30Q: 3 clusters Score -133797.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -133798.171875 Penalty: 3463.039551
	Iteration 31Q: 3 clusters Score -133798.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -133798.171875 Penalty: 3463.039551
	Iteration 32F: 3 clusters Score -133798.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Entering Unmasked Estep 
Score: -228208.203125 Penalty: 1863.264526
	Iteration 0F: 2 clusters Score -228208.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -225699.343750 Penalty: 3726.529053
	Iteration 0F: 3 clusters Score -225699.3 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -226151.984375 Penalty: 3726.529053
	Iteration 1F: 3 clusters Score -226152 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -226296.140625 Penalty: 3726.529053
	Iteration 2F: 3 clusters Score -226296.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -226411.875000 Penalty: 3726.529053
	Iteration 3F: 3 clusters Score -226411.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -226514.734375 Penalty: 3726.529053
	Iteration 4Q: 3 clusters Score -226514.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -226640.250000 Penalty: 3726.529053
	Iteration 5Q: 3 clusters Score -226640.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -226772.203125 Penalty: 3726.529053
	Iteration 6Q: 3 clusters Score -226772.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -226889.921875 Penalty: 3726.529053
	Iteration 7Q: 3 clusters Score -226889.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -227034.531250 Penalty: 3726.529053
	Iteration 8Q: 3 clusters Score -227034.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -227138.250000 Penalty: 3726.529053
	Iteration 9Q: 3 clusters Score -227138.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -227242.656250 Penalty: 3726.529053
	Iteration 10Q: 3 clusters Score -227242.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -227315.484375 Penalty: 3726.529053
	Iteration 11Q: 3 clusters Score -227315.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -227369.187500 Penalty: 3726.529053
	Iteration 12Q: 3 clusters Score -227369.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -227399.218750 Penalty: 3726.529053
	Iteration 13Q: 3 clusters Score -227399.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -227423.640625 Penalty: 3726.529053
	Iteration 14Q: 3 clusters Score -227423.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -227433.343750 Penalty: 3726.529053
	Iteration 15Q: 3 clusters Score -227433.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -227441.500000 Penalty: 3726.529053
	Iteration 16Q: 3 clusters Score -227441.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -227450.593750 Penalty: 3726.529053
	Iteration 17Q: 3 clusters Score -227450.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -227461.656250 Penalty: 3726.529053
	Iteration 18Q: 3 clusters Score -227461.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -227475.265625 Penalty: 3726.529053
	Iteration 19Q: 3 clusters Score -227475.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -227481.546875 Penalty: 3726.529053
	Iteration 20F: 3 clusters Score -227481.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -227489.531250 Penalty: 3726.529053
	Iteration 21Q: 3 clusters Score -227489.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -227506.359375 Penalty: 3726.529053
	Iteration 22Q: 3 clusters Score -227506.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -227517.875000 Penalty: 3726.529053
	Iteration 23Q: 3 clusters Score -227517.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -227539.937500 Penalty: 3726.529053
	Iteration 24Q: 3 clusters Score -227539.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -227554.343750 Penalty: 3726.529053
	Iteration 25Q: 3 clusters Score -227554.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -227574.250000 Penalty: 3726.529053
	Iteration 26Q: 3 clusters Score -227574.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -227586.609375 Penalty: 3726.529053
	Iteration 27Q: 3 clusters Score -227586.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -227596.687500 Penalty: 3726.529053
	Iteration 28Q: 3 clusters Score -227596.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -227603.546875 Penalty: 3726.529053
	Iteration 29Q: 3 clusters Score -227603.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -227606.046875 Penalty: 3726.529053
	Iteration 30Q: 3 clusters Score -227606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -227608.671875 Penalty: 3726.529053
	Iteration 31Q: 3 clusters Score -227608.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -227610.671875 Penalty: 3726.529053
	Iteration 32Q: 3 clusters Score -227610.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -227612.500000 Penalty: 3726.529053
	Iteration 33Q: 3 clusters Score -227612.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -227613.796875 Penalty: 3726.529053
	Iteration 34Q: 3 clusters Score -227613.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -227615.984375 Penalty: 3726.529053
	Iteration 35Q: 3 clusters Score -227616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -227617.875000 Penalty: 3726.529053
	Iteration 36Q: 3 clusters Score -227617.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -227618.718750 Penalty: 3726.529053
	Iteration 37Q: 3 clusters Score -227618.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -227619.187500 Penalty: 3726.529053
	Iteration 38Q: 3 clusters Score -227619.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -227619.187500 Penalty: 3726.529053
	Iteration 39F: 3 clusters Score -227619.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -102643.890625 Penalty: 1699.879883
	Iteration 0F: 2 clusters Score -102643.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -100799.320312 Penalty: 3399.759766
	Iteration 0F: 3 clusters Score -100799.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -101133.351562 Penalty: 3399.759766
	Iteration 1F: 3 clusters Score -101133.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -101295.929688 Penalty: 3399.759766
	Iteration 2F: 3 clusters Score -101295.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -101479.023438 Penalty: 3399.759766
	Iteration 3F: 3 clusters Score -101479 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -101719.500000 Penalty: 3399.759766
	Iteration 4Q: 3 clusters Score -101719.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -102011.664062 Penalty: 3399.759766
	Iteration 5F: 3 clusters Score -102011.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -102232.156250 Penalty: 3399.759766
	Iteration 6Q: 3 clusters Score -102232.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -102391.023438 Penalty: 3399.759766
	Iteration 7Q: 3 clusters Score -102391 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -102603.882812 Penalty: 3399.759766
	Iteration 8Q: 3 clusters Score -102603.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -103021.593750 Penalty: 3399.759766
	Iteration 9Q: 3 clusters Score -103021.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -103166.421875 Penalty: 3399.759766
	Iteration 10Q: 3 clusters Score -103166.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -103222.609375 Penalty: 3399.759766
	Iteration 11Q: 3 clusters Score -103222.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -103256.023438 Penalty: 3399.759766
	Iteration 12Q: 3 clusters Score -103256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -103273.937500 Penalty: 3399.759766
	Iteration 13Q: 3 clusters Score -103273.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -103288.843750 Penalty: 3399.759766
	Iteration 14Q: 3 clusters Score -103288.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -103300.039062 Penalty: 3399.759766
	Iteration 15Q: 3 clusters Score -103300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -103311.273438 Penalty: 3399.759766
	Iteration 16Q: 3 clusters Score -103311.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -103312.937500 Penalty: 3399.759766
	Iteration 17F: 3 clusters Score -103312.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -103324.843750 Penalty: 3399.759766
	Iteration 18Q: 3 clusters Score -103324.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -103331.796875 Penalty: 3399.759766
	Iteration 19Q: 3 clusters Score -103331.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -103338.531250 Penalty: 3399.759766
	Iteration 20F: 3 clusters Score -103338.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -103346.765625 Penalty: 3399.759766
	Iteration 21Q: 3 clusters Score -103346.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -103359.429688 Penalty: 3399.759766
	Iteration 22Q: 3 clusters Score -103359.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -103365.398438 Penalty: 3399.759766
	Iteration 23Q: 3 clusters Score -103365.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -103367.773438 Penalty: 3399.759766
	Iteration 24Q: 3 clusters Score -103367.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -103367.773438 Penalty: 3399.759766
	Iteration 25F: 3 clusters Score -103367.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 24272 members 
Mstep: Class 3 contains 4976 members 
Mstep: Class 4 contains 2191 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8899 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 116232 members 
Mstep: Class 11 contains 17167 members 
Mstep: Class 12 contains 153235 members 
Mstep: Class 13 contains 328 members 
Mstep: Class 16 contains 95596 members 
Mstep: Class 17 contains 5807 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 620 members 
Entering Unmasked Estep 
Score: -57706396.000000 Penalty: 61452.480469
Splitting cluster 22 changes total score from -57707120.000000 to -57706396.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 24272 members 
Mstep: Class 3 contains 4976 members 
Mstep: Class 4 contains 2191 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8899 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 116232 members 
Mstep: Class 11 contains 17167 members 
Mstep: Class 12 contains 153235 members 
Mstep: Class 16 contains 95596 members 
Mstep: Class 17 contains 5807 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707208.000000 Penalty: 58218.136719
Iteration 279Q: 19 clusters Score -5.770721e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 24275 members 
Mstep: Class 3 contains 4988 members 
Mstep: Class 4 contains 2191 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8900 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 115878 members 
Mstep: Class 11 contains 17174 members 
Mstep: Class 12 contains 153565 members 
Mstep: Class 16 contains 95587 members 
Mstep: Class 17 contains 5815 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707240.000000 Penalty: 58218.136719
Iteration 280F: 19 clusters Score -5.770724e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 24285 members 
Mstep: Class 3 contains 4995 members 
Mstep: Class 4 contains 2190 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8902 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 115542 members 
Mstep: Class 11 contains 17180 members 
Mstep: Class 12 contains 153874 members 
Mstep: Class 16 contains 95565 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 18 contains 5242 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707204.000000 Penalty: 58218.136719
Iteration 281Q: 19 clusters Score -5.77072e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 24302 members 
Mstep: Class 3 contains 4997 members 
Mstep: Class 4 contains 2188 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8904 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 115182 members 
Mstep: Class 11 contains 17183 members 
Mstep: Class 12 contains 154195 members 
Mstep: Class 16 contains 95553 members 
Mstep: Class 17 contains 5828 members 
Mstep: Class 18 contains 5244 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707188.000000 Penalty: 58218.136719
Iteration 282Q: 19 clusters Score -5.770719e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 24317 members 
Mstep: Class 3 contains 5004 members 
Mstep: Class 4 contains 2184 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8904 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 114853 members 
Mstep: Class 11 contains 17195 members 
Mstep: Class 12 contains 154480 members 
Mstep: Class 16 contains 95552 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 5242 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707296.000000 Penalty: 58218.136719
Iteration 283Q: 19 clusters Score -5.77073e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 24333 members 
Mstep: Class 3 contains 5014 members 
Mstep: Class 4 contains 2179 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8905 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 114529 members 
Mstep: Class 11 contains 17205 members 
Mstep: Class 12 contains 154750 members 
Mstep: Class 16 contains 95550 members 
Mstep: Class 17 contains 5836 members 
Mstep: Class 18 contains 5244 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707292.000000 Penalty: 58218.136719
Iteration 284Q: 19 clusters Score -5.770729e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 24352 members 
Mstep: Class 3 contains 5020 members 
Mstep: Class 4 contains 2171 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8908 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 114226 members 
Mstep: Class 11 contains 17209 members 
Mstep: Class 12 contains 155012 members 
Mstep: Class 16 contains 95549 members 
Mstep: Class 17 contains 5838 members 
Mstep: Class 18 contains 5246 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707220.000000 Penalty: 58218.136719
Iteration 285Q: 19 clusters Score -5.770722e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 24370 members 
Mstep: Class 3 contains 5033 members 
Mstep: Class 4 contains 2163 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8913 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 113923 members 
Mstep: Class 11 contains 17213 members 
Mstep: Class 12 contains 155269 members 
Mstep: Class 16 contains 95551 members 
Mstep: Class 17 contains 5835 members 
Mstep: Class 18 contains 5247 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707124.000000 Penalty: 58218.136719
Iteration 286Q: 19 clusters Score -5.770712e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 24396 members 
Mstep: Class 3 contains 5039 members 
Mstep: Class 4 contains 2158 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8916 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 113608 members 
Mstep: Class 11 contains 17221 members 
Mstep: Class 12 contains 155523 members 
Mstep: Class 16 contains 95554 members 
Mstep: Class 17 contains 5839 members 
Mstep: Class 18 contains 5247 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707156.000000 Penalty: 58218.136719
Iteration 287Q: 19 clusters Score -5.770716e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 24412 members 
Mstep: Class 3 contains 5044 members 
Mstep: Class 4 contains 2146 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8920 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 113285 members 
Mstep: Class 11 contains 17230 members 
Mstep: Class 12 contains 155813 members 
Mstep: Class 16 contains 95550 members 
Mstep: Class 17 contains 5843 members 
Mstep: Class 18 contains 5240 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707072.000000 Penalty: 58218.136719
Iteration 288Q: 19 clusters Score -5.770707e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 24425 members 
Mstep: Class 3 contains 5049 members 
Mstep: Class 4 contains 2133 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8921 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 112944 members 
Mstep: Class 11 contains 17239 members 
Mstep: Class 12 contains 156134 members 
Mstep: Class 16 contains 95548 members 
Mstep: Class 17 contains 5843 members 
Mstep: Class 18 contains 5231 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707132.000000 Penalty: 58218.136719
Iteration 289Q: 19 clusters Score -5.770713e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 24435 members 
Mstep: Class 3 contains 5053 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8921 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 112584 members 
Mstep: Class 11 contains 17246 members 
Mstep: Class 12 contains 156483 members 
Mstep: Class 16 contains 95541 members 
Mstep: Class 17 contains 5845 members 
Mstep: Class 18 contains 5227 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707280.000000 Penalty: 58218.136719
Iteration 290Q: 19 clusters Score -5.770728e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 24445 members 
Mstep: Class 3 contains 5060 members 
Mstep: Class 4 contains 2105 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8927 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 112190 members 
Mstep: Class 11 contains 17259 members 
Mstep: Class 12 contains 156844 members 
Mstep: Class 16 contains 95539 members 
Mstep: Class 17 contains 5849 members 
Mstep: Class 18 contains 5227 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707340.000000 Penalty: 58218.136719
Iteration 291Q: 19 clusters Score -5.770734e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 24457 members 
Mstep: Class 3 contains 5067 members 
Mstep: Class 4 contains 2083 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8929 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 111776 members 
Mstep: Class 11 contains 17279 members 
Mstep: Class 12 contains 157214 members 
Mstep: Class 16 contains 95548 members 
Mstep: Class 17 contains 5853 members 
Mstep: Class 18 contains 5225 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707268.000000 Penalty: 58218.136719
Iteration 292Q: 19 clusters Score -5.770727e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 24478 members 
Mstep: Class 3 contains 5072 members 
Mstep: Class 4 contains 2066 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8933 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 111362 members 
Mstep: Class 11 contains 17292 members 
Mstep: Class 12 contains 157608 members 
Mstep: Class 16 contains 95534 members 
Mstep: Class 17 contains 5856 members 
Mstep: Class 18 contains 5224 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707324.000000 Penalty: 58218.136719
Iteration 293Q: 19 clusters Score -5.770732e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 24489 members 
Mstep: Class 3 contains 5085 members 
Mstep: Class 4 contains 2048 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8939 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 110902 members 
Mstep: Class 11 contains 17304 members 
Mstep: Class 12 contains 158046 members 
Mstep: Class 16 contains 95514 members 
Mstep: Class 17 contains 5865 members 
Mstep: Class 18 contains 5225 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707348.000000 Penalty: 58218.136719
Iteration 294Q: 19 clusters Score -5.770735e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 24498 members 
Mstep: Class 3 contains 5103 members 
Mstep: Class 4 contains 2025 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8943 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 110421 members 
Mstep: Class 11 contains 17315 members 
Mstep: Class 12 contains 158501 members 
Mstep: Class 16 contains 95507 members 
Mstep: Class 17 contains 5867 members 
Mstep: Class 18 contains 5224 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707384.000000 Penalty: 58218.136719
Iteration 295Q: 19 clusters Score -5.770738e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 24499 members 
Mstep: Class 3 contains 5122 members 
Mstep: Class 4 contains 1998 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8947 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 109952 members 
Mstep: Class 11 contains 17330 members 
Mstep: Class 12 contains 158972 members 
Mstep: Class 16 contains 95486 members 
Mstep: Class 17 contains 5871 members 
Mstep: Class 18 contains 5222 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707672.000000 Penalty: 58218.136719
Iteration 296Q: 19 clusters Score -5.770767e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 24503 members 
Mstep: Class 3 contains 5143 members 
Mstep: Class 4 contains 1970 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8950 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 109465 members 
Mstep: Class 11 contains 17350 members 
Mstep: Class 12 contains 159423 members 
Mstep: Class 16 contains 95474 members 
Mstep: Class 17 contains 5881 members 
Mstep: Class 18 contains 5226 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707764.000000 Penalty: 58218.136719
Iteration 297Q: 19 clusters Score -5.770776e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 24505 members 
Mstep: Class 3 contains 5152 members 
Mstep: Class 4 contains 1950 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8955 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 108949 members 
Mstep: Class 11 contains 17364 members 
Mstep: Class 12 contains 159915 members 
Mstep: Class 16 contains 95465 members 
Mstep: Class 17 contains 5891 members 
Mstep: Class 18 contains 5220 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707780.000000 Penalty: 58218.136719
Iteration 298Q: 19 clusters Score -5.770778e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 24515 members 
Mstep: Class 3 contains 5161 members 
Mstep: Class 4 contains 1939 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8960 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 108412 members 
Mstep: Class 11 contains 17375 members 
Mstep: Class 12 contains 160420 members 
Mstep: Class 16 contains 95454 members 
Mstep: Class 17 contains 5897 members 
Mstep: Class 18 contains 5220 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707776.000000 Penalty: 58218.136719
Iteration 299Q: 19 clusters Score -5.770778e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 24515 members 
Mstep: Class 3 contains 5175 members 
Mstep: Class 4 contains 1921 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8963 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 107880 members 
Mstep: Class 11 contains 17384 members 
Mstep: Class 12 contains 160947 members 
Mstep: Class 16 contains 95431 members 
Mstep: Class 17 contains 5903 members 
Mstep: Class 18 contains 5219 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707756.000000 Penalty: 58218.136719
Iteration 300F: 19 clusters Score -5.770776e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 24514 members 
Mstep: Class 3 contains 5192 members 
Mstep: Class 4 contains 1902 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8969 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 107415 members 
Mstep: Class 11 contains 17397 members 
Mstep: Class 12 contains 161416 members 
Mstep: Class 16 contains 95409 members 
Mstep: Class 17 contains 5909 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707756.000000 Penalty: 58218.136719
Iteration 301Q: 19 clusters Score -5.770776e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 24519 members 
Mstep: Class 3 contains 5203 members 
Mstep: Class 4 contains 1876 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8973 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 106952 members 
Mstep: Class 11 contains 17412 members 
Mstep: Class 12 contains 161884 members 
Mstep: Class 16 contains 95388 members 
Mstep: Class 17 contains 5911 members 
Mstep: Class 18 contains 5225 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707832.000000 Penalty: 58218.136719
Iteration 302Q: 19 clusters Score -5.770783e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 24531 members 
Mstep: Class 3 contains 5214 members 
Mstep: Class 4 contains 1855 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8974 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 106498 members 
Mstep: Class 11 contains 17426 members 
Mstep: Class 12 contains 162311 members 
Mstep: Class 16 contains 95379 members 
Mstep: Class 17 contains 5916 members 
Mstep: Class 18 contains 5230 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707852.000000 Penalty: 58218.136719
Iteration 303Q: 19 clusters Score -5.770785e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 24539 members 
Mstep: Class 3 contains 5220 members 
Mstep: Class 4 contains 1834 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8975 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 106053 members 
Mstep: Class 11 contains 17438 members 
Mstep: Class 12 contains 162741 members 
Mstep: Class 16 contains 95360 members 
Mstep: Class 17 contains 5921 members 
Mstep: Class 18 contains 5236 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707816.000000 Penalty: 58218.136719
Iteration 304Q: 19 clusters Score -5.770782e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 24550 members 
Mstep: Class 3 contains 5223 members 
Mstep: Class 4 contains 1813 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8978 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 105612 members 
Mstep: Class 11 contains 17450 members 
Mstep: Class 12 contains 163148 members 
Mstep: Class 16 contains 95352 members 
Mstep: Class 17 contains 5927 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707920.000000 Penalty: 58218.136719
Iteration 305Q: 19 clusters Score -5.770792e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 24570 members 
Mstep: Class 3 contains 5230 members 
Mstep: Class 4 contains 1788 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8980 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 105174 members 
Mstep: Class 11 contains 17464 members 
Mstep: Class 12 contains 163559 members 
Mstep: Class 16 contains 95339 members 
Mstep: Class 17 contains 5932 members 
Mstep: Class 18 contains 5242 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707788.000000 Penalty: 58218.136719
Iteration 306Q: 19 clusters Score -5.770779e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 24593 members 
Mstep: Class 3 contains 5242 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8985 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 104722 members 
Mstep: Class 11 contains 17479 members 
Mstep: Class 12 contains 163972 members 
Mstep: Class 16 contains 95326 members 
Mstep: Class 17 contains 5935 members 
Mstep: Class 18 contains 5246 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707816.000000 Penalty: 58218.136719
Iteration 307Q: 19 clusters Score -5.770782e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 24612 members 
Mstep: Class 3 contains 5255 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 104283 members 
Mstep: Class 11 contains 17499 members 
Mstep: Class 12 contains 164367 members 
Mstep: Class 16 contains 95318 members 
Mstep: Class 17 contains 5937 members 
Mstep: Class 18 contains 5247 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707892.000000 Penalty: 58218.136719
Iteration 308Q: 19 clusters Score -5.770789e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 24627 members 
Mstep: Class 3 contains 5265 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 8995 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 103841 members 
Mstep: Class 11 contains 17515 members 
Mstep: Class 12 contains 164761 members 
Mstep: Class 16 contains 95315 members 
Mstep: Class 17 contains 5941 members 
Mstep: Class 18 contains 5248 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707912.000000 Penalty: 58218.136719
Iteration 309Q: 19 clusters Score -5.770791e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 24636 members 
Mstep: Class 3 contains 5272 members 
Mstep: Class 4 contains 1703 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9001 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 103397 members 
Mstep: Class 11 contains 17533 members 
Mstep: Class 12 contains 165167 members 
Mstep: Class 16 contains 95306 members 
Mstep: Class 17 contains 5947 members 
Mstep: Class 18 contains 5247 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707920.000000 Penalty: 58218.136719
Iteration 310Q: 19 clusters Score -5.770792e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 24651 members 
Mstep: Class 3 contains 5284 members 
Mstep: Class 4 contains 1688 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9004 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 102950 members 
Mstep: Class 11 contains 17548 members 
Mstep: Class 12 contains 165567 members 
Mstep: Class 16 contains 95297 members 
Mstep: Class 17 contains 5953 members 
Mstep: Class 18 contains 5244 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707912.000000 Penalty: 58218.136719
Iteration 311Q: 19 clusters Score -5.770791e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 24668 members 
Mstep: Class 3 contains 5293 members 
Mstep: Class 4 contains 1671 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9010 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 102556 members 
Mstep: Class 11 contains 17559 members 
Mstep: Class 12 contains 165904 members 
Mstep: Class 16 contains 95298 members 
Mstep: Class 17 contains 5956 members 
Mstep: Class 18 contains 5241 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707972.000000 Penalty: 58218.136719
Iteration 312Q: 19 clusters Score -5.770797e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 24675 members 
Mstep: Class 3 contains 5302 members 
Mstep: Class 4 contains 1639 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9011 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 102214 members 
Mstep: Class 11 contains 17575 members 
Mstep: Class 12 contains 166235 members 
Mstep: Class 16 contains 95290 members 
Mstep: Class 17 contains 5962 members 
Mstep: Class 18 contains 5239 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707996.000000 Penalty: 58218.136719
Iteration 313Q: 19 clusters Score -5.7708e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 24694 members 
Mstep: Class 3 contains 5309 members 
Mstep: Class 4 contains 1610 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9015 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 101866 members 
Mstep: Class 11 contains 17594 members 
Mstep: Class 12 contains 166556 members 
Mstep: Class 16 contains 95280 members 
Mstep: Class 17 contains 5964 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707952.000000 Penalty: 58218.136719
Iteration 314Q: 19 clusters Score -5.770795e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 24720 members 
Mstep: Class 3 contains 5321 members 
Mstep: Class 4 contains 1589 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9021 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 101476 members 
Mstep: Class 11 contains 17611 members 
Mstep: Class 12 contains 166907 members 
Mstep: Class 16 contains 95266 members 
Mstep: Class 17 contains 5968 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707880.000000 Penalty: 58218.136719
Iteration 315Q: 19 clusters Score -5.770788e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 24734 members 
Mstep: Class 3 contains 5329 members 
Mstep: Class 4 contains 1569 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9026 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 101091 members 
Mstep: Class 11 contains 17621 members 
Mstep: Class 12 contains 167275 members 
Mstep: Class 16 contains 95268 members 
Mstep: Class 17 contains 5971 members 
Mstep: Class 18 contains 5248 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707784.000000 Penalty: 58218.136719
Iteration 316Q: 19 clusters Score -5.770778e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 24741 members 
Mstep: Class 3 contains 5331 members 
Mstep: Class 4 contains 1547 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9030 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 100748 members 
Mstep: Class 11 contains 17633 members 
Mstep: Class 12 contains 167623 members 
Mstep: Class 16 contains 95261 members 
Mstep: Class 17 contains 5974 members 
Mstep: Class 18 contains 5251 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707792.000000 Penalty: 58218.136719
Iteration 317Q: 19 clusters Score -5.770779e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 24745 members 
Mstep: Class 3 contains 5331 members 
Mstep: Class 4 contains 1528 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9028 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 100405 members 
Mstep: Class 11 contains 17649 members 
Mstep: Class 12 contains 168005 members 
Mstep: Class 16 contains 95240 members 
Mstep: Class 17 contains 5973 members 
Mstep: Class 18 contains 5250 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707832.000000 Penalty: 58218.136719
Iteration 318Q: 19 clusters Score -5.770783e+07 nChanged 547
Entering ConstructFrom: 
Score: -57707832.000000 Penalty: 58218.136719
Entering ConstructFrom: 
Trying to split cluster 1 (21358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Entering Unmasked Estep 
Score: -2743963.500000 Penalty: 2472.357178
	Iteration 0F: 2 clusters Score -2743964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -2729036.250000 Penalty: 4944.714355
	Iteration 0F: 3 clusters Score -2729036 nChanged 9470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -2734089.000000 Penalty: 4944.714355
	Iteration 1F: 3 clusters Score -2734089 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -2734550.500000 Penalty: 4944.714355
	Iteration 2F: 3 clusters Score -2734550 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2734951.250000 Penalty: 4944.714355
	Iteration 3Q: 3 clusters Score -2734951 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -2735364.250000 Penalty: 4944.714355
	Iteration 4Q: 3 clusters Score -2735364 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2735778.500000 Penalty: 4944.714355
	Iteration 5Q: 3 clusters Score -2735778 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -2736225.250000 Penalty: 4944.714355
	Iteration 6Q: 3 clusters Score -2736225 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -2736749.500000 Penalty: 4944.714355
	Iteration 7Q: 3 clusters Score -2736750 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -2737473.250000 Penalty: 4944.714355
	Iteration 8F: 3 clusters Score -2737473 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -2738335.500000 Penalty: 4944.714355
	Iteration 9F: 3 clusters Score -2738336 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -2739180.500000 Penalty: 4944.714355
	Iteration 10F: 3 clusters Score -2739180 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -2739771.250000 Penalty: 4944.714355
	Iteration 11Q: 3 clusters Score -2739771 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -2740162.250000 Penalty: 4944.714355
	Iteration 12Q: 3 clusters Score -2740162 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -2740421.500000 Penalty: 4944.714355
	Iteration 13Q: 3 clusters Score -2740422 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -2740564.500000 Penalty: 4944.714355
	Iteration 14Q: 3 clusters Score -2740564 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -2740704.750000 Penalty: 4944.714355
	Iteration 15Q: 3 clusters Score -2740705 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -2740822.750000 Penalty: 4944.714355
	Iteration 16Q: 3 clusters Score -2740823 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -2740925.250000 Penalty: 4944.714355
	Iteration 17Q: 3 clusters Score -2740925 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -2741017.750000 Penalty: 4944.714355
	Iteration 18Q: 3 clusters Score -2741018 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -2741102.500000 Penalty: 4944.714355
	Iteration 19Q: 3 clusters Score -2741102 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -2741181.250000 Penalty: 4944.714355
	Iteration 20F: 3 clusters Score -2741181 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -2741254.750000 Penalty: 4944.714355
	Iteration 21Q: 3 clusters Score -2741255 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -2741320.000000 Penalty: 4944.714355
	Iteration 22Q: 3 clusters Score -2741320 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -2741388.500000 Penalty: 4944.714355
	Iteration 23Q: 3 clusters Score -2741388 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -2741451.750000 Penalty: 4944.714355
	Iteration 24Q: 3 clusters Score -2741452 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -2741490.750000 Penalty: 4944.714355
	Iteration 25Q: 3 clusters Score -2741491 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -2741513.750000 Penalty: 4944.714355
	Iteration 26Q: 3 clusters Score -2741514 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -2741541.750000 Penalty: 4944.714355
	Iteration 27Q: 3 clusters Score -2741542 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -2741563.250000 Penalty: 4944.714355
	Iteration 28Q: 3 clusters Score -2741563 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -2741604.250000 Penalty: 4944.714355
	Iteration 29Q: 3 clusters Score -2741604 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -2741637.250000 Penalty: 4944.714355
	Iteration 30Q: 3 clusters Score -2741637 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -2741683.250000 Penalty: 4944.714355
	Iteration 31Q: 3 clusters Score -2741683 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -2741704.000000 Penalty: 4944.714355
	Iteration 32Q: 3 clusters Score -2741704 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -2741718.250000 Penalty: 4944.714355
	Iteration 33Q: 3 clusters Score -2741718 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -2741739.750000 Penalty: 4944.714355
	Iteration 34Q: 3 clusters Score -2741740 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -2741755.750000 Penalty: 4944.714355
	Iteration 35Q: 3 clusters Score -2741756 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -2741775.250000 Penalty: 4944.714355
	Iteration 36Q: 3 clusters Score -2741775 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -2741783.250000 Penalty: 4944.714355
	Iteration 37Q: 3 clusters Score -2741783 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -2741794.750000 Penalty: 4944.714355
	Iteration 38Q: 3 clusters Score -2741795 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -2741802.750000 Penalty: 4944.714355
	Iteration 39Q: 3 clusters Score -2741803 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -2741810.750000 Penalty: 4944.714355
	Iteration 40F: 3 clusters Score -2741811 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -2741816.000000 Penalty: 4944.714355
	Iteration 41Q: 3 clusters Score -2741816 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -2741833.000000 Penalty: 4944.714355
	Iteration 42Q: 3 clusters Score -2741833 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -2741839.250000 Penalty: 4944.714355
	Iteration 43Q: 3 clusters Score -2741839 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -2741847.500000 Penalty: 4944.714355
	Iteration 44Q: 3 clusters Score -2741848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -2741853.750000 Penalty: 4944.714355
	Iteration 45Q: 3 clusters Score -2741854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -2741859.250000 Penalty: 4944.714355
	Iteration 46Q: 3 clusters Score -2741859 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -2741865.000000 Penalty: 4944.714355
	Iteration 47Q: 3 clusters Score -2741865 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -2741869.500000 Penalty: 4944.714355
	Iteration 48Q: 3 clusters Score -2741870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -2741876.500000 Penalty: 4944.714355
	Iteration 49Q: 3 clusters Score -2741876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -2741885.250000 Penalty: 4944.714355
	Iteration 50Q: 3 clusters Score -2741885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -2741887.750000 Penalty: 4944.714355
	Iteration 51Q: 3 clusters Score -2741888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -2741890.250000 Penalty: 4944.714355
	Iteration 52Q: 3 clusters Score -2741890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -2741888.500000 Penalty: 4944.714355
	Iteration 53Q: 3 clusters Score -2741888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -2741893.000000 Penalty: 4944.714355
	Iteration 54Q: 3 clusters Score -2741893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -2741892.000000 Penalty: 4944.714355
	Iteration 55Q: 3 clusters Score -2741892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -2741895.250000 Penalty: 4944.714355
	Iteration 56Q: 3 clusters Score -2741895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -2741896.000000 Penalty: 4944.714355
	Iteration 57Q: 3 clusters Score -2741896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -2741892.500000 Penalty: 4944.714355
	Iteration 58Q: 3 clusters Score -2741892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -2741892.500000 Penalty: 4944.714355
	Iteration 59F: 3 clusters Score -2741892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Entering Unmasked Estep 
Score: -3194429.500000 Penalty: 2508.912109
	Iteration 0F: 2 clusters Score -3194430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -3177479.000000 Penalty: 5017.824219
	Iteration 0F: 3 clusters Score -3177479 nChanged 10949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -3183470.250000 Penalty: 5017.824219
	Iteration 1F: 3 clusters Score -3183470 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -3184046.000000 Penalty: 5017.824219
	Iteration 2F: 3 clusters Score -3184046 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -3184584.750000 Penalty: 5017.824219
	Iteration 3Q: 3 clusters Score -3184585 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -3185095.250000 Penalty: 5017.824219
	Iteration 4Q: 3 clusters Score -3185095 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -3185707.750000 Penalty: 5017.824219
	Iteration 5Q: 3 clusters Score -3185708 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -3186455.500000 Penalty: 5017.824219
	Iteration 6Q: 3 clusters Score -3186456 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -3187305.250000 Penalty: 5017.824219
	Iteration 7F: 3 clusters Score -3187305 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -3188211.500000 Penalty: 5017.824219
	Iteration 8F: 3 clusters Score -3188212 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -3189039.250000 Penalty: 5017.824219
	Iteration 9Q: 3 clusters Score -3189039 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -3189779.500000 Penalty: 5017.824219
	Iteration 10Q: 3 clusters Score -3189780 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -3190303.000000 Penalty: 5017.824219
	Iteration 11Q: 3 clusters Score -3190303 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -3190648.750000 Penalty: 5017.824219
	Iteration 12Q: 3 clusters Score -3190649 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -3190929.250000 Penalty: 5017.824219
	Iteration 13Q: 3 clusters Score -3190929 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -3191142.750000 Penalty: 5017.824219
	Iteration 14Q: 3 clusters Score -3191143 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -3191291.000000 Penalty: 5017.824219
	Iteration 15Q: 3 clusters Score -3191291 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -3191426.750000 Penalty: 5017.824219
	Iteration 16Q: 3 clusters Score -3191427 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -3191528.750000 Penalty: 5017.824219
	Iteration 17Q: 3 clusters Score -3191529 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -3191638.750000 Penalty: 5017.824219
	Iteration 18Q: 3 clusters Score -3191639 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -3191690.500000 Penalty: 5017.824219
	Iteration 19Q: 3 clusters Score -3191690 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -3191757.500000 Penalty: 5017.824219
	Iteration 20F: 3 clusters Score -3191758 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -3191826.750000 Penalty: 5017.824219
	Iteration 21Q: 3 clusters Score -3191827 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -3191895.000000 Penalty: 5017.824219
	Iteration 22Q: 3 clusters Score -3191895 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -3191956.000000 Penalty: 5017.824219
	Iteration 23Q: 3 clusters Score -3191956 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -3191985.500000 Penalty: 5017.824219
	Iteration 24Q: 3 clusters Score -3191986 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -3192040.750000 Penalty: 5017.824219
	Iteration 25Q: 3 clusters Score -3192041 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -3192082.250000 Penalty: 5017.824219
	Iteration 26Q: 3 clusters Score -3192082 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -3192124.250000 Penalty: 5017.824219
	Iteration 27Q: 3 clusters Score -3192124 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -3192144.750000 Penalty: 5017.824219
	Iteration 28Q: 3 clusters Score -3192145 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -3192181.250000 Penalty: 5017.824219
	Iteration 29Q: 3 clusters Score -3192181 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -3192197.250000 Penalty: 5017.824219
	Iteration 30Q: 3 clusters Score -3192197 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -3192220.250000 Penalty: 5017.824219
	Iteration 31Q: 3 clusters Score -3192220 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -3192240.750000 Penalty: 5017.824219
	Iteration 32Q: 3 clusters Score -3192241 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -3192249.750000 Penalty: 5017.824219
	Iteration 33Q: 3 clusters Score -3192250 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -3192271.000000 Penalty: 5017.824219
	Iteration 34Q: 3 clusters Score -3192271 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -3192282.000000 Penalty: 5017.824219
	Iteration 35Q: 3 clusters Score -3192282 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -3192303.000000 Penalty: 5017.824219
	Iteration 36Q: 3 clusters Score -3192303 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -3192314.500000 Penalty: 5017.824219
	Iteration 37Q: 3 clusters Score -3192314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -3192334.250000 Penalty: 5017.824219
	Iteration 38Q: 3 clusters Score -3192334 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -3192341.000000 Penalty: 5017.824219
	Iteration 39Q: 3 clusters Score -3192341 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -3192342.750000 Penalty: 5017.824219
	Iteration 40F: 3 clusters Score -3192343 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -3192353.750000 Penalty: 5017.824219
	Iteration 41Q: 3 clusters Score -3192354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -3192358.750000 Penalty: 5017.824219
	Iteration 42Q: 3 clusters Score -3192359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -3192365.250000 Penalty: 5017.824219
	Iteration 43Q: 3 clusters Score -3192365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -3192364.750000 Penalty: 5017.824219
	Iteration 44Q: 3 clusters Score -3192365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -3192370.500000 Penalty: 5017.824219
	Iteration 45Q: 3 clusters Score -3192370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -3192374.500000 Penalty: 5017.824219
	Iteration 46Q: 3 clusters Score -3192374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -3192377.750000 Penalty: 5017.824219
	Iteration 47Q: 3 clusters Score -3192378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -3192380.750000 Penalty: 5017.824219
	Iteration 48Q: 3 clusters Score -3192381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -3192388.750000 Penalty: 5017.824219
	Iteration 49Q: 3 clusters Score -3192389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -3192401.250000 Penalty: 5017.824219
	Iteration 50Q: 3 clusters Score -3192401 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -3192409.750000 Penalty: 5017.824219
	Iteration 51Q: 3 clusters Score -3192410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -3192414.000000 Penalty: 5017.824219
	Iteration 52Q: 3 clusters Score -3192414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -3192421.250000 Penalty: 5017.824219
	Iteration 53Q: 3 clusters Score -3192421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -3192429.500000 Penalty: 5017.824219
	Iteration 54Q: 3 clusters Score -3192430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -3192433.750000 Penalty: 5017.824219
	Iteration 55Q: 3 clusters Score -3192434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -3192437.250000 Penalty: 5017.824219
	Iteration 56Q: 3 clusters Score -3192437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -3192441.500000 Penalty: 5017.824219
	Iteration 57Q: 3 clusters Score -3192442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -3192451.250000 Penalty: 5017.824219
	Iteration 58Q: 3 clusters Score -3192451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -3192451.750000 Penalty: 5017.824219
	Iteration 59Q: 3 clusters Score -3192452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -3192459.250000 Penalty: 5017.824219
	Iteration 60F: 3 clusters Score -3192459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -3192460.250000 Penalty: 5017.824219
	Iteration 61Q: 3 clusters Score -3192460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -3192478.250000 Penalty: 5017.824219
	Iteration 62Q: 3 clusters Score -3192478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -3192483.250000 Penalty: 5017.824219
	Iteration 63Q: 3 clusters Score -3192483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -3192490.500000 Penalty: 5017.824219
	Iteration 64Q: 3 clusters Score -3192490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -3192502.250000 Penalty: 5017.824219
	Iteration 65Q: 3 clusters Score -3192502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -3192510.250000 Penalty: 5017.824219
	Iteration 66Q: 3 clusters Score -3192510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -3192518.250000 Penalty: 5017.824219
	Iteration 67Q: 3 clusters Score -3192518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -3192523.500000 Penalty: 5017.824219
	Iteration 68Q: 3 clusters Score -3192524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -3192526.000000 Penalty: 5017.824219
	Iteration 69Q: 3 clusters Score -3192526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -3192520.500000 Penalty: 5017.824219
	Iteration 70Q: 3 clusters Score -3192520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -3192526.000000 Penalty: 5017.824219
	Iteration 71Q: 3 clusters Score -3192526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -3192526.500000 Penalty: 5017.824219
	Iteration 72Q: 3 clusters Score -3192526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -3192529.250000 Penalty: 5017.824219
	Iteration 73Q: 3 clusters Score -3192529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -3192535.750000 Penalty: 5017.824219
	Iteration 74Q: 3 clusters Score -3192536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -3192541.000000 Penalty: 5017.824219
	Iteration 75Q: 3 clusters Score -3192541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -3192537.500000 Penalty: 5017.824219
	Iteration 76Q: 3 clusters Score -3192538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -3192543.250000 Penalty: 5017.824219
	Iteration 77Q: 3 clusters Score -3192543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -3192540.750000 Penalty: 5017.824219
	Iteration 78Q: 3 clusters Score -3192541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -3192540.500000 Penalty: 5017.824219
	Iteration 79Q: 3 clusters Score -3192540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -3192541.750000 Penalty: 5017.824219
	Iteration 80F: 3 clusters Score -3192542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -3192551.000000 Penalty: 5017.824219
	Iteration 81Q: 3 clusters Score -3192551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -3192548.750000 Penalty: 5017.824219
	Iteration 82Q: 3 clusters Score -3192549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -3192549.750000 Penalty: 5017.824219
	Iteration 83Q: 3 clusters Score -3192550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -3192552.250000 Penalty: 5017.824219
	Iteration 84Q: 3 clusters Score -3192552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -3192553.750000 Penalty: 5017.824219
	Iteration 85Q: 3 clusters Score -3192554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -3192553.000000 Penalty: 5017.824219
	Iteration 86Q: 3 clusters Score -3192553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -3192550.500000 Penalty: 5017.824219
	Iteration 87Q: 3 clusters Score -3192550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -3192554.250000 Penalty: 5017.824219
	Iteration 88Q: 3 clusters Score -3192554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -3192554.250000 Penalty: 5017.824219
	Iteration 89F: 3 clusters Score -3192554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Entering Unmasked Estep 
Score: -689595.687500 Penalty: 2128.114258
	Iteration 0F: 2 clusters Score -689595.7 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 2686 members 
Entering Unmasked Estep 
Score: -684878.687500 Penalty: 4256.228516
	Iteration 0F: 3 clusters Score -684878.7 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -685998.562500 Penalty: 4256.228516
	Iteration 1F: 3 clusters Score -685998.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -686211.625000 Penalty: 4256.228516
	Iteration 2F: 3 clusters Score -686211.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -686344.812500 Penalty: 4256.228516
	Iteration 3F: 3 clusters Score -686344.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -686407.375000 Penalty: 4256.228516
	Iteration 4Q: 3 clusters Score -686407.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -686455.187500 Penalty: 4256.228516
	Iteration 5Q: 3 clusters Score -686455.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -686491.750000 Penalty: 4256.228516
	Iteration 6Q: 3 clusters Score -686491.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -686523.750000 Penalty: 4256.228516
	Iteration 7Q: 3 clusters Score -686523.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -686551.375000 Penalty: 4256.228516
	Iteration 8Q: 3 clusters Score -686551.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -686573.500000 Penalty: 4256.228516
	Iteration 9Q: 3 clusters Score -686573.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -686590.562500 Penalty: 4256.228516
	Iteration 10Q: 3 clusters Score -686590.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -686610.062500 Penalty: 4256.228516
	Iteration 11Q: 3 clusters Score -686610.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -686628.125000 Penalty: 4256.228516
	Iteration 12Q: 3 clusters Score -686628.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -686638.812500 Penalty: 4256.228516
	Iteration 13Q: 3 clusters Score -686638.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -686650.937500 Penalty: 4256.228516
	Iteration 14Q: 3 clusters Score -686650.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -686658.187500 Penalty: 4256.228516
	Iteration 15Q: 3 clusters Score -686658.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -686666.375000 Penalty: 4256.228516
	Iteration 16Q: 3 clusters Score -686666.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -686679.875000 Penalty: 4256.228516
	Iteration 17Q: 3 clusters Score -686679.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -686692.937500 Penalty: 4256.228516
	Iteration 18Q: 3 clusters Score -686692.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -686701.125000 Penalty: 4256.228516
	Iteration 19Q: 3 clusters Score -686701.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -686712.062500 Penalty: 4256.228516
	Iteration 20F: 3 clusters Score -686712.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -686721.375000 Penalty: 4256.228516
	Iteration 21Q: 3 clusters Score -686721.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -686725.812500 Penalty: 4256.228516
	Iteration 22Q: 3 clusters Score -686725.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -686731.500000 Penalty: 4256.228516
	Iteration 23Q: 3 clusters Score -686731.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -686735.687500 Penalty: 4256.228516
	Iteration 24Q: 3 clusters Score -686735.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -686739.437500 Penalty: 4256.228516
	Iteration 25Q: 3 clusters Score -686739.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -686741.812500 Penalty: 4256.228516
	Iteration 26Q: 3 clusters Score -686741.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -686746.812500 Penalty: 4256.228516
	Iteration 27Q: 3 clusters Score -686746.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -686751.812500 Penalty: 4256.228516
	Iteration 28Q: 3 clusters Score -686751.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -686753.437500 Penalty: 4256.228516
	Iteration 29Q: 3 clusters Score -686753.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -686756.437500 Penalty: 4256.228516
	Iteration 30Q: 3 clusters Score -686756.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -686759.375000 Penalty: 4256.228516
	Iteration 31Q: 3 clusters Score -686759.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -686763.187500 Penalty: 4256.228516
	Iteration 32Q: 3 clusters Score -686763.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -686764.250000 Penalty: 4256.228516
	Iteration 33Q: 3 clusters Score -686764.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -686766.312500 Penalty: 4256.228516
	Iteration 34Q: 3 clusters Score -686766.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -686769.875000 Penalty: 4256.228516
	Iteration 35Q: 3 clusters Score -686769.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -686771.625000 Penalty: 4256.228516
	Iteration 36Q: 3 clusters Score -686771.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -686777.375000 Penalty: 4256.228516
	Iteration 37Q: 3 clusters Score -686777.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -686782.750000 Penalty: 4256.228516
	Iteration 38Q: 3 clusters Score -686782.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -686790.125000 Penalty: 4256.228516
	Iteration 39Q: 3 clusters Score -686790.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -686796.875000 Penalty: 4256.228516
	Iteration 40F: 3 clusters Score -686796.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -686799.937500 Penalty: 4256.228516
	Iteration 41Q: 3 clusters Score -686799.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -686801.125000 Penalty: 4256.228516
	Iteration 42Q: 3 clusters Score -686801.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -686805.687500 Penalty: 4256.228516
	Iteration 43Q: 3 clusters Score -686805.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -686810.625000 Penalty: 4256.228516
	Iteration 44Q: 3 clusters Score -686810.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -686813.875000 Penalty: 4256.228516
	Iteration 45Q: 3 clusters Score -686813.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -686817.937500 Penalty: 4256.228516
	Iteration 46Q: 3 clusters Score -686817.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -686823.187500 Penalty: 4256.228516
	Iteration 47Q: 3 clusters Score -686823.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -686831.562500 Penalty: 4256.228516
	Iteration 48Q: 3 clusters Score -686831.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -686836.875000 Penalty: 4256.228516
	Iteration 49Q: 3 clusters Score -686836.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -686842.875000 Penalty: 4256.228516
	Iteration 50Q: 3 clusters Score -686842.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -686847.375000 Penalty: 4256.228516
	Iteration 51Q: 3 clusters Score -686847.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -686853.062500 Penalty: 4256.228516
	Iteration 52Q: 3 clusters Score -686853.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -686861.750000 Penalty: 4256.228516
	Iteration 53Q: 3 clusters Score -686861.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -686869.750000 Penalty: 4256.228516
	Iteration 54Q: 3 clusters Score -686869.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -686878.812500 Penalty: 4256.228516
	Iteration 55Q: 3 clusters Score -686878.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -686889.312500 Penalty: 4256.228516
	Iteration 56Q: 3 clusters Score -686889.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -686906.750000 Penalty: 4256.228516
	Iteration 57Q: 3 clusters Score -686906.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -686926.062500 Penalty: 4256.228516
	Iteration 58Q: 3 clusters Score -686926.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -686945.750000 Penalty: 4256.228516
	Iteration 59Q: 3 clusters Score -686945.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -686970.250000 Penalty: 4256.228516
	Iteration 60F: 3 clusters Score -686970.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -687003.500000 Penalty: 4256.228516
	Iteration 61Q: 3 clusters Score -687003.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -687041.625000 Penalty: 4256.228516
	Iteration 62Q: 3 clusters Score -687041.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -687081.437500 Penalty: 4256.228516
	Iteration 63Q: 3 clusters Score -687081.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -687121.312500 Penalty: 4256.228516
	Iteration 64Q: 3 clusters Score -687121.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -687161.187500 Penalty: 4256.228516
	Iteration 65Q: 3 clusters Score -687161.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -687205.250000 Penalty: 4256.228516
	Iteration 66Q: 3 clusters Score -687205.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -687243.562500 Penalty: 4256.228516
	Iteration 67Q: 3 clusters Score -687243.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -687280.937500 Penalty: 4256.228516
	Iteration 68Q: 3 clusters Score -687280.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -687328.187500 Penalty: 4256.228516
	Iteration 69Q: 3 clusters Score -687328.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -687374.000000 Penalty: 4256.228516
	Iteration 70Q: 3 clusters Score -687374 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -687418.562500 Penalty: 4256.228516
	Iteration 71Q: 3 clusters Score -687418.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -687453.125000 Penalty: 4256.228516
	Iteration 72Q: 3 clusters Score -687453.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -687481.437500 Penalty: 4256.228516
	Iteration 73Q: 3 clusters Score -687481.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -687511.750000 Penalty: 4256.228516
	Iteration 74Q: 3 clusters Score -687511.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -687530.937500 Penalty: 4256.228516
	Iteration 75Q: 3 clusters Score -687530.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -687549.500000 Penalty: 4256.228516
	Iteration 76Q: 3 clusters Score -687549.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -687569.500000 Penalty: 4256.228516
	Iteration 77Q: 3 clusters Score -687569.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -687581.812500 Penalty: 4256.228516
	Iteration 78Q: 3 clusters Score -687581.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -687594.812500 Penalty: 4256.228516
	Iteration 79Q: 3 clusters Score -687594.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -687606.187500 Penalty: 4256.228516
	Iteration 80F: 3 clusters Score -687606.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -687612.375000 Penalty: 4256.228516
	Iteration 81Q: 3 clusters Score -687612.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -687622.750000 Penalty: 4256.228516
	Iteration 82Q: 3 clusters Score -687622.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -687625.437500 Penalty: 4256.228516
	Iteration 83Q: 3 clusters Score -687625.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -687629.625000 Penalty: 4256.228516
	Iteration 84Q: 3 clusters Score -687629.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -687636.437500 Penalty: 4256.228516
	Iteration 85Q: 3 clusters Score -687636.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -687639.312500 Penalty: 4256.228516
	Iteration 86Q: 3 clusters Score -687639.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -687643.125000 Penalty: 4256.228516
	Iteration 87Q: 3 clusters Score -687643.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -687646.000000 Penalty: 4256.228516
	Iteration 88Q: 3 clusters Score -687646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -687649.937500 Penalty: 4256.228516
	Iteration 89Q: 3 clusters Score -687649.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -687652.500000 Penalty: 4256.228516
	Iteration 90Q: 3 clusters Score -687652.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -687657.687500 Penalty: 4256.228516
	Iteration 91Q: 3 clusters Score -687657.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -687663.687500 Penalty: 4256.228516
	Iteration 92Q: 3 clusters Score -687663.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -687670.187500 Penalty: 4256.228516
	Iteration 93Q: 3 clusters Score -687670.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -687676.562500 Penalty: 4256.228516
	Iteration 94Q: 3 clusters Score -687676.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -687682.562500 Penalty: 4256.228516
	Iteration 95Q: 3 clusters Score -687682.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -687694.562500 Penalty: 4256.228516
	Iteration 96Q: 3 clusters Score -687694.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -687703.500000 Penalty: 4256.228516
	Iteration 97Q: 3 clusters Score -687703.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -687707.687500 Penalty: 4256.228516
	Iteration 98Q: 3 clusters Score -687707.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -687710.750000 Penalty: 4256.228516
	Iteration 99Q: 3 clusters Score -687710.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -687712.062500 Penalty: 4256.228516
	Iteration 100F: 3 clusters Score -687712.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -687717.187500 Penalty: 4256.228516
	Iteration 101Q: 3 clusters Score -687717.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -687723.937500 Penalty: 4256.228516
	Iteration 102Q: 3 clusters Score -687723.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -687731.000000 Penalty: 4256.228516
	Iteration 103Q: 3 clusters Score -687731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -687734.875000 Penalty: 4256.228516
	Iteration 104Q: 3 clusters Score -687734.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -687738.500000 Penalty: 4256.228516
	Iteration 105Q: 3 clusters Score -687738.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -687740.500000 Penalty: 4256.228516
	Iteration 106Q: 3 clusters Score -687740.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -687742.000000 Penalty: 4256.228516
	Iteration 107Q: 3 clusters Score -687742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -687743.250000 Penalty: 4256.228516
	Iteration 108Q: 3 clusters Score -687743.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -687743.250000 Penalty: 4256.228516
	Iteration 109F: 3 clusters Score -687743.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Entering Unmasked Estep 
Score: -192424.046875 Penalty: 1814.668701
	Iteration 0F: 2 clusters Score -192424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -190136.031250 Penalty: 3629.337402
	Iteration 0F: 3 clusters Score -190136 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -190505.656250 Penalty: 3629.337402
	Iteration 1F: 3 clusters Score -190505.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -190617.468750 Penalty: 3629.337402
	Iteration 2F: 3 clusters Score -190617.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -190686.078125 Penalty: 3629.337402
	Iteration 3Q: 3 clusters Score -190686.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -190726.625000 Penalty: 3629.337402
	Iteration 4Q: 3 clusters Score -190726.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -190745.796875 Penalty: 3629.337402
	Iteration 5Q: 3 clusters Score -190745.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -190756.781250 Penalty: 3629.337402
	Iteration 6Q: 3 clusters Score -190756.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -190758.968750 Penalty: 3629.337402
	Iteration 7Q: 3 clusters Score -190759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -190760.828125 Penalty: 3629.337402
	Iteration 8Q: 3 clusters Score -190760.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -190762.218750 Penalty: 3629.337402
	Iteration 9Q: 3 clusters Score -190762.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -190766.875000 Penalty: 3629.337402
	Iteration 10Q: 3 clusters Score -190766.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -190767.265625 Penalty: 3629.337402
	Iteration 11Q: 3 clusters Score -190767.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -190767.265625 Penalty: 3629.337402
	Iteration 12F: 3 clusters Score -190767.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -52744.347656 Penalty: 1541.718262
	Iteration 0F: 2 clusters Score -52744.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -51638.089844 Penalty: 3083.436523
	Iteration 0F: 3 clusters Score -51638.09 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -52718.820312 Penalty: 3083.436523
	Iteration 1F: 3 clusters Score -52718.82 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -53278.390625 Penalty: 3083.436523
	Iteration 2F: 3 clusters Score -53278.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -53394.125000 Penalty: 3083.436523
	Iteration 3Q: 3 clusters Score -53394.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -53398.941406 Penalty: 3083.436523
	Iteration 4Q: 3 clusters Score -53398.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -53398.941406 Penalty: 3083.436523
	Iteration 5F: 3 clusters Score -53398.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 24750 members 
Mstep: Class 3 contains 5330 members 
Mstep: Class 4 contains 1506 members 
Mstep: Class 5 contains 111 members 
Mstep: Class 6 contains 9028 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 100051 members 
Mstep: Class 11 contains 17678 members 
Mstep: Class 12 contains 168374 members 
Mstep: Class 13 contains 390 members 
Mstep: Class 16 contains 95223 members 
Mstep: Class 17 contains 5972 members 
Mstep: Class 18 contains 5247 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
Score: -57706864.000000 Penalty: 61452.480469
Splitting cluster 5 changes total score from -57707832.000000 to -57706864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (9028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Entering Unmasked Estep 
Score: -1157272.500000 Penalty: 2258.805420
	Iteration 0F: 2 clusters Score -1157272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1150159.125000 Penalty: 4517.610840
	Iteration 0F: 3 clusters Score -1150159 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1152262.500000 Penalty: 4517.610840
	Iteration 1F: 3 clusters Score -1152262 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1152565.000000 Penalty: 4517.610840
	Iteration 2F: 3 clusters Score -1152565 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1152831.625000 Penalty: 4517.610840
	Iteration 3F: 3 clusters Score -1152832 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1153010.000000 Penalty: 4517.610840
	Iteration 4Q: 3 clusters Score -1153010 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1153173.250000 Penalty: 4517.610840
	Iteration 5Q: 3 clusters Score -1153173 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1153361.875000 Penalty: 4517.610840
	Iteration 6Q: 3 clusters Score -1153362 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1153559.250000 Penalty: 4517.610840
	Iteration 7Q: 3 clusters Score -1153559 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1153727.250000 Penalty: 4517.610840
	Iteration 8Q: 3 clusters Score -1153727 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1153881.750000 Penalty: 4517.610840
	Iteration 9Q: 3 clusters Score -1153882 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1154026.000000 Penalty: 4517.610840
	Iteration 10Q: 3 clusters Score -1154026 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1154205.500000 Penalty: 4517.610840
	Iteration 11Q: 3 clusters Score -1154206 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1154399.625000 Penalty: 4517.610840
	Iteration 12Q: 3 clusters Score -1154400 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1154622.375000 Penalty: 4517.610840
	Iteration 13Q: 3 clusters Score -1154622 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1154829.375000 Penalty: 4517.610840
	Iteration 14Q: 3 clusters Score -1154829 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1155003.500000 Penalty: 4517.610840
	Iteration 15Q: 3 clusters Score -1155004 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1155148.125000 Penalty: 4517.610840
	Iteration 16Q: 3 clusters Score -1155148 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1155267.000000 Penalty: 4517.610840
	Iteration 17Q: 3 clusters Score -1155267 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1155375.125000 Penalty: 4517.610840
	Iteration 18Q: 3 clusters Score -1155375 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1155458.875000 Penalty: 4517.610840
	Iteration 19Q: 3 clusters Score -1155459 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1155513.500000 Penalty: 4517.610840
	Iteration 20F: 3 clusters Score -1155514 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1155560.625000 Penalty: 4517.610840
	Iteration 21Q: 3 clusters Score -1155561 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1155594.000000 Penalty: 4517.610840
	Iteration 22Q: 3 clusters Score -1155594 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1155618.875000 Penalty: 4517.610840
	Iteration 23Q: 3 clusters Score -1155619 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1155641.500000 Penalty: 4517.610840
	Iteration 24Q: 3 clusters Score -1155642 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1155660.750000 Penalty: 4517.610840
	Iteration 25Q: 3 clusters Score -1155661 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1155678.125000 Penalty: 4517.610840
	Iteration 26Q: 3 clusters Score -1155678 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1155695.500000 Penalty: 4517.610840
	Iteration 27Q: 3 clusters Score -1155696 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1155706.875000 Penalty: 4517.610840
	Iteration 28Q: 3 clusters Score -1155707 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1155716.625000 Penalty: 4517.610840
	Iteration 29Q: 3 clusters Score -1155717 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1155725.125000 Penalty: 4517.610840
	Iteration 30Q: 3 clusters Score -1155725 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1155735.375000 Penalty: 4517.610840
	Iteration 31Q: 3 clusters Score -1155735 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1155739.375000 Penalty: 4517.610840
	Iteration 32Q: 3 clusters Score -1155739 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1155744.500000 Penalty: 4517.610840
	Iteration 33Q: 3 clusters Score -1155744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1155751.000000 Penalty: 4517.610840
	Iteration 34Q: 3 clusters Score -1155751 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1155756.250000 Penalty: 4517.610840
	Iteration 35Q: 3 clusters Score -1155756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1155763.625000 Penalty: 4517.610840
	Iteration 36Q: 3 clusters Score -1155764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1155768.500000 Penalty: 4517.610840
	Iteration 37Q: 3 clusters Score -1155768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1155770.000000 Penalty: 4517.610840
	Iteration 38Q: 3 clusters Score -1155770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1155773.625000 Penalty: 4517.610840
	Iteration 39Q: 3 clusters Score -1155774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1155773.375000 Penalty: 4517.610840
	Iteration 40F: 3 clusters Score -1155773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1155777.125000 Penalty: 4517.610840
	Iteration 41Q: 3 clusters Score -1155777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1155780.375000 Penalty: 4517.610840
	Iteration 42Q: 3 clusters Score -1155780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1155781.750000 Penalty: 4517.610840
	Iteration 43Q: 3 clusters Score -1155782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1155782.000000 Penalty: 4517.610840
	Iteration 44Q: 3 clusters Score -1155782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1155784.375000 Penalty: 4517.610840
	Iteration 45Q: 3 clusters Score -1155784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1155783.375000 Penalty: 4517.610840
	Iteration 46Q: 3 clusters Score -1155783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1155784.375000 Penalty: 4517.610840
	Iteration 47Q: 3 clusters Score -1155784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1155786.125000 Penalty: 4517.610840
	Iteration 48Q: 3 clusters Score -1155786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1155789.000000 Penalty: 4517.610840
	Iteration 49Q: 3 clusters Score -1155789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1155789.000000 Penalty: 4517.610840
	Iteration 50Q: 3 clusters Score -1155789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1155793.625000 Penalty: 4517.610840
	Iteration 51Q: 3 clusters Score -1155794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1155793.625000 Penalty: 4517.610840
	Iteration 52Q: 3 clusters Score -1155794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1155796.125000 Penalty: 4517.610840
	Iteration 53Q: 3 clusters Score -1155796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1155797.375000 Penalty: 4517.610840
	Iteration 54Q: 3 clusters Score -1155797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1155798.625000 Penalty: 4517.610840
	Iteration 55Q: 3 clusters Score -1155799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1155798.125000 Penalty: 4517.610840
	Iteration 56Q: 3 clusters Score -1155798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1155801.250000 Penalty: 4517.610840
	Iteration 57Q: 3 clusters Score -1155801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1155801.625000 Penalty: 4517.610840
	Iteration 58Q: 3 clusters Score -1155802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1155803.375000 Penalty: 4517.610840
	Iteration 59Q: 3 clusters Score -1155803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1155804.125000 Penalty: 4517.610840
	Iteration 60F: 3 clusters Score -1155804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1155805.125000 Penalty: 4517.610840
	Iteration 61Q: 3 clusters Score -1155805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1155806.000000 Penalty: 4517.610840
	Iteration 62Q: 3 clusters Score -1155806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1155804.625000 Penalty: 4517.610840
	Iteration 63Q: 3 clusters Score -1155805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1155805.000000 Penalty: 4517.610840
	Iteration 64Q: 3 clusters Score -1155805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1155806.500000 Penalty: 4517.610840
	Iteration 65Q: 3 clusters Score -1155806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1155807.625000 Penalty: 4517.610840
	Iteration 66Q: 3 clusters Score -1155808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1155807.625000 Penalty: 4517.610840
	Iteration 67F: 3 clusters Score -1155808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -60580.558594 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -60580.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -59050.546875 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -59050.55 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -59447.617188 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -59447.62 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -59577.128906 Penalty: 3127.006592
	Iteration 2F: 3 clusters Score -59577.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -59643.308594 Penalty: 3127.006592
	Iteration 3F: 3 clusters Score -59643.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -59673.167969 Penalty: 3127.006592
	Iteration 4Q: 3 clusters Score -59673.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -59698.789062 Penalty: 3127.006592
	Iteration 5Q: 3 clusters Score -59698.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -59717.542969 Penalty: 3127.006592
	Iteration 6Q: 3 clusters Score -59717.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -59733.632812 Penalty: 3127.006592
	Iteration 7Q: 3 clusters Score -59733.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -59764.285156 Penalty: 3127.006592
	Iteration 8Q: 3 clusters Score -59764.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -59786.207031 Penalty: 3127.006592
	Iteration 9Q: 3 clusters Score -59786.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -59798.285156 Penalty: 3127.006592
	Iteration 10Q: 3 clusters Score -59798.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -59802.066406 Penalty: 3127.006592
	Iteration 11Q: 3 clusters Score -59802.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -59802.066406 Penalty: 3127.006592
	Iteration 12F: 3 clusters Score -59802.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -32030.804688 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -32030.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -30763.414062 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -30763.41 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -30972.533203 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -30972.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -31087.498047 Penalty: 2856.415283
	Iteration 2F: 3 clusters Score -31087.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -31118.791016 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -31118.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -31140.464844 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -31140.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -31146.843750 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -31146.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -31150.263672 Penalty: 2856.415283
	Iteration 6Q: 3 clusters Score -31150.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -31150.263672 Penalty: 2856.415283
	Iteration 7F: 3 clusters Score -31150.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Entering Unmasked Estep 
Score: -70477.359375 Penalty: 1617.843506
	Iteration 0F: 2 clusters Score -70477.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -68971.281250 Penalty: 3235.687012
	Iteration 0F: 3 clusters Score -68971.28 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -69410.507812 Penalty: 3235.687012
	Iteration 1F: 3 clusters Score -69410.51 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -69609.273438 Penalty: 3235.687012
	Iteration 2F: 3 clusters Score -69609.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -69807.632812 Penalty: 3235.687012
	Iteration 3F: 3 clusters Score -69807.63 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -69932.835938 Penalty: 3235.687012
	Iteration 4Q: 3 clusters Score -69932.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -70006.875000 Penalty: 3235.687012
	Iteration 5Q: 3 clusters Score -70006.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -70104.398438 Penalty: 3235.687012
	Iteration 6Q: 3 clusters Score -70104.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -70190.203125 Penalty: 3235.687012
	Iteration 7Q: 3 clusters Score -70190.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -70268.750000 Penalty: 3235.687012
	Iteration 8Q: 3 clusters Score -70268.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -70320.679688 Penalty: 3235.687012
	Iteration 9Q: 3 clusters Score -70320.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -70371.867188 Penalty: 3235.687012
	Iteration 10Q: 3 clusters Score -70371.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -70391.445312 Penalty: 3235.687012
	Iteration 11Q: 3 clusters Score -70391.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -70416.335938 Penalty: 3235.687012
	Iteration 12Q: 3 clusters Score -70416.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -70447.960938 Penalty: 3235.687012
	Iteration 13Q: 3 clusters Score -70447.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -70473.695312 Penalty: 3235.687012
	Iteration 14Q: 3 clusters Score -70473.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -70494.304688 Penalty: 3235.687012
	Iteration 15Q: 3 clusters Score -70494.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -70498.703125 Penalty: 3235.687012
	Iteration 16Q: 3 clusters Score -70498.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -70504.132812 Penalty: 3235.687012
	Iteration 17Q: 3 clusters Score -70504.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -70506.156250 Penalty: 3235.687012
	Iteration 18Q: 3 clusters Score -70506.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -70509.281250 Penalty: 3235.687012
	Iteration 19Q: 3 clusters Score -70509.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -70513.734375 Penalty: 3235.687012
	Iteration 20F: 3 clusters Score -70513.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -70520.445312 Penalty: 3235.687012
	Iteration 21Q: 3 clusters Score -70520.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -70521.765625 Penalty: 3235.687012
	Iteration 22Q: 3 clusters Score -70521.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -70521.765625 Penalty: 3235.687012
	Iteration 23F: 3 clusters Score -70521.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 24750 members 
Mstep: Class 3 contains 5330 members 
Mstep: Class 4 contains 1506 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9028 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 425 members 
Mstep: Class 10 contains 100051 members 
Mstep: Class 11 contains 17678 members 
Mstep: Class 12 contains 168374 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 16 contains 95223 members 
Mstep: Class 17 contains 5972 members 
Mstep: Class 18 contains 5247 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
Score: -57706324.000000 Penalty: 61452.480469
Splitting cluster 9 changes total score from -57707832.000000 to -57706324.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (100051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100051 members 
Entering Unmasked Estep 
Score: -12742714.000000 Penalty: 2855.332031
	Iteration 0F: 2 clusters Score -1.274271e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49809 members 
Mstep: Class 2 contains 50242 members 
Entering Unmasked Estep 
Score: -12675683.000000 Penalty: 5710.664062
	Iteration 0F: 3 clusters Score -1.267568e+07 nChanged 47252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47239 members 
Mstep: Class 2 contains 52812 members 
Entering Unmasked Estep 
Score: -12703325.000000 Penalty: 5710.664062
	Iteration 1F: 3 clusters Score -1.270332e+07 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45831 members 
Mstep: Class 2 contains 54220 members 
Entering Unmasked Estep 
Score: -12704684.000000 Penalty: 5710.664062
	Iteration 2Q: 3 clusters Score -1.270468e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 56123 members 
Entering Unmasked Estep 
Score: -12706361.000000 Penalty: 5710.664062
	Iteration 3Q: 3 clusters Score -1.270636e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41407 members 
Mstep: Class 2 contains 58644 members 
Entering Unmasked Estep 
Score: -12708379.000000 Penalty: 5710.664062
	Iteration 4Q: 3 clusters Score -1.270838e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38185 members 
Mstep: Class 2 contains 61866 members 
Entering Unmasked Estep 
Score: -12711118.000000 Penalty: 5710.664062
	Iteration 5Q: 3 clusters Score -1.271112e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 65794 members 
Entering Unmasked Estep 
Score: -12714603.000000 Penalty: 5710.664062
	Iteration 6F: 3 clusters Score -1.27146e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 70196 members 
Entering Unmasked Estep 
Score: -12718621.000000 Penalty: 5710.664062
	Iteration 7F: 3 clusters Score -1.271862e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 74781 members 
Entering Unmasked Estep 
Score: -12722624.000000 Penalty: 5710.664062
	Iteration 8F: 3 clusters Score -1.272262e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 79185 members 
Entering Unmasked Estep 
Score: -12726303.000000 Penalty: 5710.664062
	Iteration 9F: 3 clusters Score -1.27263e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 83252 members 
Entering Unmasked Estep 
Score: -12729573.000000 Penalty: 5710.664062
	Iteration 10Q: 3 clusters Score -1.272957e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 86707 members 
Entering Unmasked Estep 
Score: -12732212.000000 Penalty: 5710.664062
	Iteration 11Q: 3 clusters Score -1.273221e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 89657 members 
Entering Unmasked Estep 
Score: -12734614.000000 Penalty: 5710.664062
	Iteration 12Q: 3 clusters Score -1.273461e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 91895 members 
Entering Unmasked Estep 
Score: -12736207.000000 Penalty: 5710.664062
	Iteration 13Q: 3 clusters Score -1.273621e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 93579 members 
Entering Unmasked Estep 
Score: -12737309.000000 Penalty: 5710.664062
	Iteration 14Q: 3 clusters Score -1.273731e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 94845 members 
Entering Unmasked Estep 
Score: -12738082.000000 Penalty: 5710.664062
	Iteration 15Q: 3 clusters Score -1.273808e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 95843 members 
Entering Unmasked Estep 
Score: -12738558.000000 Penalty: 5710.664062
	Iteration 16Q: 3 clusters Score -1.273856e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 96650 members 
Entering Unmasked Estep 
Score: -12739000.000000 Penalty: 5710.664062
	Iteration 17Q: 3 clusters Score -1.2739e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 97283 members 
Entering Unmasked Estep 
Score: -12739295.000000 Penalty: 5710.664062
	Iteration 18Q: 3 clusters Score -1.27393e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 97747 members 
Entering Unmasked Estep 
Score: -12739555.000000 Penalty: 5710.664062
	Iteration 19Q: 3 clusters Score -1.273956e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 98113 members 
Entering Unmasked Estep 
Score: -12739745.000000 Penalty: 5710.664062
	Iteration 20F: 3 clusters Score -1.273974e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 98382 members 
Entering Unmasked Estep 
Score: -12739894.000000 Penalty: 5710.664062
	Iteration 21Q: 3 clusters Score -1.273989e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 98578 members 
Entering Unmasked Estep 
Score: -12740021.000000 Penalty: 5710.664062
	Iteration 22Q: 3 clusters Score -1.274002e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 98734 members 
Entering Unmasked Estep 
Score: -12740104.000000 Penalty: 5710.664062
	Iteration 23Q: 3 clusters Score -1.27401e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 98846 members 
Entering Unmasked Estep 
Score: -12740153.000000 Penalty: 5710.664062
	Iteration 24Q: 3 clusters Score -1.274015e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 98947 members 
Entering Unmasked Estep 
Score: -12740202.000000 Penalty: 5710.664062
	Iteration 25Q: 3 clusters Score -1.27402e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 99009 members 
Entering Unmasked Estep 
Score: -12740281.000000 Penalty: 5710.664062
	Iteration 26Q: 3 clusters Score -1.274028e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 99060 members 
Entering Unmasked Estep 
Score: -12740317.000000 Penalty: 5710.664062
	Iteration 27Q: 3 clusters Score -1.274032e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 99094 members 
Entering Unmasked Estep 
Score: -12740329.000000 Penalty: 5710.664062
	Iteration 28Q: 3 clusters Score -1.274033e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 99127 members 
Entering Unmasked Estep 
Score: -12740341.000000 Penalty: 5710.664062
	Iteration 29Q: 3 clusters Score -1.274034e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 99158 members 
Entering Unmasked Estep 
Score: -12740351.000000 Penalty: 5710.664062
	Iteration 30Q: 3 clusters Score -1.274035e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 99178 members 
Entering Unmasked Estep 
Score: -12740390.000000 Penalty: 5710.664062
	Iteration 31Q: 3 clusters Score -1.274039e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 99207 members 
Entering Unmasked Estep 
Score: -12740401.000000 Penalty: 5710.664062
	Iteration 32Q: 3 clusters Score -1.27404e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 99224 members 
Entering Unmasked Estep 
Score: -12740409.000000 Penalty: 5710.664062
	Iteration 33Q: 3 clusters Score -1.274041e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 99239 members 
Entering Unmasked Estep 
Score: -12740406.000000 Penalty: 5710.664062
	Iteration 34Q: 3 clusters Score -1.274041e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 99248 members 
Entering Unmasked Estep 
Score: -12740416.000000 Penalty: 5710.664062
	Iteration 35Q: 3 clusters Score -1.274042e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 99261 members 
Entering Unmasked Estep 
Score: -12740425.000000 Penalty: 5710.664062
	Iteration 36Q: 3 clusters Score -1.274042e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 99276 members 
Entering Unmasked Estep 
Score: -12740438.000000 Penalty: 5710.664062
	Iteration 37Q: 3 clusters Score -1.274044e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 99279 members 
Entering Unmasked Estep 
Score: -12740454.000000 Penalty: 5710.664062
	Iteration 38Q: 3 clusters Score -1.274045e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 99281 members 
Entering Unmasked Estep 
Score: -12740461.000000 Penalty: 5710.664062
	Iteration 39Q: 3 clusters Score -1.274046e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 99282 members 
Entering Unmasked Estep 
Score: -12740479.000000 Penalty: 5710.664062
	Iteration 40F: 3 clusters Score -1.274048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 99287 members 
Entering Unmasked Estep 
Score: -12740480.000000 Penalty: 5710.664062
	Iteration 41Q: 3 clusters Score -1.274048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 99287 members 
Entering Unmasked Estep 
Score: -12740478.000000 Penalty: 5710.664062
	Iteration 42Q: 3 clusters Score -1.274048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 99289 members 
Entering Unmasked Estep 
Score: -12740468.000000 Penalty: 5710.664062
	Iteration 43Q: 3 clusters Score -1.274047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 99290 members 
Entering Unmasked Estep 
Score: -12740471.000000 Penalty: 5710.664062
	Iteration 44Q: 3 clusters Score -1.274047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 99292 members 
Entering Unmasked Estep 
Score: -12740472.000000 Penalty: 5710.664062
	Iteration 45Q: 3 clusters Score -1.274047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 99293 members 
Entering Unmasked Estep 
Score: -12740466.000000 Penalty: 5710.664062
	Iteration 46Q: 3 clusters Score -1.274047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 99291 members 
Entering Unmasked Estep 
Score: -12740464.000000 Penalty: 5710.664062
	Iteration 47Q: 3 clusters Score -1.274046e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 99290 members 
Entering Unmasked Estep 
Score: -12740475.000000 Penalty: 5710.664062
	Iteration 48Q: 3 clusters Score -1.274048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 99292 members 
Entering Unmasked Estep 
Score: -12740482.000000 Penalty: 5710.664062
	Iteration 49Q: 3 clusters Score -1.274048e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 99291 members 
Entering Unmasked Estep 
Score: -12740472.000000 Penalty: 5710.664062
	Iteration 50Q: 3 clusters Score -1.274047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 99288 members 
Entering Unmasked Estep 
Score: -12740487.000000 Penalty: 5710.664062
	Iteration 51Q: 3 clusters Score -1.274049e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 99289 members 
Entering Unmasked Estep 
Score: -12740482.000000 Penalty: 5710.664062
	Iteration 52Q: 3 clusters Score -1.274048e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 99297 members 
Entering Unmasked Estep 
Score: -12740496.000000 Penalty: 5710.664062
	Iteration 53Q: 3 clusters Score -1.27405e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 99301 members 
Entering Unmasked Estep 
Score: -12740504.000000 Penalty: 5710.664062
	Iteration 54Q: 3 clusters Score -1.27405e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 99298 members 
Entering Unmasked Estep 
Score: -12740508.000000 Penalty: 5710.664062
	Iteration 55Q: 3 clusters Score -1.274051e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 99299 members 
Entering Unmasked Estep 
Score: -12740505.000000 Penalty: 5710.664062
	Iteration 56Q: 3 clusters Score -1.27405e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 99307 members 
Entering Unmasked Estep 
Score: -12740502.000000 Penalty: 5710.664062
	Iteration 57Q: 3 clusters Score -1.27405e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 99312 members 
Entering Unmasked Estep 
Score: -12740508.000000 Penalty: 5710.664062
	Iteration 58Q: 3 clusters Score -1.274051e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 99317 members 
Entering Unmasked Estep 
Score: -12740519.000000 Penalty: 5710.664062
	Iteration 59Q: 3 clusters Score -1.274052e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 99323 members 
Entering Unmasked Estep 
Score: -12740524.000000 Penalty: 5710.664062
	Iteration 60F: 3 clusters Score -1.274052e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 99329 members 
Entering Unmasked Estep 
Score: -12740528.000000 Penalty: 5710.664062
	Iteration 61Q: 3 clusters Score -1.274053e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 99334 members 
Entering Unmasked Estep 
Score: -12740527.000000 Penalty: 5710.664062
	Iteration 62Q: 3 clusters Score -1.274053e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 99341 members 
Entering Unmasked Estep 
Score: -12740527.000000 Penalty: 5710.664062
	Iteration 63Q: 3 clusters Score -1.274053e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 99351 members 
Entering Unmasked Estep 
Score: -12740524.000000 Penalty: 5710.664062
	Iteration 64Q: 3 clusters Score -1.274052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 99352 members 
Entering Unmasked Estep 
Score: -12740518.000000 Penalty: 5710.664062
	Iteration 65Q: 3 clusters Score -1.274052e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 99355 members 
Entering Unmasked Estep 
Score: -12740537.000000 Penalty: 5710.664062
	Iteration 66Q: 3 clusters Score -1.274054e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 99363 members 
Entering Unmasked Estep 
Score: -12740542.000000 Penalty: 5710.664062
	Iteration 67Q: 3 clusters Score -1.274054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 99365 members 
Entering Unmasked Estep 
Score: -12740555.000000 Penalty: 5710.664062
	Iteration 68Q: 3 clusters Score -1.274056e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 99365 members 
Entering Unmasked Estep 
Score: -12740548.000000 Penalty: 5710.664062
	Iteration 69Q: 3 clusters Score -1.274055e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 99361 members 
Entering Unmasked Estep 
Score: -12740550.000000 Penalty: 5710.664062
	Iteration 70Q: 3 clusters Score -1.274055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 99360 members 
Entering Unmasked Estep 
Score: -12740552.000000 Penalty: 5710.664062
	Iteration 71Q: 3 clusters Score -1.274055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 99359 members 
Entering Unmasked Estep 
Score: -12740557.000000 Penalty: 5710.664062
	Iteration 72Q: 3 clusters Score -1.274056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 99359 members 
Entering Unmasked Estep 
Score: -12740557.000000 Penalty: 5710.664062
	Iteration 73Q: 3 clusters Score -1.274056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 99361 members 
Entering Unmasked Estep 
Score: -12740560.000000 Penalty: 5710.664062
	Iteration 74Q: 3 clusters Score -1.274056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 99363 members 
Entering Unmasked Estep 
Score: -12740564.000000 Penalty: 5710.664062
	Iteration 75Q: 3 clusters Score -1.274056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 99365 members 
Entering Unmasked Estep 
Score: -12740570.000000 Penalty: 5710.664062
	Iteration 76Q: 3 clusters Score -1.274057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 99364 members 
Entering Unmasked Estep 
Score: -12740580.000000 Penalty: 5710.664062
	Iteration 77Q: 3 clusters Score -1.274058e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 99361 members 
Entering Unmasked Estep 
Score: -12740576.000000 Penalty: 5710.664062
	Iteration 78Q: 3 clusters Score -1.274058e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 99359 members 
Entering Unmasked Estep 
Score: -12740582.000000 Penalty: 5710.664062
	Iteration 79Q: 3 clusters Score -1.274058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 99358 members 
Entering Unmasked Estep 
Score: -12740589.000000 Penalty: 5710.664062
	Iteration 80F: 3 clusters Score -1.274059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 99358 members 
Entering Unmasked Estep 
Score: -12740592.000000 Penalty: 5710.664062
	Iteration 81Q: 3 clusters Score -1.274059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 99356 members 
Entering Unmasked Estep 
Score: -12740595.000000 Penalty: 5710.664062
	Iteration 82Q: 3 clusters Score -1.27406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 99355 members 
Entering Unmasked Estep 
Score: -12740596.000000 Penalty: 5710.664062
	Iteration 83Q: 3 clusters Score -1.27406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 99355 members 
Entering Unmasked Estep 
Score: -12740597.000000 Penalty: 5710.664062
	Iteration 84Q: 3 clusters Score -1.27406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 99353 members 
Entering Unmasked Estep 
Score: -12740598.000000 Penalty: 5710.664062
	Iteration 85Q: 3 clusters Score -1.27406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 99349 members 
Entering Unmasked Estep 
Score: -12740601.000000 Penalty: 5710.664062
	Iteration 86Q: 3 clusters Score -1.27406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 99351 members 
Entering Unmasked Estep 
Score: -12740591.000000 Penalty: 5710.664062
	Iteration 87Q: 3 clusters Score -1.274059e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 99354 members 
Entering Unmasked Estep 
Score: -12740598.000000 Penalty: 5710.664062
	Iteration 88Q: 3 clusters Score -1.27406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 99353 members 
Entering Unmasked Estep 
Score: -12740592.000000 Penalty: 5710.664062
	Iteration 89Q: 3 clusters Score -1.274059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 99355 members 
Entering Unmasked Estep 
Score: -12740592.000000 Penalty: 5710.664062
	Iteration 90Q: 3 clusters Score -1.274059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 99353 members 
Entering Unmasked Estep 
Score: -12740594.000000 Penalty: 5710.664062
	Iteration 91Q: 3 clusters Score -1.274059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 99354 members 
Entering Unmasked Estep 
Score: -12740597.000000 Penalty: 5710.664062
	Iteration 92Q: 3 clusters Score -1.27406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 99354 members 
Entering Unmasked Estep 
Score: -12740606.000000 Penalty: 5710.664062
	Iteration 93Q: 3 clusters Score -1.274061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 99353 members 
Entering Unmasked Estep 
Score: -12740606.000000 Penalty: 5710.664062
	Iteration 94Q: 3 clusters Score -1.274061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 99350 members 
Entering Unmasked Estep 
Score: -12740595.000000 Penalty: 5710.664062
	Iteration 95Q: 3 clusters Score -1.27406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 99351 members 
Entering Unmasked Estep 
Score: -12740596.000000 Penalty: 5710.664062
	Iteration 96Q: 3 clusters Score -1.27406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 99351 members 
Entering Unmasked Estep 
Score: -12740592.000000 Penalty: 5710.664062
	Iteration 97Q: 3 clusters Score -1.274059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 99351 members 
Entering Unmasked Estep 
Score: -12740584.000000 Penalty: 5710.664062
	Iteration 98Q: 3 clusters Score -1.274058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 99352 members 
Entering Unmasked Estep 
Score: -12740593.000000 Penalty: 5710.664062
	Iteration 99Q: 3 clusters Score -1.274059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 99354 members 
Entering Unmasked Estep 
Score: -12740605.000000 Penalty: 5710.664062
	Iteration 100F: 3 clusters Score -1.27406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 99355 members 
Entering Unmasked Estep 
Score: -12740600.000000 Penalty: 5710.664062
	Iteration 101Q: 3 clusters Score -1.27406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 99355 members 
Entering Unmasked Estep 
Score: -12740595.000000 Penalty: 5710.664062
	Iteration 102Q: 3 clusters Score -1.27406e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 99355 members 
Entering Unmasked Estep 
Score: -12740595.000000 Penalty: 5710.664062
	Iteration 103F: 3 clusters Score -1.27406e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Entering Unmasked Estep 
Score: -2189346.750000 Penalty: 2425.458740
	Iteration 0F: 2 clusters Score -2189347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2176790.500000 Penalty: 4850.917480
	Iteration 0F: 3 clusters Score -2176790 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2181186.250000 Penalty: 4850.917480
	Iteration 1F: 3 clusters Score -2181186 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -2182356.000000 Penalty: 4850.917480
	Iteration 2F: 3 clusters Score -2182356 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -2183739.500000 Penalty: 4850.917480
	Iteration 3F: 3 clusters Score -2183740 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -2184999.250000 Penalty: 4850.917480
	Iteration 4F: 3 clusters Score -2184999 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2186154.750000 Penalty: 4850.917480
	Iteration 5F: 3 clusters Score -2186155 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -2187008.500000 Penalty: 4850.917480
	Iteration 6F: 3 clusters Score -2187008 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -2187557.000000 Penalty: 4850.917480
	Iteration 7F: 3 clusters Score -2187557 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2187928.250000 Penalty: 4850.917480
	Iteration 8Q: 3 clusters Score -2187928 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -2188174.500000 Penalty: 4850.917480
	Iteration 9Q: 3 clusters Score -2188174 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2188342.000000 Penalty: 4850.917480
	Iteration 10Q: 3 clusters Score -2188342 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -2188484.750000 Penalty: 4850.917480
	Iteration 11Q: 3 clusters Score -2188485 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2188587.500000 Penalty: 4850.917480
	Iteration 12Q: 3 clusters Score -2188588 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2188667.750000 Penalty: 4850.917480
	Iteration 13Q: 3 clusters Score -2188668 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -2188734.750000 Penalty: 4850.917480
	Iteration 14Q: 3 clusters Score -2188735 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2188788.750000 Penalty: 4850.917480
	Iteration 15Q: 3 clusters Score -2188789 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2188825.500000 Penalty: 4850.917480
	Iteration 16Q: 3 clusters Score -2188826 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2188870.500000 Penalty: 4850.917480
	Iteration 17Q: 3 clusters Score -2188870 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2188904.500000 Penalty: 4850.917480
	Iteration 18Q: 3 clusters Score -2188904 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2188934.500000 Penalty: 4850.917480
	Iteration 19Q: 3 clusters Score -2188934 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2188958.250000 Penalty: 4850.917480
	Iteration 20F: 3 clusters Score -2188958 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2188986.500000 Penalty: 4850.917480
	Iteration 21Q: 3 clusters Score -2188986 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2189007.000000 Penalty: 4850.917480
	Iteration 22Q: 3 clusters Score -2189007 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2189019.750000 Penalty: 4850.917480
	Iteration 23Q: 3 clusters Score -2189020 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2189032.250000 Penalty: 4850.917480
	Iteration 24Q: 3 clusters Score -2189032 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2189042.250000 Penalty: 4850.917480
	Iteration 25Q: 3 clusters Score -2189042 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2189053.750000 Penalty: 4850.917480
	Iteration 26Q: 3 clusters Score -2189054 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2189063.750000 Penalty: 4850.917480
	Iteration 27Q: 3 clusters Score -2189064 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2189073.750000 Penalty: 4850.917480
	Iteration 28Q: 3 clusters Score -2189074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2189077.000000 Penalty: 4850.917480
	Iteration 29Q: 3 clusters Score -2189077 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2189080.250000 Penalty: 4850.917480
	Iteration 30Q: 3 clusters Score -2189080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2189089.000000 Penalty: 4850.917480
	Iteration 31Q: 3 clusters Score -2189089 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2189089.500000 Penalty: 4850.917480
	Iteration 32Q: 3 clusters Score -2189090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2189098.500000 Penalty: 4850.917480
	Iteration 33Q: 3 clusters Score -2189098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2189096.750000 Penalty: 4850.917480
	Iteration 34Q: 3 clusters Score -2189097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2189101.000000 Penalty: 4850.917480
	Iteration 35Q: 3 clusters Score -2189101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2189100.750000 Penalty: 4850.917480
	Iteration 36Q: 3 clusters Score -2189101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2189105.250000 Penalty: 4850.917480
	Iteration 37Q: 3 clusters Score -2189105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2189109.000000 Penalty: 4850.917480
	Iteration 38Q: 3 clusters Score -2189109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2189108.500000 Penalty: 4850.917480
	Iteration 39Q: 3 clusters Score -2189108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2189109.750000 Penalty: 4850.917480
	Iteration 40F: 3 clusters Score -2189110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2189108.500000 Penalty: 4850.917480
	Iteration 41Q: 3 clusters Score -2189108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2189111.000000 Penalty: 4850.917480
	Iteration 42Q: 3 clusters Score -2189111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2189111.250000 Penalty: 4850.917480
	Iteration 43Q: 3 clusters Score -2189111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2189111.000000 Penalty: 4850.917480
	Iteration 44Q: 3 clusters Score -2189111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2189115.000000 Penalty: 4850.917480
	Iteration 45Q: 3 clusters Score -2189115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2189115.000000 Penalty: 4850.917480
	Iteration 46Q: 3 clusters Score -2189115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2189117.000000 Penalty: 4850.917480
	Iteration 47Q: 3 clusters Score -2189117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2189116.250000 Penalty: 4850.917480
	Iteration 48Q: 3 clusters Score -2189116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2189119.500000 Penalty: 4850.917480
	Iteration 49Q: 3 clusters Score -2189120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2189119.000000 Penalty: 4850.917480
	Iteration 50Q: 3 clusters Score -2189119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2189123.000000 Penalty: 4850.917480
	Iteration 51Q: 3 clusters Score -2189123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2189121.250000 Penalty: 4850.917480
	Iteration 52Q: 3 clusters Score -2189121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2189123.750000 Penalty: 4850.917480
	Iteration 53Q: 3 clusters Score -2189124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2189131.000000 Penalty: 4850.917480
	Iteration 54Q: 3 clusters Score -2189131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2189129.750000 Penalty: 4850.917480
	Iteration 55Q: 3 clusters Score -2189130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2189129.750000 Penalty: 4850.917480
	Iteration 56F: 3 clusters Score -2189130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (168374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168374 members 
Entering Unmasked Estep 
Score: -21283160.000000 Penalty: 2984.417969
	Iteration 0F: 2 clusters Score -2.128316e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83952 members 
Mstep: Class 2 contains 84422 members 
Entering Unmasked Estep 
Score: -21170950.000000 Penalty: 5968.835938
	Iteration 0F: 3 clusters Score -2.117095e+07 nChanged 80440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79452 members 
Mstep: Class 2 contains 88922 members 
Entering Unmasked Estep 
Score: -21217392.000000 Penalty: 5968.835938
	Iteration 1F: 3 clusters Score -2.121739e+07 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76771 members 
Mstep: Class 2 contains 91603 members 
Entering Unmasked Estep 
Score: -21218502.000000 Penalty: 5968.835938
	Iteration 2Q: 3 clusters Score -2.12185e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72704 members 
Mstep: Class 2 contains 95670 members 
Entering Unmasked Estep 
Score: -21220110.000000 Penalty: 5968.835938
	Iteration 3Q: 3 clusters Score -2.122011e+07 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66685 members 
Mstep: Class 2 contains 101689 members 
Entering Unmasked Estep 
Score: -21222794.000000 Penalty: 5968.835938
	Iteration 4Q: 3 clusters Score -2.122279e+07 nChanged 9045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57930 members 
Mstep: Class 2 contains 110444 members 
Entering Unmasked Estep 
Score: -21227796.000000 Penalty: 5968.835938
	Iteration 5F: 3 clusters Score -2.12278e+07 nChanged 12394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45634 members 
Mstep: Class 2 contains 122740 members 
Entering Unmasked Estep 
Score: -21236640.000000 Penalty: 5968.835938
	Iteration 6F: 3 clusters Score -2.123664e+07 nChanged 15184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 137896 members 
Entering Unmasked Estep 
Score: -21250346.000000 Penalty: 5968.835938
	Iteration 7F: 3 clusters Score -2.125035e+07 nChanged 14604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 152488 members 
Entering Unmasked Estep 
Score: -21264954.000000 Penalty: 5968.835938
	Iteration 8F: 3 clusters Score -2.126495e+07 nChanged 9716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 162202 members 
Entering Unmasked Estep 
Score: -21274608.000000 Penalty: 5968.835938
	Iteration 9F: 3 clusters Score -2.127461e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 166372 members 
Entering Unmasked Estep 
Score: -21278612.000000 Penalty: 5968.835938
	Iteration 10Q: 3 clusters Score -2.127861e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 167664 members 
Entering Unmasked Estep 
Score: -21279842.000000 Penalty: 5968.835938
	Iteration 11Q: 3 clusters Score -2.127984e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 167993 members 
Entering Unmasked Estep 
Score: -21280270.000000 Penalty: 5968.835938
	Iteration 12Q: 3 clusters Score -2.128027e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 168079 members 
Entering Unmasked Estep 
Score: -21280422.000000 Penalty: 5968.835938
	Iteration 13Q: 3 clusters Score -2.128042e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 168099 members 
Entering Unmasked Estep 
Score: -21280454.000000 Penalty: 5968.835938
	Iteration 14Q: 3 clusters Score -2.128045e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 168110 members 
Entering Unmasked Estep 
Score: -21280476.000000 Penalty: 5968.835938
	Iteration 15Q: 3 clusters Score -2.128048e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 168115 members 
Entering Unmasked Estep 
Score: -21280492.000000 Penalty: 5968.835938
	Iteration 16Q: 3 clusters Score -2.128049e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 168120 members 
Entering Unmasked Estep 
Score: -21280518.000000 Penalty: 5968.835938
	Iteration 17Q: 3 clusters Score -2.128052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 168125 members 
Entering Unmasked Estep 
Score: -21280530.000000 Penalty: 5968.835938
	Iteration 18Q: 3 clusters Score -2.128053e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 168126 members 
Entering Unmasked Estep 
Score: -21280520.000000 Penalty: 5968.835938
	Iteration 19Q: 3 clusters Score -2.128052e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 168129 members 
Entering Unmasked Estep 
Score: -21280548.000000 Penalty: 5968.835938
	Iteration 20F: 3 clusters Score -2.128055e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 168132 members 
Entering Unmasked Estep 
Score: -21280556.000000 Penalty: 5968.835938
	Iteration 21Q: 3 clusters Score -2.128056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 168135 members 
Entering Unmasked Estep 
Score: -21280564.000000 Penalty: 5968.835938
	Iteration 22Q: 3 clusters Score -2.128056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 168136 members 
Entering Unmasked Estep 
Score: -21280556.000000 Penalty: 5968.835938
	Iteration 23Q: 3 clusters Score -2.128056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 168136 members 
Entering Unmasked Estep 
Score: -21280556.000000 Penalty: 5968.835938
	Iteration 24F: 3 clusters Score -2.128056e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (95223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95223 members 
Entering Unmasked Estep 
Score: -12242337.000000 Penalty: 2843.066162
	Iteration 0F: 2 clusters Score -1.224234e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47275 members 
Mstep: Class 2 contains 47948 members 
Entering Unmasked Estep 
Score: -12178641.000000 Penalty: 5686.132324
	Iteration 0F: 3 clusters Score -1.217864e+07 nChanged 44937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44576 members 
Mstep: Class 2 contains 50647 members 
Entering Unmasked Estep 
Score: -12204185.000000 Penalty: 5686.132324
	Iteration 1F: 3 clusters Score -1.220418e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42912 members 
Mstep: Class 2 contains 52311 members 
Entering Unmasked Estep 
Score: -12204973.000000 Penalty: 5686.132324
	Iteration 2Q: 3 clusters Score -1.220497e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 54843 members 
Entering Unmasked Estep 
Score: -12206180.000000 Penalty: 5686.132324
	Iteration 3Q: 3 clusters Score -1.220618e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Mstep: Class 2 contains 58615 members 
Entering Unmasked Estep 
Score: -12208340.000000 Penalty: 5686.132324
	Iteration 4Q: 3 clusters Score -1.220834e+07 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 63878 members 
Entering Unmasked Estep 
Score: -12211742.000000 Penalty: 5686.132324
	Iteration 5F: 3 clusters Score -1.221174e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 70988 members 
Entering Unmasked Estep 
Score: -12217232.000000 Penalty: 5686.132324
	Iteration 6F: 3 clusters Score -1.221723e+07 nChanged 8268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 79250 members 
Entering Unmasked Estep 
Score: -12224611.000000 Penalty: 5686.132324
	Iteration 7F: 3 clusters Score -1.222461e+07 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 86739 members 
Entering Unmasked Estep 
Score: -12231879.000000 Penalty: 5686.132324
	Iteration 8F: 3 clusters Score -1.223188e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 91631 members 
Entering Unmasked Estep 
Score: -12236577.000000 Penalty: 5686.132324
	Iteration 9F: 3 clusters Score -1.223658e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 93839 members 
Entering Unmasked Estep 
Score: -12238565.000000 Penalty: 5686.132324
	Iteration 10Q: 3 clusters Score -1.223856e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 94597 members 
Entering Unmasked Estep 
Score: -12239314.000000 Penalty: 5686.132324
	Iteration 11Q: 3 clusters Score -1.223931e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 94799 members 
Entering Unmasked Estep 
Score: -12239561.000000 Penalty: 5686.132324
	Iteration 12Q: 3 clusters Score -1.223956e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 94863 members 
Entering Unmasked Estep 
Score: -12239661.000000 Penalty: 5686.132324
	Iteration 13Q: 3 clusters Score -1.223966e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 94884 members 
Entering Unmasked Estep 
Score: -12239698.000000 Penalty: 5686.132324
	Iteration 14Q: 3 clusters Score -1.22397e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 94893 members 
Entering Unmasked Estep 
Score: -12239728.000000 Penalty: 5686.132324
	Iteration 15Q: 3 clusters Score -1.223973e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 94908 members 
Entering Unmasked Estep 
Score: -12239755.000000 Penalty: 5686.132324
	Iteration 16Q: 3 clusters Score -1.223976e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 94923 members 
Entering Unmasked Estep 
Score: -12239777.000000 Penalty: 5686.132324
	Iteration 17Q: 3 clusters Score -1.223978e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 94932 members 
Entering Unmasked Estep 
Score: -12239781.000000 Penalty: 5686.132324
	Iteration 18Q: 3 clusters Score -1.223978e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 94934 members 
Entering Unmasked Estep 
Score: -12239789.000000 Penalty: 5686.132324
	Iteration 19Q: 3 clusters Score -1.223979e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 94943 members 
Entering Unmasked Estep 
Score: -12239810.000000 Penalty: 5686.132324
	Iteration 20F: 3 clusters Score -1.223981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 94947 members 
Entering Unmasked Estep 
Score: -12239812.000000 Penalty: 5686.132324
	Iteration 21Q: 3 clusters Score -1.223981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 94949 members 
Entering Unmasked Estep 
Score: -12239817.000000 Penalty: 5686.132324
	Iteration 22Q: 3 clusters Score -1.223982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 94950 members 
Entering Unmasked Estep 
Score: -12239814.000000 Penalty: 5686.132324
	Iteration 23Q: 3 clusters Score -1.223981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 94953 members 
Entering Unmasked Estep 
Score: -12239827.000000 Penalty: 5686.132324
	Iteration 24Q: 3 clusters Score -1.223983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 94954 members 
Entering Unmasked Estep 
Score: -12239827.000000 Penalty: 5686.132324
	Iteration 25Q: 3 clusters Score -1.223983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 94954 members 
Entering Unmasked Estep 
Score: -12239832.000000 Penalty: 5686.132324
	Iteration 26Q: 3 clusters Score -1.223983e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 94954 members 
Entering Unmasked Estep 
Score: -12239832.000000 Penalty: 5686.132324
	Iteration 27F: 3 clusters Score -1.223983e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Entering Unmasked Estep 
Score: -761531.062500 Penalty: 2156.319824
	Iteration 0F: 2 clusters Score -761531.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -756373.125000 Penalty: 4312.639648
	Iteration 0F: 3 clusters Score -756373.1 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -757653.312500 Penalty: 4312.639648
	Iteration 1F: 3 clusters Score -757653.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -757865.812500 Penalty: 4312.639648
	Iteration 2F: 3 clusters Score -757865.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -757997.375000 Penalty: 4312.639648
	Iteration 3Q: 3 clusters Score -757997.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -758111.625000 Penalty: 4312.639648
	Iteration 4Q: 3 clusters Score -758111.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -758188.937500 Penalty: 4312.639648
	Iteration 5Q: 3 clusters Score -758188.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -758246.687500 Penalty: 4312.639648
	Iteration 6Q: 3 clusters Score -758246.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -758296.812500 Penalty: 4312.639648
	Iteration 7Q: 3 clusters Score -758296.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -758337.812500 Penalty: 4312.639648
	Iteration 8Q: 3 clusters Score -758337.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -758368.937500 Penalty: 4312.639648
	Iteration 9Q: 3 clusters Score -758368.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -758402.375000 Penalty: 4312.639648
	Iteration 10Q: 3 clusters Score -758402.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -758442.250000 Penalty: 4312.639648
	Iteration 11Q: 3 clusters Score -758442.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -758473.562500 Penalty: 4312.639648
	Iteration 12Q: 3 clusters Score -758473.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -758499.812500 Penalty: 4312.639648
	Iteration 13Q: 3 clusters Score -758499.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -758527.875000 Penalty: 4312.639648
	Iteration 14Q: 3 clusters Score -758527.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -758550.562500 Penalty: 4312.639648
	Iteration 15Q: 3 clusters Score -758550.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -758570.062500 Penalty: 4312.639648
	Iteration 16Q: 3 clusters Score -758570.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -758593.812500 Penalty: 4312.639648
	Iteration 17Q: 3 clusters Score -758593.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -758626.312500 Penalty: 4312.639648
	Iteration 18Q: 3 clusters Score -758626.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -758661.625000 Penalty: 4312.639648
	Iteration 19Q: 3 clusters Score -758661.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -758692.937500 Penalty: 4312.639648
	Iteration 20F: 3 clusters Score -758692.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -758736.125000 Penalty: 4312.639648
	Iteration 21Q: 3 clusters Score -758736.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -758794.375000 Penalty: 4312.639648
	Iteration 22Q: 3 clusters Score -758794.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -758845.312500 Penalty: 4312.639648
	Iteration 23Q: 3 clusters Score -758845.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -758889.562500 Penalty: 4312.639648
	Iteration 24Q: 3 clusters Score -758889.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -758945.812500 Penalty: 4312.639648
	Iteration 25Q: 3 clusters Score -758945.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -759017.125000 Penalty: 4312.639648
	Iteration 26Q: 3 clusters Score -759017.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -759086.687500 Penalty: 4312.639648
	Iteration 27Q: 3 clusters Score -759086.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -759155.062500 Penalty: 4312.639648
	Iteration 28Q: 3 clusters Score -759155.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -759243.625000 Penalty: 4312.639648
	Iteration 29Q: 3 clusters Score -759243.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -759317.187500 Penalty: 4312.639648
	Iteration 30Q: 3 clusters Score -759317.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -759389.687500 Penalty: 4312.639648
	Iteration 31Q: 3 clusters Score -759389.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -759464.312500 Penalty: 4312.639648
	Iteration 32Q: 3 clusters Score -759464.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -759551.125000 Penalty: 4312.639648
	Iteration 33Q: 3 clusters Score -759551.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -759653.187500 Penalty: 4312.639648
	Iteration 34Q: 3 clusters Score -759653.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -759742.500000 Penalty: 4312.639648
	Iteration 35Q: 3 clusters Score -759742.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -759816.500000 Penalty: 4312.639648
	Iteration 36Q: 3 clusters Score -759816.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -759903.562500 Penalty: 4312.639648
	Iteration 37Q: 3 clusters Score -759903.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -759969.875000 Penalty: 4312.639648
	Iteration 38Q: 3 clusters Score -759969.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -760019.437500 Penalty: 4312.639648
	Iteration 39Q: 3 clusters Score -760019.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -760061.312500 Penalty: 4312.639648
	Iteration 40F: 3 clusters Score -760061.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -760101.687500 Penalty: 4312.639648
	Iteration 41Q: 3 clusters Score -760101.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -760126.062500 Penalty: 4312.639648
	Iteration 42Q: 3 clusters Score -760126.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -760139.937500 Penalty: 4312.639648
	Iteration 43Q: 3 clusters Score -760139.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -760147.000000 Penalty: 4312.639648
	Iteration 44Q: 3 clusters Score -760147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -760147.812500 Penalty: 4312.639648
	Iteration 45Q: 3 clusters Score -760147.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -760153.562500 Penalty: 4312.639648
	Iteration 46Q: 3 clusters Score -760153.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -760154.937500 Penalty: 4312.639648
	Iteration 47Q: 3 clusters Score -760154.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -760157.000000 Penalty: 4312.639648
	Iteration 48Q: 3 clusters Score -760157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -760157.562500 Penalty: 4312.639648
	Iteration 49Q: 3 clusters Score -760157.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -760159.937500 Penalty: 4312.639648
	Iteration 50Q: 3 clusters Score -760159.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -760160.875000 Penalty: 4312.639648
	Iteration 51Q: 3 clusters Score -760160.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -760160.875000 Penalty: 4312.639648
	Iteration 52F: 3 clusters Score -760160.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Entering Unmasked Estep 
Score: -678213.062500 Penalty: 2124.222168
	Iteration 0F: 2 clusters Score -678213.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -673556.062500 Penalty: 4248.444336
	Iteration 0F: 3 clusters Score -673556.1 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -674634.437500 Penalty: 4248.444336
	Iteration 1F: 3 clusters Score -674634.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -674828.937500 Penalty: 4248.444336
	Iteration 2F: 3 clusters Score -674828.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -674959.312500 Penalty: 4248.444336
	Iteration 3Q: 3 clusters Score -674959.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -675045.500000 Penalty: 4248.444336
	Iteration 4Q: 3 clusters Score -675045.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -675114.187500 Penalty: 4248.444336
	Iteration 5Q: 3 clusters Score -675114.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -675187.500000 Penalty: 4248.444336
	Iteration 6Q: 3 clusters Score -675187.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -675240.937500 Penalty: 4248.444336
	Iteration 7Q: 3 clusters Score -675240.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -675278.937500 Penalty: 4248.444336
	Iteration 8Q: 3 clusters Score -675278.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -675312.687500 Penalty: 4248.444336
	Iteration 9Q: 3 clusters Score -675312.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -675342.875000 Penalty: 4248.444336
	Iteration 10Q: 3 clusters Score -675342.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -675375.812500 Penalty: 4248.444336
	Iteration 11Q: 3 clusters Score -675375.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -675408.000000 Penalty: 4248.444336
	Iteration 12Q: 3 clusters Score -675408 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -675443.000000 Penalty: 4248.444336
	Iteration 13Q: 3 clusters Score -675443 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -675479.750000 Penalty: 4248.444336
	Iteration 14Q: 3 clusters Score -675479.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -675514.687500 Penalty: 4248.444336
	Iteration 15Q: 3 clusters Score -675514.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -675548.062500 Penalty: 4248.444336
	Iteration 16Q: 3 clusters Score -675548.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -675586.187500 Penalty: 4248.444336
	Iteration 17Q: 3 clusters Score -675586.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -675624.562500 Penalty: 4248.444336
	Iteration 18Q: 3 clusters Score -675624.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -675659.937500 Penalty: 4248.444336
	Iteration 19Q: 3 clusters Score -675659.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -675701.500000 Penalty: 4248.444336
	Iteration 20F: 3 clusters Score -675701.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -675738.250000 Penalty: 4248.444336
	Iteration 21Q: 3 clusters Score -675738.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -675782.500000 Penalty: 4248.444336
	Iteration 22Q: 3 clusters Score -675782.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -675823.812500 Penalty: 4248.444336
	Iteration 23Q: 3 clusters Score -675823.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -675855.937500 Penalty: 4248.444336
	Iteration 24Q: 3 clusters Score -675855.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -675884.562500 Penalty: 4248.444336
	Iteration 25Q: 3 clusters Score -675884.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -675920.125000 Penalty: 4248.444336
	Iteration 26Q: 3 clusters Score -675920.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -675949.937500 Penalty: 4248.444336
	Iteration 27Q: 3 clusters Score -675949.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -675974.062500 Penalty: 4248.444336
	Iteration 28Q: 3 clusters Score -675974.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -675998.500000 Penalty: 4248.444336
	Iteration 29Q: 3 clusters Score -675998.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -676019.437500 Penalty: 4248.444336
	Iteration 30Q: 3 clusters Score -676019.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -676040.812500 Penalty: 4248.444336
	Iteration 31Q: 3 clusters Score -676040.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -676050.812500 Penalty: 4248.444336
	Iteration 32Q: 3 clusters Score -676050.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -676061.500000 Penalty: 4248.444336
	Iteration 33Q: 3 clusters Score -676061.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -676074.687500 Penalty: 4248.444336
	Iteration 34Q: 3 clusters Score -676074.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -676091.000000 Penalty: 4248.444336
	Iteration 35Q: 3 clusters Score -676091 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -676109.187500 Penalty: 4248.444336
	Iteration 36Q: 3 clusters Score -676109.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -676131.562500 Penalty: 4248.444336
	Iteration 37Q: 3 clusters Score -676131.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -676146.375000 Penalty: 4248.444336
	Iteration 38Q: 3 clusters Score -676146.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -676156.625000 Penalty: 4248.444336
	Iteration 39Q: 3 clusters Score -676156.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -676167.437500 Penalty: 4248.444336
	Iteration 40F: 3 clusters Score -676167.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -676179.562500 Penalty: 4248.444336
	Iteration 41Q: 3 clusters Score -676179.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -676194.500000 Penalty: 4248.444336
	Iteration 42Q: 3 clusters Score -676194.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -676208.062500 Penalty: 4248.444336
	Iteration 43Q: 3 clusters Score -676208.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -676222.375000 Penalty: 4248.444336
	Iteration 44Q: 3 clusters Score -676222.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -676231.750000 Penalty: 4248.444336
	Iteration 45Q: 3 clusters Score -676231.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -676239.500000 Penalty: 4248.444336
	Iteration 46Q: 3 clusters Score -676239.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -676248.562500 Penalty: 4248.444336
	Iteration 47Q: 3 clusters Score -676248.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -676251.937500 Penalty: 4248.444336
	Iteration 48Q: 3 clusters Score -676251.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -676260.437500 Penalty: 4248.444336
	Iteration 49Q: 3 clusters Score -676260.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -676272.375000 Penalty: 4248.444336
	Iteration 50Q: 3 clusters Score -676272.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -676286.000000 Penalty: 4248.444336
	Iteration 51Q: 3 clusters Score -676286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -676292.875000 Penalty: 4248.444336
	Iteration 52Q: 3 clusters Score -676292.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -676296.187500 Penalty: 4248.444336
	Iteration 53Q: 3 clusters Score -676296.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -676297.750000 Penalty: 4248.444336
	Iteration 54Q: 3 clusters Score -676297.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -676301.687500 Penalty: 4248.444336
	Iteration 55Q: 3 clusters Score -676301.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -676303.875000 Penalty: 4248.444336
	Iteration 56Q: 3 clusters Score -676303.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -676307.437500 Penalty: 4248.444336
	Iteration 57Q: 3 clusters Score -676307.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -676310.562500 Penalty: 4248.444336
	Iteration 58Q: 3 clusters Score -676310.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -676311.937500 Penalty: 4248.444336
	Iteration 59Q: 3 clusters Score -676311.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -676311.937500 Penalty: 4248.444336
	Iteration 60F: 3 clusters Score -676311.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Entering Unmasked Estep 
Score: -134617.984375 Penalty: 1731.750000
	Iteration 0F: 2 clusters Score -134618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -132623.796875 Penalty: 3463.500000
	Iteration 0F: 3 clusters Score -132623.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -132926.515625 Penalty: 3463.500000
	Iteration 1F: 3 clusters Score -132926.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -133011.093750 Penalty: 3463.500000
	Iteration 2F: 3 clusters Score -133011.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -133074.281250 Penalty: 3463.500000
	Iteration 3Q: 3 clusters Score -133074.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -133105.640625 Penalty: 3463.500000
	Iteration 4Q: 3 clusters Score -133105.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -133117.140625 Penalty: 3463.500000
	Iteration 5Q: 3 clusters Score -133117.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -133124.265625 Penalty: 3463.500000
	Iteration 6Q: 3 clusters Score -133124.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -133129.218750 Penalty: 3463.500000
	Iteration 7Q: 3 clusters Score -133129.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -133134.718750 Penalty: 3463.500000
	Iteration 8Q: 3 clusters Score -133134.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -133137.500000 Penalty: 3463.500000
	Iteration 9Q: 3 clusters Score -133137.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -133141.406250 Penalty: 3463.500000
	Iteration 10Q: 3 clusters Score -133141.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -133143.750000 Penalty: 3463.500000
	Iteration 11Q: 3 clusters Score -133143.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -133143.750000 Penalty: 3463.500000
	Iteration 12F: 3 clusters Score -133143.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Entering Unmasked Estep 
Score: -228569.312500 Penalty: 1863.670288
	Iteration 0F: 2 clusters Score -228569.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -226077.984375 Penalty: 3727.340576
	Iteration 0F: 3 clusters Score -226078 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -226568.078125 Penalty: 3727.340576
	Iteration 1F: 3 clusters Score -226568.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -226813.312500 Penalty: 3727.340576
	Iteration 2F: 3 clusters Score -226813.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -227030.859375 Penalty: 3727.340576
	Iteration 3F: 3 clusters Score -227030.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -227250.781250 Penalty: 3727.340576
	Iteration 4F: 3 clusters Score -227250.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -227436.156250 Penalty: 3727.340576
	Iteration 5F: 3 clusters Score -227436.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -227577.343750 Penalty: 3727.340576
	Iteration 6F: 3 clusters Score -227577.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -227672.484375 Penalty: 3727.340576
	Iteration 7Q: 3 clusters Score -227672.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -227740.671875 Penalty: 3727.340576
	Iteration 8Q: 3 clusters Score -227740.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -227773.250000 Penalty: 3727.340576
	Iteration 9Q: 3 clusters Score -227773.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -227793.484375 Penalty: 3727.340576
	Iteration 10Q: 3 clusters Score -227793.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -227805.734375 Penalty: 3727.340576
	Iteration 11Q: 3 clusters Score -227805.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -227822.703125 Penalty: 3727.340576
	Iteration 12Q: 3 clusters Score -227822.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -227838.359375 Penalty: 3727.340576
	Iteration 13Q: 3 clusters Score -227838.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -227848.843750 Penalty: 3727.340576
	Iteration 14Q: 3 clusters Score -227848.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -227852.078125 Penalty: 3727.340576
	Iteration 15Q: 3 clusters Score -227852.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -227859.984375 Penalty: 3727.340576
	Iteration 16Q: 3 clusters Score -227860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -227868.015625 Penalty: 3727.340576
	Iteration 17Q: 3 clusters Score -227868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -227873.781250 Penalty: 3727.340576
	Iteration 18Q: 3 clusters Score -227873.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -227878.828125 Penalty: 3727.340576
	Iteration 19Q: 3 clusters Score -227878.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -227881.703125 Penalty: 3727.340576
	Iteration 20F: 3 clusters Score -227881.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -227884.281250 Penalty: 3727.340576
	Iteration 21Q: 3 clusters Score -227884.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -227888.140625 Penalty: 3727.340576
	Iteration 22Q: 3 clusters Score -227888.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -227892.609375 Penalty: 3727.340576
	Iteration 23Q: 3 clusters Score -227892.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -227899.218750 Penalty: 3727.340576
	Iteration 24Q: 3 clusters Score -227899.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -227911.265625 Penalty: 3727.340576
	Iteration 25Q: 3 clusters Score -227911.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -227916.046875 Penalty: 3727.340576
	Iteration 26Q: 3 clusters Score -227916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -227917.968750 Penalty: 3727.340576
	Iteration 27Q: 3 clusters Score -227918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -227917.968750 Penalty: 3727.340576
	Iteration 28F: 3 clusters Score -227918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -102643.890625 Penalty: 1699.879883
	Iteration 0F: 2 clusters Score -102643.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -100840.281250 Penalty: 3399.759766
	Iteration 0F: 3 clusters Score -100840.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -101393.265625 Penalty: 3399.759766
	Iteration 1F: 3 clusters Score -101393.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -101897.226562 Penalty: 3399.759766
	Iteration 2F: 3 clusters Score -101897.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -102298.375000 Penalty: 3399.759766
	Iteration 3F: 3 clusters Score -102298.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -102702.484375 Penalty: 3399.759766
	Iteration 4F: 3 clusters Score -102702.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -103087.929688 Penalty: 3399.759766
	Iteration 5F: 3 clusters Score -103087.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -103268.898438 Penalty: 3399.759766
	Iteration 6F: 3 clusters Score -103268.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -103422.242188 Penalty: 3399.759766
	Iteration 7Q: 3 clusters Score -103422.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -103487.359375 Penalty: 3399.759766
	Iteration 8Q: 3 clusters Score -103487.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -103508.835938 Penalty: 3399.759766
	Iteration 9Q: 3 clusters Score -103508.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -103540.398438 Penalty: 3399.759766
	Iteration 10Q: 3 clusters Score -103540.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -103550.062500 Penalty: 3399.759766
	Iteration 11Q: 3 clusters Score -103550.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -103553.242188 Penalty: 3399.759766
	Iteration 12Q: 3 clusters Score -103553.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -103558.570312 Penalty: 3399.759766
	Iteration 13Q: 3 clusters Score -103558.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -103562.562500 Penalty: 3399.759766
	Iteration 14Q: 3 clusters Score -103562.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -103574.265625 Penalty: 3399.759766
	Iteration 15Q: 3 clusters Score -103574.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -103587.398438 Penalty: 3399.759766
	Iteration 16Q: 3 clusters Score -103587.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -103605.820312 Penalty: 3399.759766
	Iteration 17Q: 3 clusters Score -103605.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -103620.617188 Penalty: 3399.759766
	Iteration 18Q: 3 clusters Score -103620.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -103639.960938 Penalty: 3399.759766
	Iteration 19Q: 3 clusters Score -103640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -103651.320312 Penalty: 3399.759766
	Iteration 20F: 3 clusters Score -103651.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -103675.523438 Penalty: 3399.759766
	Iteration 21Q: 3 clusters Score -103675.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -103713.000000 Penalty: 3399.759766
	Iteration 22Q: 3 clusters Score -103713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -103720.445312 Penalty: 3399.759766
	Iteration 23Q: 3 clusters Score -103720.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -103725.367188 Penalty: 3399.759766
	Iteration 24Q: 3 clusters Score -103725.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -103725.367188 Penalty: 3399.759766
	Iteration 25F: 3 clusters Score -103725.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 24750 members 
Mstep: Class 3 contains 5330 members 
Mstep: Class 4 contains 1506 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9028 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 100051 members 
Mstep: Class 11 contains 17678 members 
Mstep: Class 12 contains 168374 members 
Mstep: Class 13 contains 225 members 
Mstep: Class 16 contains 95223 members 
Mstep: Class 17 contains 5972 members 
Mstep: Class 18 contains 5247 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 723 members 
Entering Unmasked Estep 
Score: -57707384.000000 Penalty: 61452.480469
Splitting cluster 22 changes total score from -57707832.000000 to -57707384.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 24750 members 
Mstep: Class 3 contains 5330 members 
Mstep: Class 4 contains 1506 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9028 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 100051 members 
Mstep: Class 11 contains 17678 members 
Mstep: Class 12 contains 168374 members 
Mstep: Class 16 contains 95223 members 
Mstep: Class 17 contains 5972 members 
Mstep: Class 18 contains 5247 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707864.000000 Penalty: 58218.136719
Iteration 319Q: 19 clusters Score -5.770786e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 24763 members 
Mstep: Class 3 contains 5334 members 
Mstep: Class 4 contains 1486 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9036 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 99672 members 
Mstep: Class 11 contains 17708 members 
Mstep: Class 12 contains 168746 members 
Mstep: Class 16 contains 95208 members 
Mstep: Class 17 contains 5976 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707760.000000 Penalty: 58218.136719
Iteration 320F: 19 clusters Score -5.770776e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 24773 members 
Mstep: Class 3 contains 5340 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9041 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 99289 members 
Mstep: Class 11 contains 17732 members 
Mstep: Class 12 contains 169130 members 
Mstep: Class 16 contains 95190 members 
Mstep: Class 17 contains 5978 members 
Mstep: Class 18 contains 5236 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707900.000000 Penalty: 58218.136719
Iteration 321Q: 19 clusters Score -5.77079e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 24787 members 
Mstep: Class 3 contains 5345 members 
Mstep: Class 4 contains 1450 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9044 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 98876 members 
Mstep: Class 11 contains 17769 members 
Mstep: Class 12 contains 169522 members 
Mstep: Class 16 contains 95186 members 
Mstep: Class 17 contains 5980 members 
Mstep: Class 18 contains 5228 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707984.000000 Penalty: 58218.136719
Iteration 322Q: 19 clusters Score -5.770798e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 24791 members 
Mstep: Class 3 contains 5350 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9046 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 98436 members 
Mstep: Class 11 contains 17797 members 
Mstep: Class 12 contains 169954 members 
Mstep: Class 16 contains 95174 members 
Mstep: Class 17 contains 5988 members 
Mstep: Class 18 contains 5223 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57708084.000000 Penalty: 58218.136719
Iteration 323Q: 19 clusters Score -5.770808e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 24791 members 
Mstep: Class 3 contains 5355 members 
Mstep: Class 4 contains 1421 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9047 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 97975 members 
Mstep: Class 11 contains 17820 members 
Mstep: Class 12 contains 170430 members 
Mstep: Class 16 contains 95153 members 
Mstep: Class 17 contains 5992 members 
Mstep: Class 18 contains 5220 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57708084.000000 Penalty: 58218.136719
Iteration 324Q: 19 clusters Score -5.770808e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 24791 members 
Mstep: Class 3 contains 5364 members 
Mstep: Class 4 contains 1408 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9050 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 97495 members 
Mstep: Class 11 contains 17842 members 
Mstep: Class 12 contains 170899 members 
Mstep: Class 16 contains 95154 members 
Mstep: Class 17 contains 5997 members 
Mstep: Class 18 contains 5217 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57708104.000000 Penalty: 58218.136719
Iteration 325Q: 19 clusters Score -5.77081e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 24787 members 
Mstep: Class 3 contains 5372 members 
Mstep: Class 4 contains 1392 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9050 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 97021 members 
Mstep: Class 11 contains 17862 members 
Mstep: Class 12 contains 171393 members 
Mstep: Class 16 contains 95138 members 
Mstep: Class 17 contains 5999 members 
Mstep: Class 18 contains 5213 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57708148.000000 Penalty: 58218.136719
Iteration 326Q: 19 clusters Score -5.770815e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 24771 members 
Mstep: Class 3 contains 5375 members 
Mstep: Class 4 contains 1386 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9053 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 96558 members 
Mstep: Class 11 contains 17886 members 
Mstep: Class 12 contains 171887 members 
Mstep: Class 16 contains 95108 members 
Mstep: Class 17 contains 6002 members 
Mstep: Class 18 contains 5221 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57708052.000000 Penalty: 58218.136719
Iteration 327Q: 19 clusters Score -5.770805e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 24761 members 
Mstep: Class 3 contains 5387 members 
Mstep: Class 4 contains 1382 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9062 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 96075 members 
Mstep: Class 11 contains 17914 members 
Mstep: Class 12 contains 172367 members 
Mstep: Class 16 contains 95094 members 
Mstep: Class 17 contains 6005 members 
Mstep: Class 18 contains 5226 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707876.000000 Penalty: 58218.136719
Iteration 328Q: 19 clusters Score -5.770788e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 24753 members 
Mstep: Class 3 contains 5393 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9071 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 95586 members 
Mstep: Class 11 contains 17942 members 
Mstep: Class 12 contains 172853 members 
Mstep: Class 16 contains 95084 members 
Mstep: Class 17 contains 6006 members 
Mstep: Class 18 contains 5221 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707824.000000 Penalty: 58218.136719
Iteration 329Q: 19 clusters Score -5.770782e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 24754 members 
Mstep: Class 3 contains 5397 members 
Mstep: Class 4 contains 1365 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9075 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 95082 members 
Mstep: Class 11 contains 17966 members 
Mstep: Class 12 contains 173349 members 
Mstep: Class 16 contains 95080 members 
Mstep: Class 17 contains 6008 members 
Mstep: Class 18 contains 5221 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707812.000000 Penalty: 58218.136719
Iteration 330Q: 19 clusters Score -5.770781e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 24746 members 
Mstep: Class 3 contains 5402 members 
Mstep: Class 4 contains 1356 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9079 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 94588 members 
Mstep: Class 11 contains 17999 members 
Mstep: Class 12 contains 173864 members 
Mstep: Class 16 contains 95064 members 
Mstep: Class 17 contains 6008 members 
Mstep: Class 18 contains 5211 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707820.000000 Penalty: 58218.136719
Iteration 331Q: 19 clusters Score -5.770782e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 24747 members 
Mstep: Class 3 contains 5416 members 
Mstep: Class 4 contains 1348 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9084 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 94059 members 
Mstep: Class 11 contains 18037 members 
Mstep: Class 12 contains 174387 members 
Mstep: Class 16 contains 95048 members 
Mstep: Class 17 contains 6009 members 
Mstep: Class 18 contains 5203 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707808.000000 Penalty: 58218.136719
Iteration 332Q: 19 clusters Score -5.770781e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 24735 members 
Mstep: Class 3 contains 5423 members 
Mstep: Class 4 contains 1340 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9089 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 93565 members 
Mstep: Class 11 contains 18066 members 
Mstep: Class 12 contains 174891 members 
Mstep: Class 16 contains 95036 members 
Mstep: Class 17 contains 6015 members 
Mstep: Class 18 contains 5193 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707764.000000 Penalty: 58218.136719
Iteration 333Q: 19 clusters Score -5.770776e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 24733 members 
Mstep: Class 3 contains 5440 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9097 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 93062 members 
Mstep: Class 11 contains 18094 members 
Mstep: Class 12 contains 175388 members 
Mstep: Class 16 contains 95007 members 
Mstep: Class 17 contains 6020 members 
Mstep: Class 18 contains 5188 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707720.000000 Penalty: 58218.136719
Iteration 334Q: 19 clusters Score -5.770772e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 24736 members 
Mstep: Class 3 contains 5455 members 
Mstep: Class 4 contains 1325 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9098 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 92562 members 
Mstep: Class 11 contains 18119 members 
Mstep: Class 12 contains 175888 members 
Mstep: Class 16 contains 94992 members 
Mstep: Class 17 contains 6024 members 
Mstep: Class 18 contains 5184 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707604.000000 Penalty: 58218.136719
Iteration 335Q: 19 clusters Score -5.77076e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 24725 members 
Mstep: Class 3 contains 5473 members 
Mstep: Class 4 contains 1319 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9107 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 92042 members 
Mstep: Class 11 contains 18137 members 
Mstep: Class 12 contains 176393 members 
Mstep: Class 16 contains 94990 members 
Mstep: Class 17 contains 6024 members 
Mstep: Class 18 contains 5184 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707500.000000 Penalty: 58218.136719
Iteration 336Q: 19 clusters Score -5.77075e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 24721 members 
Mstep: Class 3 contains 5495 members 
Mstep: Class 4 contains 1307 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9110 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 91523 members 
Mstep: Class 11 contains 18162 members 
Mstep: Class 12 contains 176878 members 
Mstep: Class 16 contains 94983 members 
Mstep: Class 17 contains 6030 members 
Mstep: Class 18 contains 5184 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707576.000000 Penalty: 58218.136719
Iteration 337Q: 19 clusters Score -5.770758e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 24712 members 
Mstep: Class 3 contains 5513 members 
Mstep: Class 4 contains 1301 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9114 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 90971 members 
Mstep: Class 11 contains 18191 members 
Mstep: Class 12 contains 177401 members 
Mstep: Class 16 contains 94978 members 
Mstep: Class 17 contains 6036 members 
Mstep: Class 18 contains 5188 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707592.000000 Penalty: 58218.136719
Iteration 338Q: 19 clusters Score -5.770759e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 24698 members 
Mstep: Class 3 contains 5539 members 
Mstep: Class 4 contains 1295 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9115 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 90367 members 
Mstep: Class 11 contains 18218 members 
Mstep: Class 12 contains 177982 members 
Mstep: Class 16 contains 94982 members 
Mstep: Class 17 contains 6041 members 
Mstep: Class 18 contains 5188 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707756.000000 Penalty: 58218.136719
Iteration 339Q: 19 clusters Score -5.770776e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 24688 members 
Mstep: Class 3 contains 5563 members 
Mstep: Class 4 contains 1283 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9112 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 89809 members 
Mstep: Class 11 contains 18238 members 
Mstep: Class 12 contains 178560 members 
Mstep: Class 16 contains 94973 members 
Mstep: Class 17 contains 6039 members 
Mstep: Class 18 contains 5196 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707852.000000 Penalty: 58218.136719
Iteration 340F: 19 clusters Score -5.770785e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 24687 members 
Mstep: Class 3 contains 5587 members 
Mstep: Class 4 contains 1270 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9112 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 89281 members 
Mstep: Class 11 contains 18264 members 
Mstep: Class 12 contains 179103 members 
Mstep: Class 16 contains 94961 members 
Mstep: Class 17 contains 6042 members 
Mstep: Class 18 contains 5196 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707764.000000 Penalty: 58218.136719
Iteration 341Q: 19 clusters Score -5.770776e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 24679 members 
Mstep: Class 3 contains 5609 members 
Mstep: Class 4 contains 1258 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9115 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 88765 members 
Mstep: Class 11 contains 18296 members 
Mstep: Class 12 contains 179624 members 
Mstep: Class 16 contains 94946 members 
Mstep: Class 17 contains 6041 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707824.000000 Penalty: 58218.136719
Iteration 342Q: 19 clusters Score -5.770782e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 24663 members 
Mstep: Class 3 contains 5629 members 
Mstep: Class 4 contains 1249 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9116 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 88262 members 
Mstep: Class 11 contains 18321 members 
Mstep: Class 12 contains 180147 members 
Mstep: Class 16 contains 94931 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 5215 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707768.000000 Penalty: 58218.136719
Iteration 343Q: 19 clusters Score -5.770777e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 24653 members 
Mstep: Class 3 contains 5650 members 
Mstep: Class 4 contains 1242 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9121 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 87767 members 
Mstep: Class 11 contains 18357 members 
Mstep: Class 12 contains 180616 members 
Mstep: Class 16 contains 94923 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 5219 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707852.000000 Penalty: 58218.136719
Iteration 344Q: 19 clusters Score -5.770785e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 24648 members 
Mstep: Class 3 contains 5665 members 
Mstep: Class 4 contains 1235 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9123 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 87301 members 
Mstep: Class 11 contains 18389 members 
Mstep: Class 12 contains 181067 members 
Mstep: Class 16 contains 94904 members 
Mstep: Class 17 contains 6056 members 
Mstep: Class 18 contains 5225 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707848.000000 Penalty: 58218.136719
Iteration 345Q: 19 clusters Score -5.770785e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 24647 members 
Mstep: Class 3 contains 5687 members 
Mstep: Class 4 contains 1231 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 9126 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 86821 members 
Mstep: Class 11 contains 18420 members 
Mstep: Class 12 contains 181518 members 
Mstep: Class 16 contains 94892 members 
Mstep: Class 17 contains 6059 members 
Mstep: Class 18 contains 5232 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707888.000000 Penalty: 58218.136719
Iteration 346Q: 19 clusters Score -5.770789e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 24638 members 
Mstep: Class 3 contains 5718 members 
Mstep: Class 4 contains 1226 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 9134 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 86323 members 
Mstep: Class 11 contains 18455 members 
Mstep: Class 12 contains 181987 members 
Mstep: Class 16 contains 94878 members 
Mstep: Class 17 contains 6061 members 
Mstep: Class 18 contains 5234 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707860.000000 Penalty: 58218.136719
Iteration 347Q: 19 clusters Score -5.770786e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 24626 members 
Mstep: Class 3 contains 5761 members 
Mstep: Class 4 contains 1220 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 9136 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 85860 members 
Mstep: Class 11 contains 18497 members 
Mstep: Class 12 contains 182423 members 
Mstep: Class 16 contains 94857 members 
Mstep: Class 17 contains 6063 members 
Mstep: Class 18 contains 5237 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707908.000000 Penalty: 58218.136719
Iteration 348Q: 19 clusters Score -5.770791e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 24623 members 
Mstep: Class 3 contains 5805 members 
Mstep: Class 4 contains 1215 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 9138 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 85387 members 
Mstep: Class 11 contains 18524 members 
Mstep: Class 12 contains 182874 members 
Mstep: Class 16 contains 94844 members 
Mstep: Class 17 contains 6065 members 
Mstep: Class 18 contains 5238 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707912.000000 Penalty: 58218.136719
Iteration 349Q: 19 clusters Score -5.770791e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 24614 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 1209 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 9140 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 84915 members 
Mstep: Class 11 contains 18553 members 
Mstep: Class 12 contains 183338 members 
Mstep: Class 16 contains 94818 members 
Mstep: Class 17 contains 6068 members 
Mstep: Class 18 contains 5237 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707944.000000 Penalty: 58218.136719
Iteration 350Q: 19 clusters Score -5.770794e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 24609 members 
Mstep: Class 3 contains 5877 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 9147 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 84443 members 
Mstep: Class 11 contains 18596 members 
Mstep: Class 12 contains 183781 members 
Mstep: Class 16 contains 94797 members 
Mstep: Class 17 contains 6067 members 
Mstep: Class 18 contains 5235 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707916.000000 Penalty: 58218.136719
Iteration 351Q: 19 clusters Score -5.770792e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 24606 members 
Mstep: Class 3 contains 5925 members 
Mstep: Class 4 contains 1197 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 9152 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 83966 members 
Mstep: Class 11 contains 18632 members 
Mstep: Class 12 contains 184218 members 
Mstep: Class 16 contains 94778 members 
Mstep: Class 17 contains 6069 members 
Mstep: Class 18 contains 5234 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707980.000000 Penalty: 58218.136719
Iteration 352Q: 19 clusters Score -5.770798e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 24613 members 
Mstep: Class 3 contains 5958 members 
Mstep: Class 4 contains 1196 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 9153 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 83524 members 
Mstep: Class 11 contains 18662 members 
Mstep: Class 12 contains 184616 members 
Mstep: Class 16 contains 94770 members 
Mstep: Class 17 contains 6069 members 
Mstep: Class 18 contains 5234 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57708108.000000 Penalty: 58218.136719
Iteration 353Q: 19 clusters Score -5.770811e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 24598 members 
Mstep: Class 3 contains 5994 members 
Mstep: Class 4 contains 1191 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 9155 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 83112 members 
Mstep: Class 11 contains 18698 members 
Mstep: Class 12 contains 184999 members 
Mstep: Class 16 contains 94772 members 
Mstep: Class 17 contains 6067 members 
Mstep: Class 18 contains 5236 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57708104.000000 Penalty: 58218.136719
Iteration 354Q: 19 clusters Score -5.77081e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 24590 members 
Mstep: Class 3 contains 6035 members 
Mstep: Class 4 contains 1188 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 9156 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 82731 members 
Mstep: Class 11 contains 18732 members 
Mstep: Class 12 contains 185345 members 
Mstep: Class 16 contains 94773 members 
Mstep: Class 17 contains 6070 members 
Mstep: Class 18 contains 5237 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57708140.000000 Penalty: 58218.136719
Iteration 355Q: 19 clusters Score -5.770814e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 24585 members 
Mstep: Class 3 contains 6069 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 9157 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 82336 members 
Mstep: Class 11 contains 18764 members 
Mstep: Class 12 contains 185719 members 
Mstep: Class 16 contains 94758 members 
Mstep: Class 17 contains 6071 members 
Mstep: Class 18 contains 5234 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707988.000000 Penalty: 58218.136719
Iteration 356Q: 19 clusters Score -5.770799e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 24588 members 
Mstep: Class 3 contains 6097 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 9151 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 81925 members 
Mstep: Class 11 contains 18797 members 
Mstep: Class 12 contains 186101 members 
Mstep: Class 16 contains 94761 members 
Mstep: Class 17 contains 6074 members 
Mstep: Class 18 contains 5233 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707988.000000 Penalty: 58218.136719
Iteration 357Q: 19 clusters Score -5.770799e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 24585 members 
Mstep: Class 3 contains 6123 members 
Mstep: Class 4 contains 1178 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 9148 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 81536 members 
Mstep: Class 11 contains 18833 members 
Mstep: Class 12 contains 186487 members 
Mstep: Class 16 contains 94761 members 
Mstep: Class 17 contains 6075 members 
Mstep: Class 18 contains 5230 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707956.000000 Penalty: 58218.136719
Iteration 358Q: 19 clusters Score -5.770796e+07 nChanged 574
Entering ConstructFrom: 
Score: -57707956.000000 Penalty: 58218.136719
Entering ConstructFrom: 
Trying to split cluster 1 (20500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Entering Unmasked Estep 
Score: -2634035.500000 Penalty: 2462.188477
	Iteration 0F: 2 clusters Score -2634036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -2619767.250000 Penalty: 4924.376953
	Iteration 0F: 3 clusters Score -2619767 nChanged 8941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2624407.000000 Penalty: 4924.376953
	Iteration 1F: 3 clusters Score -2624407 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -2624756.750000 Penalty: 4924.376953
	Iteration 2F: 3 clusters Score -2624757 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -2625032.000000 Penalty: 4924.376953
	Iteration 3Q: 3 clusters Score -2625032 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2625318.500000 Penalty: 4924.376953
	Iteration 4Q: 3 clusters Score -2625318 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -2625623.250000 Penalty: 4924.376953
	Iteration 5Q: 3 clusters Score -2625623 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2625986.750000 Penalty: 4924.376953
	Iteration 6Q: 3 clusters Score -2625987 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -2626450.250000 Penalty: 4924.376953
	Iteration 7Q: 3 clusters Score -2626450 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -2627057.750000 Penalty: 4924.376953
	Iteration 8Q: 3 clusters Score -2627058 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -2627903.250000 Penalty: 4924.376953
	Iteration 9F: 3 clusters Score -2627903 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2628945.250000 Penalty: 4924.376953
	Iteration 10F: 3 clusters Score -2628945 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2629930.500000 Penalty: 4924.376953
	Iteration 11F: 3 clusters Score -2629930 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2630659.000000 Penalty: 4924.376953
	Iteration 12Q: 3 clusters Score -2630659 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2631171.750000 Penalty: 4924.376953
	Iteration 13Q: 3 clusters Score -2631172 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2631463.250000 Penalty: 4924.376953
	Iteration 14Q: 3 clusters Score -2631463 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2631607.750000 Penalty: 4924.376953
	Iteration 15Q: 3 clusters Score -2631608 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2631716.500000 Penalty: 4924.376953
	Iteration 16Q: 3 clusters Score -2631716 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2631795.250000 Penalty: 4924.376953
	Iteration 17Q: 3 clusters Score -2631795 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2631837.000000 Penalty: 4924.376953
	Iteration 18Q: 3 clusters Score -2631837 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2631862.250000 Penalty: 4924.376953
	Iteration 19Q: 3 clusters Score -2631862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2631882.500000 Penalty: 4924.376953
	Iteration 20F: 3 clusters Score -2631882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2631888.500000 Penalty: 4924.376953
	Iteration 21Q: 3 clusters Score -2631888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2631895.750000 Penalty: 4924.376953
	Iteration 22Q: 3 clusters Score -2631896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2631903.750000 Penalty: 4924.376953
	Iteration 23Q: 3 clusters Score -2631904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2631904.750000 Penalty: 4924.376953
	Iteration 24Q: 3 clusters Score -2631905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2631907.500000 Penalty: 4924.376953
	Iteration 25Q: 3 clusters Score -2631908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2631911.750000 Penalty: 4924.376953
	Iteration 26Q: 3 clusters Score -2631912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2631912.250000 Penalty: 4924.376953
	Iteration 27Q: 3 clusters Score -2631912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2631918.250000 Penalty: 4924.376953
	Iteration 28Q: 3 clusters Score -2631918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2631918.000000 Penalty: 4924.376953
	Iteration 29Q: 3 clusters Score -2631918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2631917.750000 Penalty: 4924.376953
	Iteration 30Q: 3 clusters Score -2631918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2631918.500000 Penalty: 4924.376953
	Iteration 31Q: 3 clusters Score -2631918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2631918.500000 Penalty: 4924.376953
	Iteration 32F: 3 clusters Score -2631918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Entering Unmasked Estep 
Score: -3172224.000000 Penalty: 2507.182373
	Iteration 0F: 2 clusters Score -3172224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -3155304.000000 Penalty: 5014.364746
	Iteration 0F: 3 clusters Score -3155304 nChanged 10801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -3161120.250000 Penalty: 5014.364746
	Iteration 1F: 3 clusters Score -3161120 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -3161550.000000 Penalty: 5014.364746
	Iteration 2Q: 3 clusters Score -3161550 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -3161965.500000 Penalty: 5014.364746
	Iteration 3Q: 3 clusters Score -3161966 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -3162401.000000 Penalty: 5014.364746
	Iteration 4Q: 3 clusters Score -3162401 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -3162906.250000 Penalty: 5014.364746
	Iteration 5Q: 3 clusters Score -3162906 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -3163565.750000 Penalty: 5014.364746
	Iteration 6Q: 3 clusters Score -3163566 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -3164436.250000 Penalty: 5014.364746
	Iteration 7F: 3 clusters Score -3164436 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -3165391.250000 Penalty: 5014.364746
	Iteration 8F: 3 clusters Score -3165391 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -3166354.000000 Penalty: 5014.364746
	Iteration 9F: 3 clusters Score -3166354 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -3167231.250000 Penalty: 5014.364746
	Iteration 10Q: 3 clusters Score -3167231 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -3167914.000000 Penalty: 5014.364746
	Iteration 11Q: 3 clusters Score -3167914 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -3168329.750000 Penalty: 5014.364746
	Iteration 12Q: 3 clusters Score -3168330 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -3168593.750000 Penalty: 5014.364746
	Iteration 13Q: 3 clusters Score -3168594 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -3168816.750000 Penalty: 5014.364746
	Iteration 14Q: 3 clusters Score -3168817 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -3168971.000000 Penalty: 5014.364746
	Iteration 15Q: 3 clusters Score -3168971 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -3169105.000000 Penalty: 5014.364746
	Iteration 16Q: 3 clusters Score -3169105 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -3169240.000000 Penalty: 5014.364746
	Iteration 17Q: 3 clusters Score -3169240 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -3169337.250000 Penalty: 5014.364746
	Iteration 18Q: 3 clusters Score -3169337 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -3169428.750000 Penalty: 5014.364746
	Iteration 19Q: 3 clusters Score -3169429 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -3169514.250000 Penalty: 5014.364746
	Iteration 20F: 3 clusters Score -3169514 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -3169602.750000 Penalty: 5014.364746
	Iteration 21Q: 3 clusters Score -3169603 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -3169690.750000 Penalty: 5014.364746
	Iteration 22Q: 3 clusters Score -3169691 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -3169778.500000 Penalty: 5014.364746
	Iteration 23Q: 3 clusters Score -3169778 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -3169856.000000 Penalty: 5014.364746
	Iteration 24Q: 3 clusters Score -3169856 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -3169934.500000 Penalty: 5014.364746
	Iteration 25Q: 3 clusters Score -3169934 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -3169980.250000 Penalty: 5014.364746
	Iteration 26Q: 3 clusters Score -3169980 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -3170002.750000 Penalty: 5014.364746
	Iteration 27Q: 3 clusters Score -3170003 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -3170053.750000 Penalty: 5014.364746
	Iteration 28Q: 3 clusters Score -3170054 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3170099.500000 Penalty: 5014.364746
	Iteration 29Q: 3 clusters Score -3170100 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -3170129.000000 Penalty: 5014.364746
	Iteration 30Q: 3 clusters Score -3170129 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3170152.750000 Penalty: 5014.364746
	Iteration 31Q: 3 clusters Score -3170153 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3170170.500000 Penalty: 5014.364746
	Iteration 32Q: 3 clusters Score -3170170 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3170182.750000 Penalty: 5014.364746
	Iteration 33Q: 3 clusters Score -3170183 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3170198.250000 Penalty: 5014.364746
	Iteration 34Q: 3 clusters Score -3170198 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -3170207.500000 Penalty: 5014.364746
	Iteration 35Q: 3 clusters Score -3170208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3170222.000000 Penalty: 5014.364746
	Iteration 36Q: 3 clusters Score -3170222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3170227.250000 Penalty: 5014.364746
	Iteration 37Q: 3 clusters Score -3170227 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3170224.000000 Penalty: 5014.364746
	Iteration 38Q: 3 clusters Score -3170224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3170233.000000 Penalty: 5014.364746
	Iteration 39Q: 3 clusters Score -3170233 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3170239.750000 Penalty: 5014.364746
	Iteration 40F: 3 clusters Score -3170240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3170249.500000 Penalty: 5014.364746
	Iteration 41Q: 3 clusters Score -3170250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3170251.000000 Penalty: 5014.364746
	Iteration 42Q: 3 clusters Score -3170251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3170255.750000 Penalty: 5014.364746
	Iteration 43Q: 3 clusters Score -3170256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3170268.000000 Penalty: 5014.364746
	Iteration 44Q: 3 clusters Score -3170268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3170267.000000 Penalty: 5014.364746
	Iteration 45Q: 3 clusters Score -3170267 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3170271.250000 Penalty: 5014.364746
	Iteration 46Q: 3 clusters Score -3170271 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3170266.500000 Penalty: 5014.364746
	Iteration 47Q: 3 clusters Score -3170266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3170269.000000 Penalty: 5014.364746
	Iteration 48Q: 3 clusters Score -3170269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3170266.500000 Penalty: 5014.364746
	Iteration 49Q: 3 clusters Score -3170266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3170266.500000 Penalty: 5014.364746
	Iteration 50Q: 3 clusters Score -3170266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -3170272.500000 Penalty: 5014.364746
	Iteration 51Q: 3 clusters Score -3170272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -3170278.500000 Penalty: 5014.364746
	Iteration 52Q: 3 clusters Score -3170278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3170278.750000 Penalty: 5014.364746
	Iteration 53Q: 3 clusters Score -3170279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3170279.000000 Penalty: 5014.364746
	Iteration 54Q: 3 clusters Score -3170279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3170278.750000 Penalty: 5014.364746
	Iteration 55Q: 3 clusters Score -3170279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3170278.750000 Penalty: 5014.364746
	Iteration 56F: 3 clusters Score -3170279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Entering Unmasked Estep 
Score: -796185.125000 Penalty: 2163.764648
	Iteration 0F: 2 clusters Score -796185.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -790966.562500 Penalty: 4327.529297
	Iteration 0F: 3 clusters Score -790966.6 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -792292.812500 Penalty: 4327.529297
	Iteration 1F: 3 clusters Score -792292.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -792532.750000 Penalty: 4327.529297
	Iteration 2F: 3 clusters Score -792532.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -792692.812500 Penalty: 4327.529297
	Iteration 3Q: 3 clusters Score -792692.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -792815.375000 Penalty: 4327.529297
	Iteration 4Q: 3 clusters Score -792815.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -792926.562500 Penalty: 4327.529297
	Iteration 5Q: 3 clusters Score -792926.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -793018.500000 Penalty: 4327.529297
	Iteration 6Q: 3 clusters Score -793018.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -793093.562500 Penalty: 4327.529297
	Iteration 7Q: 3 clusters Score -793093.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -793157.687500 Penalty: 4327.529297
	Iteration 8Q: 3 clusters Score -793157.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -793219.500000 Penalty: 4327.529297
	Iteration 9Q: 3 clusters Score -793219.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -793281.937500 Penalty: 4327.529297
	Iteration 10Q: 3 clusters Score -793281.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -793348.562500 Penalty: 4327.529297
	Iteration 11Q: 3 clusters Score -793348.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -793425.187500 Penalty: 4327.529297
	Iteration 12Q: 3 clusters Score -793425.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -793499.562500 Penalty: 4327.529297
	Iteration 13Q: 3 clusters Score -793499.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -793579.750000 Penalty: 4327.529297
	Iteration 14Q: 3 clusters Score -793579.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -793673.687500 Penalty: 4327.529297
	Iteration 15Q: 3 clusters Score -793673.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -793763.437500 Penalty: 4327.529297
	Iteration 16Q: 3 clusters Score -793763.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -793841.750000 Penalty: 4327.529297
	Iteration 17Q: 3 clusters Score -793841.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -793915.750000 Penalty: 4327.529297
	Iteration 18Q: 3 clusters Score -793915.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -793990.812500 Penalty: 4327.529297
	Iteration 19Q: 3 clusters Score -793990.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -794066.875000 Penalty: 4327.529297
	Iteration 20F: 3 clusters Score -794066.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -794133.437500 Penalty: 4327.529297
	Iteration 21Q: 3 clusters Score -794133.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -794185.625000 Penalty: 4327.529297
	Iteration 22Q: 3 clusters Score -794185.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -794225.937500 Penalty: 4327.529297
	Iteration 23Q: 3 clusters Score -794225.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -794254.875000 Penalty: 4327.529297
	Iteration 24Q: 3 clusters Score -794254.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -794278.250000 Penalty: 4327.529297
	Iteration 25Q: 3 clusters Score -794278.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -794297.375000 Penalty: 4327.529297
	Iteration 26Q: 3 clusters Score -794297.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -794311.000000 Penalty: 4327.529297
	Iteration 27Q: 3 clusters Score -794311 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -794325.187500 Penalty: 4327.529297
	Iteration 28Q: 3 clusters Score -794325.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -794336.125000 Penalty: 4327.529297
	Iteration 29Q: 3 clusters Score -794336.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -794349.500000 Penalty: 4327.529297
	Iteration 30Q: 3 clusters Score -794349.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -794361.500000 Penalty: 4327.529297
	Iteration 31Q: 3 clusters Score -794361.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -794367.375000 Penalty: 4327.529297
	Iteration 32Q: 3 clusters Score -794367.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -794373.312500 Penalty: 4327.529297
	Iteration 33Q: 3 clusters Score -794373.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -794378.687500 Penalty: 4327.529297
	Iteration 34Q: 3 clusters Score -794378.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -794386.687500 Penalty: 4327.529297
	Iteration 35Q: 3 clusters Score -794386.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -794387.125000 Penalty: 4327.529297
	Iteration 36Q: 3 clusters Score -794387.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -794389.125000 Penalty: 4327.529297
	Iteration 37Q: 3 clusters Score -794389.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -794392.125000 Penalty: 4327.529297
	Iteration 38Q: 3 clusters Score -794392.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -794394.750000 Penalty: 4327.529297
	Iteration 39Q: 3 clusters Score -794394.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -794395.375000 Penalty: 4327.529297
	Iteration 40F: 3 clusters Score -794395.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -794398.312500 Penalty: 4327.529297
	Iteration 41Q: 3 clusters Score -794398.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -794402.312500 Penalty: 4327.529297
	Iteration 42Q: 3 clusters Score -794402.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -794405.750000 Penalty: 4327.529297
	Iteration 43Q: 3 clusters Score -794405.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -794416.375000 Penalty: 4327.529297
	Iteration 44Q: 3 clusters Score -794416.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -794422.562500 Penalty: 4327.529297
	Iteration 45Q: 3 clusters Score -794422.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -794426.125000 Penalty: 4327.529297
	Iteration 46Q: 3 clusters Score -794426.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -794427.625000 Penalty: 4327.529297
	Iteration 47Q: 3 clusters Score -794427.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -794429.062500 Penalty: 4327.529297
	Iteration 48Q: 3 clusters Score -794429.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -794430.000000 Penalty: 4327.529297
	Iteration 49Q: 3 clusters Score -794430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -794430.000000 Penalty: 4327.529297
	Iteration 50F: 3 clusters Score -794430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Entering Unmasked Estep 
Score: -148943.531250 Penalty: 1753.117798
	Iteration 0F: 2 clusters Score -148943.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -146880.531250 Penalty: 3506.235596
	Iteration 0F: 3 clusters Score -146880.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -147220.343750 Penalty: 3506.235596
	Iteration 1F: 3 clusters Score -147220.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -147301.906250 Penalty: 3506.235596
	Iteration 2F: 3 clusters Score -147301.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -147342.125000 Penalty: 3506.235596
	Iteration 3Q: 3 clusters Score -147342.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -147355.890625 Penalty: 3506.235596
	Iteration 4Q: 3 clusters Score -147355.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -147358.250000 Penalty: 3506.235596
	Iteration 5Q: 3 clusters Score -147358.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -147359.671875 Penalty: 3506.235596
	Iteration 6Q: 3 clusters Score -147359.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -147360.281250 Penalty: 3506.235596
	Iteration 7Q: 3 clusters Score -147360.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -147361.093750 Penalty: 3506.235596
	Iteration 8Q: 3 clusters Score -147361.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -147365.484375 Penalty: 3506.235596
	Iteration 9Q: 3 clusters Score -147365.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -147375.578125 Penalty: 3506.235596
	Iteration 10Q: 3 clusters Score -147375.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -147383.015625 Penalty: 3506.235596
	Iteration 11Q: 3 clusters Score -147383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -147390.140625 Penalty: 3506.235596
	Iteration 12Q: 3 clusters Score -147390.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -147392.843750 Penalty: 3506.235596
	Iteration 13Q: 3 clusters Score -147392.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -147395.609375 Penalty: 3506.235596
	Iteration 14Q: 3 clusters Score -147395.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -147398.000000 Penalty: 3506.235596
	Iteration 15Q: 3 clusters Score -147398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -147399.203125 Penalty: 3506.235596
	Iteration 16Q: 3 clusters Score -147399.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -147400.000000 Penalty: 3506.235596
	Iteration 17Q: 3 clusters Score -147400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -147404.484375 Penalty: 3506.235596
	Iteration 18Q: 3 clusters Score -147404.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -147406.281250 Penalty: 3506.235596
	Iteration 19Q: 3 clusters Score -147406.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -147408.781250 Penalty: 3506.235596
	Iteration 20F: 3 clusters Score -147408.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -147409.468750 Penalty: 3506.235596
	Iteration 21Q: 3 clusters Score -147409.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -147410.000000 Penalty: 3506.235596
	Iteration 22Q: 3 clusters Score -147410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -147411.343750 Penalty: 3506.235596
	Iteration 23Q: 3 clusters Score -147411.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -147411.343750 Penalty: 3506.235596
	Iteration 24F: 3 clusters Score -147411.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -52845.179688 Penalty: 1542.212891
	Iteration 0F: 2 clusters Score -52845.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -51476.511719 Penalty: 3084.425781
	Iteration 0F: 3 clusters Score -51476.51 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -51954.707031 Penalty: 3084.425781
	Iteration 1F: 3 clusters Score -51954.71 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -52666.058594 Penalty: 3084.425781
	Iteration 2F: 3 clusters Score -52666.06 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -52982.378906 Penalty: 3084.425781
	Iteration 3F: 3 clusters Score -52982.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -53071.371094 Penalty: 3084.425781
	Iteration 4Q: 3 clusters Score -53071.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -53127.335938 Penalty: 3084.425781
	Iteration 5Q: 3 clusters Score -53127.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -53139.703125 Penalty: 3084.425781
	Iteration 6Q: 3 clusters Score -53139.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -53141.789062 Penalty: 3084.425781
	Iteration 7Q: 3 clusters Score -53141.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -53141.789062 Penalty: 3084.425781
	Iteration 8F: 3 clusters Score -53141.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 24578 members 
Mstep: Class 3 contains 6154 members 
Mstep: Class 4 contains 1175 members 
Mstep: Class 5 contains 93 members 
Mstep: Class 6 contains 9147 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 81163 members 
Mstep: Class 11 contains 18861 members 
Mstep: Class 12 contains 186876 members 
Mstep: Class 13 contains 409 members 
Mstep: Class 16 contains 94758 members 
Mstep: Class 17 contains 6078 members 
Mstep: Class 18 contains 5226 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
Score: -57706488.000000 Penalty: 61452.480469
Splitting cluster 5 changes total score from -57707956.000000 to -57706488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (9147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Entering Unmasked Estep 
Score: -1172462.125000 Penalty: 2262.052979
	Iteration 0F: 2 clusters Score -1172462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1165340.625000 Penalty: 4524.105957
	Iteration 0F: 3 clusters Score -1165341 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1167348.375000 Penalty: 4524.105957
	Iteration 1F: 3 clusters Score -1167348 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1167679.750000 Penalty: 4524.105957
	Iteration 2F: 3 clusters Score -1167680 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1167962.250000 Penalty: 4524.105957
	Iteration 3F: 3 clusters Score -1167962 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1168231.875000 Penalty: 4524.105957
	Iteration 4F: 3 clusters Score -1168232 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1168517.625000 Penalty: 4524.105957
	Iteration 5F: 3 clusters Score -1168518 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1168836.375000 Penalty: 4524.105957
	Iteration 6F: 3 clusters Score -1168836 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1169169.375000 Penalty: 4524.105957
	Iteration 7F: 3 clusters Score -1169169 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1169518.125000 Penalty: 4524.105957
	Iteration 8F: 3 clusters Score -1169518 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1169854.500000 Penalty: 4524.105957
	Iteration 9Q: 3 clusters Score -1169854 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1170109.750000 Penalty: 4524.105957
	Iteration 10Q: 3 clusters Score -1170110 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1170306.625000 Penalty: 4524.105957
	Iteration 11Q: 3 clusters Score -1170307 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1170463.000000 Penalty: 4524.105957
	Iteration 12Q: 3 clusters Score -1170463 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1170587.250000 Penalty: 4524.105957
	Iteration 13Q: 3 clusters Score -1170587 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1170684.125000 Penalty: 4524.105957
	Iteration 14Q: 3 clusters Score -1170684 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1170749.625000 Penalty: 4524.105957
	Iteration 15Q: 3 clusters Score -1170750 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1170786.250000 Penalty: 4524.105957
	Iteration 16Q: 3 clusters Score -1170786 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1170810.500000 Penalty: 4524.105957
	Iteration 17Q: 3 clusters Score -1170810 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1170828.375000 Penalty: 4524.105957
	Iteration 18Q: 3 clusters Score -1170828 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1170836.500000 Penalty: 4524.105957
	Iteration 19Q: 3 clusters Score -1170836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1170838.375000 Penalty: 4524.105957
	Iteration 20F: 3 clusters Score -1170838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1170843.125000 Penalty: 4524.105957
	Iteration 21Q: 3 clusters Score -1170843 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1170846.875000 Penalty: 4524.105957
	Iteration 22Q: 3 clusters Score -1170847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1170850.250000 Penalty: 4524.105957
	Iteration 23Q: 3 clusters Score -1170850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1170852.000000 Penalty: 4524.105957
	Iteration 24Q: 3 clusters Score -1170852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1170852.125000 Penalty: 4524.105957
	Iteration 25Q: 3 clusters Score -1170852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1170856.750000 Penalty: 4524.105957
	Iteration 26Q: 3 clusters Score -1170857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1170858.250000 Penalty: 4524.105957
	Iteration 27Q: 3 clusters Score -1170858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1170858.375000 Penalty: 4524.105957
	Iteration 28Q: 3 clusters Score -1170858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1170860.000000 Penalty: 4524.105957
	Iteration 29Q: 3 clusters Score -1170860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1170862.500000 Penalty: 4524.105957
	Iteration 30Q: 3 clusters Score -1170862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1170867.625000 Penalty: 4524.105957
	Iteration 31Q: 3 clusters Score -1170868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1170865.500000 Penalty: 4524.105957
	Iteration 32Q: 3 clusters Score -1170866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1170866.375000 Penalty: 4524.105957
	Iteration 33Q: 3 clusters Score -1170866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1170870.375000 Penalty: 4524.105957
	Iteration 34Q: 3 clusters Score -1170870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1170872.625000 Penalty: 4524.105957
	Iteration 35Q: 3 clusters Score -1170873 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1170875.125000 Penalty: 4524.105957
	Iteration 36Q: 3 clusters Score -1170875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1170877.500000 Penalty: 4524.105957
	Iteration 37Q: 3 clusters Score -1170878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1170876.750000 Penalty: 4524.105957
	Iteration 38Q: 3 clusters Score -1170877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1170877.500000 Penalty: 4524.105957
	Iteration 39Q: 3 clusters Score -1170878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1170878.500000 Penalty: 4524.105957
	Iteration 40F: 3 clusters Score -1170878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1170881.500000 Penalty: 4524.105957
	Iteration 41Q: 3 clusters Score -1170882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1170882.500000 Penalty: 4524.105957
	Iteration 42Q: 3 clusters Score -1170882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1170884.375000 Penalty: 4524.105957
	Iteration 43Q: 3 clusters Score -1170884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1170883.500000 Penalty: 4524.105957
	Iteration 44Q: 3 clusters Score -1170884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1170883.500000 Penalty: 4524.105957
	Iteration 45Q: 3 clusters Score -1170884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1170886.750000 Penalty: 4524.105957
	Iteration 46Q: 3 clusters Score -1170887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1170887.750000 Penalty: 4524.105957
	Iteration 47Q: 3 clusters Score -1170888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1170886.750000 Penalty: 4524.105957
	Iteration 48Q: 3 clusters Score -1170887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1170889.375000 Penalty: 4524.105957
	Iteration 49Q: 3 clusters Score -1170889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1170890.625000 Penalty: 4524.105957
	Iteration 50Q: 3 clusters Score -1170891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1170894.625000 Penalty: 4524.105957
	Iteration 51Q: 3 clusters Score -1170895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1170895.000000 Penalty: 4524.105957
	Iteration 52Q: 3 clusters Score -1170895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1170897.750000 Penalty: 4524.105957
	Iteration 53Q: 3 clusters Score -1170898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1170902.875000 Penalty: 4524.105957
	Iteration 54Q: 3 clusters Score -1170903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1170907.000000 Penalty: 4524.105957
	Iteration 55Q: 3 clusters Score -1170907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1170908.500000 Penalty: 4524.105957
	Iteration 56Q: 3 clusters Score -1170908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1170913.125000 Penalty: 4524.105957
	Iteration 57Q: 3 clusters Score -1170913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1170916.750000 Penalty: 4524.105957
	Iteration 58Q: 3 clusters Score -1170917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1170922.500000 Penalty: 4524.105957
	Iteration 59Q: 3 clusters Score -1170922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1170920.750000 Penalty: 4524.105957
	Iteration 60F: 3 clusters Score -1170921 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1170926.875000 Penalty: 4524.105957
	Iteration 61Q: 3 clusters Score -1170927 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1170930.250000 Penalty: 4524.105957
	Iteration 62Q: 3 clusters Score -1170930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1170935.625000 Penalty: 4524.105957
	Iteration 63Q: 3 clusters Score -1170936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1170938.500000 Penalty: 4524.105957
	Iteration 64Q: 3 clusters Score -1170938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1170938.750000 Penalty: 4524.105957
	Iteration 65Q: 3 clusters Score -1170939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1170941.875000 Penalty: 4524.105957
	Iteration 66Q: 3 clusters Score -1170942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1170941.875000 Penalty: 4524.105957
	Iteration 67F: 3 clusters Score -1170942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -60580.558594 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -60580.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -59016.015625 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -59016.02 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -59212.257812 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -59212.26 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -59296.367188 Penalty: 3127.006592
	Iteration 2F: 3 clusters Score -59296.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -59347.316406 Penalty: 3127.006592
	Iteration 3Q: 3 clusters Score -59347.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -59426.605469 Penalty: 3127.006592
	Iteration 4Q: 3 clusters Score -59426.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -59610.781250 Penalty: 3127.006592
	Iteration 5Q: 3 clusters Score -59610.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -59648.730469 Penalty: 3127.006592
	Iteration 6Q: 3 clusters Score -59648.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -59664.750000 Penalty: 3127.006592
	Iteration 7Q: 3 clusters Score -59664.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -59693.875000 Penalty: 3127.006592
	Iteration 8Q: 3 clusters Score -59693.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -59698.773438 Penalty: 3127.006592
	Iteration 9Q: 3 clusters Score -59698.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -59711.632812 Penalty: 3127.006592
	Iteration 10Q: 3 clusters Score -59711.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -59733.648438 Penalty: 3127.006592
	Iteration 11Q: 3 clusters Score -59733.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -59740.972656 Penalty: 3127.006592
	Iteration 12Q: 3 clusters Score -59740.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -59740.972656 Penalty: 3127.006592
	Iteration 13F: 3 clusters Score -59740.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -32030.804688 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -32030.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30729.761719 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -30729.76 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -30898.138672 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -30898.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -30956.035156 Penalty: 2856.415283
	Iteration 2Q: 3 clusters Score -30956.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -30997.642578 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -30997.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31004.886719 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -31004.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31004.886719 Penalty: 2856.415283
	Iteration 5F: 3 clusters Score -31004.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Entering Unmasked Estep 
Score: -70477.359375 Penalty: 1617.843506
	Iteration 0F: 2 clusters Score -70477.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -68885.343750 Penalty: 3235.687012
	Iteration 0F: 3 clusters Score -68885.34 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -69256.937500 Penalty: 3235.687012
	Iteration 1F: 3 clusters Score -69256.94 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -69418.171875 Penalty: 3235.687012
	Iteration 2F: 3 clusters Score -69418.17 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -69541.671875 Penalty: 3235.687012
	Iteration 3Q: 3 clusters Score -69541.67 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -69779.203125 Penalty: 3235.687012
	Iteration 4F: 3 clusters Score -69779.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -69883.343750 Penalty: 3235.687012
	Iteration 5Q: 3 clusters Score -69883.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -70033.421875 Penalty: 3235.687012
	Iteration 6Q: 3 clusters Score -70033.42 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -70384.328125 Penalty: 3235.687012
	Iteration 7Q: 3 clusters Score -70384.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -70494.062500 Penalty: 3235.687012
	Iteration 8Q: 3 clusters Score -70494.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -70525.476562 Penalty: 3235.687012
	Iteration 9Q: 3 clusters Score -70525.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -70547.085938 Penalty: 3235.687012
	Iteration 10Q: 3 clusters Score -70547.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -70566.882812 Penalty: 3235.687012
	Iteration 11Q: 3 clusters Score -70566.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -70588.179688 Penalty: 3235.687012
	Iteration 12Q: 3 clusters Score -70588.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -70596.117188 Penalty: 3235.687012
	Iteration 13Q: 3 clusters Score -70596.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -70599.820312 Penalty: 3235.687012
	Iteration 14Q: 3 clusters Score -70599.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -70606.164062 Penalty: 3235.687012
	Iteration 15Q: 3 clusters Score -70606.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -70609.960938 Penalty: 3235.687012
	Iteration 16Q: 3 clusters Score -70609.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -70612.476562 Penalty: 3235.687012
	Iteration 17Q: 3 clusters Score -70612.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -70612.476562 Penalty: 3235.687012
	Iteration 18F: 3 clusters Score -70612.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 24578 members 
Mstep: Class 3 contains 6154 members 
Mstep: Class 4 contains 1175 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 9147 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 81163 members 
Mstep: Class 11 contains 18861 members 
Mstep: Class 12 contains 186876 members 
Mstep: Class 13 contains 205 members 
Mstep: Class 16 contains 94758 members 
Mstep: Class 17 contains 6078 members 
Mstep: Class 18 contains 5226 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
Score: -57706480.000000 Penalty: 61452.480469
Splitting cluster 9 changes total score from -57707956.000000 to -57706480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (81163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81163 members 
Entering Unmasked Estep 
Score: -10356853.000000 Penalty: 2803.445312
	Iteration 0F: 2 clusters Score -1.035685e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 40722 members 
Entering Unmasked Estep 
Score: -10302463.000000 Penalty: 5606.890625
	Iteration 0F: 3 clusters Score -1.030246e+07 nChanged 38259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 42411 members 
Entering Unmasked Estep 
Score: -10324059.000000 Penalty: 5606.890625
	Iteration 1F: 3 clusters Score -1.032406e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 43442 members 
Entering Unmasked Estep 
Score: -10324916.000000 Penalty: 5606.890625
	Iteration 2Q: 3 clusters Score -1.032492e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 45100 members 
Entering Unmasked Estep 
Score: -10325921.000000 Penalty: 5606.890625
	Iteration 3Q: 3 clusters Score -1.032592e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 47398 members 
Entering Unmasked Estep 
Score: -10327301.000000 Penalty: 5606.890625
	Iteration 4Q: 3 clusters Score -1.03273e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 50660 members 
Entering Unmasked Estep 
Score: -10329198.000000 Penalty: 5606.890625
	Iteration 5Q: 3 clusters Score -1.03292e+07 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 55026 members 
Entering Unmasked Estep 
Score: -10332117.000000 Penalty: 5606.890625
	Iteration 6F: 3 clusters Score -1.033212e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 60568 members 
Entering Unmasked Estep 
Score: -10336471.000000 Penalty: 5606.890625
	Iteration 7F: 3 clusters Score -1.033647e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 66827 members 
Entering Unmasked Estep 
Score: -10342075.000000 Penalty: 5606.890625
	Iteration 8F: 3 clusters Score -1.034208e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 72330 members 
Entering Unmasked Estep 
Score: -10347372.000000 Penalty: 5606.890625
	Iteration 9F: 3 clusters Score -1.034737e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 76245 members 
Entering Unmasked Estep 
Score: -10351110.000000 Penalty: 5606.890625
	Iteration 10Q: 3 clusters Score -1.035111e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 78427 members 
Entering Unmasked Estep 
Score: -10353062.000000 Penalty: 5606.890625
	Iteration 11Q: 3 clusters Score -1.035306e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 79476 members 
Entering Unmasked Estep 
Score: -10354008.000000 Penalty: 5606.890625
	Iteration 12Q: 3 clusters Score -1.035401e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 79937 members 
Entering Unmasked Estep 
Score: -10354419.000000 Penalty: 5606.890625
	Iteration 13Q: 3 clusters Score -1.035442e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 80135 members 
Entering Unmasked Estep 
Score: -10354624.000000 Penalty: 5606.890625
	Iteration 14Q: 3 clusters Score -1.035462e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 80249 members 
Entering Unmasked Estep 
Score: -10354774.000000 Penalty: 5606.890625
	Iteration 15Q: 3 clusters Score -1.035477e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 80317 members 
Entering Unmasked Estep 
Score: -10354841.000000 Penalty: 5606.890625
	Iteration 16Q: 3 clusters Score -1.035484e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 80350 members 
Entering Unmasked Estep 
Score: -10354904.000000 Penalty: 5606.890625
	Iteration 17Q: 3 clusters Score -1.03549e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 80375 members 
Entering Unmasked Estep 
Score: -10354940.000000 Penalty: 5606.890625
	Iteration 18Q: 3 clusters Score -1.035494e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 80383 members 
Entering Unmasked Estep 
Score: -10354944.000000 Penalty: 5606.890625
	Iteration 19Q: 3 clusters Score -1.035494e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 80392 members 
Entering Unmasked Estep 
Score: -10354955.000000 Penalty: 5606.890625
	Iteration 20F: 3 clusters Score -1.035496e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 80401 members 
Entering Unmasked Estep 
Score: -10354975.000000 Penalty: 5606.890625
	Iteration 21Q: 3 clusters Score -1.035498e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 80399 members 
Entering Unmasked Estep 
Score: -10354982.000000 Penalty: 5606.890625
	Iteration 22Q: 3 clusters Score -1.035498e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 80403 members 
Entering Unmasked Estep 
Score: -10354998.000000 Penalty: 5606.890625
	Iteration 23Q: 3 clusters Score -1.0355e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 80404 members 
Entering Unmasked Estep 
Score: -10355007.000000 Penalty: 5606.890625
	Iteration 24Q: 3 clusters Score -1.035501e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 80408 members 
Entering Unmasked Estep 
Score: -10355008.000000 Penalty: 5606.890625
	Iteration 25Q: 3 clusters Score -1.035501e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 80410 members 
Entering Unmasked Estep 
Score: -10355024.000000 Penalty: 5606.890625
	Iteration 26Q: 3 clusters Score -1.035502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 80413 members 
Entering Unmasked Estep 
Score: -10355024.000000 Penalty: 5606.890625
	Iteration 27Q: 3 clusters Score -1.035502e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 80415 members 
Entering Unmasked Estep 
Score: -10355027.000000 Penalty: 5606.890625
	Iteration 28Q: 3 clusters Score -1.035503e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 80421 members 
Entering Unmasked Estep 
Score: -10355026.000000 Penalty: 5606.890625
	Iteration 29Q: 3 clusters Score -1.035503e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 80427 members 
Entering Unmasked Estep 
Score: -10355031.000000 Penalty: 5606.890625
	Iteration 30Q: 3 clusters Score -1.035503e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 80426 members 
Entering Unmasked Estep 
Score: -10355049.000000 Penalty: 5606.890625
	Iteration 31Q: 3 clusters Score -1.035505e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 80426 members 
Entering Unmasked Estep 
Score: -10355043.000000 Penalty: 5606.890625
	Iteration 32Q: 3 clusters Score -1.035504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 80423 members 
Entering Unmasked Estep 
Score: -10355045.000000 Penalty: 5606.890625
	Iteration 33Q: 3 clusters Score -1.035504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 80424 members 
Entering Unmasked Estep 
Score: -10355050.000000 Penalty: 5606.890625
	Iteration 34Q: 3 clusters Score -1.035505e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 80427 members 
Entering Unmasked Estep 
Score: -10355046.000000 Penalty: 5606.890625
	Iteration 35Q: 3 clusters Score -1.035505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 80429 members 
Entering Unmasked Estep 
Score: -10355046.000000 Penalty: 5606.890625
	Iteration 36Q: 3 clusters Score -1.035505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 80428 members 
Entering Unmasked Estep 
Score: -10355048.000000 Penalty: 5606.890625
	Iteration 37Q: 3 clusters Score -1.035505e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 80428 members 
Entering Unmasked Estep 
Score: -10355048.000000 Penalty: 5606.890625
	Iteration 38F: 3 clusters Score -1.035505e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Entering Unmasked Estep 
Score: -2336887.250000 Penalty: 2441.523193
	Iteration 0F: 2 clusters Score -2336887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -2323578.500000 Penalty: 4883.046387
	Iteration 0F: 3 clusters Score -2323578 nChanged 8313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2328042.750000 Penalty: 4883.046387
	Iteration 1F: 3 clusters Score -2328043 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2328654.000000 Penalty: 4883.046387
	Iteration 2F: 3 clusters Score -2328654 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -2329627.000000 Penalty: 4883.046387
	Iteration 3F: 3 clusters Score -2329627 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2330779.750000 Penalty: 4883.046387
	Iteration 4F: 3 clusters Score -2330780 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -2331781.000000 Penalty: 4883.046387
	Iteration 5F: 3 clusters Score -2331781 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2332641.750000 Penalty: 4883.046387
	Iteration 6F: 3 clusters Score -2332642 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -2333360.500000 Penalty: 4883.046387
	Iteration 7F: 3 clusters Score -2333360 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2333960.500000 Penalty: 4883.046387
	Iteration 8F: 3 clusters Score -2333960 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -2334429.000000 Penalty: 4883.046387
	Iteration 9Q: 3 clusters Score -2334429 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -2334769.500000 Penalty: 4883.046387
	Iteration 10Q: 3 clusters Score -2334770 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -2335025.250000 Penalty: 4883.046387
	Iteration 11Q: 3 clusters Score -2335025 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -2335215.000000 Penalty: 4883.046387
	Iteration 12Q: 3 clusters Score -2335215 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -2335428.000000 Penalty: 4883.046387
	Iteration 13Q: 3 clusters Score -2335428 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -2335606.500000 Penalty: 4883.046387
	Iteration 14Q: 3 clusters Score -2335606 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -2335755.750000 Penalty: 4883.046387
	Iteration 15Q: 3 clusters Score -2335756 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -2335919.250000 Penalty: 4883.046387
	Iteration 16Q: 3 clusters Score -2335919 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -2336038.750000 Penalty: 4883.046387
	Iteration 17Q: 3 clusters Score -2336039 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2336141.500000 Penalty: 4883.046387
	Iteration 18Q: 3 clusters Score -2336142 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2336232.750000 Penalty: 4883.046387
	Iteration 19Q: 3 clusters Score -2336233 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2336314.750000 Penalty: 4883.046387
	Iteration 20F: 3 clusters Score -2336315 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2336394.250000 Penalty: 4883.046387
	Iteration 21Q: 3 clusters Score -2336394 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2336454.750000 Penalty: 4883.046387
	Iteration 22Q: 3 clusters Score -2336455 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2336504.250000 Penalty: 4883.046387
	Iteration 23Q: 3 clusters Score -2336504 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2336543.250000 Penalty: 4883.046387
	Iteration 24Q: 3 clusters Score -2336543 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2336557.250000 Penalty: 4883.046387
	Iteration 25Q: 3 clusters Score -2336557 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2336590.500000 Penalty: 4883.046387
	Iteration 26Q: 3 clusters Score -2336590 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2336621.500000 Penalty: 4883.046387
	Iteration 27Q: 3 clusters Score -2336622 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2336633.500000 Penalty: 4883.046387
	Iteration 28Q: 3 clusters Score -2336634 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2336654.250000 Penalty: 4883.046387
	Iteration 29Q: 3 clusters Score -2336654 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2336675.500000 Penalty: 4883.046387
	Iteration 30Q: 3 clusters Score -2336676 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2336689.500000 Penalty: 4883.046387
	Iteration 31Q: 3 clusters Score -2336690 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2336709.500000 Penalty: 4883.046387
	Iteration 32Q: 3 clusters Score -2336710 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2336731.500000 Penalty: 4883.046387
	Iteration 33Q: 3 clusters Score -2336732 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2336753.000000 Penalty: 4883.046387
	Iteration 34Q: 3 clusters Score -2336753 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2336761.250000 Penalty: 4883.046387
	Iteration 35Q: 3 clusters Score -2336761 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2336779.750000 Penalty: 4883.046387
	Iteration 36Q: 3 clusters Score -2336780 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2336801.750000 Penalty: 4883.046387
	Iteration 37Q: 3 clusters Score -2336802 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2336817.000000 Penalty: 4883.046387
	Iteration 38Q: 3 clusters Score -2336817 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2336824.000000 Penalty: 4883.046387
	Iteration 39Q: 3 clusters Score -2336824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2336841.500000 Penalty: 4883.046387
	Iteration 40F: 3 clusters Score -2336842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2336845.250000 Penalty: 4883.046387
	Iteration 41Q: 3 clusters Score -2336845 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2336849.000000 Penalty: 4883.046387
	Iteration 42Q: 3 clusters Score -2336849 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2336855.250000 Penalty: 4883.046387
	Iteration 43Q: 3 clusters Score -2336855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2336866.000000 Penalty: 4883.046387
	Iteration 44Q: 3 clusters Score -2336866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2336865.250000 Penalty: 4883.046387
	Iteration 45Q: 3 clusters Score -2336865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2336867.500000 Penalty: 4883.046387
	Iteration 46Q: 3 clusters Score -2336868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2336868.000000 Penalty: 4883.046387
	Iteration 47Q: 3 clusters Score -2336868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2336867.750000 Penalty: 4883.046387
	Iteration 48Q: 3 clusters Score -2336868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2336872.000000 Penalty: 4883.046387
	Iteration 49Q: 3 clusters Score -2336872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2336871.250000 Penalty: 4883.046387
	Iteration 50Q: 3 clusters Score -2336871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2336874.250000 Penalty: 4883.046387
	Iteration 51Q: 3 clusters Score -2336874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2336874.250000 Penalty: 4883.046387
	Iteration 52Q: 3 clusters Score -2336874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2336876.000000 Penalty: 4883.046387
	Iteration 53Q: 3 clusters Score -2336876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2336875.250000 Penalty: 4883.046387
	Iteration 54Q: 3 clusters Score -2336875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2336877.250000 Penalty: 4883.046387
	Iteration 55Q: 3 clusters Score -2336877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2336884.000000 Penalty: 4883.046387
	Iteration 56Q: 3 clusters Score -2336884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2336886.750000 Penalty: 4883.046387
	Iteration 57Q: 3 clusters Score -2336887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2336889.500000 Penalty: 4883.046387
	Iteration 58Q: 3 clusters Score -2336890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2336893.250000 Penalty: 4883.046387
	Iteration 59Q: 3 clusters Score -2336893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2336891.250000 Penalty: 4883.046387
	Iteration 60F: 3 clusters Score -2336891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 24578 members 
Mstep: Class 3 contains 6154 members 
Mstep: Class 4 contains 1175 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 9147 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 81163 members 
Mstep: Class 11 contains 17533 members 
Mstep: Class 12 contains 186876 members 
Mstep: Class 13 contains 1328 members 
Mstep: Class 16 contains 94758 members 
Mstep: Class 17 contains 6078 members 
Mstep: Class 18 contains 5226 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
Score: -57707404.000000 Penalty: 61452.480469
Splitting cluster 11 changes total score from -57707956.000000 to -57707404.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (186876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186876 members 
Entering Unmasked Estep 
Score: -23612106.000000 Penalty: 3010.273682
	Iteration 0F: 2 clusters Score -2.361211e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93536 members 
Mstep: Class 2 contains 93340 members 
Entering Unmasked Estep 
Score: -23488458.000000 Penalty: 6020.547363
	Iteration 0F: 3 clusters Score -2.348846e+07 nChanged 89653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94463 members 
Mstep: Class 2 contains 92413 members 
Entering Unmasked Estep 
Score: -23540056.000000 Penalty: 6020.547363
	Iteration 1F: 3 clusters Score -2.354006e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94889 members 
Mstep: Class 2 contains 91987 members 
Entering Unmasked Estep 
Score: -23540896.000000 Penalty: 6020.547363
	Iteration 2Q: 3 clusters Score -2.35409e+07 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95630 members 
Mstep: Class 2 contains 91246 members 
Entering Unmasked Estep 
Score: -23541958.000000 Penalty: 6020.547363
	Iteration 3Q: 3 clusters Score -2.354196e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96846 members 
Mstep: Class 2 contains 90030 members 
Entering Unmasked Estep 
Score: -23543262.000000 Penalty: 6020.547363
	Iteration 4Q: 3 clusters Score -2.354326e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98754 members 
Mstep: Class 2 contains 88122 members 
Entering Unmasked Estep 
Score: -23544680.000000 Penalty: 6020.547363
	Iteration 5Q: 3 clusters Score -2.354468e+07 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101492 members 
Mstep: Class 2 contains 85384 members 
Entering Unmasked Estep 
Score: -23546812.000000 Penalty: 6020.547363
	Iteration 6Q: 3 clusters Score -2.354681e+07 nChanged 7485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105585 members 
Mstep: Class 2 contains 81291 members 
Entering Unmasked Estep 
Score: -23549756.000000 Penalty: 6020.547363
	Iteration 7Q: 3 clusters Score -2.354976e+07 nChanged 8987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111112 members 
Mstep: Class 2 contains 75764 members 
Entering Unmasked Estep 
Score: -23554242.000000 Penalty: 6020.547363
	Iteration 8Q: 3 clusters Score -2.355424e+07 nChanged 10432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118018 members 
Mstep: Class 2 contains 68858 members 
Entering Unmasked Estep 
Score: -23561070.000000 Penalty: 6020.547363
	Iteration 9F: 3 clusters Score -2.356107e+07 nChanged 11288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125472 members 
Mstep: Class 2 contains 61404 members 
Entering Unmasked Estep 
Score: -23569380.000000 Penalty: 6020.547363
	Iteration 10F: 3 clusters Score -2.356938e+07 nChanged 11034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132152 members 
Mstep: Class 2 contains 54724 members 
Entering Unmasked Estep 
Score: -23577534.000000 Penalty: 6020.547363
	Iteration 11F: 3 clusters Score -2.357753e+07 nChanged 8892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137194 members 
Mstep: Class 2 contains 49682 members 
Entering Unmasked Estep 
Score: -23582634.000000 Penalty: 6020.547363
	Iteration 12Q: 3 clusters Score -2.358263e+07 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141282 members 
Mstep: Class 2 contains 45594 members 
Entering Unmasked Estep 
Score: -23585392.000000 Penalty: 6020.547363
	Iteration 13Q: 3 clusters Score -2.358539e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145111 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -23587334.000000 Penalty: 6020.547363
	Iteration 14Q: 3 clusters Score -2.358733e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148991 members 
Mstep: Class 2 contains 37885 members 
Entering Unmasked Estep 
Score: -23588976.000000 Penalty: 6020.547363
	Iteration 15Q: 3 clusters Score -2.358898e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152920 members 
Mstep: Class 2 contains 33956 members 
Entering Unmasked Estep 
Score: -23590842.000000 Penalty: 6020.547363
	Iteration 16Q: 3 clusters Score -2.359084e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156843 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -23592346.000000 Penalty: 6020.547363
	Iteration 17Q: 3 clusters Score -2.359235e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160682 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -23594254.000000 Penalty: 6020.547363
	Iteration 18Q: 3 clusters Score -2.359425e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164468 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -23596340.000000 Penalty: 6020.547363
	Iteration 19Q: 3 clusters Score -2.359634e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168137 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -23598420.000000 Penalty: 6020.547363
	Iteration 20F: 3 clusters Score -2.359842e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171571 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -23600394.000000 Penalty: 6020.547363
	Iteration 21Q: 3 clusters Score -2.360039e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174745 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -23602448.000000 Penalty: 6020.547363
	Iteration 22Q: 3 clusters Score -2.360245e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177592 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -23604232.000000 Penalty: 6020.547363
	Iteration 23Q: 3 clusters Score -2.360423e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179979 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -23605686.000000 Penalty: 6020.547363
	Iteration 24Q: 3 clusters Score -2.360569e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181956 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -23607070.000000 Penalty: 6020.547363
	Iteration 25Q: 3 clusters Score -2.360707e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183452 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -23608046.000000 Penalty: 6020.547363
	Iteration 26Q: 3 clusters Score -2.360805e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184405 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -23608668.000000 Penalty: 6020.547363
	Iteration 27Q: 3 clusters Score -2.360867e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184980 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -23609082.000000 Penalty: 6020.547363
	Iteration 28Q: 3 clusters Score -2.360908e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185330 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -23609382.000000 Penalty: 6020.547363
	Iteration 29Q: 3 clusters Score -2.360938e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185527 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -23609484.000000 Penalty: 6020.547363
	Iteration 30Q: 3 clusters Score -2.360948e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185658 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -23609578.000000 Penalty: 6020.547363
	Iteration 31Q: 3 clusters Score -2.360958e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185735 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -23609614.000000 Penalty: 6020.547363
	Iteration 32Q: 3 clusters Score -2.360961e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185795 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -23609656.000000 Penalty: 6020.547363
	Iteration 33Q: 3 clusters Score -2.360966e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185841 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -23609734.000000 Penalty: 6020.547363
	Iteration 34Q: 3 clusters Score -2.360973e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185869 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -23609746.000000 Penalty: 6020.547363
	Iteration 35Q: 3 clusters Score -2.360975e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185901 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -23609816.000000 Penalty: 6020.547363
	Iteration 36Q: 3 clusters Score -2.360982e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185927 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -23609844.000000 Penalty: 6020.547363
	Iteration 37Q: 3 clusters Score -2.360984e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185951 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -23609890.000000 Penalty: 6020.547363
	Iteration 38Q: 3 clusters Score -2.360989e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185966 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -23609920.000000 Penalty: 6020.547363
	Iteration 39Q: 3 clusters Score -2.360992e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185991 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -23609954.000000 Penalty: 6020.547363
	Iteration 40F: 3 clusters Score -2.360995e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186010 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -23610016.000000 Penalty: 6020.547363
	Iteration 41Q: 3 clusters Score -2.361002e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186009 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -23610044.000000 Penalty: 6020.547363
	Iteration 42Q: 3 clusters Score -2.361004e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186001 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -23610100.000000 Penalty: 6020.547363
	Iteration 43Q: 3 clusters Score -2.36101e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185987 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -23610152.000000 Penalty: 6020.547363
	Iteration 44Q: 3 clusters Score -2.361015e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185961 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -23610178.000000 Penalty: 6020.547363
	Iteration 45Q: 3 clusters Score -2.361018e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185942 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -23610198.000000 Penalty: 6020.547363
	Iteration 46Q: 3 clusters Score -2.36102e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185916 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -23610220.000000 Penalty: 6020.547363
	Iteration 47Q: 3 clusters Score -2.361022e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185903 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -23610262.000000 Penalty: 6020.547363
	Iteration 48Q: 3 clusters Score -2.361026e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185893 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -23610242.000000 Penalty: 6020.547363
	Iteration 49Q: 3 clusters Score -2.361024e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185884 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -23610264.000000 Penalty: 6020.547363
	Iteration 50Q: 3 clusters Score -2.361026e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185880 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -23610294.000000 Penalty: 6020.547363
	Iteration 51Q: 3 clusters Score -2.361029e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185874 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -23610286.000000 Penalty: 6020.547363
	Iteration 52Q: 3 clusters Score -2.361029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185873 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -23610294.000000 Penalty: 6020.547363
	Iteration 53Q: 3 clusters Score -2.361029e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185869 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -23610300.000000 Penalty: 6020.547363
	Iteration 54Q: 3 clusters Score -2.36103e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185862 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -23610284.000000 Penalty: 6020.547363
	Iteration 55Q: 3 clusters Score -2.361028e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185854 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -23610286.000000 Penalty: 6020.547363
	Iteration 56Q: 3 clusters Score -2.361029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185850 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -23610270.000000 Penalty: 6020.547363
	Iteration 57Q: 3 clusters Score -2.361027e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185845 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -23610282.000000 Penalty: 6020.547363
	Iteration 58Q: 3 clusters Score -2.361028e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185838 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -23610282.000000 Penalty: 6020.547363
	Iteration 59Q: 3 clusters Score -2.361028e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185829 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -23610272.000000 Penalty: 6020.547363
	Iteration 60F: 3 clusters Score -2.361027e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185822 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -23610310.000000 Penalty: 6020.547363
	Iteration 61Q: 3 clusters Score -2.361031e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185814 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -23610332.000000 Penalty: 6020.547363
	Iteration 62Q: 3 clusters Score -2.361033e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185811 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -23610336.000000 Penalty: 6020.547363
	Iteration 63Q: 3 clusters Score -2.361034e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185807 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -23610342.000000 Penalty: 6020.547363
	Iteration 64Q: 3 clusters Score -2.361034e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185803 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -23610344.000000 Penalty: 6020.547363
	Iteration 65Q: 3 clusters Score -2.361034e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185800 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -23610350.000000 Penalty: 6020.547363
	Iteration 66Q: 3 clusters Score -2.361035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185800 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -23610352.000000 Penalty: 6020.547363
	Iteration 67Q: 3 clusters Score -2.361035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185798 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -23610358.000000 Penalty: 6020.547363
	Iteration 68Q: 3 clusters Score -2.361036e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185792 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -23610354.000000 Penalty: 6020.547363
	Iteration 69Q: 3 clusters Score -2.361035e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185792 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -23610342.000000 Penalty: 6020.547363
	Iteration 70Q: 3 clusters Score -2.361034e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185785 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -23610372.000000 Penalty: 6020.547363
	Iteration 71Q: 3 clusters Score -2.361037e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185781 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -23610354.000000 Penalty: 6020.547363
	Iteration 72Q: 3 clusters Score -2.361035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185779 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -23610368.000000 Penalty: 6020.547363
	Iteration 73Q: 3 clusters Score -2.361037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185774 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -23610366.000000 Penalty: 6020.547363
	Iteration 74Q: 3 clusters Score -2.361037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185771 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -23610376.000000 Penalty: 6020.547363
	Iteration 75Q: 3 clusters Score -2.361038e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185770 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -23610370.000000 Penalty: 6020.547363
	Iteration 76Q: 3 clusters Score -2.361037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185771 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -23610370.000000 Penalty: 6020.547363
	Iteration 77Q: 3 clusters Score -2.361037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185769 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -23610368.000000 Penalty: 6020.547363
	Iteration 78Q: 3 clusters Score -2.361037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185766 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -23610370.000000 Penalty: 6020.547363
	Iteration 79Q: 3 clusters Score -2.361037e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185765 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -23610376.000000 Penalty: 6020.547363
	Iteration 80F: 3 clusters Score -2.361038e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (94758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94758 members 
Entering Unmasked Estep 
Score: -12183769.000000 Penalty: 2841.852295
	Iteration 0F: 2 clusters Score -1.218377e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47213 members 
Mstep: Class 2 contains 47545 members 
Entering Unmasked Estep 
Score: -12120492.000000 Penalty: 5683.704590
	Iteration 0F: 3 clusters Score -1.212049e+07 nChanged 44725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 49974 members 
Entering Unmasked Estep 
Score: -12145699.000000 Penalty: 5683.704590
	Iteration 1F: 3 clusters Score -1.21457e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43111 members 
Mstep: Class 2 contains 51647 members 
Entering Unmasked Estep 
Score: -12146541.000000 Penalty: 5683.704590
	Iteration 2Q: 3 clusters Score -1.214654e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 54222 members 
Entering Unmasked Estep 
Score: -12147818.000000 Penalty: 5683.704590
	Iteration 3Q: 3 clusters Score -1.214782e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 58065 members 
Entering Unmasked Estep 
Score: -12149698.000000 Penalty: 5683.704590
	Iteration 4Q: 3 clusters Score -1.21497e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 63427 members 
Entering Unmasked Estep 
Score: -12152932.000000 Penalty: 5683.704590
	Iteration 5F: 3 clusters Score -1.215293e+07 nChanged 7353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 70662 members 
Entering Unmasked Estep 
Score: -12158245.000000 Penalty: 5683.704590
	Iteration 6F: 3 clusters Score -1.215824e+07 nChanged 8331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 78965 members 
Entering Unmasked Estep 
Score: -12165930.000000 Penalty: 5683.704590
	Iteration 7F: 3 clusters Score -1.216593e+07 nChanged 7555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 86516 members 
Entering Unmasked Estep 
Score: -12173595.000000 Penalty: 5683.704590
	Iteration 8F: 3 clusters Score -1.21736e+07 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 91369 members 
Entering Unmasked Estep 
Score: -12178413.000000 Penalty: 5683.704590
	Iteration 9F: 3 clusters Score -1.217841e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 93439 members 
Entering Unmasked Estep 
Score: -12180360.000000 Penalty: 5683.704590
	Iteration 10Q: 3 clusters Score -1.218036e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 94118 members 
Entering Unmasked Estep 
Score: -12181005.000000 Penalty: 5683.704590
	Iteration 11Q: 3 clusters Score -1.2181e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 94323 members 
Entering Unmasked Estep 
Score: -12181193.000000 Penalty: 5683.704590
	Iteration 12Q: 3 clusters Score -1.218119e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 94399 members 
Entering Unmasked Estep 
Score: -12181294.000000 Penalty: 5683.704590
	Iteration 13Q: 3 clusters Score -1.218129e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 94424 members 
Entering Unmasked Estep 
Score: -12181338.000000 Penalty: 5683.704590
	Iteration 14Q: 3 clusters Score -1.218134e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 94431 members 
Entering Unmasked Estep 
Score: -12181345.000000 Penalty: 5683.704590
	Iteration 15Q: 3 clusters Score -1.218134e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 94436 members 
Entering Unmasked Estep 
Score: -12181352.000000 Penalty: 5683.704590
	Iteration 16Q: 3 clusters Score -1.218135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 94438 members 
Entering Unmasked Estep 
Score: -12181365.000000 Penalty: 5683.704590
	Iteration 17Q: 3 clusters Score -1.218136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 94439 members 
Entering Unmasked Estep 
Score: -12181363.000000 Penalty: 5683.704590
	Iteration 18Q: 3 clusters Score -1.218136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 94443 members 
Entering Unmasked Estep 
Score: -12181368.000000 Penalty: 5683.704590
	Iteration 19Q: 3 clusters Score -1.218137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 94444 members 
Entering Unmasked Estep 
Score: -12181369.000000 Penalty: 5683.704590
	Iteration 20F: 3 clusters Score -1.218137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 94448 members 
Entering Unmasked Estep 
Score: -12181372.000000 Penalty: 5683.704590
	Iteration 21Q: 3 clusters Score -1.218137e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 94457 members 
Entering Unmasked Estep 
Score: -12181385.000000 Penalty: 5683.704590
	Iteration 22Q: 3 clusters Score -1.218138e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 94458 members 
Entering Unmasked Estep 
Score: -12181397.000000 Penalty: 5683.704590
	Iteration 23Q: 3 clusters Score -1.21814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 94458 members 
Entering Unmasked Estep 
Score: -12181409.000000 Penalty: 5683.704590
	Iteration 24Q: 3 clusters Score -1.218141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 94457 members 
Entering Unmasked Estep 
Score: -12181403.000000 Penalty: 5683.704590
	Iteration 25Q: 3 clusters Score -1.21814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 94455 members 
Entering Unmasked Estep 
Score: -12181412.000000 Penalty: 5683.704590
	Iteration 26Q: 3 clusters Score -1.218141e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 94455 members 
Entering Unmasked Estep 
Score: -12181412.000000 Penalty: 5683.704590
	Iteration 27F: 3 clusters Score -1.218141e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Entering Unmasked Estep 
Score: -775169.250000 Penalty: 2160.682861
	Iteration 0F: 2 clusters Score -775169.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -769949.062500 Penalty: 4321.365723
	Iteration 0F: 3 clusters Score -769949.1 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -771206.375000 Penalty: 4321.365723
	Iteration 1F: 3 clusters Score -771206.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -771454.187500 Penalty: 4321.365723
	Iteration 2F: 3 clusters Score -771454.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -771600.875000 Penalty: 4321.365723
	Iteration 3F: 3 clusters Score -771600.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -771679.375000 Penalty: 4321.365723
	Iteration 4Q: 3 clusters Score -771679.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -771747.000000 Penalty: 4321.365723
	Iteration 5Q: 3 clusters Score -771747 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -771803.125000 Penalty: 4321.365723
	Iteration 6Q: 3 clusters Score -771803.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -771858.375000 Penalty: 4321.365723
	Iteration 7Q: 3 clusters Score -771858.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -771901.687500 Penalty: 4321.365723
	Iteration 8Q: 3 clusters Score -771901.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -771943.562500 Penalty: 4321.365723
	Iteration 9Q: 3 clusters Score -771943.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -771983.375000 Penalty: 4321.365723
	Iteration 10Q: 3 clusters Score -771983.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -772012.812500 Penalty: 4321.365723
	Iteration 11Q: 3 clusters Score -772012.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -772044.062500 Penalty: 4321.365723
	Iteration 12Q: 3 clusters Score -772044.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -772072.062500 Penalty: 4321.365723
	Iteration 13Q: 3 clusters Score -772072.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -772098.375000 Penalty: 4321.365723
	Iteration 14Q: 3 clusters Score -772098.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -772118.500000 Penalty: 4321.365723
	Iteration 15Q: 3 clusters Score -772118.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -772152.125000 Penalty: 4321.365723
	Iteration 16Q: 3 clusters Score -772152.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -772181.875000 Penalty: 4321.365723
	Iteration 17Q: 3 clusters Score -772181.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -772199.937500 Penalty: 4321.365723
	Iteration 18Q: 3 clusters Score -772199.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -772214.250000 Penalty: 4321.365723
	Iteration 19Q: 3 clusters Score -772214.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -772228.812500 Penalty: 4321.365723
	Iteration 20F: 3 clusters Score -772228.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -772246.937500 Penalty: 4321.365723
	Iteration 21Q: 3 clusters Score -772246.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -772266.625000 Penalty: 4321.365723
	Iteration 22Q: 3 clusters Score -772266.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -772293.625000 Penalty: 4321.365723
	Iteration 23Q: 3 clusters Score -772293.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -772320.500000 Penalty: 4321.365723
	Iteration 24Q: 3 clusters Score -772320.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -772345.125000 Penalty: 4321.365723
	Iteration 25Q: 3 clusters Score -772345.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -772375.750000 Penalty: 4321.365723
	Iteration 26Q: 3 clusters Score -772375.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -772410.000000 Penalty: 4321.365723
	Iteration 27Q: 3 clusters Score -772410 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -772462.187500 Penalty: 4321.365723
	Iteration 28Q: 3 clusters Score -772462.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -772513.875000 Penalty: 4321.365723
	Iteration 29Q: 3 clusters Score -772513.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -772559.187500 Penalty: 4321.365723
	Iteration 30Q: 3 clusters Score -772559.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -772605.687500 Penalty: 4321.365723
	Iteration 31Q: 3 clusters Score -772605.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -772656.375000 Penalty: 4321.365723
	Iteration 32Q: 3 clusters Score -772656.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -772717.625000 Penalty: 4321.365723
	Iteration 33Q: 3 clusters Score -772717.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -772789.375000 Penalty: 4321.365723
	Iteration 34Q: 3 clusters Score -772789.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -772855.062500 Penalty: 4321.365723
	Iteration 35Q: 3 clusters Score -772855.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -772908.312500 Penalty: 4321.365723
	Iteration 36Q: 3 clusters Score -772908.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -772951.750000 Penalty: 4321.365723
	Iteration 37Q: 3 clusters Score -772951.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -772996.562500 Penalty: 4321.365723
	Iteration 38Q: 3 clusters Score -772996.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -773036.875000 Penalty: 4321.365723
	Iteration 39Q: 3 clusters Score -773036.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -773067.250000 Penalty: 4321.365723
	Iteration 40F: 3 clusters Score -773067.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -773099.937500 Penalty: 4321.365723
	Iteration 41Q: 3 clusters Score -773099.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -773120.625000 Penalty: 4321.365723
	Iteration 42Q: 3 clusters Score -773120.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -773135.812500 Penalty: 4321.365723
	Iteration 43Q: 3 clusters Score -773135.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -773152.437500 Penalty: 4321.365723
	Iteration 44Q: 3 clusters Score -773152.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -773166.812500 Penalty: 4321.365723
	Iteration 45Q: 3 clusters Score -773166.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -773176.937500 Penalty: 4321.365723
	Iteration 46Q: 3 clusters Score -773176.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -773184.125000 Penalty: 4321.365723
	Iteration 47Q: 3 clusters Score -773184.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -773190.500000 Penalty: 4321.365723
	Iteration 48Q: 3 clusters Score -773190.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -773197.312500 Penalty: 4321.365723
	Iteration 49Q: 3 clusters Score -773197.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -773200.812500 Penalty: 4321.365723
	Iteration 50Q: 3 clusters Score -773200.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -773202.812500 Penalty: 4321.365723
	Iteration 51Q: 3 clusters Score -773202.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -773205.562500 Penalty: 4321.365723
	Iteration 52Q: 3 clusters Score -773205.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -773208.812500 Penalty: 4321.365723
	Iteration 53Q: 3 clusters Score -773208.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -773208.812500 Penalty: 4321.365723
	Iteration 54Q: 3 clusters Score -773208.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -773209.937500 Penalty: 4321.365723
	Iteration 55Q: 3 clusters Score -773209.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -773210.062500 Penalty: 4321.365723
	Iteration 56Q: 3 clusters Score -773210.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -773213.187500 Penalty: 4321.365723
	Iteration 57Q: 3 clusters Score -773213.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -773214.375000 Penalty: 4321.365723
	Iteration 58Q: 3 clusters Score -773214.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -773214.937500 Penalty: 4321.365723
	Iteration 59Q: 3 clusters Score -773214.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -773216.000000 Penalty: 4321.365723
	Iteration 60F: 3 clusters Score -773216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -773216.312500 Penalty: 4321.365723
	Iteration 61Q: 3 clusters Score -773216.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -773215.937500 Penalty: 4321.365723
	Iteration 62Q: 3 clusters Score -773215.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -773218.375000 Penalty: 4321.365723
	Iteration 63Q: 3 clusters Score -773218.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -773216.500000 Penalty: 4321.365723
	Iteration 64Q: 3 clusters Score -773216.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -773216.500000 Penalty: 4321.365723
	Iteration 65F: 3 clusters Score -773216.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Entering Unmasked Estep 
Score: -675489.250000 Penalty: 2123.227539
	Iteration 0F: 2 clusters Score -675489.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -670798.062500 Penalty: 4246.455078
	Iteration 0F: 3 clusters Score -670798.1 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -671882.750000 Penalty: 4246.455078
	Iteration 1F: 3 clusters Score -671882.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -672066.375000 Penalty: 4246.455078
	Iteration 2F: 3 clusters Score -672066.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -672197.875000 Penalty: 4246.455078
	Iteration 3Q: 3 clusters Score -672197.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -672302.000000 Penalty: 4246.455078
	Iteration 4Q: 3 clusters Score -672302 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -672389.250000 Penalty: 4246.455078
	Iteration 5Q: 3 clusters Score -672389.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -672452.750000 Penalty: 4246.455078
	Iteration 6Q: 3 clusters Score -672452.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -672501.375000 Penalty: 4246.455078
	Iteration 7Q: 3 clusters Score -672501.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -672540.187500 Penalty: 4246.455078
	Iteration 8Q: 3 clusters Score -672540.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -672591.000000 Penalty: 4246.455078
	Iteration 9Q: 3 clusters Score -672591 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -672635.312500 Penalty: 4246.455078
	Iteration 10Q: 3 clusters Score -672635.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -672664.250000 Penalty: 4246.455078
	Iteration 11Q: 3 clusters Score -672664.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -672694.562500 Penalty: 4246.455078
	Iteration 12Q: 3 clusters Score -672694.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -672722.375000 Penalty: 4246.455078
	Iteration 13Q: 3 clusters Score -672722.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -672743.312500 Penalty: 4246.455078
	Iteration 14Q: 3 clusters Score -672743.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -672771.000000 Penalty: 4246.455078
	Iteration 15Q: 3 clusters Score -672771 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -672797.187500 Penalty: 4246.455078
	Iteration 16Q: 3 clusters Score -672797.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -672827.812500 Penalty: 4246.455078
	Iteration 17Q: 3 clusters Score -672827.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -672861.750000 Penalty: 4246.455078
	Iteration 18Q: 3 clusters Score -672861.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -672901.937500 Penalty: 4246.455078
	Iteration 19Q: 3 clusters Score -672901.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -672943.000000 Penalty: 4246.455078
	Iteration 20F: 3 clusters Score -672943 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -672977.437500 Penalty: 4246.455078
	Iteration 21Q: 3 clusters Score -672977.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -673021.687500 Penalty: 4246.455078
	Iteration 22Q: 3 clusters Score -673021.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -673067.312500 Penalty: 4246.455078
	Iteration 23Q: 3 clusters Score -673067.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -673117.687500 Penalty: 4246.455078
	Iteration 24Q: 3 clusters Score -673117.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -673167.437500 Penalty: 4246.455078
	Iteration 25Q: 3 clusters Score -673167.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -673207.687500 Penalty: 4246.455078
	Iteration 26Q: 3 clusters Score -673207.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -673250.000000 Penalty: 4246.455078
	Iteration 27Q: 3 clusters Score -673250 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -673292.625000 Penalty: 4246.455078
	Iteration 28Q: 3 clusters Score -673292.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -673338.687500 Penalty: 4246.455078
	Iteration 29Q: 3 clusters Score -673338.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -673371.687500 Penalty: 4246.455078
	Iteration 30Q: 3 clusters Score -673371.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -673405.000000 Penalty: 4246.455078
	Iteration 31Q: 3 clusters Score -673405 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -673435.375000 Penalty: 4246.455078
	Iteration 32Q: 3 clusters Score -673435.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -673454.437500 Penalty: 4246.455078
	Iteration 33Q: 3 clusters Score -673454.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -673468.750000 Penalty: 4246.455078
	Iteration 34Q: 3 clusters Score -673468.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -673479.750000 Penalty: 4246.455078
	Iteration 35Q: 3 clusters Score -673479.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -673488.500000 Penalty: 4246.455078
	Iteration 36Q: 3 clusters Score -673488.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -673494.062500 Penalty: 4246.455078
	Iteration 37Q: 3 clusters Score -673494.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -673501.625000 Penalty: 4246.455078
	Iteration 38Q: 3 clusters Score -673501.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -673506.375000 Penalty: 4246.455078
	Iteration 39Q: 3 clusters Score -673506.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -673510.312500 Penalty: 4246.455078
	Iteration 40F: 3 clusters Score -673510.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -673518.875000 Penalty: 4246.455078
	Iteration 41Q: 3 clusters Score -673518.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -673535.937500 Penalty: 4246.455078
	Iteration 42Q: 3 clusters Score -673535.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -673555.125000 Penalty: 4246.455078
	Iteration 43Q: 3 clusters Score -673555.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -673567.937500 Penalty: 4246.455078
	Iteration 44Q: 3 clusters Score -673567.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -673572.562500 Penalty: 4246.455078
	Iteration 45Q: 3 clusters Score -673572.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -673576.437500 Penalty: 4246.455078
	Iteration 46Q: 3 clusters Score -673576.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -673583.062500 Penalty: 4246.455078
	Iteration 47Q: 3 clusters Score -673583.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -673584.062500 Penalty: 4246.455078
	Iteration 48Q: 3 clusters Score -673584.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -673584.312500 Penalty: 4246.455078
	Iteration 49Q: 3 clusters Score -673584.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -673584.312500 Penalty: 4246.455078
	Iteration 50F: 3 clusters Score -673584.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Entering Unmasked Estep 
Score: -134617.984375 Penalty: 1731.750000
	Iteration 0F: 2 clusters Score -134618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -132623.859375 Penalty: 3463.500000
	Iteration 0F: 3 clusters Score -132623.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -132930.375000 Penalty: 3463.500000
	Iteration 1F: 3 clusters Score -132930.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -133023.828125 Penalty: 3463.500000
	Iteration 2F: 3 clusters Score -133023.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -133074.437500 Penalty: 3463.500000
	Iteration 3Q: 3 clusters Score -133074.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -133126.437500 Penalty: 3463.500000
	Iteration 4Q: 3 clusters Score -133126.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -133170.953125 Penalty: 3463.500000
	Iteration 5Q: 3 clusters Score -133171 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -133211.187500 Penalty: 3463.500000
	Iteration 6Q: 3 clusters Score -133211.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -133241.125000 Penalty: 3463.500000
	Iteration 7Q: 3 clusters Score -133241.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -133269.671875 Penalty: 3463.500000
	Iteration 8Q: 3 clusters Score -133269.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -133319.562500 Penalty: 3463.500000
	Iteration 9Q: 3 clusters Score -133319.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -133437.171875 Penalty: 3463.500000
	Iteration 10Q: 3 clusters Score -133437.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -133538.593750 Penalty: 3463.500000
	Iteration 11Q: 3 clusters Score -133538.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -133661.203125 Penalty: 3463.500000
	Iteration 12Q: 3 clusters Score -133661.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -133734.015625 Penalty: 3463.500000
	Iteration 13Q: 3 clusters Score -133734 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -133790.656250 Penalty: 3463.500000
	Iteration 14Q: 3 clusters Score -133790.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -133822.250000 Penalty: 3463.500000
	Iteration 15Q: 3 clusters Score -133822.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -133841.984375 Penalty: 3463.500000
	Iteration 16Q: 3 clusters Score -133842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -133850.078125 Penalty: 3463.500000
	Iteration 17Q: 3 clusters Score -133850.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -133858.953125 Penalty: 3463.500000
	Iteration 18Q: 3 clusters Score -133859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -133869.453125 Penalty: 3463.500000
	Iteration 19Q: 3 clusters Score -133869.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -133881.125000 Penalty: 3463.500000
	Iteration 20F: 3 clusters Score -133881.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -133886.640625 Penalty: 3463.500000
	Iteration 21Q: 3 clusters Score -133886.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -133891.781250 Penalty: 3463.500000
	Iteration 22Q: 3 clusters Score -133891.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -133899.171875 Penalty: 3463.500000
	Iteration 23Q: 3 clusters Score -133899.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -133902.484375 Penalty: 3463.500000
	Iteration 24Q: 3 clusters Score -133902.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -133903.625000 Penalty: 3463.500000
	Iteration 25Q: 3 clusters Score -133903.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -133903.625000 Penalty: 3463.500000
	Iteration 26F: 3 clusters Score -133903.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Entering Unmasked Estep 
Score: -228561.046875 Penalty: 1863.670288
	Iteration 0F: 2 clusters Score -228561 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 901 members 
Entering Unmasked Estep 
Score: -226091.875000 Penalty: 3727.340576
	Iteration 0F: 3 clusters Score -226091.9 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -226573.312500 Penalty: 3727.340576
	Iteration 1F: 3 clusters Score -226573.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -226726.281250 Penalty: 3727.340576
	Iteration 2F: 3 clusters Score -226726.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -226842.250000 Penalty: 3727.340576
	Iteration 3F: 3 clusters Score -226842.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -226947.000000 Penalty: 3727.340576
	Iteration 4Q: 3 clusters Score -226947 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -227071.937500 Penalty: 3727.340576
	Iteration 5Q: 3 clusters Score -227071.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -227222.671875 Penalty: 3727.340576
	Iteration 6Q: 3 clusters Score -227222.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -227485.078125 Penalty: 3727.340576
	Iteration 7Q: 3 clusters Score -227485.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -227722.203125 Penalty: 3727.340576
	Iteration 8Q: 3 clusters Score -227722.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -227842.968750 Penalty: 3727.340576
	Iteration 9Q: 3 clusters Score -227843 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -227920.718750 Penalty: 3727.340576
	Iteration 10Q: 3 clusters Score -227920.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -227964.406250 Penalty: 3727.340576
	Iteration 11Q: 3 clusters Score -227964.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -227990.828125 Penalty: 3727.340576
	Iteration 12Q: 3 clusters Score -227990.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -228009.171875 Penalty: 3727.340576
	Iteration 13Q: 3 clusters Score -228009.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -228025.703125 Penalty: 3727.340576
	Iteration 14Q: 3 clusters Score -228025.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -228035.375000 Penalty: 3727.340576
	Iteration 15Q: 3 clusters Score -228035.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -228045.796875 Penalty: 3727.340576
	Iteration 16Q: 3 clusters Score -228045.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -228052.781250 Penalty: 3727.340576
	Iteration 17Q: 3 clusters Score -228052.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -228061.828125 Penalty: 3727.340576
	Iteration 18Q: 3 clusters Score -228061.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -228069.218750 Penalty: 3727.340576
	Iteration 19Q: 3 clusters Score -228069.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -228072.906250 Penalty: 3727.340576
	Iteration 20F: 3 clusters Score -228072.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -228076.312500 Penalty: 3727.340576
	Iteration 21Q: 3 clusters Score -228076.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -228077.890625 Penalty: 3727.340576
	Iteration 22Q: 3 clusters Score -228077.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -228080.625000 Penalty: 3727.340576
	Iteration 23Q: 3 clusters Score -228080.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -228080.843750 Penalty: 3727.340576
	Iteration 24Q: 3 clusters Score -228080.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -228080.843750 Penalty: 3727.340576
	Iteration 25F: 3 clusters Score -228080.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -102643.890625 Penalty: 1699.879883
	Iteration 0F: 2 clusters Score -102643.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -100791.250000 Penalty: 3399.759766
	Iteration 0F: 3 clusters Score -100791.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -101363.617188 Penalty: 3399.759766
	Iteration 1F: 3 clusters Score -101363.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -101716.468750 Penalty: 3399.759766
	Iteration 2F: 3 clusters Score -101716.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -102050.210938 Penalty: 3399.759766
	Iteration 3F: 3 clusters Score -102050.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -102232.382812 Penalty: 3399.759766
	Iteration 4F: 3 clusters Score -102232.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -102426.554688 Penalty: 3399.759766
	Iteration 5Q: 3 clusters Score -102426.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -102777.367188 Penalty: 3399.759766
	Iteration 6Q: 3 clusters Score -102777.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -103116.710938 Penalty: 3399.759766
	Iteration 7Q: 3 clusters Score -103116.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -103232.382812 Penalty: 3399.759766
	Iteration 8Q: 3 clusters Score -103232.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -103297.648438 Penalty: 3399.759766
	Iteration 9Q: 3 clusters Score -103297.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -103359.664062 Penalty: 3399.759766
	Iteration 10Q: 3 clusters Score -103359.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -103386.515625 Penalty: 3399.759766
	Iteration 11Q: 3 clusters Score -103386.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -103395.164062 Penalty: 3399.759766
	Iteration 12Q: 3 clusters Score -103395.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -103395.164062 Penalty: 3399.759766
	Iteration 13F: 3 clusters Score -103395.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 24578 members 
Mstep: Class 3 contains 6154 members 
Mstep: Class 4 contains 1175 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 9147 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 81163 members 
Mstep: Class 11 contains 18861 members 
Mstep: Class 12 contains 186876 members 
Mstep: Class 13 contains 313 members 
Mstep: Class 16 contains 94758 members 
Mstep: Class 17 contains 6078 members 
Mstep: Class 18 contains 5226 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 635 members 
Entering Unmasked Estep 
Score: -57707104.000000 Penalty: 61452.480469
Splitting cluster 22 changes total score from -57707956.000000 to -57707104.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 24578 members 
Mstep: Class 3 contains 6154 members 
Mstep: Class 4 contains 1175 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 9147 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 81163 members 
Mstep: Class 11 contains 18861 members 
Mstep: Class 12 contains 186876 members 
Mstep: Class 16 contains 94758 members 
Mstep: Class 17 contains 6078 members 
Mstep: Class 18 contains 5226 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707928.000000 Penalty: 58218.136719
Iteration 359Q: 19 clusters Score -5.770793e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 24575 members 
Mstep: Class 3 contains 6187 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 9151 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 80796 members 
Mstep: Class 11 contains 18880 members 
Mstep: Class 12 contains 187272 members 
Mstep: Class 16 contains 94736 members 
Mstep: Class 17 contains 6082 members 
Mstep: Class 18 contains 5224 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1836 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707972.000000 Penalty: 58218.136719
Iteration 360F: 19 clusters Score -5.770797e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 24577 members 
Mstep: Class 3 contains 6224 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 9151 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 80402 members 
Mstep: Class 11 contains 18898 members 
Mstep: Class 12 contains 187680 members 
Mstep: Class 16 contains 94722 members 
Mstep: Class 17 contains 6081 members 
Mstep: Class 18 contains 5221 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1836 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707876.000000 Penalty: 58218.136719
Iteration 361Q: 19 clusters Score -5.770788e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 24573 members 
Mstep: Class 3 contains 6260 members 
Mstep: Class 4 contains 1150 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 9151 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 79985 members 
Mstep: Class 11 contains 18914 members 
Mstep: Class 12 contains 188107 members 
Mstep: Class 16 contains 94716 members 
Mstep: Class 17 contains 6085 members 
Mstep: Class 18 contains 5216 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1836 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707896.000000 Penalty: 58218.136719
Iteration 362Q: 19 clusters Score -5.77079e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 24580 members 
Mstep: Class 3 contains 6278 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 9152 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 79598 members 
Mstep: Class 11 contains 18937 members 
Mstep: Class 12 contains 188493 members 
Mstep: Class 16 contains 94711 members 
Mstep: Class 17 contains 6087 members 
Mstep: Class 18 contains 5216 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1836 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707836.000000 Penalty: 58218.136719
Iteration 363Q: 19 clusters Score -5.770784e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 24596 members 
Mstep: Class 3 contains 6311 members 
Mstep: Class 4 contains 1127 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 9151 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 79214 members 
Mstep: Class 11 contains 18961 members 
Mstep: Class 12 contains 188843 members 
Mstep: Class 16 contains 94710 members 
Mstep: Class 17 contains 6092 members 
Mstep: Class 18 contains 5213 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1836 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707792.000000 Penalty: 58218.136719
Iteration 364Q: 19 clusters Score -5.770779e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 24605 members 
Mstep: Class 3 contains 6343 members 
Mstep: Class 4 contains 1119 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 9155 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 78805 members 
Mstep: Class 11 contains 18977 members 
Mstep: Class 12 contains 189263 members 
Mstep: Class 16 contains 94687 members 
Mstep: Class 17 contains 6090 members 
Mstep: Class 18 contains 5211 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1836 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707868.000000 Penalty: 58218.136719
Iteration 365Q: 19 clusters Score -5.770787e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 24614 members 
Mstep: Class 3 contains 6370 members 
Mstep: Class 4 contains 1106 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 9161 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 78380 members 
Mstep: Class 11 contains 18992 members 
Mstep: Class 12 contains 189700 members 
Mstep: Class 16 contains 94673 members 
Mstep: Class 17 contains 6088 members 
Mstep: Class 18 contains 5208 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57708000.000000 Penalty: 58218.136719
Iteration 366Q: 19 clusters Score -5.7708e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 24634 members 
Mstep: Class 3 contains 6401 members 
Mstep: Class 4 contains 1099 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 9167 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 77928 members 
Mstep: Class 11 contains 19018 members 
Mstep: Class 12 contains 190128 members 
Mstep: Class 16 contains 94661 members 
Mstep: Class 17 contains 6085 members 
Mstep: Class 18 contains 5208 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707996.000000 Penalty: 58218.136719
Iteration 367Q: 19 clusters Score -5.7708e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 24640 members 
Mstep: Class 3 contains 6436 members 
Mstep: Class 4 contains 1088 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 9174 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 77462 members 
Mstep: Class 11 contains 19045 members 
Mstep: Class 12 contains 190597 members 
Mstep: Class 16 contains 94646 members 
Mstep: Class 17 contains 6086 members 
Mstep: Class 18 contains 5206 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707880.000000 Penalty: 58218.136719
Iteration 368Q: 19 clusters Score -5.770788e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 24657 members 
Mstep: Class 3 contains 6474 members 
Mstep: Class 4 contains 1081 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 9179 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 76983 members 
Mstep: Class 11 contains 19070 members 
Mstep: Class 12 contains 191081 members 
Mstep: Class 16 contains 94623 members 
Mstep: Class 17 contains 6090 members 
Mstep: Class 18 contains 5205 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707760.000000 Penalty: 58218.136719
Iteration 369Q: 19 clusters Score -5.770776e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 24676 members 
Mstep: Class 3 contains 6510 members 
Mstep: Class 4 contains 1075 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 9179 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 76450 members 
Mstep: Class 11 contains 19095 members 
Mstep: Class 12 contains 191618 members 
Mstep: Class 16 contains 94601 members 
Mstep: Class 17 contains 6094 members 
Mstep: Class 18 contains 5198 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707728.000000 Penalty: 58218.136719
Iteration 370Q: 19 clusters Score -5.770773e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 24693 members 
Mstep: Class 3 contains 6557 members 
Mstep: Class 4 contains 1071 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 9183 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 75913 members 
Mstep: Class 11 contains 19120 members 
Mstep: Class 12 contains 192142 members 
Mstep: Class 16 contains 94585 members 
Mstep: Class 17 contains 6096 members 
Mstep: Class 18 contains 5190 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707688.000000 Penalty: 58218.136719
Iteration 371Q: 19 clusters Score -5.770769e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 24708 members 
Mstep: Class 3 contains 6592 members 
Mstep: Class 4 contains 1066 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 9186 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 75361 members 
Mstep: Class 11 contains 19152 members 
Mstep: Class 12 contains 192691 members 
Mstep: Class 16 contains 94582 members 
Mstep: Class 17 contains 6094 members 
Mstep: Class 18 contains 5188 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707564.000000 Penalty: 58218.136719
Iteration 372Q: 19 clusters Score -5.770756e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 24703 members 
Mstep: Class 3 contains 6626 members 
Mstep: Class 4 contains 1058 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 9190 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 74826 members 
Mstep: Class 11 contains 19189 members 
Mstep: Class 12 contains 193228 members 
Mstep: Class 16 contains 94580 members 
Mstep: Class 17 contains 6095 members 
Mstep: Class 18 contains 5187 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707460.000000 Penalty: 58218.136719
Iteration 373Q: 19 clusters Score -5.770746e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 24700 members 
Mstep: Class 3 contains 6675 members 
Mstep: Class 4 contains 1053 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 9191 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 74240 members 
Mstep: Class 11 contains 19223 members 
Mstep: Class 12 contains 193782 members 
Mstep: Class 16 contains 94588 members 
Mstep: Class 17 contains 6101 members 
Mstep: Class 18 contains 5185 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707532.000000 Penalty: 58218.136719
Iteration 374Q: 19 clusters Score -5.770753e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 24707 members 
Mstep: Class 3 contains 6718 members 
Mstep: Class 4 contains 1049 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 9193 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 73660 members 
Mstep: Class 11 contains 19257 members 
Mstep: Class 12 contains 194328 members 
Mstep: Class 16 contains 94588 members 
Mstep: Class 17 contains 6105 members 
Mstep: Class 18 contains 5182 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707340.000000 Penalty: 58218.136719
Iteration 375Q: 19 clusters Score -5.770734e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 24711 members 
Mstep: Class 3 contains 6754 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 9198 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 73071 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 194884 members 
Mstep: Class 16 contains 94591 members 
Mstep: Class 17 contains 6113 members 
Mstep: Class 18 contains 5178 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707308.000000 Penalty: 58218.136719
Iteration 376Q: 19 clusters Score -5.770731e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 24718 members 
Mstep: Class 3 contains 6785 members 
Mstep: Class 4 contains 1030 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 9197 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 72469 members 
Mstep: Class 11 contains 19317 members 
Mstep: Class 12 contains 195456 members 
Mstep: Class 16 contains 94617 members 
Mstep: Class 17 contains 6126 members 
Mstep: Class 18 contains 5172 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707372.000000 Penalty: 58218.136719
Iteration 377Q: 19 clusters Score -5.770737e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 24726 members 
Mstep: Class 3 contains 6814 members 
Mstep: Class 4 contains 1020 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 9204 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 71859 members 
Mstep: Class 11 contains 19346 members 
Mstep: Class 12 contains 196021 members 
Mstep: Class 16 contains 94629 members 
Mstep: Class 17 contains 6136 members 
Mstep: Class 18 contains 5164 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707372.000000 Penalty: 58218.136719
Iteration 378Q: 19 clusters Score -5.770737e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 24734 members 
Mstep: Class 3 contains 6859 members 
Mstep: Class 4 contains 1012 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 9211 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 71239 members 
Mstep: Class 11 contains 19365 members 
Mstep: Class 12 contains 196579 members 
Mstep: Class 16 contains 94644 members 
Mstep: Class 17 contains 6140 members 
Mstep: Class 18 contains 5160 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707236.000000 Penalty: 58218.136719
Iteration 379Q: 19 clusters Score -5.770724e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 24737 members 
Mstep: Class 3 contains 6913 members 
Mstep: Class 4 contains 1004 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 9214 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 70675 members 
Mstep: Class 11 contains 19380 members 
Mstep: Class 12 contains 197087 members 
Mstep: Class 16 contains 94660 members 
Mstep: Class 17 contains 6149 members 
Mstep: Class 18 contains 5160 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707244.000000 Penalty: 58218.136719
Iteration 380F: 19 clusters Score -5.770724e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 24754 members 
Mstep: Class 3 contains 6977 members 
Mstep: Class 4 contains 1002 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9220 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 70088 members 
Mstep: Class 11 contains 19397 members 
Mstep: Class 12 contains 197587 members 
Mstep: Class 16 contains 94682 members 
Mstep: Class 17 contains 6159 members 
Mstep: Class 18 contains 5152 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707312.000000 Penalty: 58218.136719
Iteration 381Q: 19 clusters Score -5.770731e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 24780 members 
Mstep: Class 3 contains 7045 members 
Mstep: Class 4 contains 997 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9227 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 69512 members 
Mstep: Class 11 contains 19416 members 
Mstep: Class 12 contains 198066 members 
Mstep: Class 16 contains 94700 members 
Mstep: Class 17 contains 6164 members 
Mstep: Class 18 contains 5146 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707328.000000 Penalty: 58218.136719
Iteration 382Q: 19 clusters Score -5.770733e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 24813 members 
Mstep: Class 3 contains 7135 members 
Mstep: Class 4 contains 990 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9234 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 68946 members 
Mstep: Class 11 contains 19428 members 
Mstep: Class 12 contains 198501 members 
Mstep: Class 16 contains 94710 members 
Mstep: Class 17 contains 6169 members 
Mstep: Class 18 contains 5146 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707268.000000 Penalty: 58218.136719
Iteration 383Q: 19 clusters Score -5.770727e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 24834 members 
Mstep: Class 3 contains 7217 members 
Mstep: Class 4 contains 984 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9243 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 68409 members 
Mstep: Class 11 contains 19443 members 
Mstep: Class 12 contains 198900 members 
Mstep: Class 16 contains 94739 members 
Mstep: Class 17 contains 6180 members 
Mstep: Class 18 contains 5148 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707240.000000 Penalty: 58218.136719
Iteration 384Q: 19 clusters Score -5.770724e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 24850 members 
Mstep: Class 3 contains 7317 members 
Mstep: Class 4 contains 981 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9251 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 67874 members 
Mstep: Class 11 contains 19458 members 
Mstep: Class 12 contains 199247 members 
Mstep: Class 16 contains 94781 members 
Mstep: Class 17 contains 6192 members 
Mstep: Class 18 contains 5153 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707240.000000 Penalty: 58218.136719
Iteration 385Q: 19 clusters Score -5.770724e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 24872 members 
Mstep: Class 3 contains 7420 members 
Mstep: Class 4 contains 976 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9263 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 67355 members 
Mstep: Class 11 contains 19470 members 
Mstep: Class 12 contains 199599 members 
Mstep: Class 16 contains 94798 members 
Mstep: Class 17 contains 6197 members 
Mstep: Class 18 contains 5159 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707184.000000 Penalty: 58218.136719
Iteration 386Q: 19 clusters Score -5.770718e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 24891 members 
Mstep: Class 3 contains 7530 members 
Mstep: Class 4 contains 968 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9273 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 66819 members 
Mstep: Class 11 contains 19484 members 
Mstep: Class 12 contains 199980 members 
Mstep: Class 16 contains 94796 members 
Mstep: Class 17 contains 6203 members 
Mstep: Class 18 contains 5161 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707164.000000 Penalty: 58218.136719
Iteration 387Q: 19 clusters Score -5.770716e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 24912 members 
Mstep: Class 3 contains 7661 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9280 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 66301 members 
Mstep: Class 11 contains 19504 members 
Mstep: Class 12 contains 200317 members 
Mstep: Class 16 contains 94806 members 
Mstep: Class 17 contains 6210 members 
Mstep: Class 18 contains 5163 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707180.000000 Penalty: 58218.136719
Iteration 388Q: 19 clusters Score -5.770718e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 24941 members 
Mstep: Class 3 contains 7801 members 
Mstep: Class 4 contains 946 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9282 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 65803 members 
Mstep: Class 11 contains 19523 members 
Mstep: Class 12 contains 200636 members 
Mstep: Class 16 contains 94812 members 
Mstep: Class 17 contains 6213 members 
Mstep: Class 18 contains 5165 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707220.000000 Penalty: 58218.136719
Iteration 389Q: 19 clusters Score -5.770722e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 24963 members 
Mstep: Class 3 contains 7952 members 
Mstep: Class 4 contains 936 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9283 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 65312 members 
Mstep: Class 11 contains 19537 members 
Mstep: Class 12 contains 200950 members 
Mstep: Class 16 contains 94819 members 
Mstep: Class 17 contains 6220 members 
Mstep: Class 18 contains 5165 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707052.000000 Penalty: 58218.136719
Iteration 390Q: 19 clusters Score -5.770705e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 24993 members 
Mstep: Class 3 contains 8083 members 
Mstep: Class 4 contains 930 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9288 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 64804 members 
Mstep: Class 11 contains 19550 members 
Mstep: Class 12 contains 201269 members 
Mstep: Class 16 contains 94846 members 
Mstep: Class 17 contains 6223 members 
Mstep: Class 18 contains 5163 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707072.000000 Penalty: 58218.136719
Iteration 391Q: 19 clusters Score -5.770707e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 25010 members 
Mstep: Class 3 contains 8200 members 
Mstep: Class 4 contains 926 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9291 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 64315 members 
Mstep: Class 11 contains 19560 members 
Mstep: Class 12 contains 201610 members 
Mstep: Class 16 contains 94860 members 
Mstep: Class 17 contains 6229 members 
Mstep: Class 18 contains 5159 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707072.000000 Penalty: 58218.136719
Iteration 392Q: 19 clusters Score -5.770707e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 25028 members 
Mstep: Class 3 contains 8322 members 
Mstep: Class 4 contains 921 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9298 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 63857 members 
Mstep: Class 11 contains 19573 members 
Mstep: Class 12 contains 201897 members 
Mstep: Class 16 contains 94877 members 
Mstep: Class 17 contains 6232 members 
Mstep: Class 18 contains 5160 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706972.000000 Penalty: 58218.136719
Iteration 393Q: 19 clusters Score -5.770697e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 25041 members 
Mstep: Class 3 contains 8454 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9301 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 63393 members 
Mstep: Class 11 contains 19594 members 
Mstep: Class 12 contains 202185 members 
Mstep: Class 16 contains 94884 members 
Mstep: Class 17 contains 6233 members 
Mstep: Class 18 contains 5160 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706996.000000 Penalty: 58218.136719
Iteration 394Q: 19 clusters Score -5.7707e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 25056 members 
Mstep: Class 3 contains 8603 members 
Mstep: Class 4 contains 913 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9304 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 62909 members 
Mstep: Class 11 contains 19611 members 
Mstep: Class 12 contains 202493 members 
Mstep: Class 16 contains 94879 members 
Mstep: Class 17 contains 6239 members 
Mstep: Class 18 contains 5160 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707032.000000 Penalty: 58218.136719
Iteration 395Q: 19 clusters Score -5.770703e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 25057 members 
Mstep: Class 3 contains 8769 members 
Mstep: Class 4 contains 906 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9308 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 62453 members 
Mstep: Class 11 contains 19628 members 
Mstep: Class 12 contains 202753 members 
Mstep: Class 16 contains 94889 members 
Mstep: Class 17 contains 6244 members 
Mstep: Class 18 contains 5160 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706896.000000 Penalty: 58218.136719
Iteration 396Q: 19 clusters Score -5.77069e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 25075 members 
Mstep: Class 3 contains 8941 members 
Mstep: Class 4 contains 902 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9310 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 61963 members 
Mstep: Class 11 contains 19645 members 
Mstep: Class 12 contains 203006 members 
Mstep: Class 16 contains 94918 members 
Mstep: Class 17 contains 6245 members 
Mstep: Class 18 contains 5163 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706884.000000 Penalty: 58218.136719
Iteration 397Q: 19 clusters Score -5.770688e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 25085 members 
Mstep: Class 3 contains 9123 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9315 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 61460 members 
Mstep: Class 11 contains 19678 members 
Mstep: Class 12 contains 203250 members 
Mstep: Class 16 contains 94929 members 
Mstep: Class 17 contains 6248 members 
Mstep: Class 18 contains 5170 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706888.000000 Penalty: 58218.136719
Iteration 398Q: 19 clusters Score -5.770689e+07 nChanged 836
Entering ConstructFrom: 
Score: -57706888.000000 Penalty: 58218.136719
Entering ConstructFrom: 
Trying to split cluster 1 (19369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Entering Unmasked Estep 
Score: -2489419.000000 Penalty: 2448.114502
	Iteration 0F: 2 clusters Score -2489419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -2475770.500000 Penalty: 4896.229004
	Iteration 0F: 3 clusters Score -2475770 nChanged 8522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -2480293.500000 Penalty: 4896.229004
	Iteration 1F: 3 clusters Score -2480294 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2480654.500000 Penalty: 4896.229004
	Iteration 2F: 3 clusters Score -2480654 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -2480974.000000 Penalty: 4896.229004
	Iteration 3Q: 3 clusters Score -2480974 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -2481255.250000 Penalty: 4896.229004
	Iteration 4Q: 3 clusters Score -2481255 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -2481517.000000 Penalty: 4896.229004
	Iteration 5Q: 3 clusters Score -2481517 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2481800.500000 Penalty: 4896.229004
	Iteration 6Q: 3 clusters Score -2481800 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2482153.250000 Penalty: 4896.229004
	Iteration 7Q: 3 clusters Score -2482153 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -2482556.750000 Penalty: 4896.229004
	Iteration 8Q: 3 clusters Score -2482557 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -2483055.500000 Penalty: 4896.229004
	Iteration 9Q: 3 clusters Score -2483056 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2483644.750000 Penalty: 4896.229004
	Iteration 10Q: 3 clusters Score -2483645 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -2484263.500000 Penalty: 4896.229004
	Iteration 11Q: 3 clusters Score -2484264 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -2484830.000000 Penalty: 4896.229004
	Iteration 12Q: 3 clusters Score -2484830 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -2485311.000000 Penalty: 4896.229004
	Iteration 13Q: 3 clusters Score -2485311 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -2485660.000000 Penalty: 4896.229004
	Iteration 14Q: 3 clusters Score -2485660 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2485926.500000 Penalty: 4896.229004
	Iteration 15Q: 3 clusters Score -2485926 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -2486139.000000 Penalty: 4896.229004
	Iteration 16Q: 3 clusters Score -2486139 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -2486327.000000 Penalty: 4896.229004
	Iteration 17Q: 3 clusters Score -2486327 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -2486496.000000 Penalty: 4896.229004
	Iteration 18Q: 3 clusters Score -2486496 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -2486621.250000 Penalty: 4896.229004
	Iteration 19Q: 3 clusters Score -2486621 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -2486738.750000 Penalty: 4896.229004
	Iteration 20F: 3 clusters Score -2486739 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -2486821.250000 Penalty: 4896.229004
	Iteration 21Q: 3 clusters Score -2486821 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -2486902.000000 Penalty: 4896.229004
	Iteration 22Q: 3 clusters Score -2486902 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2486968.250000 Penalty: 4896.229004
	Iteration 23Q: 3 clusters Score -2486968 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -2487038.500000 Penalty: 4896.229004
	Iteration 24Q: 3 clusters Score -2487038 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -2487093.000000 Penalty: 4896.229004
	Iteration 25Q: 3 clusters Score -2487093 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -2487145.750000 Penalty: 4896.229004
	Iteration 26Q: 3 clusters Score -2487146 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -2487186.250000 Penalty: 4896.229004
	Iteration 27Q: 3 clusters Score -2487186 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -2487225.250000 Penalty: 4896.229004
	Iteration 28Q: 3 clusters Score -2487225 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -2487251.750000 Penalty: 4896.229004
	Iteration 29Q: 3 clusters Score -2487252 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -2487268.750000 Penalty: 4896.229004
	Iteration 30Q: 3 clusters Score -2487269 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -2487277.250000 Penalty: 4896.229004
	Iteration 31Q: 3 clusters Score -2487277 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -2487294.250000 Penalty: 4896.229004
	Iteration 32Q: 3 clusters Score -2487294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -2487306.250000 Penalty: 4896.229004
	Iteration 33Q: 3 clusters Score -2487306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -2487316.750000 Penalty: 4896.229004
	Iteration 34Q: 3 clusters Score -2487317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -2487324.500000 Penalty: 4896.229004
	Iteration 35Q: 3 clusters Score -2487324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -2487332.500000 Penalty: 4896.229004
	Iteration 36Q: 3 clusters Score -2487332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -2487344.500000 Penalty: 4896.229004
	Iteration 37Q: 3 clusters Score -2487344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -2487349.500000 Penalty: 4896.229004
	Iteration 38Q: 3 clusters Score -2487350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2487357.750000 Penalty: 4896.229004
	Iteration 39Q: 3 clusters Score -2487358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -2487365.750000 Penalty: 4896.229004
	Iteration 40F: 3 clusters Score -2487366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -2487371.500000 Penalty: 4896.229004
	Iteration 41Q: 3 clusters Score -2487372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -2487374.750000 Penalty: 4896.229004
	Iteration 42Q: 3 clusters Score -2487375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -2487382.250000 Penalty: 4896.229004
	Iteration 43Q: 3 clusters Score -2487382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -2487381.500000 Penalty: 4896.229004
	Iteration 44Q: 3 clusters Score -2487382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -2487382.250000 Penalty: 4896.229004
	Iteration 45Q: 3 clusters Score -2487382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -2487387.750000 Penalty: 4896.229004
	Iteration 46Q: 3 clusters Score -2487388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -2487391.750000 Penalty: 4896.229004
	Iteration 47Q: 3 clusters Score -2487392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -2487400.500000 Penalty: 4896.229004
	Iteration 48Q: 3 clusters Score -2487400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2487400.250000 Penalty: 4896.229004
	Iteration 49Q: 3 clusters Score -2487400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -2487406.500000 Penalty: 4896.229004
	Iteration 50Q: 3 clusters Score -2487406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -2487409.500000 Penalty: 4896.229004
	Iteration 51Q: 3 clusters Score -2487410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -2487411.250000 Penalty: 4896.229004
	Iteration 52Q: 3 clusters Score -2487411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -2487413.500000 Penalty: 4896.229004
	Iteration 53Q: 3 clusters Score -2487414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -2487412.750000 Penalty: 4896.229004
	Iteration 54Q: 3 clusters Score -2487413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -2487414.750000 Penalty: 4896.229004
	Iteration 55Q: 3 clusters Score -2487415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -2487414.750000 Penalty: 4896.229004
	Iteration 56F: 3 clusters Score -2487415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Entering Unmasked Estep 
Score: -3238688.750000 Penalty: 2512.384521
	Iteration 0F: 2 clusters Score -3238689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -3221336.500000 Penalty: 5024.769043
	Iteration 0F: 3 clusters Score -3221336 nChanged 11061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -3227152.000000 Penalty: 5024.769043
	Iteration 1F: 3 clusters Score -3227152 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -3227600.750000 Penalty: 5024.769043
	Iteration 2F: 3 clusters Score -3227601 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -3228066.500000 Penalty: 5024.769043
	Iteration 3Q: 3 clusters Score -3228066 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -3228594.750000 Penalty: 5024.769043
	Iteration 4Q: 3 clusters Score -3228595 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -3229320.000000 Penalty: 5024.769043
	Iteration 5F: 3 clusters Score -3229320 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -3230300.250000 Penalty: 5024.769043
	Iteration 6F: 3 clusters Score -3230300 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -3231461.250000 Penalty: 5024.769043
	Iteration 7F: 3 clusters Score -3231461 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -3232798.250000 Penalty: 5024.769043
	Iteration 8F: 3 clusters Score -3232798 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -3234068.250000 Penalty: 5024.769043
	Iteration 9F: 3 clusters Score -3234068 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -3235123.750000 Penalty: 5024.769043
	Iteration 10Q: 3 clusters Score -3235124 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -3235769.750000 Penalty: 5024.769043
	Iteration 11Q: 3 clusters Score -3235770 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -3236115.750000 Penalty: 5024.769043
	Iteration 12Q: 3 clusters Score -3236116 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -3236288.000000 Penalty: 5024.769043
	Iteration 13Q: 3 clusters Score -3236288 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -3236393.000000 Penalty: 5024.769043
	Iteration 14Q: 3 clusters Score -3236393 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -3236459.750000 Penalty: 5024.769043
	Iteration 15Q: 3 clusters Score -3236460 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -3236489.750000 Penalty: 5024.769043
	Iteration 16Q: 3 clusters Score -3236490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -3236511.750000 Penalty: 5024.769043
	Iteration 17Q: 3 clusters Score -3236512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -3236525.750000 Penalty: 5024.769043
	Iteration 18Q: 3 clusters Score -3236526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -3236534.000000 Penalty: 5024.769043
	Iteration 19Q: 3 clusters Score -3236534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -3236540.750000 Penalty: 5024.769043
	Iteration 20F: 3 clusters Score -3236541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -3236543.250000 Penalty: 5024.769043
	Iteration 21Q: 3 clusters Score -3236543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -3236543.250000 Penalty: 5024.769043
	Iteration 22Q: 3 clusters Score -3236543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -3236545.500000 Penalty: 5024.769043
	Iteration 23Q: 3 clusters Score -3236546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -3236546.000000 Penalty: 5024.769043
	Iteration 24Q: 3 clusters Score -3236546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -3236548.250000 Penalty: 5024.769043
	Iteration 25Q: 3 clusters Score -3236548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -3236547.500000 Penalty: 5024.769043
	Iteration 26Q: 3 clusters Score -3236548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -3236549.000000 Penalty: 5024.769043
	Iteration 27Q: 3 clusters Score -3236549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -3236547.750000 Penalty: 5024.769043
	Iteration 28Q: 3 clusters Score -3236548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -3236552.500000 Penalty: 5024.769043
	Iteration 29Q: 3 clusters Score -3236552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -3236552.500000 Penalty: 5024.769043
	Iteration 30F: 3 clusters Score -3236552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Entering Unmasked Estep 
Score: -1207457.000000 Penalty: 2266.752930
	Iteration 0F: 2 clusters Score -1207457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1200231.000000 Penalty: 4533.505859
	Iteration 0F: 3 clusters Score -1200231 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1202319.375000 Penalty: 4533.505859
	Iteration 1F: 3 clusters Score -1202319 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1202651.875000 Penalty: 4533.505859
	Iteration 2F: 3 clusters Score -1202652 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1202906.375000 Penalty: 4533.505859
	Iteration 3F: 3 clusters Score -1202906 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1203111.875000 Penalty: 4533.505859
	Iteration 4Q: 3 clusters Score -1203112 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1203294.875000 Penalty: 4533.505859
	Iteration 5Q: 3 clusters Score -1203295 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1203452.750000 Penalty: 4533.505859
	Iteration 6Q: 3 clusters Score -1203453 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1203603.625000 Penalty: 4533.505859
	Iteration 7Q: 3 clusters Score -1203604 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1203733.250000 Penalty: 4533.505859
	Iteration 8Q: 3 clusters Score -1203733 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1203853.750000 Penalty: 4533.505859
	Iteration 9Q: 3 clusters Score -1203854 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1203950.500000 Penalty: 4533.505859
	Iteration 10Q: 3 clusters Score -1203950 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1204037.000000 Penalty: 4533.505859
	Iteration 11Q: 3 clusters Score -1204037 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1204139.750000 Penalty: 4533.505859
	Iteration 12Q: 3 clusters Score -1204140 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1204252.875000 Penalty: 4533.505859
	Iteration 13Q: 3 clusters Score -1204253 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1204371.625000 Penalty: 4533.505859
	Iteration 14Q: 3 clusters Score -1204372 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1204494.000000 Penalty: 4533.505859
	Iteration 15Q: 3 clusters Score -1204494 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1204608.500000 Penalty: 4533.505859
	Iteration 16Q: 3 clusters Score -1204608 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1204716.250000 Penalty: 4533.505859
	Iteration 17Q: 3 clusters Score -1204716 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1204818.000000 Penalty: 4533.505859
	Iteration 18Q: 3 clusters Score -1204818 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1204902.500000 Penalty: 4533.505859
	Iteration 19Q: 3 clusters Score -1204902 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1204980.375000 Penalty: 4533.505859
	Iteration 20F: 3 clusters Score -1204980 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1205065.250000 Penalty: 4533.505859
	Iteration 21Q: 3 clusters Score -1205065 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1205138.625000 Penalty: 4533.505859
	Iteration 22Q: 3 clusters Score -1205139 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1205212.375000 Penalty: 4533.505859
	Iteration 23Q: 3 clusters Score -1205212 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1205268.125000 Penalty: 4533.505859
	Iteration 24Q: 3 clusters Score -1205268 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1205312.000000 Penalty: 4533.505859
	Iteration 25Q: 3 clusters Score -1205312 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1205340.500000 Penalty: 4533.505859
	Iteration 26Q: 3 clusters Score -1205340 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1205362.250000 Penalty: 4533.505859
	Iteration 27Q: 3 clusters Score -1205362 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1205376.375000 Penalty: 4533.505859
	Iteration 28Q: 3 clusters Score -1205376 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1205385.625000 Penalty: 4533.505859
	Iteration 29Q: 3 clusters Score -1205386 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1205397.625000 Penalty: 4533.505859
	Iteration 30Q: 3 clusters Score -1205398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1205408.625000 Penalty: 4533.505859
	Iteration 31Q: 3 clusters Score -1205409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1205412.500000 Penalty: 4533.505859
	Iteration 32Q: 3 clusters Score -1205412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1205416.375000 Penalty: 4533.505859
	Iteration 33Q: 3 clusters Score -1205416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1205421.875000 Penalty: 4533.505859
	Iteration 34Q: 3 clusters Score -1205422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1205421.500000 Penalty: 4533.505859
	Iteration 35Q: 3 clusters Score -1205422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1205421.500000 Penalty: 4533.505859
	Iteration 36Q: 3 clusters Score -1205422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1205423.250000 Penalty: 4533.505859
	Iteration 37Q: 3 clusters Score -1205423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1205422.500000 Penalty: 4533.505859
	Iteration 38Q: 3 clusters Score -1205422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1205424.125000 Penalty: 4533.505859
	Iteration 39Q: 3 clusters Score -1205424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1205424.125000 Penalty: 4533.505859
	Iteration 40F: 3 clusters Score -1205424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Entering Unmasked Estep 
Score: -112408.320312 Penalty: 1685.612183
	Iteration 0F: 2 clusters Score -112408.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -110577.289062 Penalty: 3371.224365
	Iteration 0F: 3 clusters Score -110577.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -110804.476562 Penalty: 3371.224365
	Iteration 1F: 3 clusters Score -110804.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -110851.015625 Penalty: 3371.224365
	Iteration 2Q: 3 clusters Score -110851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -110873.328125 Penalty: 3371.224365
	Iteration 3Q: 3 clusters Score -110873.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -110881.500000 Penalty: 3371.224365
	Iteration 4Q: 3 clusters Score -110881.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -110885.609375 Penalty: 3371.224365
	Iteration 5Q: 3 clusters Score -110885.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -110889.867188 Penalty: 3371.224365
	Iteration 6Q: 3 clusters Score -110889.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -110889.867188 Penalty: 3371.224365
	Iteration 7F: 3 clusters Score -110889.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -52737.804688 Penalty: 1541.718262
	Iteration 0F: 2 clusters Score -52737.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -51347.996094 Penalty: 3083.436523
	Iteration 0F: 3 clusters Score -51348 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -51804.437500 Penalty: 3083.436523
	Iteration 1F: 3 clusters Score -51804.44 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -52388.460938 Penalty: 3083.436523
	Iteration 2F: 3 clusters Score -52388.46 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -52935.457031 Penalty: 3083.436523
	Iteration 3F: 3 clusters Score -52935.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -53277.238281 Penalty: 3083.436523
	Iteration 4Q: 3 clusters Score -53277.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -53396.445312 Penalty: 3083.436523
	Iteration 5Q: 3 clusters Score -53396.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -53449.773438 Penalty: 3083.436523
	Iteration 6Q: 3 clusters Score -53449.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -53478.007812 Penalty: 3083.436523
	Iteration 7Q: 3 clusters Score -53478.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -53494.527344 Penalty: 3083.436523
	Iteration 8Q: 3 clusters Score -53494.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -53494.527344 Penalty: 3083.436523
	Iteration 9F: 3 clusters Score -53494.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 25099 members 
Mstep: Class 3 contains 9322 members 
Mstep: Class 4 contains 895 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 9318 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 60948 members 
Mstep: Class 11 contains 19700 members 
Mstep: Class 12 contains 203489 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 16 contains 94954 members 
Mstep: Class 17 contains 6251 members 
Mstep: Class 18 contains 5177 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
Score: -57705952.000000 Penalty: 61452.480469
Splitting cluster 5 changes total score from -57706888.000000 to -57705952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (9318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Entering Unmasked Estep 
Score: -1194317.375000 Penalty: 2266.646484
	Iteration 0F: 2 clusters Score -1194317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1187031.000000 Penalty: 4533.292969
	Iteration 0F: 3 clusters Score -1187031 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1189282.000000 Penalty: 4533.292969
	Iteration 1F: 3 clusters Score -1189282 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1189785.750000 Penalty: 4533.292969
	Iteration 2F: 3 clusters Score -1189786 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1190274.000000 Penalty: 4533.292969
	Iteration 3F: 3 clusters Score -1190274 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1190722.875000 Penalty: 4533.292969
	Iteration 4F: 3 clusters Score -1190723 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1191109.250000 Penalty: 4533.292969
	Iteration 5F: 3 clusters Score -1191109 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1191502.250000 Penalty: 4533.292969
	Iteration 6F: 3 clusters Score -1191502 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1191899.000000 Penalty: 4533.292969
	Iteration 7F: 3 clusters Score -1191899 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1192175.875000 Penalty: 4533.292969
	Iteration 8Q: 3 clusters Score -1192176 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1192349.125000 Penalty: 4533.292969
	Iteration 9Q: 3 clusters Score -1192349 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1192455.750000 Penalty: 4533.292969
	Iteration 10Q: 3 clusters Score -1192456 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1192523.000000 Penalty: 4533.292969
	Iteration 11Q: 3 clusters Score -1192523 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1192571.875000 Penalty: 4533.292969
	Iteration 12Q: 3 clusters Score -1192572 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1192614.250000 Penalty: 4533.292969
	Iteration 13Q: 3 clusters Score -1192614 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1192640.250000 Penalty: 4533.292969
	Iteration 14Q: 3 clusters Score -1192640 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1192655.750000 Penalty: 4533.292969
	Iteration 15Q: 3 clusters Score -1192656 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1192669.375000 Penalty: 4533.292969
	Iteration 16Q: 3 clusters Score -1192669 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1192677.625000 Penalty: 4533.292969
	Iteration 17Q: 3 clusters Score -1192678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1192680.750000 Penalty: 4533.292969
	Iteration 18Q: 3 clusters Score -1192681 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1192682.625000 Penalty: 4533.292969
	Iteration 19Q: 3 clusters Score -1192683 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1192686.625000 Penalty: 4533.292969
	Iteration 20F: 3 clusters Score -1192687 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1192692.750000 Penalty: 4533.292969
	Iteration 21Q: 3 clusters Score -1192693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1192696.125000 Penalty: 4533.292969
	Iteration 22Q: 3 clusters Score -1192696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1192697.125000 Penalty: 4533.292969
	Iteration 23Q: 3 clusters Score -1192697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1192698.875000 Penalty: 4533.292969
	Iteration 24Q: 3 clusters Score -1192699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1192699.375000 Penalty: 4533.292969
	Iteration 25Q: 3 clusters Score -1192699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1192702.500000 Penalty: 4533.292969
	Iteration 26Q: 3 clusters Score -1192702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1192703.875000 Penalty: 4533.292969
	Iteration 27Q: 3 clusters Score -1192704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1192705.875000 Penalty: 4533.292969
	Iteration 28Q: 3 clusters Score -1192706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1192707.625000 Penalty: 4533.292969
	Iteration 29Q: 3 clusters Score -1192708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1192708.375000 Penalty: 4533.292969
	Iteration 30Q: 3 clusters Score -1192708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1192707.250000 Penalty: 4533.292969
	Iteration 31Q: 3 clusters Score -1192707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1192711.500000 Penalty: 4533.292969
	Iteration 32Q: 3 clusters Score -1192712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1192712.375000 Penalty: 4533.292969
	Iteration 33Q: 3 clusters Score -1192712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1192712.000000 Penalty: 4533.292969
	Iteration 34Q: 3 clusters Score -1192712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1192710.125000 Penalty: 4533.292969
	Iteration 35Q: 3 clusters Score -1192710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1192710.875000 Penalty: 4533.292969
	Iteration 36Q: 3 clusters Score -1192711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1192709.875000 Penalty: 4533.292969
	Iteration 37Q: 3 clusters Score -1192710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1192711.250000 Penalty: 4533.292969
	Iteration 38Q: 3 clusters Score -1192711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1192712.625000 Penalty: 4533.292969
	Iteration 39Q: 3 clusters Score -1192713 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1192717.250000 Penalty: 4533.292969
	Iteration 40F: 3 clusters Score -1192717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1192717.375000 Penalty: 4533.292969
	Iteration 41Q: 3 clusters Score -1192717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1192719.875000 Penalty: 4533.292969
	Iteration 42Q: 3 clusters Score -1192720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1192722.125000 Penalty: 4533.292969
	Iteration 43Q: 3 clusters Score -1192722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1192726.500000 Penalty: 4533.292969
	Iteration 44Q: 3 clusters Score -1192726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1192727.750000 Penalty: 4533.292969
	Iteration 45Q: 3 clusters Score -1192728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1192730.000000 Penalty: 4533.292969
	Iteration 46Q: 3 clusters Score -1192730 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1192737.250000 Penalty: 4533.292969
	Iteration 47Q: 3 clusters Score -1192737 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1192741.625000 Penalty: 4533.292969
	Iteration 48Q: 3 clusters Score -1192742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1192748.000000 Penalty: 4533.292969
	Iteration 49Q: 3 clusters Score -1192748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1192749.375000 Penalty: 4533.292969
	Iteration 50Q: 3 clusters Score -1192749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1192754.750000 Penalty: 4533.292969
	Iteration 51Q: 3 clusters Score -1192755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1192753.375000 Penalty: 4533.292969
	Iteration 52Q: 3 clusters Score -1192753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1192753.875000 Penalty: 4533.292969
	Iteration 53Q: 3 clusters Score -1192754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1192753.750000 Penalty: 4533.292969
	Iteration 54Q: 3 clusters Score -1192754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1192755.750000 Penalty: 4533.292969
	Iteration 55Q: 3 clusters Score -1192756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1192759.750000 Penalty: 4533.292969
	Iteration 56Q: 3 clusters Score -1192760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1192760.750000 Penalty: 4533.292969
	Iteration 57Q: 3 clusters Score -1192761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1192765.625000 Penalty: 4533.292969
	Iteration 58Q: 3 clusters Score -1192766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1192766.500000 Penalty: 4533.292969
	Iteration 59Q: 3 clusters Score -1192766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1192766.750000 Penalty: 4533.292969
	Iteration 60F: 3 clusters Score -1192767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1192769.250000 Penalty: 4533.292969
	Iteration 61Q: 3 clusters Score -1192769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1192773.750000 Penalty: 4533.292969
	Iteration 62Q: 3 clusters Score -1192774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1192775.000000 Penalty: 4533.292969
	Iteration 63Q: 3 clusters Score -1192775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1192773.500000 Penalty: 4533.292969
	Iteration 64Q: 3 clusters Score -1192774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1192775.875000 Penalty: 4533.292969
	Iteration 65Q: 3 clusters Score -1192776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1192777.375000 Penalty: 4533.292969
	Iteration 66Q: 3 clusters Score -1192777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1192779.875000 Penalty: 4533.292969
	Iteration 67Q: 3 clusters Score -1192780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1192780.125000 Penalty: 4533.292969
	Iteration 68Q: 3 clusters Score -1192780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1192783.375000 Penalty: 4533.292969
	Iteration 69Q: 3 clusters Score -1192783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1192783.375000 Penalty: 4533.292969
	Iteration 70Q: 3 clusters Score -1192783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1192783.750000 Penalty: 4533.292969
	Iteration 71Q: 3 clusters Score -1192784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1192782.500000 Penalty: 4533.292969
	Iteration 72Q: 3 clusters Score -1192782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1192784.250000 Penalty: 4533.292969
	Iteration 73Q: 3 clusters Score -1192784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1192787.375000 Penalty: 4533.292969
	Iteration 74Q: 3 clusters Score -1192787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1192784.500000 Penalty: 4533.292969
	Iteration 75Q: 3 clusters Score -1192784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1192785.375000 Penalty: 4533.292969
	Iteration 76Q: 3 clusters Score -1192785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1192785.250000 Penalty: 4533.292969
	Iteration 77Q: 3 clusters Score -1192785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1192786.625000 Penalty: 4533.292969
	Iteration 78Q: 3 clusters Score -1192787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1192788.250000 Penalty: 4533.292969
	Iteration 79Q: 3 clusters Score -1192788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1192788.500000 Penalty: 4533.292969
	Iteration 80F: 3 clusters Score -1192788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1192788.500000 Penalty: 4533.292969
	Iteration 81Q: 3 clusters Score -1192788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1192789.750000 Penalty: 4533.292969
	Iteration 82Q: 3 clusters Score -1192790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1192792.125000 Penalty: 4533.292969
	Iteration 83Q: 3 clusters Score -1192792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1192792.125000 Penalty: 4533.292969
	Iteration 84F: 3 clusters Score -1192792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -60580.558594 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -60580.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -59039.320312 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -59039.32 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -59237.027344 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -59237.03 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -59303.113281 Penalty: 3127.006592
	Iteration 2Q: 3 clusters Score -59303.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -59340.863281 Penalty: 3127.006592
	Iteration 3Q: 3 clusters Score -59340.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -59370.796875 Penalty: 3127.006592
	Iteration 4Q: 3 clusters Score -59370.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -59401.746094 Penalty: 3127.006592
	Iteration 5Q: 3 clusters Score -59401.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -59501.359375 Penalty: 3127.006592
	Iteration 6Q: 3 clusters Score -59501.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -59573.808594 Penalty: 3127.006592
	Iteration 7Q: 3 clusters Score -59573.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -59600.617188 Penalty: 3127.006592
	Iteration 8Q: 3 clusters Score -59600.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -59615.511719 Penalty: 3127.006592
	Iteration 9Q: 3 clusters Score -59615.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -59633.613281 Penalty: 3127.006592
	Iteration 10Q: 3 clusters Score -59633.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -59667.175781 Penalty: 3127.006592
	Iteration 11Q: 3 clusters Score -59667.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -59699.691406 Penalty: 3127.006592
	Iteration 12Q: 3 clusters Score -59699.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -59706.175781 Penalty: 3127.006592
	Iteration 13Q: 3 clusters Score -59706.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -59718.003906 Penalty: 3127.006592
	Iteration 14Q: 3 clusters Score -59718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -59722.675781 Penalty: 3127.006592
	Iteration 15Q: 3 clusters Score -59722.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -59730.968750 Penalty: 3127.006592
	Iteration 16Q: 3 clusters Score -59730.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -59751.914062 Penalty: 3127.006592
	Iteration 17Q: 3 clusters Score -59751.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -59767.046875 Penalty: 3127.006592
	Iteration 18Q: 3 clusters Score -59767.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -59784.984375 Penalty: 3127.006592
	Iteration 19Q: 3 clusters Score -59784.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -59802.535156 Penalty: 3127.006592
	Iteration 20F: 3 clusters Score -59802.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -59859.566406 Penalty: 3127.006592
	Iteration 21Q: 3 clusters Score -59859.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -59968.792969 Penalty: 3127.006592
	Iteration 22Q: 3 clusters Score -59968.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -60005.203125 Penalty: 3127.006592
	Iteration 23Q: 3 clusters Score -60005.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -60023.167969 Penalty: 3127.006592
	Iteration 24Q: 3 clusters Score -60023.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -60023.167969 Penalty: 3127.006592
	Iteration 25F: 3 clusters Score -60023.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -32030.804688 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -32030.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -30760.240234 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -30760.24 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30968.308594 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -30968.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -31099.464844 Penalty: 2856.415283
	Iteration 2F: 3 clusters Score -31099.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31262.244141 Penalty: 2856.415283
	Iteration 3F: 3 clusters Score -31262.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31365.701172 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -31365.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -31454.935547 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -31454.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31506.375000 Penalty: 2856.415283
	Iteration 6Q: 3 clusters Score -31506.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31542.490234 Penalty: 2856.415283
	Iteration 7Q: 3 clusters Score -31542.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31582.593750 Penalty: 2856.415283
	Iteration 8Q: 3 clusters Score -31582.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -31604.503906 Penalty: 2856.415283
	Iteration 9Q: 3 clusters Score -31604.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -31614.019531 Penalty: 2856.415283
	Iteration 10Q: 3 clusters Score -31614.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -31623.099609 Penalty: 2856.415283
	Iteration 11Q: 3 clusters Score -31623.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -31625.271484 Penalty: 2856.415283
	Iteration 12Q: 3 clusters Score -31625.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -31625.271484 Penalty: 2856.415283
	Iteration 13F: 3 clusters Score -31625.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Entering Unmasked Estep 
Score: -70477.359375 Penalty: 1617.843506
	Iteration 0F: 2 clusters Score -70477.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -68879.781250 Penalty: 3235.687012
	Iteration 0F: 3 clusters Score -68879.78 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -69226.695312 Penalty: 3235.687012
	Iteration 1F: 3 clusters Score -69226.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -69400.304688 Penalty: 3235.687012
	Iteration 2F: 3 clusters Score -69400.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -69527.445312 Penalty: 3235.687012
	Iteration 3Q: 3 clusters Score -69527.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -69638.609375 Penalty: 3235.687012
	Iteration 4Q: 3 clusters Score -69638.61 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -69748.335938 Penalty: 3235.687012
	Iteration 5Q: 3 clusters Score -69748.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -69834.773438 Penalty: 3235.687012
	Iteration 6Q: 3 clusters Score -69834.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -69914.507812 Penalty: 3235.687012
	Iteration 7Q: 3 clusters Score -69914.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -69993.671875 Penalty: 3235.687012
	Iteration 8Q: 3 clusters Score -69993.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -70051.734375 Penalty: 3235.687012
	Iteration 9Q: 3 clusters Score -70051.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -70077.414062 Penalty: 3235.687012
	Iteration 10Q: 3 clusters Score -70077.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -70111.585938 Penalty: 3235.687012
	Iteration 11Q: 3 clusters Score -70111.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -70170.242188 Penalty: 3235.687012
	Iteration 12Q: 3 clusters Score -70170.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -70227.882812 Penalty: 3235.687012
	Iteration 13Q: 3 clusters Score -70227.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -70279.867188 Penalty: 3235.687012
	Iteration 14Q: 3 clusters Score -70279.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -70328.335938 Penalty: 3235.687012
	Iteration 15Q: 3 clusters Score -70328.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -70349.015625 Penalty: 3235.687012
	Iteration 16Q: 3 clusters Score -70349.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -70388.132812 Penalty: 3235.687012
	Iteration 17Q: 3 clusters Score -70388.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -70400.125000 Penalty: 3235.687012
	Iteration 18Q: 3 clusters Score -70400.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -70405.468750 Penalty: 3235.687012
	Iteration 19Q: 3 clusters Score -70405.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -70408.648438 Penalty: 3235.687012
	Iteration 20F: 3 clusters Score -70408.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -70427.492188 Penalty: 3235.687012
	Iteration 21Q: 3 clusters Score -70427.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -70439.859375 Penalty: 3235.687012
	Iteration 22Q: 3 clusters Score -70439.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -70443.492188 Penalty: 3235.687012
	Iteration 23Q: 3 clusters Score -70443.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -70443.492188 Penalty: 3235.687012
	Iteration 24F: 3 clusters Score -70443.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (60948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60948 members 
Entering Unmasked Estep 
Score: -7795873.000000 Penalty: 2732.408691
	Iteration 0F: 2 clusters Score -7795873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -7754894.500000 Penalty: 5464.817383
	Iteration 0F: 3 clusters Score -7754894 nChanged 28399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -7771309.000000 Penalty: 5464.817383
	Iteration 1F: 3 clusters Score -7771309 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -7772537.000000 Penalty: 5464.817383
	Iteration 2Q: 3 clusters Score -7772537 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -7773920.000000 Penalty: 5464.817383
	Iteration 3Q: 3 clusters Score -7773920 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -7775843.000000 Penalty: 5464.817383
	Iteration 4F: 3 clusters Score -7775843 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -7778213.000000 Penalty: 5464.817383
	Iteration 5F: 3 clusters Score -7778213 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -7781152.500000 Penalty: 5464.817383
	Iteration 6F: 3 clusters Score -7781152 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32038 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -7783803.500000 Penalty: 5464.817383
	Iteration 7F: 3 clusters Score -7783804 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -7785606.000000 Penalty: 5464.817383
	Iteration 8F: 3 clusters Score -7785606 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -7786609.500000 Penalty: 5464.817383
	Iteration 9Q: 3 clusters Score -7786610 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -7787051.000000 Penalty: 5464.817383
	Iteration 10Q: 3 clusters Score -7787051 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -7787422.500000 Penalty: 5464.817383
	Iteration 11Q: 3 clusters Score -7787422 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -7787747.500000 Penalty: 5464.817383
	Iteration 12Q: 3 clusters Score -7787748 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -7788091.500000 Penalty: 5464.817383
	Iteration 13Q: 3 clusters Score -7788092 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -7788407.500000 Penalty: 5464.817383
	Iteration 14Q: 3 clusters Score -7788408 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -7788697.000000 Penalty: 5464.817383
	Iteration 15Q: 3 clusters Score -7788697 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -7789010.500000 Penalty: 5464.817383
	Iteration 16Q: 3 clusters Score -7789010 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -7789344.000000 Penalty: 5464.817383
	Iteration 17Q: 3 clusters Score -7789344 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -7789671.000000 Penalty: 5464.817383
	Iteration 18Q: 3 clusters Score -7789671 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -7790176.000000 Penalty: 5464.817383
	Iteration 19Q: 3 clusters Score -7790176 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -7790699.000000 Penalty: 5464.817383
	Iteration 20F: 3 clusters Score -7790699 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -7791313.500000 Penalty: 5464.817383
	Iteration 21Q: 3 clusters Score -7791314 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -7791818.500000 Penalty: 5464.817383
	Iteration 22Q: 3 clusters Score -7791818 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 34559 members 
Entering Unmasked Estep 
Score: -7792137.500000 Penalty: 5464.817383
	Iteration 23Q: 3 clusters Score -7792138 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -7792372.000000 Penalty: 5464.817383
	Iteration 24Q: 3 clusters Score -7792372 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -7792573.500000 Penalty: 5464.817383
	Iteration 25Q: 3 clusters Score -7792574 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -7792713.500000 Penalty: 5464.817383
	Iteration 26Q: 3 clusters Score -7792714 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -7792736.000000 Penalty: 5464.817383
	Iteration 27Q: 3 clusters Score -7792736 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -7792762.000000 Penalty: 5464.817383
	Iteration 28Q: 3 clusters Score -7792762 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -7792838.000000 Penalty: 5464.817383
	Iteration 29Q: 3 clusters Score -7792838 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 36936 members 
Entering Unmasked Estep 
Score: -7792874.500000 Penalty: 5464.817383
	Iteration 30Q: 3 clusters Score -7792874 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -7792900.500000 Penalty: 5464.817383
	Iteration 31Q: 3 clusters Score -7792900 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 37466 members 
Entering Unmasked Estep 
Score: -7792931.500000 Penalty: 5464.817383
	Iteration 32Q: 3 clusters Score -7792932 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -7792945.500000 Penalty: 5464.817383
	Iteration 33Q: 3 clusters Score -7792946 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 37880 members 
Entering Unmasked Estep 
Score: -7792959.000000 Penalty: 5464.817383
	Iteration 34Q: 3 clusters Score -7792959 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 38043 members 
Entering Unmasked Estep 
Score: -7792980.500000 Penalty: 5464.817383
	Iteration 35Q: 3 clusters Score -7792980 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -7792982.000000 Penalty: 5464.817383
	Iteration 36Q: 3 clusters Score -7792982 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -7792993.000000 Penalty: 5464.817383
	Iteration 37Q: 3 clusters Score -7792993 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -7793023.500000 Penalty: 5464.817383
	Iteration 38Q: 3 clusters Score -7793024 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -7793037.000000 Penalty: 5464.817383
	Iteration 39Q: 3 clusters Score -7793037 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -7793050.500000 Penalty: 5464.817383
	Iteration 40F: 3 clusters Score -7793050 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -7793076.000000 Penalty: 5464.817383
	Iteration 41Q: 3 clusters Score -7793076 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -7793076.500000 Penalty: 5464.817383
	Iteration 42Q: 3 clusters Score -7793076 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 38954 members 
Entering Unmasked Estep 
Score: -7793082.500000 Penalty: 5464.817383
	Iteration 43Q: 3 clusters Score -7793082 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -7793072.000000 Penalty: 5464.817383
	Iteration 44Q: 3 clusters Score -7793072 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -7793079.000000 Penalty: 5464.817383
	Iteration 45Q: 3 clusters Score -7793079 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -7793081.500000 Penalty: 5464.817383
	Iteration 46Q: 3 clusters Score -7793082 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 39292 members 
Entering Unmasked Estep 
Score: -7793100.500000 Penalty: 5464.817383
	Iteration 47Q: 3 clusters Score -7793100 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -7793103.000000 Penalty: 5464.817383
	Iteration 48Q: 3 clusters Score -7793103 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -7793100.500000 Penalty: 5464.817383
	Iteration 49Q: 3 clusters Score -7793100 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -7793093.000000 Penalty: 5464.817383
	Iteration 50Q: 3 clusters Score -7793093 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -7793113.000000 Penalty: 5464.817383
	Iteration 51Q: 3 clusters Score -7793113 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -7793114.000000 Penalty: 5464.817383
	Iteration 52Q: 3 clusters Score -7793114 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 39783 members 
Entering Unmasked Estep 
Score: -7793124.500000 Penalty: 5464.817383
	Iteration 53Q: 3 clusters Score -7793124 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -7793152.000000 Penalty: 5464.817383
	Iteration 54Q: 3 clusters Score -7793152 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
Score: -7793144.500000 Penalty: 5464.817383
	Iteration 55Q: 3 clusters Score -7793144 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -7793151.000000 Penalty: 5464.817383
	Iteration 56Q: 3 clusters Score -7793151 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -7793162.000000 Penalty: 5464.817383
	Iteration 57Q: 3 clusters Score -7793162 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -7793162.500000 Penalty: 5464.817383
	Iteration 58Q: 3 clusters Score -7793162 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -7793183.000000 Penalty: 5464.817383
	Iteration 59Q: 3 clusters Score -7793183 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 40228 members 
Entering Unmasked Estep 
Score: -7793173.000000 Penalty: 5464.817383
	Iteration 60F: 3 clusters Score -7793173 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
Score: -7793165.000000 Penalty: 5464.817383
	Iteration 61Q: 3 clusters Score -7793165 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 40332 members 
Entering Unmasked Estep 
Score: -7793163.500000 Penalty: 5464.817383
	Iteration 62Q: 3 clusters Score -7793164 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -7793157.500000 Penalty: 5464.817383
	Iteration 63Q: 3 clusters Score -7793158 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -7793185.500000 Penalty: 5464.817383
	Iteration 64Q: 3 clusters Score -7793186 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -7793176.500000 Penalty: 5464.817383
	Iteration 65Q: 3 clusters Score -7793176 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 40511 members 
Entering Unmasked Estep 
Score: -7793179.500000 Penalty: 5464.817383
	Iteration 66Q: 3 clusters Score -7793180 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -7793162.000000 Penalty: 5464.817383
	Iteration 67Q: 3 clusters Score -7793162 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7793158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 40586 members 
Entering Unmasked Estep 
Score: -7793153.000000 Penalty: 5464.817383
	Iteration 69Q: 3 clusters Score -7793153 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7793158 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 40643 members 
Entering Unmasked Estep 
Score: -7793163.000000 Penalty: 5464.817383
	Iteration 71Q: 3 clusters Score -7793163 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
Score: -7793153.000000 Penalty: 5464.817383
	Iteration 72Q: 3 clusters Score -7793153 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 40685 members 
Entering Unmasked Estep 
Score: -7793160.000000 Penalty: 5464.817383
	Iteration 73Q: 3 clusters Score -7793160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -7793151.500000 Penalty: 5464.817383
	Iteration 74Q: 3 clusters Score -7793152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -7793160.500000 Penalty: 5464.817383
	Iteration 75Q: 3 clusters Score -7793160 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 40754 members 
Entering Unmasked Estep 
Score: -7793161.000000 Penalty: 5464.817383
	Iteration 76Q: 3 clusters Score -7793161 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
Score: -7793164.500000 Penalty: 5464.817383
	Iteration 77Q: 3 clusters Score -7793164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -7793168.000000 Penalty: 5464.817383
	Iteration 78Q: 3 clusters Score -7793168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 40806 members 
Entering Unmasked Estep 
Score: -7793178.000000 Penalty: 5464.817383
	Iteration 79Q: 3 clusters Score -7793178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 40824 members 
Entering Unmasked Estep 
Score: -7793184.000000 Penalty: 5464.817383
	Iteration 80F: 3 clusters Score -7793184 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 40847 members 
Entering Unmasked Estep 
Score: -7793170.000000 Penalty: 5464.817383
	Iteration 81Q: 3 clusters Score -7793170 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7793168 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 40904 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7793162 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 40933 members 
Entering Unmasked Estep 
Score: -7793166.500000 Penalty: 5464.817383
	Iteration 84Q: 3 clusters Score -7793166 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 40976 members 
Entering Unmasked Estep 
Score: -7793175.500000 Penalty: 5464.817383
	Iteration 85Q: 3 clusters Score -7793176 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -7793175.000000 Penalty: 5464.817383
	Iteration 86Q: 3 clusters Score -7793175 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 41047 members 
Entering Unmasked Estep 
Score: -7793168.000000 Penalty: 5464.817383
	Iteration 87Q: 3 clusters Score -7793168 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -7793165.000000 Penalty: 5464.817383
	Iteration 88Q: 3 clusters Score -7793165 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 41096 members 
Entering Unmasked Estep 
Score: -7793172.000000 Penalty: 5464.817383
	Iteration 89Q: 3 clusters Score -7793172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 41115 members 
Entering Unmasked Estep 
Score: -7793163.000000 Penalty: 5464.817383
	Iteration 90Q: 3 clusters Score -7793163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 41133 members 
Entering Unmasked Estep 
Score: -7793176.000000 Penalty: 5464.817383
	Iteration 91Q: 3 clusters Score -7793176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 41148 members 
Entering Unmasked Estep 
Score: -7793180.000000 Penalty: 5464.817383
	Iteration 92Q: 3 clusters Score -7793180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -7793171.000000 Penalty: 5464.817383
	Iteration 93Q: 3 clusters Score -7793171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 41178 members 
Entering Unmasked Estep 
Score: -7793166.500000 Penalty: 5464.817383
	Iteration 94Q: 3 clusters Score -7793166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 41197 members 
Entering Unmasked Estep 
Score: -7793176.000000 Penalty: 5464.817383
	Iteration 95Q: 3 clusters Score -7793176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
Score: -7793170.000000 Penalty: 5464.817383
	Iteration 96Q: 3 clusters Score -7793170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -7793161.000000 Penalty: 5464.817383
	Iteration 97Q: 3 clusters Score -7793161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -7793160.000000 Penalty: 5464.817383
	Iteration 98Q: 3 clusters Score -7793160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -7793154.000000 Penalty: 5464.817383
	Iteration 99Q: 3 clusters Score -7793154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -7793149.500000 Penalty: 5464.817383
	Iteration 100F: 3 clusters Score -7793150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -7793145.000000 Penalty: 5464.817383
	Iteration 101Q: 3 clusters Score -7793145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 41308 members 
Entering Unmasked Estep 
Score: -7793142.500000 Penalty: 5464.817383
	Iteration 102Q: 3 clusters Score -7793142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -7793161.000000 Penalty: 5464.817383
	Iteration 103Q: 3 clusters Score -7793161 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -7793168.000000 Penalty: 5464.817383
	Iteration 104Q: 3 clusters Score -7793168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 41361 members 
Entering Unmasked Estep 
Score: -7793146.500000 Penalty: 5464.817383
	Iteration 105Q: 3 clusters Score -7793146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -7793151.500000 Penalty: 5464.817383
	Iteration 106Q: 3 clusters Score -7793152 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7793161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -7793155.000000 Penalty: 5464.817383
	Iteration 108Q: 3 clusters Score -7793155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -7793159.500000 Penalty: 5464.817383
	Iteration 109Q: 3 clusters Score -7793160 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -7793159.500000 Penalty: 5464.817383
	Iteration 110Q: 3 clusters Score -7793160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -7793156.500000 Penalty: 5464.817383
	Iteration 111Q: 3 clusters Score -7793156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 41406 members 
Entering Unmasked Estep 
Score: -7793158.500000 Penalty: 5464.817383
	Iteration 112Q: 3 clusters Score -7793158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7793158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -7793161.000000 Penalty: 5464.817383
	Iteration 114Q: 3 clusters Score -7793161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 41410 members 
Entering Unmasked Estep 
Score: -7793162.000000 Penalty: 5464.817383
	Iteration 115Q: 3 clusters Score -7793162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -7793166.000000 Penalty: 5464.817383
	Iteration 116Q: 3 clusters Score -7793166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 41421 members 
Entering Unmasked Estep 
Score: -7793157.500000 Penalty: 5464.817383
	Iteration 117Q: 3 clusters Score -7793158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -7793159.500000 Penalty: 5464.817383
	Iteration 118Q: 3 clusters Score -7793160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7793157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -7793154.500000 Penalty: 5464.817383
	Iteration 120F: 3 clusters Score -7793154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -7793149.500000 Penalty: 5464.817383
	Iteration 121Q: 3 clusters Score -7793150 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7793149 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -7793152.000000 Penalty: 5464.817383
	Iteration 123Q: 3 clusters Score -7793152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -7793150.500000 Penalty: 5464.817383
	Iteration 124Q: 3 clusters Score -7793150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 41449 members 
Entering Unmasked Estep 
Score: -7793154.000000 Penalty: 5464.817383
	Iteration 125Q: 3 clusters Score -7793154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -7793160.000000 Penalty: 5464.817383
	Iteration 126Q: 3 clusters Score -7793160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 41455 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7793160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 41458 members 
Entering Unmasked Estep 
Score: -7793161.000000 Penalty: 5464.817383
	Iteration 128Q: 3 clusters Score -7793161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -7793156.000000 Penalty: 5464.817383
	Iteration 129Q: 3 clusters Score -7793156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -7793164 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -7793162.500000 Penalty: 5464.817383
	Iteration 131Q: 3 clusters Score -7793162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 41463 members 
Entering Unmasked Estep 
Score: -7793167.000000 Penalty: 5464.817383
	Iteration 132Q: 3 clusters Score -7793167 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -7793168 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
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	Iteration 134F: 3 clusters Score -7793168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19700 members 
Entering Unmasked Estep 
Score: -2440758.250000 Penalty: 2452.316895
	Iteration 0F: 2 clusters Score -2440758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -2426888 nChanged 8701
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -2431766 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2433240 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -2435224.000000 Penalty: 4904.633789
	Iteration 3F: 3 clusters Score -2435224 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -2437144.500000 Penalty: 4904.633789
	Iteration 4F: 3 clusters Score -2437144 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -2438623.000000 Penalty: 4904.633789
	Iteration 5F: 3 clusters Score -2438623 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -2439459.750000 Penalty: 4904.633789
	Iteration 6F: 3 clusters Score -2439460 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -2439863.000000 Penalty: 4904.633789
	Iteration 7Q: 3 clusters Score -2439863 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -2440083.000000 Penalty: 4904.633789
	Iteration 8Q: 3 clusters Score -2440083 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -2440191.000000 Penalty: 4904.633789
	Iteration 9Q: 3 clusters Score -2440191 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2440275.500000 Penalty: 4904.633789
	Iteration 10Q: 3 clusters Score -2440276 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -2440330.750000 Penalty: 4904.633789
	Iteration 11Q: 3 clusters Score -2440331 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -2440379.000000 Penalty: 4904.633789
	Iteration 12Q: 3 clusters Score -2440379 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -2440419.250000 Penalty: 4904.633789
	Iteration 13Q: 3 clusters Score -2440419 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -2440457.000000 Penalty: 4904.633789
	Iteration 14Q: 3 clusters Score -2440457 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -2440492.750000 Penalty: 4904.633789
	Iteration 15Q: 3 clusters Score -2440493 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -2440502.500000 Penalty: 4904.633789
	Iteration 16Q: 3 clusters Score -2440502 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -2440538.750000 Penalty: 4904.633789
	Iteration 17Q: 3 clusters Score -2440539 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -2440568.250000 Penalty: 4904.633789
	Iteration 18Q: 3 clusters Score -2440568 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -2440590.250000 Penalty: 4904.633789
	Iteration 19Q: 3 clusters Score -2440590 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -2440610.750000 Penalty: 4904.633789
	Iteration 20F: 3 clusters Score -2440611 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -2440634.500000 Penalty: 4904.633789
	Iteration 21Q: 3 clusters Score -2440634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -2440642.250000 Penalty: 4904.633789
	Iteration 22Q: 3 clusters Score -2440642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -2440656.000000 Penalty: 4904.633789
	Iteration 23Q: 3 clusters Score -2440656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -2440658.500000 Penalty: 4904.633789
	Iteration 24Q: 3 clusters Score -2440658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -2440654.750000 Penalty: 4904.633789
	Iteration 25Q: 3 clusters Score -2440655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -2440653.000000 Penalty: 4904.633789
	Iteration 26Q: 3 clusters Score -2440653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -2440653.500000 Penalty: 4904.633789
	Iteration 27Q: 3 clusters Score -2440654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -2440663.000000 Penalty: 4904.633789
	Iteration 28Q: 3 clusters Score -2440663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -2440663.000000 Penalty: 4904.633789
	Iteration 29Q: 3 clusters Score -2440663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -2440671.250000 Penalty: 4904.633789
	Iteration 30Q: 3 clusters Score -2440671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -2440670.750000 Penalty: 4904.633789
	Iteration 31Q: 3 clusters Score -2440671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -2440672.000000 Penalty: 4904.633789
	Iteration 32Q: 3 clusters Score -2440672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -2440675.250000 Penalty: 4904.633789
	Iteration 33Q: 3 clusters Score -2440675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -2440677.500000 Penalty: 4904.633789
	Iteration 34Q: 3 clusters Score -2440678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -2440676.750000 Penalty: 4904.633789
	Iteration 35Q: 3 clusters Score -2440677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -2440674.750000 Penalty: 4904.633789
	Iteration 36Q: 3 clusters Score -2440675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -2440672.250000 Penalty: 4904.633789
	Iteration 37Q: 3 clusters Score -2440672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -2440672.250000 Penalty: 4904.633789
	Iteration 38F: 3 clusters Score -2440672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (203489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203489 members 
Entering Unmasked Estep 
Score: -25699838.000000 Penalty: 3031.395264
	Iteration 0F: 2 clusters Score -2.569984e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101820 members 
Mstep: Class 2 contains 101669 members 
Entering Unmasked Estep 
Score: -25567334.000000 Penalty: 6062.790527
	Iteration 0F: 3 clusters Score -2.556733e+07 nChanged 97977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102963 members 
Mstep: Class 2 contains 100526 members 
Entering Unmasked Estep 
Score: -25625266.000000 Penalty: 6062.790527
	Iteration 1F: 3 clusters Score -2.562527e+07 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103609 members 
Mstep: Class 2 contains 99880 members 
Entering Unmasked Estep 
Score: -25626924.000000 Penalty: 6062.790527
	Iteration 2Q: 3 clusters Score -2.562692e+07 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104612 members 
Mstep: Class 2 contains 98877 members 
Entering Unmasked Estep 
Score: -25629316.000000 Penalty: 6062.790527
	Iteration 3Q: 3 clusters Score -2.562932e+07 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106248 members 
Mstep: Class 2 contains 97241 members 
Entering Unmasked Estep 
Score: -25632076.000000 Penalty: 6062.790527
	Iteration 4Q: 3 clusters Score -2.563208e+07 nChanged 8636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108944 members 
Mstep: Class 2 contains 94545 members 
Entering Unmasked Estep 
Score: -25635300.000000 Penalty: 6062.790527
	Iteration 5Q: 3 clusters Score -2.56353e+07 nChanged 9581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112987 members 
Mstep: Class 2 contains 90502 members 
Entering Unmasked Estep 
Score: -25639362.000000 Penalty: 6062.790527
	Iteration 6Q: 3 clusters Score -2.563936e+07 nChanged 10247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118752 members 
Mstep: Class 2 contains 84737 members 
Entering Unmasked Estep 
Score: -25644696.000000 Penalty: 6062.790527
	Iteration 7F: 3 clusters Score -2.56447e+07 nChanged 11089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126267 members 
Mstep: Class 2 contains 77222 members 
Entering Unmasked Estep 
Score: -25651580.000000 Penalty: 6062.790527
	Iteration 8F: 3 clusters Score -2.565158e+07 nChanged 11536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134973 members 
Mstep: Class 2 contains 68516 members 
Entering Unmasked Estep 
Score: -25659548.000000 Penalty: 6062.790527
	Iteration 9F: 3 clusters Score -2.565955e+07 nChanged 11429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144392 members 
Mstep: Class 2 contains 59097 members 
Entering Unmasked Estep 
Score: -25667556.000000 Penalty: 6062.790527
	Iteration 10F: 3 clusters Score -2.566756e+07 nChanged 10460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153666 members 
Mstep: Class 2 contains 49823 members 
Entering Unmasked Estep 
Score: -25674760.000000 Penalty: 6062.790527
	Iteration 11F: 3 clusters Score -2.567476e+07 nChanged 8802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162038 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -25680260.000000 Penalty: 6062.790527
	Iteration 12Q: 3 clusters Score -2.568026e+07 nChanged 7448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169380 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -25684838.000000 Penalty: 6062.790527
	Iteration 13Q: 3 clusters Score -2.568484e+07 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175802 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -25688486.000000 Penalty: 6062.790527
	Iteration 14Q: 3 clusters Score -2.568849e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181227 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -25691586.000000 Penalty: 6062.790527
	Iteration 15Q: 3 clusters Score -2.569159e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185857 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -25694106.000000 Penalty: 6062.790527
	Iteration 16Q: 3 clusters Score -2.569411e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189543 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -25695950.000000 Penalty: 6062.790527
	Iteration 17Q: 3 clusters Score -2.569595e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192357 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -25697568.000000 Penalty: 6062.790527
	Iteration 18Q: 3 clusters Score -2.569757e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194360 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -25698480.000000 Penalty: 6062.790527
	Iteration 19Q: 3 clusters Score -2.569848e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195790 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -25699150.000000 Penalty: 6062.790527
	Iteration 20F: 3 clusters Score -2.569915e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196874 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -25699580.000000 Penalty: 6062.790527
	Iteration 21Q: 3 clusters Score -2.569958e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197611 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -25699802.000000 Penalty: 6062.790527
	Iteration 22Q: 3 clusters Score -2.56998e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198127 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -25699950.000000 Penalty: 6062.790527
	Iteration 23Q: 3 clusters Score -2.569995e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198508 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -25700052.000000 Penalty: 6062.790527
	Iteration 24Q: 3 clusters Score -2.570005e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198772 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -25700110.000000 Penalty: 6062.790527
	Iteration 25Q: 3 clusters Score -2.570011e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198976 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -25700106.000000 Penalty: 6062.790527
	Iteration 26Q: 3 clusters Score -2.570011e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199127 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -25700134.000000 Penalty: 6062.790527
	Iteration 27Q: 3 clusters Score -2.570013e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199246 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -25700178.000000 Penalty: 6062.790527
	Iteration 28Q: 3 clusters Score -2.570018e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199337 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -25700140.000000 Penalty: 6062.790527
	Iteration 29Q: 3 clusters Score -2.570014e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199409 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -25700100.000000 Penalty: 6062.790527
	Iteration 30Q: 3 clusters Score -2.57001e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199450 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -25700090.000000 Penalty: 6062.790527
	Iteration 31Q: 3 clusters Score -2.570009e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199477 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -25700092.000000 Penalty: 6062.790527
	Iteration 32Q: 3 clusters Score -2.570009e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199501 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -25700106.000000 Penalty: 6062.790527
	Iteration 33Q: 3 clusters Score -2.570011e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199517 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -25700108.000000 Penalty: 6062.790527
	Iteration 34Q: 3 clusters Score -2.570011e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199539 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -25700104.000000 Penalty: 6062.790527
	Iteration 35Q: 3 clusters Score -2.57001e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199560 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -25700128.000000 Penalty: 6062.790527
	Iteration 36Q: 3 clusters Score -2.570013e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199567 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -25700112.000000 Penalty: 6062.790527
	Iteration 37Q: 3 clusters Score -2.570011e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199575 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -25700100.000000 Penalty: 6062.790527
	Iteration 38Q: 3 clusters Score -2.57001e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199585 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -25700116.000000 Penalty: 6062.790527
	Iteration 39Q: 3 clusters Score -2.570012e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199596 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -25700098.000000 Penalty: 6062.790527
	Iteration 40F: 3 clusters Score -2.57001e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199611 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -25700100.000000 Penalty: 6062.790527
	Iteration 41Q: 3 clusters Score -2.57001e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199624 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -25700110.000000 Penalty: 6062.790527
	Iteration 42Q: 3 clusters Score -2.570011e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199632 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -25700110.000000 Penalty: 6062.790527
	Iteration 43Q: 3 clusters Score -2.570011e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199642 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -25700102.000000 Penalty: 6062.790527
	Iteration 44Q: 3 clusters Score -2.57001e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199657 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -25700112.000000 Penalty: 6062.790527
	Iteration 45Q: 3 clusters Score -2.570011e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199670 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -25700120.000000 Penalty: 6062.790527
	Iteration 46Q: 3 clusters Score -2.570012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199677 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -25700116.000000 Penalty: 6062.790527
	Iteration 47Q: 3 clusters Score -2.570012e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199681 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -25700128.000000 Penalty: 6062.790527
	Iteration 48Q: 3 clusters Score -2.570013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199685 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -25700116.000000 Penalty: 6062.790527
	Iteration 49Q: 3 clusters Score -2.570012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199687 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -25700120.000000 Penalty: 6062.790527
	Iteration 50Q: 3 clusters Score -2.570012e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199688 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -25700116.000000 Penalty: 6062.790527
	Iteration 51Q: 3 clusters Score -2.570012e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199689 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -25700120.000000 Penalty: 6062.790527
	Iteration 52Q: 3 clusters Score -2.570012e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199690 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -25700120.000000 Penalty: 6062.790527
	Iteration 53Q: 3 clusters Score -2.570012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199692 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -25700110.000000 Penalty: 6062.790527
	Iteration 54Q: 3 clusters Score -2.570011e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199693 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -25700120.000000 Penalty: 6062.790527
	Iteration 55Q: 3 clusters Score -2.570012e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199693 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -25700120.000000 Penalty: 6062.790527
	Iteration 56F: 3 clusters Score -2.570012e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 25099 members 
Mstep: Class 3 contains 9322 members 
Mstep: Class 4 contains 895 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9318 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 60948 members 
Mstep: Class 11 contains 19700 members 
Mstep: Class 12 contains 199693 members 
Mstep: Class 13 contains 3796 members 
Mstep: Class 16 contains 94954 members 
Mstep: Class 17 contains 6251 members 
Mstep: Class 18 contains 5177 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
Score: -57706836.000000 Penalty: 61452.480469
Splitting cluster 12 changes total score from -57706888.000000 to -57706836.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (94954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94954 members 
Entering Unmasked Estep 
Score: -12208523.000000 Penalty: 2842.364746
	Iteration 0F: 2 clusters Score -1.220852e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47355 members 
Mstep: Class 2 contains 47599 members 
Entering Unmasked Estep 
Score: -12144904.000000 Penalty: 5684.729492
	Iteration 0F: 3 clusters Score -1.21449e+07 nChanged 44904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46299 members 
Mstep: Class 2 contains 48655 members 
Entering Unmasked Estep 
Score: -12170575.000000 Penalty: 5684.729492
	Iteration 1F: 3 clusters Score -1.217058e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45689 members 
Mstep: Class 2 contains 49265 members 
Entering Unmasked Estep 
Score: -12171320.000000 Penalty: 5684.729492
	Iteration 2Q: 3 clusters Score -1.217132e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 50170 members 
Entering Unmasked Estep 
Score: -12172032.000000 Penalty: 5684.729492
	Iteration 3Q: 3 clusters Score -1.217203e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43519 members 
Mstep: Class 2 contains 51435 members 
Entering Unmasked Estep 
Score: -12172736.000000 Penalty: 5684.729492
	Iteration 4Q: 3 clusters Score -1.217274e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41645 members 
Mstep: Class 2 contains 53309 members 
Entering Unmasked Estep 
Score: -12173873.000000 Penalty: 5684.729492
	Iteration 5Q: 3 clusters Score -1.217387e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 56087 members 
Entering Unmasked Estep 
Score: -12175447.000000 Penalty: 5684.729492
	Iteration 6Q: 3 clusters Score -1.217545e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 59874 members 
Entering Unmasked Estep 
Score: -12177876.000000 Penalty: 5684.729492
	Iteration 7Q: 3 clusters Score -1.217788e+07 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 64843 members 
Entering Unmasked Estep 
Score: -12181499.000000 Penalty: 5684.729492
	Iteration 8F: 3 clusters Score -1.21815e+07 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 70733 members 
Entering Unmasked Estep 
Score: -12186748.000000 Penalty: 5684.729492
	Iteration 9F: 3 clusters Score -1.218675e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 76453 members 
Entering Unmasked Estep 
Score: -12192329.000000 Penalty: 5684.729492
	Iteration 10F: 3 clusters Score -1.219233e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 80756 members 
Entering Unmasked Estep 
Score: -12196693.000000 Penalty: 5684.729492
	Iteration 11Q: 3 clusters Score -1.219669e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 83523 members 
Entering Unmasked Estep 
Score: -12199513.000000 Penalty: 5684.729492
	Iteration 12Q: 3 clusters Score -1.219951e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 85387 members 
Entering Unmasked Estep 
Score: -12201362.000000 Penalty: 5684.729492
	Iteration 13Q: 3 clusters Score -1.220136e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 86725 members 
Entering Unmasked Estep 
Score: -12202532.000000 Penalty: 5684.729492
	Iteration 14Q: 3 clusters Score -1.220253e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 87796 members 
Entering Unmasked Estep 
Score: -12203601.000000 Penalty: 5684.729492
	Iteration 15Q: 3 clusters Score -1.22036e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 88623 members 
Entering Unmasked Estep 
Score: -12204373.000000 Penalty: 5684.729492
	Iteration 16Q: 3 clusters Score -1.220437e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 89238 members 
Entering Unmasked Estep 
Score: -12204959.000000 Penalty: 5684.729492
	Iteration 17Q: 3 clusters Score -1.220496e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 89665 members 
Entering Unmasked Estep 
Score: -12205273.000000 Penalty: 5684.729492
	Iteration 18Q: 3 clusters Score -1.220527e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 90002 members 
Entering Unmasked Estep 
Score: -12205461.000000 Penalty: 5684.729492
	Iteration 19Q: 3 clusters Score -1.220546e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 90287 members 
Entering Unmasked Estep 
Score: -12205608.000000 Penalty: 5684.729492
	Iteration 20F: 3 clusters Score -1.220561e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 90507 members 
Entering Unmasked Estep 
Score: -12205704.000000 Penalty: 5684.729492
	Iteration 21Q: 3 clusters Score -1.22057e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 90689 members 
Entering Unmasked Estep 
Score: -12205783.000000 Penalty: 5684.729492
	Iteration 22Q: 3 clusters Score -1.220578e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 90831 members 
Entering Unmasked Estep 
Score: -12205852.000000 Penalty: 5684.729492
	Iteration 23Q: 3 clusters Score -1.220585e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 90943 members 
Entering Unmasked Estep 
Score: -12205900.000000 Penalty: 5684.729492
	Iteration 24Q: 3 clusters Score -1.22059e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 91039 members 
Entering Unmasked Estep 
Score: -12205949.000000 Penalty: 5684.729492
	Iteration 25Q: 3 clusters Score -1.220595e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 91106 members 
Entering Unmasked Estep 
Score: -12205984.000000 Penalty: 5684.729492
	Iteration 26Q: 3 clusters Score -1.220598e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 91166 members 
Entering Unmasked Estep 
Score: -12206002.000000 Penalty: 5684.729492
	Iteration 27Q: 3 clusters Score -1.2206e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 91225 members 
Entering Unmasked Estep 
Score: -12206035.000000 Penalty: 5684.729492
	Iteration 28Q: 3 clusters Score -1.220604e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 91282 members 
Entering Unmasked Estep 
Score: -12206036.000000 Penalty: 5684.729492
	Iteration 29Q: 3 clusters Score -1.220604e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 91329 members 
Entering Unmasked Estep 
Score: -12206042.000000 Penalty: 5684.729492
	Iteration 30Q: 3 clusters Score -1.220604e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 91375 members 
Entering Unmasked Estep 
Score: -12206051.000000 Penalty: 5684.729492
	Iteration 31Q: 3 clusters Score -1.220605e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 91417 members 
Entering Unmasked Estep 
Score: -12206055.000000 Penalty: 5684.729492
	Iteration 32Q: 3 clusters Score -1.220606e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 91456 members 
Entering Unmasked Estep 
Score: -12206078.000000 Penalty: 5684.729492
	Iteration 33Q: 3 clusters Score -1.220608e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 91496 members 
Entering Unmasked Estep 
Score: -12206103.000000 Penalty: 5684.729492
	Iteration 34Q: 3 clusters Score -1.22061e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 91532 members 
Entering Unmasked Estep 
Score: -12206106.000000 Penalty: 5684.729492
	Iteration 35Q: 3 clusters Score -1.220611e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 91566 members 
Entering Unmasked Estep 
Score: -12206118.000000 Penalty: 5684.729492
	Iteration 36Q: 3 clusters Score -1.220612e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 91591 members 
Entering Unmasked Estep 
Score: -12206128.000000 Penalty: 5684.729492
	Iteration 37Q: 3 clusters Score -1.220613e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 91612 members 
Entering Unmasked Estep 
Score: -12206129.000000 Penalty: 5684.729492
	Iteration 38Q: 3 clusters Score -1.220613e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 91630 members 
Entering Unmasked Estep 
Score: -12206112.000000 Penalty: 5684.729492
	Iteration 39Q: 3 clusters Score -1.220611e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 91649 members 
Entering Unmasked Estep 
Score: -12206122.000000 Penalty: 5684.729492
	Iteration 40F: 3 clusters Score -1.220612e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 91665 members 
Entering Unmasked Estep 
Score: -12206129.000000 Penalty: 5684.729492
	Iteration 41Q: 3 clusters Score -1.220613e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 91681 members 
Entering Unmasked Estep 
Score: -12206132.000000 Penalty: 5684.729492
	Iteration 42Q: 3 clusters Score -1.220613e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 91704 members 
Entering Unmasked Estep 
Score: -12206145.000000 Penalty: 5684.729492
	Iteration 43Q: 3 clusters Score -1.220614e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 91722 members 
Entering Unmasked Estep 
Score: -12206150.000000 Penalty: 5684.729492
	Iteration 44Q: 3 clusters Score -1.220615e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 91736 members 
Entering Unmasked Estep 
Score: -12206148.000000 Penalty: 5684.729492
	Iteration 45Q: 3 clusters Score -1.220615e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 91753 members 
Entering Unmasked Estep 
Score: -12206145.000000 Penalty: 5684.729492
	Iteration 46Q: 3 clusters Score -1.220614e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 91776 members 
Entering Unmasked Estep 
Score: -12206153.000000 Penalty: 5684.729492
	Iteration 47Q: 3 clusters Score -1.220615e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 91800 members 
Entering Unmasked Estep 
Score: -12206135.000000 Penalty: 5684.729492
	Iteration 48Q: 3 clusters Score -1.220614e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 91831 members 
Entering Unmasked Estep 
Score: -12206150.000000 Penalty: 5684.729492
	Iteration 49Q: 3 clusters Score -1.220615e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 91856 members 
Entering Unmasked Estep 
Score: -12206164.000000 Penalty: 5684.729492
	Iteration 50Q: 3 clusters Score -1.220616e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 91875 members 
Entering Unmasked Estep 
Score: -12206161.000000 Penalty: 5684.729492
	Iteration 51Q: 3 clusters Score -1.220616e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 91889 members 
Entering Unmasked Estep 
Score: -12206145.000000 Penalty: 5684.729492
	Iteration 52Q: 3 clusters Score -1.220614e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 91903 members 
Entering Unmasked Estep 
Score: -12206161.000000 Penalty: 5684.729492
	Iteration 53Q: 3 clusters Score -1.220616e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 91915 members 
Entering Unmasked Estep 
Score: -12206152.000000 Penalty: 5684.729492
	Iteration 54Q: 3 clusters Score -1.220615e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 91930 members 
Entering Unmasked Estep 
Score: -12206162.000000 Penalty: 5684.729492
	Iteration 55Q: 3 clusters Score -1.220616e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 91941 members 
Entering Unmasked Estep 
Score: -12206152.000000 Penalty: 5684.729492
	Iteration 56Q: 3 clusters Score -1.220615e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 91949 members 
Entering Unmasked Estep 
Score: -12206161.000000 Penalty: 5684.729492
	Iteration 57Q: 3 clusters Score -1.220616e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 91955 members 
Entering Unmasked Estep 
Score: -12206156.000000 Penalty: 5684.729492
	Iteration 58Q: 3 clusters Score -1.220616e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 91962 members 
Entering Unmasked Estep 
Score: -12206155.000000 Penalty: 5684.729492
	Iteration 59Q: 3 clusters Score -1.220616e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 91969 members 
Entering Unmasked Estep 
Score: -12206165.000000 Penalty: 5684.729492
	Iteration 60F: 3 clusters Score -1.220616e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 91978 members 
Entering Unmasked Estep 
Score: -12206159.000000 Penalty: 5684.729492
	Iteration 61Q: 3 clusters Score -1.220616e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 91988 members 
Entering Unmasked Estep 
Score: -12206177.000000 Penalty: 5684.729492
	Iteration 62Q: 3 clusters Score -1.220618e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 91997 members 
Entering Unmasked Estep 
Score: -12206182.000000 Penalty: 5684.729492
	Iteration 63Q: 3 clusters Score -1.220618e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 92008 members 
Entering Unmasked Estep 
Score: -12206171.000000 Penalty: 5684.729492
	Iteration 64Q: 3 clusters Score -1.220617e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 92016 members 
Entering Unmasked Estep 
Score: -12206179.000000 Penalty: 5684.729492
	Iteration 65Q: 3 clusters Score -1.220618e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 92025 members 
Entering Unmasked Estep 
Score: -12206183.000000 Penalty: 5684.729492
	Iteration 66Q: 3 clusters Score -1.220618e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 92039 members 
Entering Unmasked Estep 
Score: -12206167.000000 Penalty: 5684.729492
	Iteration 67Q: 3 clusters Score -1.220617e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 92052 members 
Entering Unmasked Estep 
Score: -12206172.000000 Penalty: 5684.729492
	Iteration 68Q: 3 clusters Score -1.220617e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 92062 members 
Entering Unmasked Estep 
Score: -12206179.000000 Penalty: 5684.729492
	Iteration 69Q: 3 clusters Score -1.220618e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 92080 members 
Entering Unmasked Estep 
Score: -12206186.000000 Penalty: 5684.729492
	Iteration 70Q: 3 clusters Score -1.220619e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 92090 members 
Entering Unmasked Estep 
Score: -12206187.000000 Penalty: 5684.729492
	Iteration 71Q: 3 clusters Score -1.220619e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 92097 members 
Entering Unmasked Estep 
Score: -12206190.000000 Penalty: 5684.729492
	Iteration 72Q: 3 clusters Score -1.220619e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 92104 members 
Entering Unmasked Estep 
Score: -12206195.000000 Penalty: 5684.729492
	Iteration 73Q: 3 clusters Score -1.22062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 92110 members 
Entering Unmasked Estep 
Score: -12206202.000000 Penalty: 5684.729492
	Iteration 74Q: 3 clusters Score -1.22062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 92116 members 
Entering Unmasked Estep 
Score: -12206196.000000 Penalty: 5684.729492
	Iteration 75Q: 3 clusters Score -1.22062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 92120 members 
Entering Unmasked Estep 
Score: -12206193.000000 Penalty: 5684.729492
	Iteration 76Q: 3 clusters Score -1.220619e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 92128 members 
Entering Unmasked Estep 
Score: -12206199.000000 Penalty: 5684.729492
	Iteration 77Q: 3 clusters Score -1.22062e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 92137 members 
Entering Unmasked Estep 
Score: -12206199.000000 Penalty: 5684.729492
	Iteration 78Q: 3 clusters Score -1.22062e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 92147 members 
Entering Unmasked Estep 
Score: -12206193.000000 Penalty: 5684.729492
	Iteration 79Q: 3 clusters Score -1.220619e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 92155 members 
Entering Unmasked Estep 
Score: -12206178.000000 Penalty: 5684.729492
	Iteration 80F: 3 clusters Score -1.220618e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 92162 members 
Entering Unmasked Estep 
Score: -12206187.000000 Penalty: 5684.729492
	Iteration 81Q: 3 clusters Score -1.220619e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 92170 members 
Entering Unmasked Estep 
Score: -12206194.000000 Penalty: 5684.729492
	Iteration 82Q: 3 clusters Score -1.220619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 92173 members 
Entering Unmasked Estep 
Score: -12206196.000000 Penalty: 5684.729492
	Iteration 83Q: 3 clusters Score -1.22062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 92177 members 
Entering Unmasked Estep 
Score: -12206206.000000 Penalty: 5684.729492
	Iteration 84Q: 3 clusters Score -1.220621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 92178 members 
Entering Unmasked Estep 
Score: -12206202.000000 Penalty: 5684.729492
	Iteration 85Q: 3 clusters Score -1.22062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 92182 members 
Entering Unmasked Estep 
Score: -12206202.000000 Penalty: 5684.729492
	Iteration 86Q: 3 clusters Score -1.22062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 92183 members 
Entering Unmasked Estep 
Score: -12206199.000000 Penalty: 5684.729492
	Iteration 87Q: 3 clusters Score -1.22062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 92183 members 
Entering Unmasked Estep 
Score: -12206199.000000 Penalty: 5684.729492
	Iteration 88F: 3 clusters Score -1.22062e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Entering Unmasked Estep 
Score: -797405.875000 Penalty: 2167.643066
	Iteration 0F: 2 clusters Score -797405.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -792080.312500 Penalty: 4335.286133
	Iteration 0F: 3 clusters Score -792080.3 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -793405.562500 Penalty: 4335.286133
	Iteration 1F: 3 clusters Score -793405.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -793685.687500 Penalty: 4335.286133
	Iteration 2F: 3 clusters Score -793685.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -793908.187500 Penalty: 4335.286133
	Iteration 3F: 3 clusters Score -793908.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -794114.437500 Penalty: 4335.286133
	Iteration 4F: 3 clusters Score -794114.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -794296.312500 Penalty: 4335.286133
	Iteration 5Q: 3 clusters Score -794296.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -794453.250000 Penalty: 4335.286133
	Iteration 6Q: 3 clusters Score -794453.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -794611.312500 Penalty: 4335.286133
	Iteration 7Q: 3 clusters Score -794611.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -794775.812500 Penalty: 4335.286133
	Iteration 8Q: 3 clusters Score -794775.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -794955.437500 Penalty: 4335.286133
	Iteration 9Q: 3 clusters Score -794955.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -795146.625000 Penalty: 4335.286133
	Iteration 10Q: 3 clusters Score -795146.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -795326.937500 Penalty: 4335.286133
	Iteration 11Q: 3 clusters Score -795326.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -795479.562500 Penalty: 4335.286133
	Iteration 12Q: 3 clusters Score -795479.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -795610.875000 Penalty: 4335.286133
	Iteration 13Q: 3 clusters Score -795610.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -795672.312500 Penalty: 4335.286133
	Iteration 14Q: 3 clusters Score -795672.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -795719.125000 Penalty: 4335.286133
	Iteration 15Q: 3 clusters Score -795719.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -795763.500000 Penalty: 4335.286133
	Iteration 16Q: 3 clusters Score -795763.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -795795.562500 Penalty: 4335.286133
	Iteration 17Q: 3 clusters Score -795795.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -795825.000000 Penalty: 4335.286133
	Iteration 18Q: 3 clusters Score -795825 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -795852.562500 Penalty: 4335.286133
	Iteration 19Q: 3 clusters Score -795852.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -795873.000000 Penalty: 4335.286133
	Iteration 20F: 3 clusters Score -795873 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -795899.562500 Penalty: 4335.286133
	Iteration 21Q: 3 clusters Score -795899.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -795924.000000 Penalty: 4335.286133
	Iteration 22Q: 3 clusters Score -795924 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -795937.750000 Penalty: 4335.286133
	Iteration 23Q: 3 clusters Score -795937.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -795947.437500 Penalty: 4335.286133
	Iteration 24Q: 3 clusters Score -795947.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -795954.500000 Penalty: 4335.286133
	Iteration 25Q: 3 clusters Score -795954.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -795962.375000 Penalty: 4335.286133
	Iteration 26Q: 3 clusters Score -795962.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -795968.375000 Penalty: 4335.286133
	Iteration 27Q: 3 clusters Score -795968.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -795979.750000 Penalty: 4335.286133
	Iteration 28Q: 3 clusters Score -795979.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -795985.937500 Penalty: 4335.286133
	Iteration 29Q: 3 clusters Score -795985.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -795992.562500 Penalty: 4335.286133
	Iteration 30Q: 3 clusters Score -795992.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -796006.875000 Penalty: 4335.286133
	Iteration 31Q: 3 clusters Score -796006.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -796022.000000 Penalty: 4335.286133
	Iteration 32Q: 3 clusters Score -796022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -796030.562500 Penalty: 4335.286133
	Iteration 33Q: 3 clusters Score -796030.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -796038.250000 Penalty: 4335.286133
	Iteration 34Q: 3 clusters Score -796038.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -796044.687500 Penalty: 4335.286133
	Iteration 35Q: 3 clusters Score -796044.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -796049.500000 Penalty: 4335.286133
	Iteration 36Q: 3 clusters Score -796049.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -796054.937500 Penalty: 4335.286133
	Iteration 37Q: 3 clusters Score -796054.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -796056.687500 Penalty: 4335.286133
	Iteration 38Q: 3 clusters Score -796056.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -796060.687500 Penalty: 4335.286133
	Iteration 39Q: 3 clusters Score -796060.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -796067.125000 Penalty: 4335.286133
	Iteration 40F: 3 clusters Score -796067.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -796068.062500 Penalty: 4335.286133
	Iteration 41Q: 3 clusters Score -796068.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -796070.437500 Penalty: 4335.286133
	Iteration 42Q: 3 clusters Score -796070.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -796069.812500 Penalty: 4335.286133
	Iteration 43Q: 3 clusters Score -796069.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -796070.687500 Penalty: 4335.286133
	Iteration 44Q: 3 clusters Score -796070.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -796070.687500 Penalty: 4335.286133
	Iteration 45F: 3 clusters Score -796070.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Entering Unmasked Estep 
Score: -669205.000000 Penalty: 2120.891357
	Iteration 0F: 2 clusters Score -669205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -664533.500000 Penalty: 4241.782715
	Iteration 0F: 3 clusters Score -664533.5 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -665682.937500 Penalty: 4241.782715
	Iteration 1F: 3 clusters Score -665682.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -665897.375000 Penalty: 4241.782715
	Iteration 2F: 3 clusters Score -665897.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -666016.437500 Penalty: 4241.782715
	Iteration 3Q: 3 clusters Score -666016.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -666095.812500 Penalty: 4241.782715
	Iteration 4Q: 3 clusters Score -666095.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -666150.125000 Penalty: 4241.782715
	Iteration 5Q: 3 clusters Score -666150.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -666196.812500 Penalty: 4241.782715
	Iteration 6Q: 3 clusters Score -666196.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -666234.750000 Penalty: 4241.782715
	Iteration 7Q: 3 clusters Score -666234.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -666266.625000 Penalty: 4241.782715
	Iteration 8Q: 3 clusters Score -666266.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -666292.062500 Penalty: 4241.782715
	Iteration 9Q: 3 clusters Score -666292.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -666323.125000 Penalty: 4241.782715
	Iteration 10Q: 3 clusters Score -666323.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -666346.312500 Penalty: 4241.782715
	Iteration 11Q: 3 clusters Score -666346.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -666370.875000 Penalty: 4241.782715
	Iteration 12Q: 3 clusters Score -666370.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -666397.812500 Penalty: 4241.782715
	Iteration 13Q: 3 clusters Score -666397.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -666420.437500 Penalty: 4241.782715
	Iteration 14Q: 3 clusters Score -666420.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -666445.062500 Penalty: 4241.782715
	Iteration 15Q: 3 clusters Score -666445.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -666477.250000 Penalty: 4241.782715
	Iteration 16Q: 3 clusters Score -666477.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -666516.500000 Penalty: 4241.782715
	Iteration 17Q: 3 clusters Score -666516.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -666550.812500 Penalty: 4241.782715
	Iteration 18Q: 3 clusters Score -666550.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -666593.437500 Penalty: 4241.782715
	Iteration 19Q: 3 clusters Score -666593.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -666646.062500 Penalty: 4241.782715
	Iteration 20F: 3 clusters Score -666646.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -666701.937500 Penalty: 4241.782715
	Iteration 21Q: 3 clusters Score -666701.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -666758.937500 Penalty: 4241.782715
	Iteration 22Q: 3 clusters Score -666758.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -666825.250000 Penalty: 4241.782715
	Iteration 23Q: 3 clusters Score -666825.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -666902.062500 Penalty: 4241.782715
	Iteration 24Q: 3 clusters Score -666902.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -666958.312500 Penalty: 4241.782715
	Iteration 25Q: 3 clusters Score -666958.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -667012.875000 Penalty: 4241.782715
	Iteration 26Q: 3 clusters Score -667012.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -667059.562500 Penalty: 4241.782715
	Iteration 27Q: 3 clusters Score -667059.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -667097.625000 Penalty: 4241.782715
	Iteration 28Q: 3 clusters Score -667097.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -667134.750000 Penalty: 4241.782715
	Iteration 29Q: 3 clusters Score -667134.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -667170.250000 Penalty: 4241.782715
	Iteration 30Q: 3 clusters Score -667170.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -667197.000000 Penalty: 4241.782715
	Iteration 31Q: 3 clusters Score -667197 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -667212.687500 Penalty: 4241.782715
	Iteration 32Q: 3 clusters Score -667212.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -667227.687500 Penalty: 4241.782715
	Iteration 33Q: 3 clusters Score -667227.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -667239.625000 Penalty: 4241.782715
	Iteration 34Q: 3 clusters Score -667239.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -667247.937500 Penalty: 4241.782715
	Iteration 35Q: 3 clusters Score -667247.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -667254.937500 Penalty: 4241.782715
	Iteration 36Q: 3 clusters Score -667254.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -667265.062500 Penalty: 4241.782715
	Iteration 37Q: 3 clusters Score -667265.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -667276.000000 Penalty: 4241.782715
	Iteration 38Q: 3 clusters Score -667276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -667287.125000 Penalty: 4241.782715
	Iteration 39Q: 3 clusters Score -667287.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -667294.125000 Penalty: 4241.782715
	Iteration 40F: 3 clusters Score -667294.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -667297.812500 Penalty: 4241.782715
	Iteration 41Q: 3 clusters Score -667297.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -667303.062500 Penalty: 4241.782715
	Iteration 42Q: 3 clusters Score -667303.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -667308.562500 Penalty: 4241.782715
	Iteration 43Q: 3 clusters Score -667308.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -667313.500000 Penalty: 4241.782715
	Iteration 44Q: 3 clusters Score -667313.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -667315.125000 Penalty: 4241.782715
	Iteration 45Q: 3 clusters Score -667315.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -667316.687500 Penalty: 4241.782715
	Iteration 46Q: 3 clusters Score -667316.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -667317.812500 Penalty: 4241.782715
	Iteration 47Q: 3 clusters Score -667317.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -667320.875000 Penalty: 4241.782715
	Iteration 48Q: 3 clusters Score -667320.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -667324.750000 Penalty: 4241.782715
	Iteration 49Q: 3 clusters Score -667324.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -667328.562500 Penalty: 4241.782715
	Iteration 50Q: 3 clusters Score -667328.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -667332.125000 Penalty: 4241.782715
	Iteration 51Q: 3 clusters Score -667332.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -667331.187500 Penalty: 4241.782715
	Iteration 52Q: 3 clusters Score -667331.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -667334.812500 Penalty: 4241.782715
	Iteration 53Q: 3 clusters Score -667334.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -667336.937500 Penalty: 4241.782715
	Iteration 54Q: 3 clusters Score -667336.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -667339.250000 Penalty: 4241.782715
	Iteration 55Q: 3 clusters Score -667339.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -667338.812500 Penalty: 4241.782715
	Iteration 56Q: 3 clusters Score -667338.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -667338.875000 Penalty: 4241.782715
	Iteration 57Q: 3 clusters Score -667338.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -667338.875000 Penalty: 4241.782715
	Iteration 58F: 3 clusters Score -667338.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Entering Unmasked Estep 
Score: -134397.640625 Penalty: 1731.289429
	Iteration 0F: 2 clusters Score -134397.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -132420.078125 Penalty: 3462.578857
	Iteration 0F: 3 clusters Score -132420.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -132711.218750 Penalty: 3462.578857
	Iteration 1F: 3 clusters Score -132711.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -132782.359375 Penalty: 3462.578857
	Iteration 2F: 3 clusters Score -132782.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -132820.984375 Penalty: 3462.578857
	Iteration 3Q: 3 clusters Score -132821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -132837.093750 Penalty: 3462.578857
	Iteration 4Q: 3 clusters Score -132837.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -132844.718750 Penalty: 3462.578857
	Iteration 5Q: 3 clusters Score -132844.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -132851.875000 Penalty: 3462.578857
	Iteration 6Q: 3 clusters Score -132851.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -132859.953125 Penalty: 3462.578857
	Iteration 7Q: 3 clusters Score -132860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -132864.109375 Penalty: 3462.578857
	Iteration 8Q: 3 clusters Score -132864.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -132864.859375 Penalty: 3462.578857
	Iteration 9Q: 3 clusters Score -132864.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -132868.312500 Penalty: 3462.578857
	Iteration 10Q: 3 clusters Score -132868.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -132868.859375 Penalty: 3462.578857
	Iteration 11Q: 3 clusters Score -132868.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -132870.031250 Penalty: 3462.578857
	Iteration 12Q: 3 clusters Score -132870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -132870.031250 Penalty: 3462.578857
	Iteration 13F: 3 clusters Score -132870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Entering Unmasked Estep 
Score: -228199.921875 Penalty: 1863.264526
	Iteration 0F: 2 clusters Score -228199.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -225660.062500 Penalty: 3726.529053
	Iteration 0F: 3 clusters Score -225660.1 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -226090.437500 Penalty: 3726.529053
	Iteration 1F: 3 clusters Score -226090.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -226249.468750 Penalty: 3726.529053
	Iteration 2F: 3 clusters Score -226249.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -226376.015625 Penalty: 3726.529053
	Iteration 3F: 3 clusters Score -226376 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -226565.656250 Penalty: 3726.529053
	Iteration 4F: 3 clusters Score -226565.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -226866.250000 Penalty: 3726.529053
	Iteration 5F: 3 clusters Score -226866.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -227201.890625 Penalty: 3726.529053
	Iteration 6F: 3 clusters Score -227201.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -227357.625000 Penalty: 3726.529053
	Iteration 7F: 3 clusters Score -227357.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -227472.359375 Penalty: 3726.529053
	Iteration 8Q: 3 clusters Score -227472.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -227562.171875 Penalty: 3726.529053
	Iteration 9Q: 3 clusters Score -227562.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -227647.390625 Penalty: 3726.529053
	Iteration 10Q: 3 clusters Score -227647.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -227709.718750 Penalty: 3726.529053
	Iteration 11Q: 3 clusters Score -227709.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -227749.812500 Penalty: 3726.529053
	Iteration 12Q: 3 clusters Score -227749.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -227793.328125 Penalty: 3726.529053
	Iteration 13Q: 3 clusters Score -227793.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -227837.093750 Penalty: 3726.529053
	Iteration 14Q: 3 clusters Score -227837.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -227882.921875 Penalty: 3726.529053
	Iteration 15Q: 3 clusters Score -227882.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -227925.312500 Penalty: 3726.529053
	Iteration 16Q: 3 clusters Score -227925.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -227963.578125 Penalty: 3726.529053
	Iteration 17Q: 3 clusters Score -227963.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -227997.859375 Penalty: 3726.529053
	Iteration 18Q: 3 clusters Score -227997.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -228016.750000 Penalty: 3726.529053
	Iteration 19Q: 3 clusters Score -228016.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -228028.281250 Penalty: 3726.529053
	Iteration 20F: 3 clusters Score -228028.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -228033.546875 Penalty: 3726.529053
	Iteration 21Q: 3 clusters Score -228033.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -228041.109375 Penalty: 3726.529053
	Iteration 22Q: 3 clusters Score -228041.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -228059.421875 Penalty: 3726.529053
	Iteration 23Q: 3 clusters Score -228059.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -228100.953125 Penalty: 3726.529053
	Iteration 24Q: 3 clusters Score -228101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -228115.734375 Penalty: 3726.529053
	Iteration 25Q: 3 clusters Score -228115.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -228117.234375 Penalty: 3726.529053
	Iteration 26Q: 3 clusters Score -228117.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -228117.234375 Penalty: 3726.529053
	Iteration 27F: 3 clusters Score -228117.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -102643.890625 Penalty: 1699.879883
	Iteration 0F: 2 clusters Score -102643.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -100806.492188 Penalty: 3399.759766
	Iteration 0F: 3 clusters Score -100806.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -101445.031250 Penalty: 3399.759766
	Iteration 1F: 3 clusters Score -101445 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -101725.406250 Penalty: 3399.759766
	Iteration 2F: 3 clusters Score -101725.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -101950.460938 Penalty: 3399.759766
	Iteration 3Q: 3 clusters Score -101950.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -102122.789062 Penalty: 3399.759766
	Iteration 4Q: 3 clusters Score -102122.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -102322.039062 Penalty: 3399.759766
	Iteration 5F: 3 clusters Score -102322 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -102585.273438 Penalty: 3399.759766
	Iteration 6Q: 3 clusters Score -102585.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -102878.570312 Penalty: 3399.759766
	Iteration 7Q: 3 clusters Score -102878.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -103021.609375 Penalty: 3399.759766
	Iteration 8F: 3 clusters Score -103021.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -103181.054688 Penalty: 3399.759766
	Iteration 9Q: 3 clusters Score -103181.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -103352.835938 Penalty: 3399.759766
	Iteration 10Q: 3 clusters Score -103352.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -103447.500000 Penalty: 3399.759766
	Iteration 11Q: 3 clusters Score -103447.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -103494.187500 Penalty: 3399.759766
	Iteration 12Q: 3 clusters Score -103494.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -103527.281250 Penalty: 3399.759766
	Iteration 13Q: 3 clusters Score -103527.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -103565.453125 Penalty: 3399.759766
	Iteration 14Q: 3 clusters Score -103565.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -103580.960938 Penalty: 3399.759766
	Iteration 15Q: 3 clusters Score -103581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -103590.890625 Penalty: 3399.759766
	Iteration 16Q: 3 clusters Score -103590.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -103598.914062 Penalty: 3399.759766
	Iteration 17Q: 3 clusters Score -103598.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -103604.679688 Penalty: 3399.759766
	Iteration 18Q: 3 clusters Score -103604.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -103608.031250 Penalty: 3399.759766
	Iteration 19Q: 3 clusters Score -103608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -103608.031250 Penalty: 3399.759766
	Iteration 20F: 3 clusters Score -103608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 25099 members 
Mstep: Class 3 contains 9322 members 
Mstep: Class 4 contains 895 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9318 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 60948 members 
Mstep: Class 11 contains 19700 members 
Mstep: Class 12 contains 203489 members 
Mstep: Class 13 contains 683 members 
Mstep: Class 16 contains 94954 members 
Mstep: Class 17 contains 6251 members 
Mstep: Class 18 contains 5177 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 265 members 
Entering Unmasked Estep 
Score: -57706364.000000 Penalty: 61452.480469
Splitting cluster 22 changes total score from -57706888.000000 to -57706364.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 25099 members 
Mstep: Class 3 contains 9322 members 
Mstep: Class 4 contains 895 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9318 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 60948 members 
Mstep: Class 11 contains 19700 members 
Mstep: Class 12 contains 203489 members 
Mstep: Class 16 contains 94954 members 
Mstep: Class 17 contains 6251 members 
Mstep: Class 18 contains 5177 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57706980.000000 Penalty: 58218.136719
Iteration 399Q: 19 clusters Score -5.770698e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 25114 members 
Mstep: Class 3 contains 9549 members 
Mstep: Class 4 contains 891 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9324 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 60433 members 
Mstep: Class 11 contains 19716 members 
Mstep: Class 12 contains 203688 members 
Mstep: Class 16 contains 95003 members 
Mstep: Class 17 contains 6254 members 
Mstep: Class 18 contains 5180 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707040.000000 Penalty: 58218.136719
Iteration 400F: 19 clusters Score -5.770704e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 25131 members 
Mstep: Class 3 contains 9795 members 
Mstep: Class 4 contains 890 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9330 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 59894 members 
Mstep: Class 11 contains 19736 members 
Mstep: Class 12 contains 203901 members 
Mstep: Class 16 contains 95035 members 
Mstep: Class 17 contains 6258 members 
Mstep: Class 18 contains 5185 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707068.000000 Penalty: 58218.136719
Iteration 401Q: 19 clusters Score -5.770707e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 25146 members 
Mstep: Class 3 contains 10090 members 
Mstep: Class 4 contains 887 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9329 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 59333 members 
Mstep: Class 11 contains 19754 members 
Mstep: Class 12 contains 204098 members 
Mstep: Class 16 contains 95064 members 
Mstep: Class 17 contains 6256 members 
Mstep: Class 18 contains 5193 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57707168.000000 Penalty: 58218.136719
Iteration 402Q: 19 clusters Score -5.770717e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 25160 members 
Mstep: Class 3 contains 10426 members 
Mstep: Class 4 contains 882 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9329 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 58776 members 
Mstep: Class 11 contains 19768 members 
Mstep: Class 12 contains 204251 members 
Mstep: Class 16 contains 95104 members 
Mstep: Class 17 contains 6257 members 
Mstep: Class 18 contains 5196 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 403Q: 19 clusters Score -5.770713e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 25157 members 
Mstep: Class 3 contains 10794 members 
Mstep: Class 4 contains 873 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9330 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 58180 members 
Mstep: Class 11 contains 19777 members 
Mstep: Class 12 contains 204452 members 
Mstep: Class 16 contains 95120 members 
Mstep: Class 17 contains 6258 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 404Q: 19 clusters Score -5.770727e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 25167 members 
Mstep: Class 3 contains 11176 members 
Mstep: Class 4 contains 871 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9336 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 57523 members 
Mstep: Class 11 contains 19792 members 
Mstep: Class 12 contains 204661 members 
Mstep: Class 16 contains 95144 members 
Mstep: Class 17 contains 6258 members 
Mstep: Class 18 contains 5201 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 405Q: 19 clusters Score -5.770752e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 25189 members 
Mstep: Class 3 contains 11571 members 
Mstep: Class 4 contains 868 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9337 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 56814 members 
Mstep: Class 11 contains 19809 members 
Mstep: Class 12 contains 204890 members 
Mstep: Class 16 contains 95163 members 
Mstep: Class 17 contains 6262 members 
Mstep: Class 18 contains 5201 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 406Q: 19 clusters Score -5.770752e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 25204 members 
Mstep: Class 3 contains 11995 members 
Mstep: Class 4 contains 866 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9343 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 56117 members 
Mstep: Class 11 contains 19830 members 
Mstep: Class 12 contains 205119 members 
Mstep: Class 16 contains 95159 members 
Mstep: Class 17 contains 6264 members 
Mstep: Class 18 contains 5196 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 407Q: 19 clusters Score -5.770766e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 25219 members 
Mstep: Class 3 contains 12457 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9345 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 55397 members 
Mstep: Class 11 contains 19851 members 
Mstep: Class 12 contains 205305 members 
Mstep: Class 16 contains 95188 members 
Mstep: Class 17 contains 6265 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 408Q: 19 clusters Score -5.770796e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 25229 members 
Mstep: Class 3 contains 12917 members 
Mstep: Class 4 contains 850 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9349 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 54662 members 
Mstep: Class 11 contains 19867 members 
Mstep: Class 12 contains 205532 members 
Mstep: Class 16 contains 95204 members 
Mstep: Class 17 contains 6265 members 
Mstep: Class 18 contains 5203 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 409Q: 19 clusters Score -5.770813e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 25240 members 
Mstep: Class 3 contains 13371 members 
Mstep: Class 4 contains 842 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9357 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 53918 members 
Mstep: Class 11 contains 19883 members 
Mstep: Class 12 contains 205763 members 
Mstep: Class 16 contains 95221 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 410Q: 19 clusters Score -5.77083e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 25257 members 
Mstep: Class 3 contains 13874 members 
Mstep: Class 4 contains 837 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9364 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 53143 members 
Mstep: Class 11 contains 19901 members 
Mstep: Class 12 contains 205988 members 
Mstep: Class 16 contains 95220 members 
Mstep: Class 17 contains 6276 members 
Mstep: Class 18 contains 5206 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 411Q: 19 clusters Score -5.770842e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 25281 members 
Mstep: Class 3 contains 14320 members 
Mstep: Class 4 contains 831 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9363 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 52472 members 
Mstep: Class 11 contains 19912 members 
Mstep: Class 12 contains 206188 members 
Mstep: Class 16 contains 95230 members 
Mstep: Class 17 contains 6274 members 
Mstep: Class 18 contains 5207 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 412Q: 19 clusters Score -5.77086e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 25299 members 
Mstep: Class 3 contains 14764 members 
Mstep: Class 4 contains 826 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9369 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 51816 members 
Mstep: Class 11 contains 19917 members 
Mstep: Class 12 contains 206349 members 
Mstep: Class 16 contains 95256 members 
Mstep: Class 17 contains 6277 members 
Mstep: Class 18 contains 5208 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 413Q: 19 clusters Score -5.770878e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 25313 members 
Mstep: Class 3 contains 15182 members 
Mstep: Class 4 contains 823 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9381 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 51225 members 
Mstep: Class 11 contains 19926 members 
Mstep: Class 12 contains 206477 members 
Mstep: Class 16 contains 95272 members 
Mstep: Class 17 contains 6282 members 
Mstep: Class 18 contains 5214 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 414Q: 19 clusters Score -5.770879e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 25324 members 
Mstep: Class 3 contains 15540 members 
Mstep: Class 4 contains 816 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9389 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 50681 members 
Mstep: Class 11 contains 19937 members 
Mstep: Class 12 contains 206628 members 
Mstep: Class 16 contains 95294 members 
Mstep: Class 17 contains 6285 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 415Q: 19 clusters Score -5.770871e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 25330 members 
Mstep: Class 3 contains 15875 members 
Mstep: Class 4 contains 813 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9400 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 50143 members 
Mstep: Class 11 contains 19942 members 
Mstep: Class 12 contains 206793 members 
Mstep: Class 16 contains 95316 members 
Mstep: Class 17 contains 6291 members 
Mstep: Class 18 contains 5224 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 416Q: 19 clusters Score -5.770878e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 25330 members 
Mstep: Class 3 contains 16176 members 
Mstep: Class 4 contains 803 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9412 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 49678 members 
Mstep: Class 11 contains 19952 members 
Mstep: Class 12 contains 206927 members 
Mstep: Class 16 contains 95343 members 
Mstep: Class 17 contains 6297 members 
Mstep: Class 18 contains 5226 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 417Q: 19 clusters Score -5.770874e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 25331 members 
Mstep: Class 3 contains 16452 members 
Mstep: Class 4 contains 802 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9405 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 49267 members 
Mstep: Class 11 contains 19962 members 
Mstep: Class 12 contains 207035 members 
Mstep: Class 16 contains 95376 members 
Mstep: Class 17 contains 6299 members 
Mstep: Class 18 contains 5228 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 418Q: 19 clusters Score -5.77089e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 25340 members 
Mstep: Class 3 contains 16669 members 
Mstep: Class 4 contains 799 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9407 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 48877 members 
Mstep: Class 11 contains 19965 members 
Mstep: Class 12 contains 207179 members 
Mstep: Class 16 contains 95400 members 
Mstep: Class 17 contains 6302 members 
Mstep: Class 18 contains 5231 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 419Q: 19 clusters Score -5.770906e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 25352 members 
Mstep: Class 3 contains 16824 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9406 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 48555 members 
Mstep: Class 11 contains 19972 members 
Mstep: Class 12 contains 207313 members 
Mstep: Class 16 contains 95428 members 
Mstep: Class 17 contains 6304 members 
Mstep: Class 18 contains 5228 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 420F: 19 clusters Score -5.770927e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 25362 members 
Mstep: Class 3 contains 17154 members 
Mstep: Class 4 contains 791 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9408 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 48075 members 
Mstep: Class 11 contains 19975 members 
Mstep: Class 12 contains 207422 members 
Mstep: Class 16 contains 95467 members 
Mstep: Class 17 contains 6309 members 
Mstep: Class 18 contains 5232 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 421Q: 19 clusters Score -5.77095e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 25369 members 
Mstep: Class 3 contains 17533 members 
Mstep: Class 4 contains 788 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9417 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 47545 members 
Mstep: Class 11 contains 19981 members 
Mstep: Class 12 contains 207517 members 
Mstep: Class 16 contains 95504 members 
Mstep: Class 17 contains 6319 members 
Mstep: Class 18 contains 5238 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 422Q: 19 clusters Score -5.770964e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 25373 members 
Mstep: Class 3 contains 17920 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9421 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 47024 members 
Mstep: Class 11 contains 19986 members 
Mstep: Class 12 contains 207588 members 
Mstep: Class 16 contains 95561 members 
Mstep: Class 17 contains 6326 members 
Mstep: Class 18 contains 5240 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 423Q: 19 clusters Score -5.770986e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 25375 members 
Mstep: Class 3 contains 18280 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9422 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 46485 members 
Mstep: Class 11 contains 19990 members 
Mstep: Class 12 contains 207699 members 
Mstep: Class 16 contains 95621 members 
Mstep: Class 17 contains 6327 members 
Mstep: Class 18 contains 5244 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 424Q: 19 clusters Score -5.771008e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 25387 members 
Mstep: Class 3 contains 18585 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9426 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 46009 members 
Mstep: Class 11 contains 19989 members 
Mstep: Class 12 contains 207799 members 
Mstep: Class 16 contains 95673 members 
Mstep: Class 17 contains 6327 members 
Mstep: Class 18 contains 5251 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 425Q: 19 clusters Score -5.771023e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 25398 members 
Mstep: Class 3 contains 18856 members 
Mstep: Class 4 contains 782 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9427 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 45537 members 
Mstep: Class 11 contains 19989 members 
Mstep: Class 12 contains 207920 members 
Mstep: Class 16 contains 95736 members 
Mstep: Class 17 contains 6329 members 
Mstep: Class 18 contains 5256 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 426Q: 19 clusters Score -5.771035e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 25416 members 
Mstep: Class 3 contains 19122 members 
Mstep: Class 4 contains 782 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9429 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 45089 members 
Mstep: Class 11 contains 20000 members 
Mstep: Class 12 contains 208019 members 
Mstep: Class 16 contains 95775 members 
Mstep: Class 17 contains 6324 members 
Mstep: Class 18 contains 5261 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 427Q: 19 clusters Score -5.771045e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 25452 members 
Mstep: Class 3 contains 19382 members 
Mstep: Class 4 contains 780 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9428 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 44640 members 
Mstep: Class 11 contains 20005 members 
Mstep: Class 12 contains 208120 members 
Mstep: Class 16 contains 95811 members 
Mstep: Class 17 contains 6323 members 
Mstep: Class 18 contains 5266 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 428Q: 19 clusters Score -5.771051e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 25482 members 
Mstep: Class 3 contains 19619 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9445 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 44220 members 
Mstep: Class 11 contains 20009 members 
Mstep: Class 12 contains 208215 members 
Mstep: Class 16 contains 95833 members 
Mstep: Class 17 contains 6321 members 
Mstep: Class 18 contains 5271 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 429Q: 19 clusters Score -5.771058e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 25506 members 
Mstep: Class 3 contains 19857 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9464 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 43836 members 
Mstep: Class 11 contains 20009 members 
Mstep: Class 12 contains 208298 members 
Mstep: Class 16 contains 95850 members 
Mstep: Class 17 contains 6318 members 
Mstep: Class 18 contains 5281 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 430Q: 19 clusters Score -5.771058e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 25525 members 
Mstep: Class 3 contains 20068 members 
Mstep: Class 4 contains 772 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9480 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 43491 members 
Mstep: Class 11 contains 20015 members 
Mstep: Class 12 contains 208375 members 
Mstep: Class 16 contains 95867 members 
Mstep: Class 17 contains 6316 members 
Mstep: Class 18 contains 5287 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 431Q: 19 clusters Score -5.77106e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 25538 members 
Mstep: Class 3 contains 20253 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9491 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 43192 members 
Mstep: Class 11 contains 20022 members 
Mstep: Class 12 contains 208445 members 
Mstep: Class 16 contains 95890 members 
Mstep: Class 17 contains 6319 members 
Mstep: Class 18 contains 5290 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
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Iteration 432Q: 19 clusters Score -5.77106e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 25556 members 
Mstep: Class 3 contains 20431 members 
Mstep: Class 4 contains 764 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9506 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 42937 members 
Mstep: Class 11 contains 20021 members 
Mstep: Class 12 contains 208489 members 
Mstep: Class 16 contains 95900 members 
Mstep: Class 17 contains 6317 members 
Mstep: Class 18 contains 5287 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57710648.000000 Penalty: 58218.136719
Iteration 433Q: 19 clusters Score -5.771065e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 25570 members 
Mstep: Class 3 contains 20583 members 
Mstep: Class 4 contains 761 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9505 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 42684 members 
Mstep: Class 11 contains 20024 members 
Mstep: Class 12 contains 208570 members 
Mstep: Class 16 contains 95916 members 
Mstep: Class 17 contains 6312 members 
Mstep: Class 18 contains 5286 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57710792.000000 Penalty: 58218.136719
Iteration 434Q: 19 clusters Score -5.771079e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 25586 members 
Mstep: Class 3 contains 20713 members 
Mstep: Class 4 contains 760 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9513 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 42443 members 
Mstep: Class 11 contains 20020 members 
Mstep: Class 12 contains 208664 members 
Mstep: Class 16 contains 95922 members 
Mstep: Class 17 contains 6308 members 
Mstep: Class 18 contains 5287 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57710784.000000 Penalty: 58218.136719
Iteration 435Q: 19 clusters Score -5.771078e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 25590 members 
Mstep: Class 3 contains 20811 members 
Mstep: Class 4 contains 759 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9518 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 42226 members 
Mstep: Class 11 contains 20021 members 
Mstep: Class 12 contains 208787 members 
Mstep: Class 16 contains 95928 members 
Mstep: Class 17 contains 6305 members 
Mstep: Class 18 contains 5285 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57710728.000000 Penalty: 58218.136719
Iteration 436Q: 19 clusters Score -5.771073e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 25598 members 
Mstep: Class 3 contains 20881 members 
Mstep: Class 4 contains 758 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9528 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 42037 members 
Mstep: Class 11 contains 20019 members 
Mstep: Class 12 contains 208882 members 
Mstep: Class 16 contains 95941 members 
Mstep: Class 17 contains 6301 members 
Mstep: Class 18 contains 5286 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57710756.000000 Penalty: 58218.136719
Iteration 437Q: 19 clusters Score -5.771076e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 25607 members 
Mstep: Class 3 contains 20934 members 
Mstep: Class 4 contains 757 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9531 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 41870 members 
Mstep: Class 11 contains 20018 members 
Mstep: Class 12 contains 208969 members 
Mstep: Class 16 contains 95959 members 
Mstep: Class 17 contains 6302 members 
Mstep: Class 18 contains 5288 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57710684.000000 Penalty: 58218.136719
Iteration 438Q: 19 clusters Score -5.771068e+07 nChanged 334
Entering ConstructFrom: 
Score: -57710684.000000 Penalty: 58218.136719
Entering ConstructFrom: 
Trying to split cluster 1 (19291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Entering Unmasked Estep 
Score: -2479210.500000 Penalty: 2447.113525
	Iteration 0F: 2 clusters Score -2479210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -2465570.750000 Penalty: 4894.227051
	Iteration 0F: 3 clusters Score -2465571 nChanged 8468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2470134.750000 Penalty: 4894.227051
	Iteration 1F: 3 clusters Score -2470135 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -2470479.000000 Penalty: 4894.227051
	Iteration 2F: 3 clusters Score -2470479 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -2470787.500000 Penalty: 4894.227051
	Iteration 3Q: 3 clusters Score -2470788 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -2471029.250000 Penalty: 4894.227051
	Iteration 4Q: 3 clusters Score -2471029 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -2471253.500000 Penalty: 4894.227051
	Iteration 5Q: 3 clusters Score -2471254 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2471469.500000 Penalty: 4894.227051
	Iteration 6Q: 3 clusters Score -2471470 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2471690.500000 Penalty: 4894.227051
	Iteration 7Q: 3 clusters Score -2471690 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -2471889.000000 Penalty: 4894.227051
	Iteration 8Q: 3 clusters Score -2471889 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -2472077.750000 Penalty: 4894.227051
	Iteration 9Q: 3 clusters Score -2472078 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2472269.000000 Penalty: 4894.227051
	Iteration 10Q: 3 clusters Score -2472269 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -2472470.250000 Penalty: 4894.227051
	Iteration 11Q: 3 clusters Score -2472470 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2472706.000000 Penalty: 4894.227051
	Iteration 12Q: 3 clusters Score -2472706 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2472962.250000 Penalty: 4894.227051
	Iteration 13Q: 3 clusters Score -2472962 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -2473240.750000 Penalty: 4894.227051
	Iteration 14Q: 3 clusters Score -2473241 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2473580.750000 Penalty: 4894.227051
	Iteration 15Q: 3 clusters Score -2473581 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -2473880.000000 Penalty: 4894.227051
	Iteration 16Q: 3 clusters Score -2473880 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2474155.250000 Penalty: 4894.227051
	Iteration 17Q: 3 clusters Score -2474155 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -2474380.750000 Penalty: 4894.227051
	Iteration 18Q: 3 clusters Score -2474381 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -2474531.250000 Penalty: 4894.227051
	Iteration 19Q: 3 clusters Score -2474531 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -2474623.750000 Penalty: 4894.227051
	Iteration 20F: 3 clusters Score -2474624 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -2474685.000000 Penalty: 4894.227051
	Iteration 21Q: 3 clusters Score -2474685 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -2474732.000000 Penalty: 4894.227051
	Iteration 22Q: 3 clusters Score -2474732 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2474757.500000 Penalty: 4894.227051
	Iteration 23Q: 3 clusters Score -2474758 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -2474780.000000 Penalty: 4894.227051
	Iteration 24Q: 3 clusters Score -2474780 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -2474797.750000 Penalty: 4894.227051
	Iteration 25Q: 3 clusters Score -2474798 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -2474816.750000 Penalty: 4894.227051
	Iteration 26Q: 3 clusters Score -2474817 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -2474850.500000 Penalty: 4894.227051
	Iteration 27Q: 3 clusters Score -2474850 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -2474864.500000 Penalty: 4894.227051
	Iteration 28Q: 3 clusters Score -2474864 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -2474896.250000 Penalty: 4894.227051
	Iteration 29Q: 3 clusters Score -2474896 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2474918.250000 Penalty: 4894.227051
	Iteration 30Q: 3 clusters Score -2474918 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -2474925.750000 Penalty: 4894.227051
	Iteration 31Q: 3 clusters Score -2474926 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -2474944.000000 Penalty: 4894.227051
	Iteration 32Q: 3 clusters Score -2474944 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -2474961.000000 Penalty: 4894.227051
	Iteration 33Q: 3 clusters Score -2474961 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2474971.500000 Penalty: 4894.227051
	Iteration 34Q: 3 clusters Score -2474972 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -2474983.000000 Penalty: 4894.227051
	Iteration 35Q: 3 clusters Score -2474983 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -2474996.000000 Penalty: 4894.227051
	Iteration 36Q: 3 clusters Score -2474996 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -2475005.000000 Penalty: 4894.227051
	Iteration 37Q: 3 clusters Score -2475005 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -2475018.500000 Penalty: 4894.227051
	Iteration 38Q: 3 clusters Score -2475018 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -2475035.250000 Penalty: 4894.227051
	Iteration 39Q: 3 clusters Score -2475035 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -2475040.750000 Penalty: 4894.227051
	Iteration 40F: 3 clusters Score -2475041 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -2475050.250000 Penalty: 4894.227051
	Iteration 41Q: 3 clusters Score -2475050 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -2475051.750000 Penalty: 4894.227051
	Iteration 42Q: 3 clusters Score -2475052 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -2475059.750000 Penalty: 4894.227051
	Iteration 43Q: 3 clusters Score -2475060 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -2475060.250000 Penalty: 4894.227051
	Iteration 44Q: 3 clusters Score -2475060 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -2475080.000000 Penalty: 4894.227051
	Iteration 45Q: 3 clusters Score -2475080 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -2475081.500000 Penalty: 4894.227051
	Iteration 46Q: 3 clusters Score -2475082 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -2475095.500000 Penalty: 4894.227051
	Iteration 47Q: 3 clusters Score -2475096 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -2475121.250000 Penalty: 4894.227051
	Iteration 48Q: 3 clusters Score -2475121 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -2475129.750000 Penalty: 4894.227051
	Iteration 49Q: 3 clusters Score -2475130 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2475161.000000 Penalty: 4894.227051
	Iteration 50Q: 3 clusters Score -2475161 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -2475179.250000 Penalty: 4894.227051
	Iteration 51Q: 3 clusters Score -2475179 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -2475208.250000 Penalty: 4894.227051
	Iteration 52Q: 3 clusters Score -2475208 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -2475254.750000 Penalty: 4894.227051
	Iteration 53Q: 3 clusters Score -2475255 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -2475294.000000 Penalty: 4894.227051
	Iteration 54Q: 3 clusters Score -2475294 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2475347.750000 Penalty: 4894.227051
	Iteration 55Q: 3 clusters Score -2475348 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -2475418.000000 Penalty: 4894.227051
	Iteration 56Q: 3 clusters Score -2475418 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -2475490.500000 Penalty: 4894.227051
	Iteration 57Q: 3 clusters Score -2475490 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -2475599.250000 Penalty: 4894.227051
	Iteration 58Q: 3 clusters Score -2475599 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -2475725.500000 Penalty: 4894.227051
	Iteration 59Q: 3 clusters Score -2475726 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -2475868.750000 Penalty: 4894.227051
	Iteration 60F: 3 clusters Score -2475869 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2476008.000000 Penalty: 4894.227051
	Iteration 61Q: 3 clusters Score -2476008 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -2476154.750000 Penalty: 4894.227051
	Iteration 62Q: 3 clusters Score -2476155 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -2476298.750000 Penalty: 4894.227051
	Iteration 63Q: 3 clusters Score -2476299 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -2476413.500000 Penalty: 4894.227051
	Iteration 64Q: 3 clusters Score -2476414 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -2476520.750000 Penalty: 4894.227051
	Iteration 65Q: 3 clusters Score -2476521 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -2476604.750000 Penalty: 4894.227051
	Iteration 66Q: 3 clusters Score -2476605 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -2476664.250000 Penalty: 4894.227051
	Iteration 67Q: 3 clusters Score -2476664 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -2476719.500000 Penalty: 4894.227051
	Iteration 68Q: 3 clusters Score -2476720 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -2476767.250000 Penalty: 4894.227051
	Iteration 69Q: 3 clusters Score -2476767 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -2476796.750000 Penalty: 4894.227051
	Iteration 70Q: 3 clusters Score -2476797 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -2476835.750000 Penalty: 4894.227051
	Iteration 71Q: 3 clusters Score -2476836 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -2476855.500000 Penalty: 4894.227051
	Iteration 72Q: 3 clusters Score -2476856 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -2476868.500000 Penalty: 4894.227051
	Iteration 73Q: 3 clusters Score -2476868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -2476871.500000 Penalty: 4894.227051
	Iteration 74Q: 3 clusters Score -2476872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -2476876.250000 Penalty: 4894.227051
	Iteration 75Q: 3 clusters Score -2476876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2476880.000000 Penalty: 4894.227051
	Iteration 76Q: 3 clusters Score -2476880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -2476883.750000 Penalty: 4894.227051
	Iteration 77Q: 3 clusters Score -2476884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -2476890.000000 Penalty: 4894.227051
	Iteration 78Q: 3 clusters Score -2476890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -2476892.500000 Penalty: 4894.227051
	Iteration 79Q: 3 clusters Score -2476892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2476901.250000 Penalty: 4894.227051
	Iteration 80F: 3 clusters Score -2476901 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -2476902.750000 Penalty: 4894.227051
	Iteration 81Q: 3 clusters Score -2476903 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -2476911.000000 Penalty: 4894.227051
	Iteration 82Q: 3 clusters Score -2476911 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -2476915.500000 Penalty: 4894.227051
	Iteration 83Q: 3 clusters Score -2476916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -2476919.250000 Penalty: 4894.227051
	Iteration 84Q: 3 clusters Score -2476919 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -2476926.750000 Penalty: 4894.227051
	Iteration 85Q: 3 clusters Score -2476927 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2476926.500000 Penalty: 4894.227051
	Iteration 86Q: 3 clusters Score -2476926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -2476929.250000 Penalty: 4894.227051
	Iteration 87Q: 3 clusters Score -2476929 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -2476933.500000 Penalty: 4894.227051
	Iteration 88Q: 3 clusters Score -2476934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2476936.750000 Penalty: 4894.227051
	Iteration 89Q: 3 clusters Score -2476937 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -2476942.000000 Penalty: 4894.227051
	Iteration 90Q: 3 clusters Score -2476942 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -2476946.750000 Penalty: 4894.227051
	Iteration 91Q: 3 clusters Score -2476947 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -2476946.000000 Penalty: 4894.227051
	Iteration 92Q: 3 clusters Score -2476946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -2476952.500000 Penalty: 4894.227051
	Iteration 93Q: 3 clusters Score -2476952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -2476951.000000 Penalty: 4894.227051
	Iteration 94Q: 3 clusters Score -2476951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -2476955.500000 Penalty: 4894.227051
	Iteration 95Q: 3 clusters Score -2476956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -2476954.000000 Penalty: 4894.227051
	Iteration 96Q: 3 clusters Score -2476954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -2476957.500000 Penalty: 4894.227051
	Iteration 97Q: 3 clusters Score -2476958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -2476956.750000 Penalty: 4894.227051
	Iteration 98Q: 3 clusters Score -2476957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -2476964.250000 Penalty: 4894.227051
	Iteration 99Q: 3 clusters Score -2476964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -2476958.250000 Penalty: 4894.227051
	Iteration 100F: 3 clusters Score -2476958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -2476964.750000 Penalty: 4894.227051
	Iteration 101Q: 3 clusters Score -2476965 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2476968.250000 Penalty: 4894.227051
	Iteration 102Q: 3 clusters Score -2476968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -2476979.000000 Penalty: 4894.227051
	Iteration 103Q: 3 clusters Score -2476979 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -2476980.250000 Penalty: 4894.227051
	Iteration 104Q: 3 clusters Score -2476980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -2476979.750000 Penalty: 4894.227051
	Iteration 105Q: 3 clusters Score -2476980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -2476983.000000 Penalty: 4894.227051
	Iteration 106Q: 3 clusters Score -2476983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2476984.750000 Penalty: 4894.227051
	Iteration 107Q: 3 clusters Score -2476985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -2476983.750000 Penalty: 4894.227051
	Iteration 108Q: 3 clusters Score -2476984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -2476987.750000 Penalty: 4894.227051
	Iteration 109Q: 3 clusters Score -2476988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -2476983.750000 Penalty: 4894.227051
	Iteration 110Q: 3 clusters Score -2476984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -2476985.000000 Penalty: 4894.227051
	Iteration 111Q: 3 clusters Score -2476985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -2476986.250000 Penalty: 4894.227051
	Iteration 112Q: 3 clusters Score -2476986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -2476984.750000 Penalty: 4894.227051
	Iteration 113Q: 3 clusters Score -2476985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2476983.500000 Penalty: 4894.227051
	Iteration 114Q: 3 clusters Score -2476984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2476984.750000 Penalty: 4894.227051
	Iteration 115Q: 3 clusters Score -2476985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -2476985.750000 Penalty: 4894.227051
	Iteration 116Q: 3 clusters Score -2476986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -2476987.500000 Penalty: 4894.227051
	Iteration 117Q: 3 clusters Score -2476988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -2476989.250000 Penalty: 4894.227051
	Iteration 118Q: 3 clusters Score -2476989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -2476989.000000 Penalty: 4894.227051
	Iteration 119Q: 3 clusters Score -2476989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -2476989.000000 Penalty: 4894.227051
	Iteration 120F: 3 clusters Score -2476989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Entering Unmasked Estep 
Score: -3304333.000000 Penalty: 2517.421875
	Iteration 0F: 2 clusters Score -3304333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -3286780.500000 Penalty: 5034.843750
	Iteration 0F: 3 clusters Score -3286780 nChanged 11290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -3292694.000000 Penalty: 5034.843750
	Iteration 1F: 3 clusters Score -3292694 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -3293172.500000 Penalty: 5034.843750
	Iteration 2F: 3 clusters Score -3293172 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -3293640.250000 Penalty: 5034.843750
	Iteration 3Q: 3 clusters Score -3293640 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -3294195.250000 Penalty: 5034.843750
	Iteration 4Q: 3 clusters Score -3294195 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -3294764.500000 Penalty: 5034.843750
	Iteration 5Q: 3 clusters Score -3294764 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -3295487.500000 Penalty: 5034.843750
	Iteration 6Q: 3 clusters Score -3295488 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -3296324.750000 Penalty: 5034.843750
	Iteration 7F: 3 clusters Score -3296325 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -3297381.000000 Penalty: 5034.843750
	Iteration 8F: 3 clusters Score -3297381 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -3298405.500000 Penalty: 5034.843750
	Iteration 9F: 3 clusters Score -3298406 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -3299282.750000 Penalty: 5034.843750
	Iteration 10Q: 3 clusters Score -3299283 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -3299919.750000 Penalty: 5034.843750
	Iteration 11Q: 3 clusters Score -3299920 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -3300363.500000 Penalty: 5034.843750
	Iteration 12Q: 3 clusters Score -3300364 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -3300639.750000 Penalty: 5034.843750
	Iteration 13Q: 3 clusters Score -3300640 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -3300829.000000 Penalty: 5034.843750
	Iteration 14Q: 3 clusters Score -3300829 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -3300980.000000 Penalty: 5034.843750
	Iteration 15Q: 3 clusters Score -3300980 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -3301080.000000 Penalty: 5034.843750
	Iteration 16Q: 3 clusters Score -3301080 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -3301169.750000 Penalty: 5034.843750
	Iteration 17Q: 3 clusters Score -3301170 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -3301289.750000 Penalty: 5034.843750
	Iteration 18Q: 3 clusters Score -3301290 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -3301427.000000 Penalty: 5034.843750
	Iteration 19Q: 3 clusters Score -3301427 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -3301557.000000 Penalty: 5034.843750
	Iteration 20F: 3 clusters Score -3301557 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -3301662.000000 Penalty: 5034.843750
	Iteration 21Q: 3 clusters Score -3301662 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -3301752.500000 Penalty: 5034.843750
	Iteration 22Q: 3 clusters Score -3301752 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -3301845.250000 Penalty: 5034.843750
	Iteration 23Q: 3 clusters Score -3301845 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -3301902.750000 Penalty: 5034.843750
	Iteration 24Q: 3 clusters Score -3301903 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -3301958.500000 Penalty: 5034.843750
	Iteration 25Q: 3 clusters Score -3301958 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -3302006.000000 Penalty: 5034.843750
	Iteration 26Q: 3 clusters Score -3302006 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -3302034.500000 Penalty: 5034.843750
	Iteration 27Q: 3 clusters Score -3302034 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -3302051.500000 Penalty: 5034.843750
	Iteration 28Q: 3 clusters Score -3302052 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -3302069.000000 Penalty: 5034.843750
	Iteration 29Q: 3 clusters Score -3302069 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -3302075.500000 Penalty: 5034.843750
	Iteration 30Q: 3 clusters Score -3302076 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -3302086.750000 Penalty: 5034.843750
	Iteration 31Q: 3 clusters Score -3302087 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -3302099.500000 Penalty: 5034.843750
	Iteration 32Q: 3 clusters Score -3302100 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -3302115.250000 Penalty: 5034.843750
	Iteration 33Q: 3 clusters Score -3302115 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -3302120.000000 Penalty: 5034.843750
	Iteration 34Q: 3 clusters Score -3302120 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -3302130.000000 Penalty: 5034.843750
	Iteration 35Q: 3 clusters Score -3302130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -3302130.750000 Penalty: 5034.843750
	Iteration 36Q: 3 clusters Score -3302131 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -3302139.000000 Penalty: 5034.843750
	Iteration 37Q: 3 clusters Score -3302139 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -3302139.500000 Penalty: 5034.843750
	Iteration 38Q: 3 clusters Score -3302140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -3302144.500000 Penalty: 5034.843750
	Iteration 39Q: 3 clusters Score -3302144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -3302145.250000 Penalty: 5034.843750
	Iteration 40F: 3 clusters Score -3302145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -3302145.250000 Penalty: 5034.843750
	Iteration 41Q: 3 clusters Score -3302145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -3302153.000000 Penalty: 5034.843750
	Iteration 42Q: 3 clusters Score -3302153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -3302147.500000 Penalty: 5034.843750
	Iteration 43Q: 3 clusters Score -3302148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -3302155.750000 Penalty: 5034.843750
	Iteration 44Q: 3 clusters Score -3302156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -3302159.500000 Penalty: 5034.843750
	Iteration 45Q: 3 clusters Score -3302160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -3302161.250000 Penalty: 5034.843750
	Iteration 46Q: 3 clusters Score -3302161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -3302161.000000 Penalty: 5034.843750
	Iteration 47Q: 3 clusters Score -3302161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -3302166.250000 Penalty: 5034.843750
	Iteration 48Q: 3 clusters Score -3302166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -3302169.750000 Penalty: 5034.843750
	Iteration 49Q: 3 clusters Score -3302170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -3302175.500000 Penalty: 5034.843750
	Iteration 50Q: 3 clusters Score -3302176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -3302179.250000 Penalty: 5034.843750
	Iteration 51Q: 3 clusters Score -3302179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -3302183.000000 Penalty: 5034.843750
	Iteration 52Q: 3 clusters Score -3302183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -3302187.750000 Penalty: 5034.843750
	Iteration 53Q: 3 clusters Score -3302188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -3302190.000000 Penalty: 5034.843750
	Iteration 54Q: 3 clusters Score -3302190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -3302191.500000 Penalty: 5034.843750
	Iteration 55Q: 3 clusters Score -3302192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -3302190.000000 Penalty: 5034.843750
	Iteration 56Q: 3 clusters Score -3302190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -3302196.250000 Penalty: 5034.843750
	Iteration 57Q: 3 clusters Score -3302196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -3302198.750000 Penalty: 5034.843750
	Iteration 58Q: 3 clusters Score -3302199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -3302200.750000 Penalty: 5034.843750
	Iteration 59Q: 3 clusters Score -3302201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -3302200.500000 Penalty: 5034.843750
	Iteration 60F: 3 clusters Score -3302200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -3302203.500000 Penalty: 5034.843750
	Iteration 61Q: 3 clusters Score -3302204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -3302208.000000 Penalty: 5034.843750
	Iteration 62Q: 3 clusters Score -3302208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -3302201.750000 Penalty: 5034.843750
	Iteration 63Q: 3 clusters Score -3302202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -3302209.250000 Penalty: 5034.843750
	Iteration 64Q: 3 clusters Score -3302209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -3302210.000000 Penalty: 5034.843750
	Iteration 65Q: 3 clusters Score -3302210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -3302211.000000 Penalty: 5034.843750
	Iteration 66Q: 3 clusters Score -3302211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -3302210.000000 Penalty: 5034.843750
	Iteration 67Q: 3 clusters Score -3302210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -3302209.250000 Penalty: 5034.843750
	Iteration 68Q: 3 clusters Score -3302209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -3302211.000000 Penalty: 5034.843750
	Iteration 69Q: 3 clusters Score -3302211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -3302211.000000 Penalty: 5034.843750
	Iteration 70Q: 3 clusters Score -3302211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -3302209.750000 Penalty: 5034.843750
	Iteration 71Q: 3 clusters Score -3302210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -3302210.000000 Penalty: 5034.843750
	Iteration 72Q: 3 clusters Score -3302210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -3302210.500000 Penalty: 5034.843750
	Iteration 73Q: 3 clusters Score -3302210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -3302214.750000 Penalty: 5034.843750
	Iteration 74Q: 3 clusters Score -3302215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -3302219.500000 Penalty: 5034.843750
	Iteration 75Q: 3 clusters Score -3302220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -3302218.000000 Penalty: 5034.843750
	Iteration 76Q: 3 clusters Score -3302218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -3302227.000000 Penalty: 5034.843750
	Iteration 77Q: 3 clusters Score -3302227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -3302228.000000 Penalty: 5034.843750
	Iteration 78Q: 3 clusters Score -3302228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -3302228.000000 Penalty: 5034.843750
	Iteration 79F: 3 clusters Score -3302228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Entering Unmasked Estep 
Score: -2704528.000000 Penalty: 2467.822266
	Iteration 0F: 2 clusters Score -2704528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -2689888.250000 Penalty: 4935.644531
	Iteration 0F: 3 clusters Score -2689888 nChanged 9191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -2694719.500000 Penalty: 4935.644531
	Iteration 1F: 3 clusters Score -2694720 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2695125.250000 Penalty: 4935.644531
	Iteration 2F: 3 clusters Score -2695125 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -2695431.250000 Penalty: 4935.644531
	Iteration 3Q: 3 clusters Score -2695431 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -2695712.000000 Penalty: 4935.644531
	Iteration 4Q: 3 clusters Score -2695712 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -2696073.250000 Penalty: 4935.644531
	Iteration 5Q: 3 clusters Score -2696073 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -2696500.750000 Penalty: 4935.644531
	Iteration 6Q: 3 clusters Score -2696501 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -2697072.750000 Penalty: 4935.644531
	Iteration 7Q: 3 clusters Score -2697073 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -2697808.750000 Penalty: 4935.644531
	Iteration 8F: 3 clusters Score -2697809 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -2698704.750000 Penalty: 4935.644531
	Iteration 9F: 3 clusters Score -2698705 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -2699689.000000 Penalty: 4935.644531
	Iteration 10F: 3 clusters Score -2699689 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -2700663.750000 Penalty: 4935.644531
	Iteration 11F: 3 clusters Score -2700664 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -2701402.000000 Penalty: 4935.644531
	Iteration 12Q: 3 clusters Score -2701402 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -2701792.500000 Penalty: 4935.644531
	Iteration 13Q: 3 clusters Score -2701792 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -2701998.000000 Penalty: 4935.644531
	Iteration 14Q: 3 clusters Score -2701998 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -2702123.750000 Penalty: 4935.644531
	Iteration 15Q: 3 clusters Score -2702124 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -2702205.750000 Penalty: 4935.644531
	Iteration 16Q: 3 clusters Score -2702206 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -2702246.250000 Penalty: 4935.644531
	Iteration 17Q: 3 clusters Score -2702246 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -2702277.250000 Penalty: 4935.644531
	Iteration 18Q: 3 clusters Score -2702277 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -2702322.500000 Penalty: 4935.644531
	Iteration 19Q: 3 clusters Score -2702322 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -2702354.500000 Penalty: 4935.644531
	Iteration 20F: 3 clusters Score -2702354 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -2702391.500000 Penalty: 4935.644531
	Iteration 21Q: 3 clusters Score -2702392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -2702407.750000 Penalty: 4935.644531
	Iteration 22Q: 3 clusters Score -2702408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -2702426.000000 Penalty: 4935.644531
	Iteration 23Q: 3 clusters Score -2702426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -2702437.500000 Penalty: 4935.644531
	Iteration 24Q: 3 clusters Score -2702438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -2702449.000000 Penalty: 4935.644531
	Iteration 25Q: 3 clusters Score -2702449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -2702450.750000 Penalty: 4935.644531
	Iteration 26Q: 3 clusters Score -2702451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -2702453.500000 Penalty: 4935.644531
	Iteration 27Q: 3 clusters Score -2702454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -2702454.750000 Penalty: 4935.644531
	Iteration 28Q: 3 clusters Score -2702455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -2702459.750000 Penalty: 4935.644531
	Iteration 29Q: 3 clusters Score -2702460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -2702459.500000 Penalty: 4935.644531
	Iteration 30Q: 3 clusters Score -2702460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -2702459.500000 Penalty: 4935.644531
	Iteration 31F: 3 clusters Score -2702460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Entering Unmasked Estep 
Score: -94453.421875 Penalty: 1644.082031
	Iteration 0F: 2 clusters Score -94453.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -92704.968750 Penalty: 3288.164062
	Iteration 0F: 3 clusters Score -92704.97 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -92899.578125 Penalty: 3288.164062
	Iteration 1F: 3 clusters Score -92899.58 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -92968.625000 Penalty: 3288.164062
	Iteration 2F: 3 clusters Score -92968.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -92992.156250 Penalty: 3288.164062
	Iteration 3Q: 3 clusters Score -92992.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -93017.273438 Penalty: 3288.164062
	Iteration 4Q: 3 clusters Score -93017.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -93042.320312 Penalty: 3288.164062
	Iteration 5Q: 3 clusters Score -93042.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -93048.328125 Penalty: 3288.164062
	Iteration 6Q: 3 clusters Score -93048.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -93056.414062 Penalty: 3288.164062
	Iteration 7Q: 3 clusters Score -93056.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -93063.906250 Penalty: 3288.164062
	Iteration 8Q: 3 clusters Score -93063.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -93065.750000 Penalty: 3288.164062
	Iteration 9Q: 3 clusters Score -93065.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -93066.625000 Penalty: 3288.164062
	Iteration 10Q: 3 clusters Score -93066.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -93066.625000 Penalty: 3288.164062
	Iteration 11F: 3 clusters Score -93066.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -52737.804688 Penalty: 1541.718262
	Iteration 0F: 2 clusters Score -52737.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -51363.117188 Penalty: 3083.436523
	Iteration 0F: 3 clusters Score -51363.12 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -51726.554688 Penalty: 3083.436523
	Iteration 1F: 3 clusters Score -51726.55 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -52070.503906 Penalty: 3083.436523
	Iteration 2F: 3 clusters Score -52070.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -52730.875000 Penalty: 3083.436523
	Iteration 3F: 3 clusters Score -52730.88 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -53068.468750 Penalty: 3083.436523
	Iteration 4F: 3 clusters Score -53068.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -53284.324219 Penalty: 3083.436523
	Iteration 5Q: 3 clusters Score -53284.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -53352.843750 Penalty: 3083.436523
	Iteration 6Q: 3 clusters Score -53352.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -53352.843750 Penalty: 3083.436523
	Iteration 7F: 3 clusters Score -53352.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 25614 members 
Mstep: Class 3 contains 20971 members 
Mstep: Class 4 contains 757 members 
Mstep: Class 5 contains 389 members 
Mstep: Class 6 contains 9539 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 41713 members 
Mstep: Class 11 contains 20020 members 
Mstep: Class 12 contains 209049 members 
Mstep: Class 13 contains 112 members 
Mstep: Class 16 contains 95974 members 
Mstep: Class 17 contains 6303 members 
Mstep: Class 18 contains 5290 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
Score: -57709508.000000 Penalty: 61452.480469
Splitting cluster 5 changes total score from -57710684.000000 to -57709508.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (9539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Entering Unmasked Estep 
Score: -1222265.750000 Penalty: 2272.459717
	Iteration 0F: 2 clusters Score -1222266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1214970.625000 Penalty: 4544.919434
	Iteration 0F: 3 clusters Score -1214971 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1217208.625000 Penalty: 4544.919434
	Iteration 1F: 3 clusters Score -1217209 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1217713.625000 Penalty: 4544.919434
	Iteration 2F: 3 clusters Score -1217714 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1218136.250000 Penalty: 4544.919434
	Iteration 3F: 3 clusters Score -1218136 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1218558.250000 Penalty: 4544.919434
	Iteration 4F: 3 clusters Score -1218558 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1218989.000000 Penalty: 4544.919434
	Iteration 5F: 3 clusters Score -1218989 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1219383.625000 Penalty: 4544.919434
	Iteration 6F: 3 clusters Score -1219384 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1219758.500000 Penalty: 4544.919434
	Iteration 7F: 3 clusters Score -1219758 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1220080.375000 Penalty: 4544.919434
	Iteration 8Q: 3 clusters Score -1220080 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1220308.625000 Penalty: 4544.919434
	Iteration 9Q: 3 clusters Score -1220309 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1220444.875000 Penalty: 4544.919434
	Iteration 10Q: 3 clusters Score -1220445 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1220516.000000 Penalty: 4544.919434
	Iteration 11Q: 3 clusters Score -1220516 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1220553.375000 Penalty: 4544.919434
	Iteration 12Q: 3 clusters Score -1220553 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1220569.625000 Penalty: 4544.919434
	Iteration 13Q: 3 clusters Score -1220570 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1220587.500000 Penalty: 4544.919434
	Iteration 14Q: 3 clusters Score -1220588 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1220607.250000 Penalty: 4544.919434
	Iteration 15Q: 3 clusters Score -1220607 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1220616.250000 Penalty: 4544.919434
	Iteration 16Q: 3 clusters Score -1220616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1220625.000000 Penalty: 4544.919434
	Iteration 17Q: 3 clusters Score -1220625 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1220631.375000 Penalty: 4544.919434
	Iteration 18Q: 3 clusters Score -1220631 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1220638.875000 Penalty: 4544.919434
	Iteration 19Q: 3 clusters Score -1220639 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1220641.250000 Penalty: 4544.919434
	Iteration 20F: 3 clusters Score -1220641 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1220648.000000 Penalty: 4544.919434
	Iteration 21Q: 3 clusters Score -1220648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1220650.125000 Penalty: 4544.919434
	Iteration 22Q: 3 clusters Score -1220650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1220655.750000 Penalty: 4544.919434
	Iteration 23Q: 3 clusters Score -1220656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1220659.500000 Penalty: 4544.919434
	Iteration 24Q: 3 clusters Score -1220660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1220665.625000 Penalty: 4544.919434
	Iteration 25Q: 3 clusters Score -1220666 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1220669.500000 Penalty: 4544.919434
	Iteration 26Q: 3 clusters Score -1220670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1220672.875000 Penalty: 4544.919434
	Iteration 27Q: 3 clusters Score -1220673 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1220674.500000 Penalty: 4544.919434
	Iteration 28Q: 3 clusters Score -1220674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1220680.000000 Penalty: 4544.919434
	Iteration 29Q: 3 clusters Score -1220680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1220679.125000 Penalty: 4544.919434
	Iteration 30Q: 3 clusters Score -1220679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1220681.250000 Penalty: 4544.919434
	Iteration 31Q: 3 clusters Score -1220681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1220686.875000 Penalty: 4544.919434
	Iteration 32Q: 3 clusters Score -1220687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1220688.500000 Penalty: 4544.919434
	Iteration 33Q: 3 clusters Score -1220688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1220690.000000 Penalty: 4544.919434
	Iteration 34Q: 3 clusters Score -1220690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1220694.000000 Penalty: 4544.919434
	Iteration 35Q: 3 clusters Score -1220694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1220696.375000 Penalty: 4544.919434
	Iteration 36Q: 3 clusters Score -1220696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1220698.625000 Penalty: 4544.919434
	Iteration 37Q: 3 clusters Score -1220699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1220698.375000 Penalty: 4544.919434
	Iteration 38Q: 3 clusters Score -1220698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1220704.250000 Penalty: 4544.919434
	Iteration 39Q: 3 clusters Score -1220704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1220706.000000 Penalty: 4544.919434
	Iteration 40F: 3 clusters Score -1220706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1220706.625000 Penalty: 4544.919434
	Iteration 41Q: 3 clusters Score -1220707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1220708.250000 Penalty: 4544.919434
	Iteration 42Q: 3 clusters Score -1220708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1220712.375000 Penalty: 4544.919434
	Iteration 43Q: 3 clusters Score -1220712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1220716.375000 Penalty: 4544.919434
	Iteration 44Q: 3 clusters Score -1220716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1220718.375000 Penalty: 4544.919434
	Iteration 45Q: 3 clusters Score -1220718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1220722.500000 Penalty: 4544.919434
	Iteration 46Q: 3 clusters Score -1220722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1220723.250000 Penalty: 4544.919434
	Iteration 47Q: 3 clusters Score -1220723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1220730.375000 Penalty: 4544.919434
	Iteration 48Q: 3 clusters Score -1220730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1220730.500000 Penalty: 4544.919434
	Iteration 49Q: 3 clusters Score -1220730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1220732.375000 Penalty: 4544.919434
	Iteration 50Q: 3 clusters Score -1220732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1220738.000000 Penalty: 4544.919434
	Iteration 51Q: 3 clusters Score -1220738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1220735.375000 Penalty: 4544.919434
	Iteration 52Q: 3 clusters Score -1220735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1220739.375000 Penalty: 4544.919434
	Iteration 53Q: 3 clusters Score -1220739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1220735.750000 Penalty: 4544.919434
	Iteration 54Q: 3 clusters Score -1220736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1220736.500000 Penalty: 4544.919434
	Iteration 55Q: 3 clusters Score -1220736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1220739.000000 Penalty: 4544.919434
	Iteration 56Q: 3 clusters Score -1220739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1220744.750000 Penalty: 4544.919434
	Iteration 57Q: 3 clusters Score -1220745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1220748.500000 Penalty: 4544.919434
	Iteration 58Q: 3 clusters Score -1220748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1220750.500000 Penalty: 4544.919434
	Iteration 59Q: 3 clusters Score -1220750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1220755.875000 Penalty: 4544.919434
	Iteration 60F: 3 clusters Score -1220756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1220754.875000 Penalty: 4544.919434
	Iteration 61Q: 3 clusters Score -1220755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1220755.625000 Penalty: 4544.919434
	Iteration 62Q: 3 clusters Score -1220756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1220755.500000 Penalty: 4544.919434
	Iteration 63Q: 3 clusters Score -1220756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1220755.500000 Penalty: 4544.919434
	Iteration 64F: 3 clusters Score -1220756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -60580.558594 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -60580.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -59038.914062 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -59038.91 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -59211.652344 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -59211.65 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -59277.492188 Penalty: 3127.006592
	Iteration 2Q: 3 clusters Score -59277.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -59333.351562 Penalty: 3127.006592
	Iteration 3Q: 3 clusters Score -59333.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -59465.730469 Penalty: 3127.006592
	Iteration 4Q: 3 clusters Score -59465.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -59538.968750 Penalty: 3127.006592
	Iteration 5Q: 3 clusters Score -59538.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -59553.003906 Penalty: 3127.006592
	Iteration 6Q: 3 clusters Score -59553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -59556.976562 Penalty: 3127.006592
	Iteration 7Q: 3 clusters Score -59556.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -59556.976562 Penalty: 3127.006592
	Iteration 8F: 3 clusters Score -59556.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -32030.804688 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -32030.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -30760.744141 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -30760.74 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -30944.619141 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -30944.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31027.234375 Penalty: 2856.415283
	Iteration 2F: 3 clusters Score -31027.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -31150.103516 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -31150.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -31231.628906 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -31231.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -31425.542969 Penalty: 2856.415283
	Iteration 5F: 3 clusters Score -31425.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -31520.175781 Penalty: 2856.415283
	Iteration 6Q: 3 clusters Score -31520.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -31554.095703 Penalty: 2856.415283
	Iteration 7Q: 3 clusters Score -31554.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -31597.158203 Penalty: 2856.415283
	Iteration 8Q: 3 clusters Score -31597.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -31645.822266 Penalty: 2856.415283
	Iteration 9Q: 3 clusters Score -31645.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -31674.484375 Penalty: 2856.415283
	Iteration 10Q: 3 clusters Score -31674.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -31674.484375 Penalty: 2856.415283
	Iteration 11F: 3 clusters Score -31674.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Entering Unmasked Estep 
Score: -70477.359375 Penalty: 1617.843506
	Iteration 0F: 2 clusters Score -70477.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -68894.859375 Penalty: 3235.687012
	Iteration 0F: 3 clusters Score -68894.86 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -69181.093750 Penalty: 3235.687012
	Iteration 1F: 3 clusters Score -69181.09 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -69321.367188 Penalty: 3235.687012
	Iteration 2F: 3 clusters Score -69321.37 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -69388.500000 Penalty: 3235.687012
	Iteration 3Q: 3 clusters Score -69388.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -69422.726562 Penalty: 3235.687012
	Iteration 4Q: 3 clusters Score -69422.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -69449.210938 Penalty: 3235.687012
	Iteration 5Q: 3 clusters Score -69449.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -69468.882812 Penalty: 3235.687012
	Iteration 6Q: 3 clusters Score -69468.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -69504.273438 Penalty: 3235.687012
	Iteration 7Q: 3 clusters Score -69504.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -69522.460938 Penalty: 3235.687012
	Iteration 8Q: 3 clusters Score -69522.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -69543.828125 Penalty: 3235.687012
	Iteration 9Q: 3 clusters Score -69543.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -69578.234375 Penalty: 3235.687012
	Iteration 10Q: 3 clusters Score -69578.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -69617.875000 Penalty: 3235.687012
	Iteration 11Q: 3 clusters Score -69617.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -69643.031250 Penalty: 3235.687012
	Iteration 12Q: 3 clusters Score -69643.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -69661.453125 Penalty: 3235.687012
	Iteration 13Q: 3 clusters Score -69661.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -69685.093750 Penalty: 3235.687012
	Iteration 14Q: 3 clusters Score -69685.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -69697.921875 Penalty: 3235.687012
	Iteration 15Q: 3 clusters Score -69697.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -69719.367188 Penalty: 3235.687012
	Iteration 16Q: 3 clusters Score -69719.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -69727.187500 Penalty: 3235.687012
	Iteration 17Q: 3 clusters Score -69727.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -69736.351562 Penalty: 3235.687012
	Iteration 18Q: 3 clusters Score -69736.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -69737.695312 Penalty: 3235.687012
	Iteration 19Q: 3 clusters Score -69737.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -69737.695312 Penalty: 3235.687012
	Iteration 20F: 3 clusters Score -69737.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (41713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41713 members 
Entering Unmasked Estep 
Score: -5354529.000000 Penalty: 2638.364746
	Iteration 0F: 2 clusters Score -5354529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -5326251.500000 Penalty: 5276.729492
	Iteration 0F: 3 clusters Score -5326252 nChanged 19129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -5336874.500000 Penalty: 5276.729492
	Iteration 1F: 3 clusters Score -5336874 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -5337400.000000 Penalty: 5276.729492
	Iteration 2Q: 3 clusters Score -5337400 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -5337929.000000 Penalty: 5276.729492
	Iteration 3Q: 3 clusters Score -5337929 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -5338396.000000 Penalty: 5276.729492
	Iteration 4Q: 3 clusters Score -5338396 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -5338905.000000 Penalty: 5276.729492
	Iteration 5Q: 3 clusters Score -5338905 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -5339471.500000 Penalty: 5276.729492
	Iteration 6Q: 3 clusters Score -5339472 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -5340115.000000 Penalty: 5276.729492
	Iteration 7Q: 3 clusters Score -5340115 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -5340965.000000 Penalty: 5276.729492
	Iteration 8Q: 3 clusters Score -5340965 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -5342043.000000 Penalty: 5276.729492
	Iteration 9Q: 3 clusters Score -5342043 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -5343467.000000 Penalty: 5276.729492
	Iteration 10F: 3 clusters Score -5343467 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -5345221.000000 Penalty: 5276.729492
	Iteration 11F: 3 clusters Score -5345221 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -5347081.500000 Penalty: 5276.729492
	Iteration 12F: 3 clusters Score -5347082 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -5348846.500000 Penalty: 5276.729492
	Iteration 13Q: 3 clusters Score -5348846 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -5350198.500000 Penalty: 5276.729492
	Iteration 14Q: 3 clusters Score -5350198 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -5351057.000000 Penalty: 5276.729492
	Iteration 15Q: 3 clusters Score -5351057 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -5351557.000000 Penalty: 5276.729492
	Iteration 16Q: 3 clusters Score -5351557 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -5351861.500000 Penalty: 5276.729492
	Iteration 17Q: 3 clusters Score -5351862 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5352058.500000 Penalty: 5276.729492
	Iteration 18Q: 3 clusters Score -5352058 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5352173.500000 Penalty: 5276.729492
	Iteration 19Q: 3 clusters Score -5352174 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5352231.500000 Penalty: 5276.729492
	Iteration 20F: 3 clusters Score -5352232 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5352274.500000 Penalty: 5276.729492
	Iteration 21Q: 3 clusters Score -5352274 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41255 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5352322.500000 Penalty: 5276.729492
	Iteration 22Q: 3 clusters Score -5352322 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5352342.000000 Penalty: 5276.729492
	Iteration 23Q: 3 clusters Score -5352342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5352363.000000 Penalty: 5276.729492
	Iteration 24Q: 3 clusters Score -5352363 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -5352380.500000 Penalty: 5276.729492
	Iteration 25Q: 3 clusters Score -5352380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41313 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5352382.500000 Penalty: 5276.729492
	Iteration 26Q: 3 clusters Score -5352382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -5352395.000000 Penalty: 5276.729492
	Iteration 27Q: 3 clusters Score -5352395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41320 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5352396.500000 Penalty: 5276.729492
	Iteration 28Q: 3 clusters Score -5352396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5352400.500000 Penalty: 5276.729492
	Iteration 29Q: 3 clusters Score -5352400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41327 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5352404.000000 Penalty: 5276.729492
	Iteration 30Q: 3 clusters Score -5352404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5352405.000000 Penalty: 5276.729492
	Iteration 31Q: 3 clusters Score -5352405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5352403.500000 Penalty: 5276.729492
	Iteration 32Q: 3 clusters Score -5352404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5352403.500000 Penalty: 5276.729492
	Iteration 33F: 3 clusters Score -5352404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Entering Unmasked Estep 
Score: -2480125.750000 Penalty: 2456.312744
	Iteration 0F: 2 clusters Score -2480126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2465934.500000 Penalty: 4912.625488
	Iteration 0F: 3 clusters Score -2465934 nChanged 8902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2471476.500000 Penalty: 4912.625488
	Iteration 1F: 3 clusters Score -2471476 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2472881.000000 Penalty: 4912.625488
	Iteration 2F: 3 clusters Score -2472881 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -2474379.000000 Penalty: 4912.625488
	Iteration 3F: 3 clusters Score -2474379 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -2475910.000000 Penalty: 4912.625488
	Iteration 4F: 3 clusters Score -2475910 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -2477226.250000 Penalty: 4912.625488
	Iteration 5F: 3 clusters Score -2477226 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -2478058.750000 Penalty: 4912.625488
	Iteration 6F: 3 clusters Score -2478059 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -2478538.250000 Penalty: 4912.625488
	Iteration 7Q: 3 clusters Score -2478538 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -2478819.500000 Penalty: 4912.625488
	Iteration 8Q: 3 clusters Score -2478820 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2479001.750000 Penalty: 4912.625488
	Iteration 9Q: 3 clusters Score -2479002 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2479154.000000 Penalty: 4912.625488
	Iteration 10Q: 3 clusters Score -2479154 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2479265.000000 Penalty: 4912.625488
	Iteration 11Q: 3 clusters Score -2479265 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2479361.750000 Penalty: 4912.625488
	Iteration 12Q: 3 clusters Score -2479362 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2479446.500000 Penalty: 4912.625488
	Iteration 13Q: 3 clusters Score -2479446 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2479524.250000 Penalty: 4912.625488
	Iteration 14Q: 3 clusters Score -2479524 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2479595.000000 Penalty: 4912.625488
	Iteration 15Q: 3 clusters Score -2479595 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2479634.250000 Penalty: 4912.625488
	Iteration 16Q: 3 clusters Score -2479634 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2479663.750000 Penalty: 4912.625488
	Iteration 17Q: 3 clusters Score -2479664 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2479693.750000 Penalty: 4912.625488
	Iteration 18Q: 3 clusters Score -2479694 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2479723.250000 Penalty: 4912.625488
	Iteration 19Q: 3 clusters Score -2479723 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2479741.250000 Penalty: 4912.625488
	Iteration 20F: 3 clusters Score -2479741 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2479754.750000 Penalty: 4912.625488
	Iteration 21Q: 3 clusters Score -2479755 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2479769.750000 Penalty: 4912.625488
	Iteration 22Q: 3 clusters Score -2479770 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2479780.750000 Penalty: 4912.625488
	Iteration 23Q: 3 clusters Score -2479781 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2479797.750000 Penalty: 4912.625488
	Iteration 24Q: 3 clusters Score -2479798 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2479815.750000 Penalty: 4912.625488
	Iteration 25Q: 3 clusters Score -2479816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2479833.000000 Penalty: 4912.625488
	Iteration 26Q: 3 clusters Score -2479833 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2479849.250000 Penalty: 4912.625488
	Iteration 27Q: 3 clusters Score -2479849 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2479877.000000 Penalty: 4912.625488
	Iteration 28Q: 3 clusters Score -2479877 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2479913.250000 Penalty: 4912.625488
	Iteration 29Q: 3 clusters Score -2479913 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2479938.000000 Penalty: 4912.625488
	Iteration 30Q: 3 clusters Score -2479938 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2479950.000000 Penalty: 4912.625488
	Iteration 31Q: 3 clusters Score -2479950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2479953.500000 Penalty: 4912.625488
	Iteration 32Q: 3 clusters Score -2479954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2479951.000000 Penalty: 4912.625488
	Iteration 33Q: 3 clusters Score -2479951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2479954.750000 Penalty: 4912.625488
	Iteration 34Q: 3 clusters Score -2479955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2479954.500000 Penalty: 4912.625488
	Iteration 35Q: 3 clusters Score -2479954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2479959.250000 Penalty: 4912.625488
	Iteration 36Q: 3 clusters Score -2479959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2479960.500000 Penalty: 4912.625488
	Iteration 37Q: 3 clusters Score -2479960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2479960.500000 Penalty: 4912.625488
	Iteration 38F: 3 clusters Score -2479960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (209049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209049 members 
Entering Unmasked Estep 
Score: -26398162.000000 Penalty: 3038.080322
	Iteration 0F: 2 clusters Score -2.639816e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104846 members 
Mstep: Class 2 contains 104203 members 
Entering Unmasked Estep 
Score: -26263742.000000 Penalty: 6076.160645
	Iteration 0F: 3 clusters Score -2.626374e+07 nChanged 100620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112256 members 
Mstep: Class 2 contains 96793 members 
Entering Unmasked Estep 
Score: -26323146.000000 Penalty: 6076.160645
	Iteration 1F: 3 clusters Score -2.632315e+07 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116520 members 
Mstep: Class 2 contains 92529 members 
Entering Unmasked Estep 
Score: -26325208.000000 Penalty: 6076.160645
	Iteration 2Q: 3 clusters Score -2.632521e+07 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122920 members 
Mstep: Class 2 contains 86129 members 
Entering Unmasked Estep 
Score: -26328310.000000 Penalty: 6076.160645
	Iteration 3Q: 3 clusters Score -2.632831e+07 nChanged 10488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132224 members 
Mstep: Class 2 contains 76825 members 
Entering Unmasked Estep 
Score: -26333778.000000 Penalty: 6076.160645
	Iteration 4F: 3 clusters Score -2.633378e+07 nChanged 13388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144972 members 
Mstep: Class 2 contains 64077 members 
Entering Unmasked Estep 
Score: -26342896.000000 Penalty: 6076.160645
	Iteration 5F: 3 clusters Score -2.63429e+07 nChanged 16066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160736 members 
Mstep: Class 2 contains 48313 members 
Entering Unmasked Estep 
Score: -26355808.000000 Penalty: 6076.160645
	Iteration 6F: 3 clusters Score -2.635581e+07 nChanged 16463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177011 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -26370696.000000 Penalty: 6076.160645
	Iteration 7F: 3 clusters Score -2.63707e+07 nChanged 13566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190383 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -26383124.000000 Penalty: 6076.160645
	Iteration 8F: 3 clusters Score -2.638312e+07 nChanged 8877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199090 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -26390464.000000 Penalty: 6076.160645
	Iteration 9Q: 3 clusters Score -2.639046e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203559 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -26394028.000000 Penalty: 6076.160645
	Iteration 10Q: 3 clusters Score -2.639403e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205545 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -26395512.000000 Penalty: 6076.160645
	Iteration 11Q: 3 clusters Score -2.639551e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206324 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -26396144.000000 Penalty: 6076.160645
	Iteration 12Q: 3 clusters Score -2.639614e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206660 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -26396530.000000 Penalty: 6076.160645
	Iteration 13Q: 3 clusters Score -2.639653e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206801 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -26396698.000000 Penalty: 6076.160645
	Iteration 14Q: 3 clusters Score -2.63967e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206866 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -26396872.000000 Penalty: 6076.160645
	Iteration 15Q: 3 clusters Score -2.639687e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206893 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -26396956.000000 Penalty: 6076.160645
	Iteration 16Q: 3 clusters Score -2.639696e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206892 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -26397132.000000 Penalty: 6076.160645
	Iteration 17Q: 3 clusters Score -2.639713e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206872 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -26397226.000000 Penalty: 6076.160645
	Iteration 18Q: 3 clusters Score -2.639723e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206849 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -26397398.000000 Penalty: 6076.160645
	Iteration 19Q: 3 clusters Score -2.63974e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206803 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -26397598.000000 Penalty: 6076.160645
	Iteration 20F: 3 clusters Score -2.63976e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206754 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -26397792.000000 Penalty: 6076.160645
	Iteration 21Q: 3 clusters Score -2.639779e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206696 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -26397928.000000 Penalty: 6076.160645
	Iteration 22Q: 3 clusters Score -2.639793e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206639 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -26397994.000000 Penalty: 6076.160645
	Iteration 23Q: 3 clusters Score -2.639799e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206568 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -26398072.000000 Penalty: 6076.160645
	Iteration 24Q: 3 clusters Score -2.639807e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206473 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -26398188.000000 Penalty: 6076.160645
	Iteration 25Q: 3 clusters Score -2.639819e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206386 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -26398310.000000 Penalty: 6076.160645
	Iteration 26Q: 3 clusters Score -2.639831e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206324 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -26398298.000000 Penalty: 6076.160645
	Iteration 27Q: 3 clusters Score -2.63983e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206269 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -26398332.000000 Penalty: 6076.160645
	Iteration 28Q: 3 clusters Score -2.639833e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206221 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -26398352.000000 Penalty: 6076.160645
	Iteration 29Q: 3 clusters Score -2.639835e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206184 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -26398346.000000 Penalty: 6076.160645
	Iteration 30Q: 3 clusters Score -2.639835e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206156 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -26398364.000000 Penalty: 6076.160645
	Iteration 31Q: 3 clusters Score -2.639836e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206131 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -26398346.000000 Penalty: 6076.160645
	Iteration 32Q: 3 clusters Score -2.639835e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206103 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -26398354.000000 Penalty: 6076.160645
	Iteration 33Q: 3 clusters Score -2.639835e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206082 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -26398376.000000 Penalty: 6076.160645
	Iteration 34Q: 3 clusters Score -2.639838e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206064 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -26398388.000000 Penalty: 6076.160645
	Iteration 35Q: 3 clusters Score -2.639839e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206041 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -26398402.000000 Penalty: 6076.160645
	Iteration 36Q: 3 clusters Score -2.63984e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206010 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -26398406.000000 Penalty: 6076.160645
	Iteration 37Q: 3 clusters Score -2.639841e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205990 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -26398442.000000 Penalty: 6076.160645
	Iteration 38Q: 3 clusters Score -2.639844e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205978 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -26398460.000000 Penalty: 6076.160645
	Iteration 39Q: 3 clusters Score -2.639846e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205968 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -26398460.000000 Penalty: 6076.160645
	Iteration 40F: 3 clusters Score -2.639846e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205960 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -26398454.000000 Penalty: 6076.160645
	Iteration 41Q: 3 clusters Score -2.639845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205961 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -26398468.000000 Penalty: 6076.160645
	Iteration 42Q: 3 clusters Score -2.639847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205960 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -26398454.000000 Penalty: 6076.160645
	Iteration 43Q: 3 clusters Score -2.639845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205956 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -26398474.000000 Penalty: 6076.160645
	Iteration 44Q: 3 clusters Score -2.639847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205953 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -26398472.000000 Penalty: 6076.160645
	Iteration 45Q: 3 clusters Score -2.639847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205953 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -26398486.000000 Penalty: 6076.160645
	Iteration 46Q: 3 clusters Score -2.639849e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205954 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -26398476.000000 Penalty: 6076.160645
	Iteration 47Q: 3 clusters Score -2.639848e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205954 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -26398476.000000 Penalty: 6076.160645
	Iteration 48F: 3 clusters Score -2.639848e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 25614 members 
Mstep: Class 3 contains 20971 members 
Mstep: Class 4 contains 757 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9539 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 41713 members 
Mstep: Class 11 contains 20020 members 
Mstep: Class 12 contains 205954 members 
Mstep: Class 13 contains 3095 members 
Mstep: Class 16 contains 95974 members 
Mstep: Class 17 contains 6303 members 
Mstep: Class 18 contains 5290 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
Score: -57710720.000000 Penalty: 61452.480469
Splitting cluster 12 changes total score from -57710684.000000 to -57710720.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 16 (95974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95974 members 
Entering Unmasked Estep 
Score: -12338302.000000 Penalty: 2845.014404
	Iteration 0F: 2 clusters Score -1.23383e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48055 members 
Mstep: Class 2 contains 47919 members 
Entering Unmasked Estep 
Score: -12274053.000000 Penalty: 5690.028809
	Iteration 0F: 3 clusters Score -1.227405e+07 nChanged 45280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47865 members 
Mstep: Class 2 contains 48109 members 
Entering Unmasked Estep 
Score: -12299676.000000 Penalty: 5690.028809
	Iteration 1F: 3 clusters Score -1.229968e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47718 members 
Mstep: Class 2 contains 48256 members 
Entering Unmasked Estep 
Score: -12300264.000000 Penalty: 5690.028809
	Iteration 2Q: 3 clusters Score -1.230026e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47540 members 
Mstep: Class 2 contains 48434 members 
Entering Unmasked Estep 
Score: -12300953.000000 Penalty: 5690.028809
	Iteration 3Q: 3 clusters Score -1.230095e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47339 members 
Mstep: Class 2 contains 48635 members 
Entering Unmasked Estep 
Score: -12301503.000000 Penalty: 5690.028809
	Iteration 4Q: 3 clusters Score -1.23015e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47165 members 
Mstep: Class 2 contains 48809 members 
Entering Unmasked Estep 
Score: -12302080.000000 Penalty: 5690.028809
	Iteration 5Q: 3 clusters Score -1.230208e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46977 members 
Mstep: Class 2 contains 48997 members 
Entering Unmasked Estep 
Score: -12302794.000000 Penalty: 5690.028809
	Iteration 6Q: 3 clusters Score -1.230279e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46896 members 
Mstep: Class 2 contains 49078 members 
Entering Unmasked Estep 
Score: -12303592.000000 Penalty: 5690.028809
	Iteration 7Q: 3 clusters Score -1.230359e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 49106 members 
Entering Unmasked Estep 
Score: -12304622.000000 Penalty: 5690.028809
	Iteration 8Q: 3 clusters Score -1.230462e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46991 members 
Mstep: Class 2 contains 48983 members 
Entering Unmasked Estep 
Score: -12305947.000000 Penalty: 5690.028809
	Iteration 9Q: 3 clusters Score -1.230595e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47411 members 
Mstep: Class 2 contains 48563 members 
Entering Unmasked Estep 
Score: -12308052.000000 Penalty: 5690.028809
	Iteration 10Q: 3 clusters Score -1.230805e+07 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48201 members 
Mstep: Class 2 contains 47773 members 
Entering Unmasked Estep 
Score: -12311073.000000 Penalty: 5690.028809
	Iteration 11F: 3 clusters Score -1.231107e+07 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49445 members 
Mstep: Class 2 contains 46529 members 
Entering Unmasked Estep 
Score: -12315359.000000 Penalty: 5690.028809
	Iteration 12F: 3 clusters Score -1.231536e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50877 members 
Mstep: Class 2 contains 45097 members 
Entering Unmasked Estep 
Score: -12319334.000000 Penalty: 5690.028809
	Iteration 13F: 3 clusters Score -1.231933e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52170 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -12321180.000000 Penalty: 5690.028809
	Iteration 14Q: 3 clusters Score -1.232118e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53424 members 
Mstep: Class 2 contains 42550 members 
Entering Unmasked Estep 
Score: -12322058.000000 Penalty: 5690.028809
	Iteration 15Q: 3 clusters Score -1.232206e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54661 members 
Mstep: Class 2 contains 41313 members 
Entering Unmasked Estep 
Score: -12322416.000000 Penalty: 5690.028809
	Iteration 16Q: 3 clusters Score -1.232242e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55927 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -12322828.000000 Penalty: 5690.028809
	Iteration 17Q: 3 clusters Score -1.232283e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57291 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -12323229.000000 Penalty: 5690.028809
	Iteration 18Q: 3 clusters Score -1.232323e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58776 members 
Mstep: Class 2 contains 37198 members 
Entering Unmasked Estep 
Score: -12323679.000000 Penalty: 5690.028809
	Iteration 19Q: 3 clusters Score -1.232368e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60322 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -12324229.000000 Penalty: 5690.028809
	Iteration 20F: 3 clusters Score -1.232423e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61984 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
Score: -12324865.000000 Penalty: 5690.028809
	Iteration 21Q: 3 clusters Score -1.232486e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63736 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -12325602.000000 Penalty: 5690.028809
	Iteration 22Q: 3 clusters Score -1.23256e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65569 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -12326351.000000 Penalty: 5690.028809
	Iteration 23Q: 3 clusters Score -1.232635e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67492 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -12327195.000000 Penalty: 5690.028809
	Iteration 24Q: 3 clusters Score -1.23272e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69433 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -12328120.000000 Penalty: 5690.028809
	Iteration 25Q: 3 clusters Score -1.232812e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71344 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -12329105.000000 Penalty: 5690.028809
	Iteration 26Q: 3 clusters Score -1.23291e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73166 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -12330095.000000 Penalty: 5690.028809
	Iteration 27Q: 3 clusters Score -1.23301e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74805 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -12330917.000000 Penalty: 5690.028809
	Iteration 28Q: 3 clusters Score -1.233092e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76319 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -12331672.000000 Penalty: 5690.028809
	Iteration 29Q: 3 clusters Score -1.233167e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77664 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -12332321.000000 Penalty: 5690.028809
	Iteration 30Q: 3 clusters Score -1.233232e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78868 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -12332810.000000 Penalty: 5690.028809
	Iteration 31Q: 3 clusters Score -1.233281e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79882 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -12333191.000000 Penalty: 5690.028809
	Iteration 32Q: 3 clusters Score -1.233319e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80795 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -12333500.000000 Penalty: 5690.028809
	Iteration 33Q: 3 clusters Score -1.23335e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81602 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -12333809.000000 Penalty: 5690.028809
	Iteration 34Q: 3 clusters Score -1.233381e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82336 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -12334025.000000 Penalty: 5690.028809
	Iteration 35Q: 3 clusters Score -1.233402e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82942 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -12334250.000000 Penalty: 5690.028809
	Iteration 36Q: 3 clusters Score -1.233425e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83473 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -12334341.000000 Penalty: 5690.028809
	Iteration 37Q: 3 clusters Score -1.233434e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83943 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -12334478.000000 Penalty: 5690.028809
	Iteration 38Q: 3 clusters Score -1.233448e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84366 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -12334560.000000 Penalty: 5690.028809
	Iteration 39Q: 3 clusters Score -1.233456e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84781 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -12334638.000000 Penalty: 5690.028809
	Iteration 40F: 3 clusters Score -1.233464e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85188 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -12334792.000000 Penalty: 5690.028809
	Iteration 41Q: 3 clusters Score -1.233479e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85561 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -12334845.000000 Penalty: 5690.028809
	Iteration 42Q: 3 clusters Score -1.233484e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85920 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -12334922.000000 Penalty: 5690.028809
	Iteration 43Q: 3 clusters Score -1.233492e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86234 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -12334985.000000 Penalty: 5690.028809
	Iteration 44Q: 3 clusters Score -1.233498e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86536 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -12335074.000000 Penalty: 5690.028809
	Iteration 45Q: 3 clusters Score -1.233507e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86797 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -12335153.000000 Penalty: 5690.028809
	Iteration 46Q: 3 clusters Score -1.233515e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87058 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -12335208.000000 Penalty: 5690.028809
	Iteration 47Q: 3 clusters Score -1.233521e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87295 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -12335297.000000 Penalty: 5690.028809
	Iteration 48Q: 3 clusters Score -1.23353e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87503 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -12335343.000000 Penalty: 5690.028809
	Iteration 49Q: 3 clusters Score -1.233534e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87673 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -12335345.000000 Penalty: 5690.028809
	Iteration 50Q: 3 clusters Score -1.233534e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87818 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -12335376.000000 Penalty: 5690.028809
	Iteration 51Q: 3 clusters Score -1.233538e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87940 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -12335378.000000 Penalty: 5690.028809
	Iteration 52Q: 3 clusters Score -1.233538e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88052 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -12335391.000000 Penalty: 5690.028809
	Iteration 53Q: 3 clusters Score -1.233539e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88153 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -12335382.000000 Penalty: 5690.028809
	Iteration 54Q: 3 clusters Score -1.233538e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88256 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -12335420.000000 Penalty: 5690.028809
	Iteration 55Q: 3 clusters Score -1.233542e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88348 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -12335455.000000 Penalty: 5690.028809
	Iteration 56Q: 3 clusters Score -1.233546e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88445 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -12335450.000000 Penalty: 5690.028809
	Iteration 57Q: 3 clusters Score -1.233545e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88545 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -12335439.000000 Penalty: 5690.028809
	Iteration 58Q: 3 clusters Score -1.233544e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88642 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -12335443.000000 Penalty: 5690.028809
	Iteration 59Q: 3 clusters Score -1.233544e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88737 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -12335459.000000 Penalty: 5690.028809
	Iteration 60F: 3 clusters Score -1.233546e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88817 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -12335459.000000 Penalty: 5690.028809
	Iteration 61Q: 3 clusters Score -1.233546e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88900 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -12335440.000000 Penalty: 5690.028809
	Iteration 62Q: 3 clusters Score -1.233544e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88979 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -12335459.000000 Penalty: 5690.028809
	Iteration 63Q: 3 clusters Score -1.233546e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89053 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -12335471.000000 Penalty: 5690.028809
	Iteration 64Q: 3 clusters Score -1.233547e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89123 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -12335487.000000 Penalty: 5690.028809
	Iteration 65Q: 3 clusters Score -1.233549e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89180 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -12335468.000000 Penalty: 5690.028809
	Iteration 66Q: 3 clusters Score -1.233547e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89227 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -12335493.000000 Penalty: 5690.028809
	Iteration 67Q: 3 clusters Score -1.233549e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89266 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -12335495.000000 Penalty: 5690.028809
	Iteration 68Q: 3 clusters Score -1.23355e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89303 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -12335513.000000 Penalty: 5690.028809
	Iteration 69Q: 3 clusters Score -1.233551e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89329 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -12335518.000000 Penalty: 5690.028809
	Iteration 70Q: 3 clusters Score -1.233552e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89355 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -12335512.000000 Penalty: 5690.028809
	Iteration 71Q: 3 clusters Score -1.233551e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89384 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -12335520.000000 Penalty: 5690.028809
	Iteration 72Q: 3 clusters Score -1.233552e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89412 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -12335519.000000 Penalty: 5690.028809
	Iteration 73Q: 3 clusters Score -1.233552e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89448 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -12335539.000000 Penalty: 5690.028809
	Iteration 74Q: 3 clusters Score -1.233554e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89482 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -12335549.000000 Penalty: 5690.028809
	Iteration 75Q: 3 clusters Score -1.233555e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89515 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -12335546.000000 Penalty: 5690.028809
	Iteration 76Q: 3 clusters Score -1.233555e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89537 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -12335537.000000 Penalty: 5690.028809
	Iteration 77Q: 3 clusters Score -1.233554e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89555 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -12335536.000000 Penalty: 5690.028809
	Iteration 78Q: 3 clusters Score -1.233554e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89574 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -12335528.000000 Penalty: 5690.028809
	Iteration 79Q: 3 clusters Score -1.233553e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89590 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -12335542.000000 Penalty: 5690.028809
	Iteration 80F: 3 clusters Score -1.233554e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89606 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -12335542.000000 Penalty: 5690.028809
	Iteration 81Q: 3 clusters Score -1.233554e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89624 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -12335542.000000 Penalty: 5690.028809
	Iteration 82Q: 3 clusters Score -1.233554e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89649 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -12335540.000000 Penalty: 5690.028809
	Iteration 83Q: 3 clusters Score -1.233554e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89672 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -12335537.000000 Penalty: 5690.028809
	Iteration 84Q: 3 clusters Score -1.233554e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89694 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -12335545.000000 Penalty: 5690.028809
	Iteration 85Q: 3 clusters Score -1.233554e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89714 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -12335547.000000 Penalty: 5690.028809
	Iteration 86Q: 3 clusters Score -1.233555e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89731 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -12335549.000000 Penalty: 5690.028809
	Iteration 87Q: 3 clusters Score -1.233555e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89745 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -12335556.000000 Penalty: 5690.028809
	Iteration 88Q: 3 clusters Score -1.233556e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89760 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -12335561.000000 Penalty: 5690.028809
	Iteration 89Q: 3 clusters Score -1.233556e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89782 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -12335549.000000 Penalty: 5690.028809
	Iteration 90Q: 3 clusters Score -1.233555e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89805 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -12335565.000000 Penalty: 5690.028809
	Iteration 91Q: 3 clusters Score -1.233556e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89823 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -12335566.000000 Penalty: 5690.028809
	Iteration 92Q: 3 clusters Score -1.233557e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89833 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -12335564.000000 Penalty: 5690.028809
	Iteration 93Q: 3 clusters Score -1.233556e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89850 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -12335574.000000 Penalty: 5690.028809
	Iteration 94Q: 3 clusters Score -1.233557e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89863 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -12335550.000000 Penalty: 5690.028809
	Iteration 95Q: 3 clusters Score -1.233555e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89878 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -12335564.000000 Penalty: 5690.028809
	Iteration 96Q: 3 clusters Score -1.233556e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89888 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -12335559.000000 Penalty: 5690.028809
	Iteration 97Q: 3 clusters Score -1.233556e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89901 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -12335567.000000 Penalty: 5690.028809
	Iteration 98Q: 3 clusters Score -1.233557e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89915 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -12335575.000000 Penalty: 5690.028809
	Iteration 99Q: 3 clusters Score -1.233558e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89926 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -12335575.000000 Penalty: 5690.028809
	Iteration 100F: 3 clusters Score -1.233558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89931 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -12335586.000000 Penalty: 5690.028809
	Iteration 101Q: 3 clusters Score -1.233559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89934 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -12335584.000000 Penalty: 5690.028809
	Iteration 102Q: 3 clusters Score -1.233558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89937 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -12335582.000000 Penalty: 5690.028809
	Iteration 103Q: 3 clusters Score -1.233558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89939 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -12335579.000000 Penalty: 5690.028809
	Iteration 104Q: 3 clusters Score -1.233558e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89947 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -12335582.000000 Penalty: 5690.028809
	Iteration 105Q: 3 clusters Score -1.233558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89951 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -12335577.000000 Penalty: 5690.028809
	Iteration 106Q: 3 clusters Score -1.233558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89957 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -12335572.000000 Penalty: 5690.028809
	Iteration 107Q: 3 clusters Score -1.233557e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89961 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -12335583.000000 Penalty: 5690.028809
	Iteration 108Q: 3 clusters Score -1.233558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89965 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -12335592.000000 Penalty: 5690.028809
	Iteration 109Q: 3 clusters Score -1.233559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89968 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -12335592.000000 Penalty: 5690.028809
	Iteration 110Q: 3 clusters Score -1.233559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89971 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -12335592.000000 Penalty: 5690.028809
	Iteration 111Q: 3 clusters Score -1.233559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89973 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -12335589.000000 Penalty: 5690.028809
	Iteration 112Q: 3 clusters Score -1.233559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89974 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -12335586.000000 Penalty: 5690.028809
	Iteration 113Q: 3 clusters Score -1.233559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89975 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -12335579.000000 Penalty: 5690.028809
	Iteration 114Q: 3 clusters Score -1.233558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89976 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -12335578.000000 Penalty: 5690.028809
	Iteration 115Q: 3 clusters Score -1.233558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89978 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -12335592.000000 Penalty: 5690.028809
	Iteration 116Q: 3 clusters Score -1.233559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89981 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -12335590.000000 Penalty: 5690.028809
	Iteration 117Q: 3 clusters Score -1.233559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89985 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -12335590.000000 Penalty: 5690.028809
	Iteration 118Q: 3 clusters Score -1.233559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89986 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -12335589.000000 Penalty: 5690.028809
	Iteration 119Q: 3 clusters Score -1.233559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89987 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -12335600.000000 Penalty: 5690.028809
	Iteration 120F: 3 clusters Score -1.23356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89988 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -12335600.000000 Penalty: 5690.028809
	Iteration 121Q: 3 clusters Score -1.23356e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89988 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -12335600.000000 Penalty: 5690.028809
	Iteration 122F: 3 clusters Score -1.23356e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Entering Unmasked Estep 
Score: -804137.312500 Penalty: 2169.697754
	Iteration 0F: 2 clusters Score -804137.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -798827.375000 Penalty: 4339.395508
	Iteration 0F: 3 clusters Score -798827.4 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -800162.750000 Penalty: 4339.395508
	Iteration 1F: 3 clusters Score -800162.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -800404.187500 Penalty: 4339.395508
	Iteration 2F: 3 clusters Score -800404.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -800562.000000 Penalty: 4339.395508
	Iteration 3F: 3 clusters Score -800562 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -800683.062500 Penalty: 4339.395508
	Iteration 4Q: 3 clusters Score -800683.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -800767.437500 Penalty: 4339.395508
	Iteration 5Q: 3 clusters Score -800767.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -800851.000000 Penalty: 4339.395508
	Iteration 6Q: 3 clusters Score -800851 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -800921.062500 Penalty: 4339.395508
	Iteration 7Q: 3 clusters Score -800921.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -800980.812500 Penalty: 4339.395508
	Iteration 8Q: 3 clusters Score -800980.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -801044.875000 Penalty: 4339.395508
	Iteration 9Q: 3 clusters Score -801044.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -801119.437500 Penalty: 4339.395508
	Iteration 10Q: 3 clusters Score -801119.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -801207.625000 Penalty: 4339.395508
	Iteration 11Q: 3 clusters Score -801207.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -801294.375000 Penalty: 4339.395508
	Iteration 12Q: 3 clusters Score -801294.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -801388.875000 Penalty: 4339.395508
	Iteration 13Q: 3 clusters Score -801388.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -801489.312500 Penalty: 4339.395508
	Iteration 14Q: 3 clusters Score -801489.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -801596.125000 Penalty: 4339.395508
	Iteration 15Q: 3 clusters Score -801596.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -801706.312500 Penalty: 4339.395508
	Iteration 16Q: 3 clusters Score -801706.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -801815.687500 Penalty: 4339.395508
	Iteration 17Q: 3 clusters Score -801815.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -801902.437500 Penalty: 4339.395508
	Iteration 18Q: 3 clusters Score -801902.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -801974.937500 Penalty: 4339.395508
	Iteration 19Q: 3 clusters Score -801974.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -802037.625000 Penalty: 4339.395508
	Iteration 20F: 3 clusters Score -802037.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -802090.750000 Penalty: 4339.395508
	Iteration 21Q: 3 clusters Score -802090.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -802156.312500 Penalty: 4339.395508
	Iteration 22Q: 3 clusters Score -802156.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -802228.687500 Penalty: 4339.395508
	Iteration 23Q: 3 clusters Score -802228.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -802283.000000 Penalty: 4339.395508
	Iteration 24Q: 3 clusters Score -802283 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -802330.687500 Penalty: 4339.395508
	Iteration 25Q: 3 clusters Score -802330.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -802372.562500 Penalty: 4339.395508
	Iteration 26Q: 3 clusters Score -802372.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -802420.500000 Penalty: 4339.395508
	Iteration 27Q: 3 clusters Score -802420.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -802462.437500 Penalty: 4339.395508
	Iteration 28Q: 3 clusters Score -802462.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -802497.875000 Penalty: 4339.395508
	Iteration 29Q: 3 clusters Score -802497.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -802522.375000 Penalty: 4339.395508
	Iteration 30Q: 3 clusters Score -802522.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -802544.250000 Penalty: 4339.395508
	Iteration 31Q: 3 clusters Score -802544.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -802561.687500 Penalty: 4339.395508
	Iteration 32Q: 3 clusters Score -802561.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -802574.875000 Penalty: 4339.395508
	Iteration 33Q: 3 clusters Score -802574.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -802586.937500 Penalty: 4339.395508
	Iteration 34Q: 3 clusters Score -802586.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -802598.375000 Penalty: 4339.395508
	Iteration 35Q: 3 clusters Score -802598.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -802609.312500 Penalty: 4339.395508
	Iteration 36Q: 3 clusters Score -802609.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -802619.125000 Penalty: 4339.395508
	Iteration 37Q: 3 clusters Score -802619.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -802626.875000 Penalty: 4339.395508
	Iteration 38Q: 3 clusters Score -802626.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -802634.937500 Penalty: 4339.395508
	Iteration 39Q: 3 clusters Score -802634.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -802646.562500 Penalty: 4339.395508
	Iteration 40F: 3 clusters Score -802646.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -802655.687500 Penalty: 4339.395508
	Iteration 41Q: 3 clusters Score -802655.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -802671.312500 Penalty: 4339.395508
	Iteration 42Q: 3 clusters Score -802671.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -802683.750000 Penalty: 4339.395508
	Iteration 43Q: 3 clusters Score -802683.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -802696.875000 Penalty: 4339.395508
	Iteration 44Q: 3 clusters Score -802696.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -802705.937500 Penalty: 4339.395508
	Iteration 45Q: 3 clusters Score -802705.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -802711.312500 Penalty: 4339.395508
	Iteration 46Q: 3 clusters Score -802711.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -802715.062500 Penalty: 4339.395508
	Iteration 47Q: 3 clusters Score -802715.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -802715.812500 Penalty: 4339.395508
	Iteration 48Q: 3 clusters Score -802715.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -802717.187500 Penalty: 4339.395508
	Iteration 49Q: 3 clusters Score -802717.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -802718.750000 Penalty: 4339.395508
	Iteration 50Q: 3 clusters Score -802718.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -802719.687500 Penalty: 4339.395508
	Iteration 51Q: 3 clusters Score -802719.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -802722.312500 Penalty: 4339.395508
	Iteration 52Q: 3 clusters Score -802722.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -802720.187500 Penalty: 4339.395508
	Iteration 53Q: 3 clusters Score -802720.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -802722.375000 Penalty: 4339.395508
	Iteration 54Q: 3 clusters Score -802722.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -802722.375000 Penalty: 4339.395508
	Iteration 55F: 3 clusters Score -802722.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Entering Unmasked Estep 
Score: -683699.500000 Penalty: 2126.246094
	Iteration 0F: 2 clusters Score -683699.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -678975.125000 Penalty: 4252.492188
	Iteration 0F: 3 clusters Score -678975.1 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -680045.812500 Penalty: 4252.492188
	Iteration 1F: 3 clusters Score -680045.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -680243.937500 Penalty: 4252.492188
	Iteration 2F: 3 clusters Score -680243.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -680398.062500 Penalty: 4252.492188
	Iteration 3F: 3 clusters Score -680398.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -680495.250000 Penalty: 4252.492188
	Iteration 4Q: 3 clusters Score -680495.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -680566.187500 Penalty: 4252.492188
	Iteration 5Q: 3 clusters Score -680566.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -680607.812500 Penalty: 4252.492188
	Iteration 6Q: 3 clusters Score -680607.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -680637.125000 Penalty: 4252.492188
	Iteration 7Q: 3 clusters Score -680637.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -680663.500000 Penalty: 4252.492188
	Iteration 8Q: 3 clusters Score -680663.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -680685.500000 Penalty: 4252.492188
	Iteration 9Q: 3 clusters Score -680685.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -680699.875000 Penalty: 4252.492188
	Iteration 10Q: 3 clusters Score -680699.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -680711.000000 Penalty: 4252.492188
	Iteration 11Q: 3 clusters Score -680711 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -680721.312500 Penalty: 4252.492188
	Iteration 12Q: 3 clusters Score -680721.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -680728.500000 Penalty: 4252.492188
	Iteration 13Q: 3 clusters Score -680728.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -680734.687500 Penalty: 4252.492188
	Iteration 14Q: 3 clusters Score -680734.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -680742.250000 Penalty: 4252.492188
	Iteration 15Q: 3 clusters Score -680742.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -680750.500000 Penalty: 4252.492188
	Iteration 16Q: 3 clusters Score -680750.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -680759.437500 Penalty: 4252.492188
	Iteration 17Q: 3 clusters Score -680759.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -680766.125000 Penalty: 4252.492188
	Iteration 18Q: 3 clusters Score -680766.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -680767.562500 Penalty: 4252.492188
	Iteration 19Q: 3 clusters Score -680767.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -680775.125000 Penalty: 4252.492188
	Iteration 20F: 3 clusters Score -680775.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -680779.437500 Penalty: 4252.492188
	Iteration 21Q: 3 clusters Score -680779.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -680785.750000 Penalty: 4252.492188
	Iteration 22Q: 3 clusters Score -680785.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -680790.812500 Penalty: 4252.492188
	Iteration 23Q: 3 clusters Score -680790.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -680795.937500 Penalty: 4252.492188
	Iteration 24Q: 3 clusters Score -680795.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -680800.312500 Penalty: 4252.492188
	Iteration 25Q: 3 clusters Score -680800.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -680805.250000 Penalty: 4252.492188
	Iteration 26Q: 3 clusters Score -680805.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -680816.250000 Penalty: 4252.492188
	Iteration 27Q: 3 clusters Score -680816.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -680826.062500 Penalty: 4252.492188
	Iteration 28Q: 3 clusters Score -680826.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -680834.312500 Penalty: 4252.492188
	Iteration 29Q: 3 clusters Score -680834.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -680838.062500 Penalty: 4252.492188
	Iteration 30Q: 3 clusters Score -680838.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -680844.875000 Penalty: 4252.492188
	Iteration 31Q: 3 clusters Score -680844.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -680856.562500 Penalty: 4252.492188
	Iteration 32Q: 3 clusters Score -680856.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -680865.687500 Penalty: 4252.492188
	Iteration 33Q: 3 clusters Score -680865.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -680883.500000 Penalty: 4252.492188
	Iteration 34Q: 3 clusters Score -680883.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -680899.875000 Penalty: 4252.492188
	Iteration 35Q: 3 clusters Score -680899.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -680913.687500 Penalty: 4252.492188
	Iteration 36Q: 3 clusters Score -680913.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -680925.375000 Penalty: 4252.492188
	Iteration 37Q: 3 clusters Score -680925.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -680941.687500 Penalty: 4252.492188
	Iteration 38Q: 3 clusters Score -680941.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -680963.062500 Penalty: 4252.492188
	Iteration 39Q: 3 clusters Score -680963.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -680982.375000 Penalty: 4252.492188
	Iteration 40F: 3 clusters Score -680982.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -681003.500000 Penalty: 4252.492188
	Iteration 41Q: 3 clusters Score -681003.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -681027.312500 Penalty: 4252.492188
	Iteration 42Q: 3 clusters Score -681027.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -681059.750000 Penalty: 4252.492188
	Iteration 43Q: 3 clusters Score -681059.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -681091.750000 Penalty: 4252.492188
	Iteration 44Q: 3 clusters Score -681091.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -681128.937500 Penalty: 4252.492188
	Iteration 45Q: 3 clusters Score -681128.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -681173.812500 Penalty: 4252.492188
	Iteration 46Q: 3 clusters Score -681173.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -681224.312500 Penalty: 4252.492188
	Iteration 47Q: 3 clusters Score -681224.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -681275.187500 Penalty: 4252.492188
	Iteration 48Q: 3 clusters Score -681275.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -681327.437500 Penalty: 4252.492188
	Iteration 49Q: 3 clusters Score -681327.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -681377.000000 Penalty: 4252.492188
	Iteration 50Q: 3 clusters Score -681377 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -681416.687500 Penalty: 4252.492188
	Iteration 51Q: 3 clusters Score -681416.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -681456.750000 Penalty: 4252.492188
	Iteration 52Q: 3 clusters Score -681456.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -681503.375000 Penalty: 4252.492188
	Iteration 53Q: 3 clusters Score -681503.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -681547.312500 Penalty: 4252.492188
	Iteration 54Q: 3 clusters Score -681547.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -681589.937500 Penalty: 4252.492188
	Iteration 55Q: 3 clusters Score -681589.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -681636.750000 Penalty: 4252.492188
	Iteration 56Q: 3 clusters Score -681636.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -681675.125000 Penalty: 4252.492188
	Iteration 57Q: 3 clusters Score -681675.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -681711.250000 Penalty: 4252.492188
	Iteration 58Q: 3 clusters Score -681711.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -681749.812500 Penalty: 4252.492188
	Iteration 59Q: 3 clusters Score -681749.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -681774.812500 Penalty: 4252.492188
	Iteration 60F: 3 clusters Score -681774.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -681787.687500 Penalty: 4252.492188
	Iteration 61Q: 3 clusters Score -681787.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -681798.125000 Penalty: 4252.492188
	Iteration 62Q: 3 clusters Score -681798.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -681806.187500 Penalty: 4252.492188
	Iteration 63Q: 3 clusters Score -681806.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -681813.187500 Penalty: 4252.492188
	Iteration 64Q: 3 clusters Score -681813.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -681818.437500 Penalty: 4252.492188
	Iteration 65Q: 3 clusters Score -681818.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -681825.625000 Penalty: 4252.492188
	Iteration 66Q: 3 clusters Score -681825.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -681827.687500 Penalty: 4252.492188
	Iteration 67Q: 3 clusters Score -681827.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -681829.812500 Penalty: 4252.492188
	Iteration 68Q: 3 clusters Score -681829.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -681832.437500 Penalty: 4252.492188
	Iteration 69Q: 3 clusters Score -681832.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -681836.250000 Penalty: 4252.492188
	Iteration 70Q: 3 clusters Score -681836.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -681838.437500 Penalty: 4252.492188
	Iteration 71Q: 3 clusters Score -681838.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -681839.062500 Penalty: 4252.492188
	Iteration 72Q: 3 clusters Score -681839.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -681840.500000 Penalty: 4252.492188
	Iteration 73Q: 3 clusters Score -681840.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -681840.500000 Penalty: 4252.492188
	Iteration 74F: 3 clusters Score -681840.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Entering Unmasked Estep 
Score: -134397.640625 Penalty: 1731.289429
	Iteration 0F: 2 clusters Score -134397.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -132365.000000 Penalty: 3462.578857
	Iteration 0F: 3 clusters Score -132365 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -132682.984375 Penalty: 3462.578857
	Iteration 1F: 3 clusters Score -132683 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -132849.875000 Penalty: 3462.578857
	Iteration 2F: 3 clusters Score -132849.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -133020.250000 Penalty: 3462.578857
	Iteration 3F: 3 clusters Score -133020.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -133247.125000 Penalty: 3462.578857
	Iteration 4F: 3 clusters Score -133247.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -133447.046875 Penalty: 3462.578857
	Iteration 5F: 3 clusters Score -133447 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -133563.953125 Penalty: 3462.578857
	Iteration 6Q: 3 clusters Score -133564 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -133625.250000 Penalty: 3462.578857
	Iteration 7Q: 3 clusters Score -133625.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -133661.734375 Penalty: 3462.578857
	Iteration 8Q: 3 clusters Score -133661.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -133690.468750 Penalty: 3462.578857
	Iteration 9Q: 3 clusters Score -133690.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -133711.296875 Penalty: 3462.578857
	Iteration 10Q: 3 clusters Score -133711.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -133728.640625 Penalty: 3462.578857
	Iteration 11Q: 3 clusters Score -133728.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -133738.687500 Penalty: 3462.578857
	Iteration 12Q: 3 clusters Score -133738.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -133748.812500 Penalty: 3462.578857
	Iteration 13Q: 3 clusters Score -133748.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -133758.390625 Penalty: 3462.578857
	Iteration 14Q: 3 clusters Score -133758.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -133765.109375 Penalty: 3462.578857
	Iteration 15Q: 3 clusters Score -133765.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -133772.265625 Penalty: 3462.578857
	Iteration 16Q: 3 clusters Score -133772.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -133778.718750 Penalty: 3462.578857
	Iteration 17Q: 3 clusters Score -133778.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -133778.718750 Penalty: 3462.578857
	Iteration 18F: 3 clusters Score -133778.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Entering Unmasked Estep 
Score: -228306.500000 Penalty: 1863.399902
	Iteration 0F: 2 clusters Score -228306.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -225767.156250 Penalty: 3726.799805
	Iteration 0F: 3 clusters Score -225767.2 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -226236.421875 Penalty: 3726.799805
	Iteration 1F: 3 clusters Score -226236.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -226402.671875 Penalty: 3726.799805
	Iteration 2F: 3 clusters Score -226402.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -226549.625000 Penalty: 3726.799805
	Iteration 3F: 3 clusters Score -226549.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -226724.250000 Penalty: 3726.799805
	Iteration 4F: 3 clusters Score -226724.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -226993.125000 Penalty: 3726.799805
	Iteration 5F: 3 clusters Score -226993.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -227325.781250 Penalty: 3726.799805
	Iteration 6F: 3 clusters Score -227325.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -227580.093750 Penalty: 3726.799805
	Iteration 7F: 3 clusters Score -227580.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -227723.062500 Penalty: 3726.799805
	Iteration 8Q: 3 clusters Score -227723.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -227843.484375 Penalty: 3726.799805
	Iteration 9Q: 3 clusters Score -227843.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -227974.359375 Penalty: 3726.799805
	Iteration 10Q: 3 clusters Score -227974.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -228050.093750 Penalty: 3726.799805
	Iteration 11Q: 3 clusters Score -228050.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -228092.937500 Penalty: 3726.799805
	Iteration 12Q: 3 clusters Score -228092.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -228109.468750 Penalty: 3726.799805
	Iteration 13Q: 3 clusters Score -228109.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -228111.156250 Penalty: 3726.799805
	Iteration 14Q: 3 clusters Score -228111.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -228112.984375 Penalty: 3726.799805
	Iteration 15Q: 3 clusters Score -228113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -228117.890625 Penalty: 3726.799805
	Iteration 16Q: 3 clusters Score -228117.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -228120.609375 Penalty: 3726.799805
	Iteration 17Q: 3 clusters Score -228120.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -228126.078125 Penalty: 3726.799805
	Iteration 18Q: 3 clusters Score -228126.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -228127.718750 Penalty: 3726.799805
	Iteration 19Q: 3 clusters Score -228127.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -228127.718750 Penalty: 3726.799805
	Iteration 20F: 3 clusters Score -228127.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -102643.890625 Penalty: 1699.879883
	Iteration 0F: 2 clusters Score -102643.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -100850.468750 Penalty: 3399.759766
	Iteration 0F: 3 clusters Score -100850.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -101365.867188 Penalty: 3399.759766
	Iteration 1F: 3 clusters Score -101365.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -101698.117188 Penalty: 3399.759766
	Iteration 2F: 3 clusters Score -101698.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -101812.203125 Penalty: 3399.759766
	Iteration 3F: 3 clusters Score -101812.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -101874.601562 Penalty: 3399.759766
	Iteration 4Q: 3 clusters Score -101874.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -101920.281250 Penalty: 3399.759766
	Iteration 5Q: 3 clusters Score -101920.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -101972.578125 Penalty: 3399.759766
	Iteration 6Q: 3 clusters Score -101972.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -102039.171875 Penalty: 3399.759766
	Iteration 7Q: 3 clusters Score -102039.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -102106.195312 Penalty: 3399.759766
	Iteration 8Q: 3 clusters Score -102106.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -102250.304688 Penalty: 3399.759766
	Iteration 9Q: 3 clusters Score -102250.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -102321.390625 Penalty: 3399.759766
	Iteration 10Q: 3 clusters Score -102321.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -102520.953125 Penalty: 3399.759766
	Iteration 11Q: 3 clusters Score -102521 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -102884.539062 Penalty: 3399.759766
	Iteration 12Q: 3 clusters Score -102884.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -103011.320312 Penalty: 3399.759766
	Iteration 13Q: 3 clusters Score -103011.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -103102.312500 Penalty: 3399.759766
	Iteration 14Q: 3 clusters Score -103102.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -103204.078125 Penalty: 3399.759766
	Iteration 15Q: 3 clusters Score -103204.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -103296.812500 Penalty: 3399.759766
	Iteration 16Q: 3 clusters Score -103296.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -103344.437500 Penalty: 3399.759766
	Iteration 17Q: 3 clusters Score -103344.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -103384.398438 Penalty: 3399.759766
	Iteration 18Q: 3 clusters Score -103384.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -103428.703125 Penalty: 3399.759766
	Iteration 19Q: 3 clusters Score -103428.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -103485.906250 Penalty: 3399.759766
	Iteration 20F: 3 clusters Score -103485.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -103536.929688 Penalty: 3399.759766
	Iteration 21Q: 3 clusters Score -103536.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -103590.781250 Penalty: 3399.759766
	Iteration 22Q: 3 clusters Score -103590.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -103620.859375 Penalty: 3399.759766
	Iteration 23Q: 3 clusters Score -103620.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -103643.203125 Penalty: 3399.759766
	Iteration 24Q: 3 clusters Score -103643.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -103669.140625 Penalty: 3399.759766
	Iteration 25Q: 3 clusters Score -103669.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -103686.335938 Penalty: 3399.759766
	Iteration 26Q: 3 clusters Score -103686.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -103690.382812 Penalty: 3399.759766
	Iteration 27Q: 3 clusters Score -103690.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -103692.445312 Penalty: 3399.759766
	Iteration 28Q: 3 clusters Score -103692.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -103697.843750 Penalty: 3399.759766
	Iteration 29Q: 3 clusters Score -103697.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -103720.265625 Penalty: 3399.759766
	Iteration 30Q: 3 clusters Score -103720.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -103721.921875 Penalty: 3399.759766
	Iteration 31Q: 3 clusters Score -103721.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -103721.921875 Penalty: 3399.759766
	Iteration 32F: 3 clusters Score -103721.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 25614 members 
Mstep: Class 3 contains 20971 members 
Mstep: Class 4 contains 757 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9539 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 41713 members 
Mstep: Class 11 contains 20020 members 
Mstep: Class 12 contains 205954 members 
Mstep: Class 13 contains 3095 members 
Mstep: Class 14 contains 716 members 
Mstep: Class 16 contains 95974 members 
Mstep: Class 17 contains 6303 members 
Mstep: Class 18 contains 5290 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 232 members 
Entering Unmasked Estep 
Score: -57710260.000000 Penalty: 64686.820312
Splitting cluster 22 changes total score from -57710684.000000 to -57710260.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 25614 members 
Mstep: Class 3 contains 20971 members 
Mstep: Class 4 contains 757 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9539 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 41713 members 
Mstep: Class 11 contains 20020 members 
Mstep: Class 12 contains 205954 members 
Mstep: Class 16 contains 95974 members 
Mstep: Class 17 contains 6303 members 
Mstep: Class 18 contains 5290 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57710884.000000 Penalty: 61452.480469
Iteration 439Q: 20 clusters Score -5.771088e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 25635 members 
Mstep: Class 3 contains 21078 members 
Mstep: Class 4 contains 758 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9537 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 41625 members 
Mstep: Class 11 contains 19906 members 
Mstep: Class 12 contains 205973 members 
Mstep: Class 13 contains 3149 members 
Mstep: Class 16 contains 95977 members 
Mstep: Class 17 contains 6314 members 
Mstep: Class 18 contains 5290 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57710864.000000 Penalty: 61452.480469
Iteration 440F: 20 clusters Score -5.771086e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 25640 members 
Mstep: Class 3 contains 21161 members 
Mstep: Class 4 contains 756 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9526 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 41518 members 
Mstep: Class 11 contains 19823 members 
Mstep: Class 12 contains 205978 members 
Mstep: Class 13 contains 3252 members 
Mstep: Class 16 contains 96007 members 
Mstep: Class 17 contains 6318 members 
Mstep: Class 18 contains 5294 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57710976.000000 Penalty: 61452.480469
Iteration 441Q: 20 clusters Score -5.771098e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 25636 members 
Mstep: Class 3 contains 21239 members 
Mstep: Class 4 contains 749 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9536 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 41405 members 
Mstep: Class 11 contains 19776 members 
Mstep: Class 12 contains 205988 members 
Mstep: Class 13 contains 3322 members 
Mstep: Class 16 contains 96018 members 
Mstep: Class 17 contains 6323 members 
Mstep: Class 18 contains 5300 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57710880.000000 Penalty: 61452.480469
Iteration 442Q: 20 clusters Score -5.771088e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 25622 members 
Mstep: Class 3 contains 21315 members 
Mstep: Class 4 contains 748 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9540 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 41292 members 
Mstep: Class 11 contains 19739 members 
Mstep: Class 12 contains 205994 members 
Mstep: Class 13 contains 3395 members 
Mstep: Class 16 contains 96036 members 
Mstep: Class 17 contains 6325 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1830 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57710996.000000 Penalty: 61452.480469
Iteration 443Q: 20 clusters Score -5.7711e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 25622 members 
Mstep: Class 3 contains 21365 members 
Mstep: Class 4 contains 748 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9543 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 41203 members 
Mstep: Class 11 contains 19730 members 
Mstep: Class 12 contains 205970 members 
Mstep: Class 13 contains 3463 members 
Mstep: Class 16 contains 96064 members 
Mstep: Class 17 contains 6323 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711084.000000 Penalty: 61452.480469
Iteration 444Q: 20 clusters Score -5.771108e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 25630 members 
Mstep: Class 3 contains 21408 members 
Mstep: Class 4 contains 746 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9545 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 41130 members 
Mstep: Class 11 contains 19715 members 
Mstep: Class 12 contains 205962 members 
Mstep: Class 13 contains 3520 members 
Mstep: Class 16 contains 96070 members 
Mstep: Class 17 contains 6327 members 
Mstep: Class 18 contains 5303 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711080.000000 Penalty: 61452.480469
Iteration 445Q: 20 clusters Score -5.771108e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 25650 members 
Mstep: Class 3 contains 21435 members 
Mstep: Class 4 contains 743 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9547 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 41069 members 
Mstep: Class 11 contains 19704 members 
Mstep: Class 12 contains 205974 members 
Mstep: Class 13 contains 3563 members 
Mstep: Class 16 contains 96063 members 
Mstep: Class 17 contains 6327 members 
Mstep: Class 18 contains 5298 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711076.000000 Penalty: 61452.480469
Iteration 446Q: 20 clusters Score -5.771108e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 25664 members 
Mstep: Class 3 contains 21458 members 
Mstep: Class 4 contains 742 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9553 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 41010 members 
Mstep: Class 11 contains 19699 members 
Mstep: Class 12 contains 205976 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 16 contains 96063 members 
Mstep: Class 17 contains 6322 members 
Mstep: Class 18 contains 5300 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711116.000000 Penalty: 61452.480469
Iteration 447Q: 20 clusters Score -5.771112e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 25670 members 
Mstep: Class 3 contains 21472 members 
Mstep: Class 4 contains 744 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9556 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 40949 members 
Mstep: Class 11 contains 19693 members 
Mstep: Class 12 contains 205998 members 
Mstep: Class 13 contains 3626 members 
Mstep: Class 16 contains 96059 members 
Mstep: Class 17 contains 6320 members 
Mstep: Class 18 contains 5306 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711132.000000 Penalty: 61452.480469
Iteration 448Q: 20 clusters Score -5.771113e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 25676 members 
Mstep: Class 3 contains 21492 members 
Mstep: Class 4 contains 743 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9561 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 40896 members 
Mstep: Class 11 contains 19683 members 
Mstep: Class 12 contains 206027 members 
Mstep: Class 13 contains 3648 members 
Mstep: Class 16 contains 96054 members 
Mstep: Class 17 contains 6316 members 
Mstep: Class 18 contains 5306 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711132.000000 Penalty: 61452.480469
Iteration 449Q: 20 clusters Score -5.771113e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 25679 members 
Mstep: Class 3 contains 21499 members 
Mstep: Class 4 contains 741 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9566 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 40855 members 
Mstep: Class 11 contains 19676 members 
Mstep: Class 12 contains 206050 members 
Mstep: Class 13 contains 3679 members 
Mstep: Class 16 contains 96042 members 
Mstep: Class 17 contains 6313 members 
Mstep: Class 18 contains 5309 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711128.000000 Penalty: 61452.480469
Iteration 450Q: 20 clusters Score -5.771113e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 25675 members 
Mstep: Class 3 contains 21518 members 
Mstep: Class 4 contains 740 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9573 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 40800 members 
Mstep: Class 11 contains 19673 members 
Mstep: Class 12 contains 206074 members 
Mstep: Class 13 contains 3705 members 
Mstep: Class 16 contains 96035 members 
Mstep: Class 17 contains 6310 members 
Mstep: Class 18 contains 5307 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711116.000000 Penalty: 61452.480469
Iteration 451Q: 20 clusters Score -5.771112e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 25677 members 
Mstep: Class 3 contains 21534 members 
Mstep: Class 4 contains 742 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9580 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 40755 members 
Mstep: Class 11 contains 19665 members 
Mstep: Class 12 contains 206106 members 
Mstep: Class 13 contains 3726 members 
Mstep: Class 16 contains 96011 members 
Mstep: Class 17 contains 6308 members 
Mstep: Class 18 contains 5314 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711188.000000 Penalty: 61452.480469
Iteration 452Q: 20 clusters Score -5.771119e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 25676 members 
Mstep: Class 3 contains 21541 members 
Mstep: Class 4 contains 739 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9579 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 40729 members 
Mstep: Class 11 contains 19659 members 
Mstep: Class 12 contains 206131 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 16 contains 96005 members 
Mstep: Class 17 contains 6310 members 
Mstep: Class 18 contains 5316 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711112.000000 Penalty: 61452.480469
Iteration 453Q: 20 clusters Score -5.771111e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 25673 members 
Mstep: Class 3 contains 21551 members 
Mstep: Class 4 contains 738 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9575 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 40691 members 
Mstep: Class 11 contains 19657 members 
Mstep: Class 12 contains 206157 members 
Mstep: Class 13 contains 3755 members 
Mstep: Class 16 contains 95999 members 
Mstep: Class 17 contains 6312 members 
Mstep: Class 18 contains 5325 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711172.000000 Penalty: 61452.480469
Iteration 454Q: 20 clusters Score -5.771117e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 25675 members 
Mstep: Class 3 contains 21565 members 
Mstep: Class 4 contains 738 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9575 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 40640 members 
Mstep: Class 11 contains 19656 members 
Mstep: Class 12 contains 206186 members 
Mstep: Class 13 contains 3770 members 
Mstep: Class 16 contains 95989 members 
Mstep: Class 17 contains 6313 members 
Mstep: Class 18 contains 5332 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711272.000000 Penalty: 61452.480469
Iteration 455Q: 20 clusters Score -5.771127e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 25678 members 
Mstep: Class 3 contains 21569 members 
Mstep: Class 4 contains 738 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9578 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 40569 members 
Mstep: Class 11 contains 19652 members 
Mstep: Class 12 contains 206257 members 
Mstep: Class 13 contains 3782 members 
Mstep: Class 16 contains 95977 members 
Mstep: Class 17 contains 6316 members 
Mstep: Class 18 contains 5334 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711268.000000 Penalty: 61452.480469
Iteration 456Q: 20 clusters Score -5.771127e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 25682 members 
Mstep: Class 3 contains 21579 members 
Mstep: Class 4 contains 738 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9584 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 40501 members 
Mstep: Class 11 contains 19648 members 
Mstep: Class 12 contains 206314 members 
Mstep: Class 13 contains 3791 members 
Mstep: Class 16 contains 95967 members 
Mstep: Class 17 contains 6318 members 
Mstep: Class 18 contains 5336 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711236.000000 Penalty: 61452.480469
Iteration 457Q: 20 clusters Score -5.771124e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 25685 members 
Mstep: Class 3 contains 21587 members 
Mstep: Class 4 contains 738 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9584 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 40447 members 
Mstep: Class 11 contains 19643 members 
Mstep: Class 12 contains 206367 members 
Mstep: Class 13 contains 3797 members 
Mstep: Class 16 contains 95964 members 
Mstep: Class 17 contains 6320 members 
Mstep: Class 18 contains 5335 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711180.000000 Penalty: 61452.480469
Iteration 458Q: 20 clusters Score -5.771118e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 25688 members 
Mstep: Class 3 contains 21597 members 
Mstep: Class 4 contains 738 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9588 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 40386 members 
Mstep: Class 11 contains 19639 members 
Mstep: Class 12 contains 206419 members 
Mstep: Class 13 contains 3803 members 
Mstep: Class 16 contains 95956 members 
Mstep: Class 17 contains 6320 members 
Mstep: Class 18 contains 5335 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711044.000000 Penalty: 61452.480469
Iteration 459Q: 20 clusters Score -5.771104e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 25690 members 
Mstep: Class 3 contains 21606 members 
Mstep: Class 4 contains 738 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9594 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 40331 members 
Mstep: Class 11 contains 19640 members 
Mstep: Class 12 contains 206450 members 
Mstep: Class 13 contains 3814 members 
Mstep: Class 16 contains 95950 members 
Mstep: Class 17 contains 6324 members 
Mstep: Class 18 contains 5336 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711092.000000 Penalty: 61452.480469
Iteration 460F: 20 clusters Score -5.771109e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 25699 members 
Mstep: Class 3 contains 21617 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9597 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 40273 members 
Mstep: Class 11 contains 19644 members 
Mstep: Class 12 contains 206484 members 
Mstep: Class 13 contains 3826 members 
Mstep: Class 16 contains 95940 members 
Mstep: Class 17 contains 6325 members 
Mstep: Class 18 contains 5336 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711140.000000 Penalty: 61452.480469
Iteration 461Q: 20 clusters Score -5.771114e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 25703 members 
Mstep: Class 3 contains 21621 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9596 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 40210 members 
Mstep: Class 11 contains 19643 members 
Mstep: Class 12 contains 206522 members 
Mstep: Class 13 contains 3839 members 
Mstep: Class 16 contains 95947 members 
Mstep: Class 17 contains 6328 members 
Mstep: Class 18 contains 5336 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711016.000000 Penalty: 61452.480469
Iteration 462Q: 20 clusters Score -5.771102e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 25713 members 
Mstep: Class 3 contains 21625 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9599 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 40146 members 
Mstep: Class 11 contains 19643 members 
Mstep: Class 12 contains 206554 members 
Mstep: Class 13 contains 3857 members 
Mstep: Class 16 contains 95948 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 5336 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711092.000000 Penalty: 61452.480469
Iteration 463Q: 20 clusters Score -5.771109e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 25721 members 
Mstep: Class 3 contains 21638 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9604 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 40081 members 
Mstep: Class 11 contains 19644 members 
Mstep: Class 12 contains 206580 members 
Mstep: Class 13 contains 3881 members 
Mstep: Class 16 contains 95942 members 
Mstep: Class 17 contains 6330 members 
Mstep: Class 18 contains 5336 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711056.000000 Penalty: 61452.480469
Iteration 464Q: 20 clusters Score -5.771106e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 25727 members 
Mstep: Class 3 contains 21651 members 
Mstep: Class 4 contains 735 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9608 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 40002 members 
Mstep: Class 11 contains 19644 members 
Mstep: Class 12 contains 206613 members 
Mstep: Class 13 contains 3903 members 
Mstep: Class 16 contains 95940 members 
Mstep: Class 17 contains 6330 members 
Mstep: Class 18 contains 5337 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711196.000000 Penalty: 61452.480469
Iteration 465Q: 20 clusters Score -5.77112e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 25725 members 
Mstep: Class 3 contains 21660 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9616 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 39919 members 
Mstep: Class 11 contains 19645 members 
Mstep: Class 12 contains 206670 members 
Mstep: Class 13 contains 3922 members 
Mstep: Class 16 contains 95934 members 
Mstep: Class 17 contains 6327 members 
Mstep: Class 18 contains 5337 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711064.000000 Penalty: 61452.480469
Iteration 466Q: 20 clusters Score -5.771106e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 25725 members 
Mstep: Class 3 contains 21682 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9621 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 39843 members 
Mstep: Class 11 contains 19642 members 
Mstep: Class 12 contains 206722 members 
Mstep: Class 13 contains 3935 members 
Mstep: Class 16 contains 95928 members 
Mstep: Class 17 contains 6324 members 
Mstep: Class 18 contains 5340 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711064.000000 Penalty: 61452.480469
Iteration 467Q: 20 clusters Score -5.771106e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 25725 members 
Mstep: Class 3 contains 21699 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9621 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 39767 members 
Mstep: Class 11 contains 19642 members 
Mstep: Class 12 contains 206775 members 
Mstep: Class 13 contains 3948 members 
Mstep: Class 16 contains 95917 members 
Mstep: Class 17 contains 6326 members 
Mstep: Class 18 contains 5343 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711100.000000 Penalty: 61452.480469
Iteration 468Q: 20 clusters Score -5.77111e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 25723 members 
Mstep: Class 3 contains 21716 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9623 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 39682 members 
Mstep: Class 11 contains 19645 members 
Mstep: Class 12 contains 206835 members 
Mstep: Class 13 contains 3958 members 
Mstep: Class 16 contains 95913 members 
Mstep: Class 17 contains 6327 members 
Mstep: Class 18 contains 5345 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711088.000000 Penalty: 61452.480469
Iteration 469Q: 20 clusters Score -5.771109e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 25725 members 
Mstep: Class 3 contains 21736 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9625 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 39603 members 
Mstep: Class 11 contains 19649 members 
Mstep: Class 12 contains 206884 members 
Mstep: Class 13 contains 3970 members 
Mstep: Class 16 contains 95904 members 
Mstep: Class 17 contains 6324 members 
Mstep: Class 18 contains 5347 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711088.000000 Penalty: 61452.480469
Iteration 470Q: 20 clusters Score -5.771109e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 25725 members 
Mstep: Class 3 contains 21754 members 
Mstep: Class 4 contains 734 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9628 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 39532 members 
Mstep: Class 11 contains 19647 members 
Mstep: Class 12 contains 206930 members 
Mstep: Class 13 contains 3982 members 
Mstep: Class 16 contains 95895 members 
Mstep: Class 17 contains 6325 members 
Mstep: Class 18 contains 5348 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711080.000000 Penalty: 61452.480469
Iteration 471Q: 20 clusters Score -5.771108e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 25731 members 
Mstep: Class 3 contains 21779 members 
Mstep: Class 4 contains 733 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9631 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 39478 members 
Mstep: Class 11 contains 19647 members 
Mstep: Class 12 contains 206942 members 
Mstep: Class 13 contains 4000 members 
Mstep: Class 16 contains 95890 members 
Mstep: Class 17 contains 6325 members 
Mstep: Class 18 contains 5347 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711152.000000 Penalty: 61452.480469
Iteration 472Q: 20 clusters Score -5.771115e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 25734 members 
Mstep: Class 3 contains 21794 members 
Mstep: Class 4 contains 733 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9640 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 39409 members 
Mstep: Class 11 contains 19647 members 
Mstep: Class 12 contains 206990 members 
Mstep: Class 13 contains 4008 members 
Mstep: Class 16 contains 95880 members 
Mstep: Class 17 contains 6325 members 
Mstep: Class 18 contains 5348 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711104.000000 Penalty: 61452.480469
Iteration 473Q: 20 clusters Score -5.77111e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 25737 members 
Mstep: Class 3 contains 21805 members 
Mstep: Class 4 contains 733 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9648 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 39342 members 
Mstep: Class 11 contains 19649 members 
Mstep: Class 12 contains 207030 members 
Mstep: Class 13 contains 4015 members 
Mstep: Class 16 contains 95881 members 
Mstep: Class 17 contains 6323 members 
Mstep: Class 18 contains 5348 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711080.000000 Penalty: 61452.480469
Iteration 474Q: 20 clusters Score -5.771108e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 25744 members 
Mstep: Class 3 contains 21816 members 
Mstep: Class 4 contains 733 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9654 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 39269 members 
Mstep: Class 11 contains 19651 members 
Mstep: Class 12 contains 207066 members 
Mstep: Class 13 contains 4021 members 
Mstep: Class 16 contains 95882 members 
Mstep: Class 17 contains 6323 members 
Mstep: Class 18 contains 5350 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711208.000000 Penalty: 61452.480469
Iteration 475Q: 20 clusters Score -5.771121e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 25743 members 
Mstep: Class 3 contains 21832 members 
Mstep: Class 4 contains 735 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9657 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 39200 members 
Mstep: Class 11 contains 19650 members 
Mstep: Class 12 contains 207114 members 
Mstep: Class 13 contains 4024 members 
Mstep: Class 16 contains 95881 members 
Mstep: Class 17 contains 6323 members 
Mstep: Class 18 contains 5354 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711088.000000 Penalty: 61452.480469
Iteration 476Q: 20 clusters Score -5.771109e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 25745 members 
Mstep: Class 3 contains 21843 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9662 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 39132 members 
Mstep: Class 11 contains 19649 members 
Mstep: Class 12 contains 207152 members 
Mstep: Class 13 contains 4029 members 
Mstep: Class 16 contains 95888 members 
Mstep: Class 17 contains 6325 members 
Mstep: Class 18 contains 5358 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711124.000000 Penalty: 61452.480469
Iteration 477Q: 20 clusters Score -5.771112e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 25745 members 
Mstep: Class 3 contains 21849 members 
Mstep: Class 4 contains 735 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9666 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 39060 members 
Mstep: Class 11 contains 19649 members 
Mstep: Class 12 contains 207209 members 
Mstep: Class 13 contains 4035 members 
Mstep: Class 16 contains 95887 members 
Mstep: Class 17 contains 6326 members 
Mstep: Class 18 contains 5361 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711008.000000 Penalty: 61452.480469
Iteration 478Q: 20 clusters Score -5.771101e+07 nChanged 140
Entering ConstructFrom: 
Score: -57711008.000000 Penalty: 61452.480469
Entering ConstructFrom: 
Trying to split cluster 1 (18998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Entering Unmasked Estep 
Score: -2441680.500000 Penalty: 2443.318115
	Iteration 0F: 2 clusters Score -2441680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -2428123.250000 Penalty: 4886.636230
	Iteration 0F: 3 clusters Score -2428123 nChanged 8296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2432578.500000 Penalty: 4886.636230
	Iteration 1F: 3 clusters Score -2432578 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -2432959.500000 Penalty: 4886.636230
	Iteration 2F: 3 clusters Score -2432960 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -2433206.500000 Penalty: 4886.636230
	Iteration 3Q: 3 clusters Score -2433206 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -2433421.500000 Penalty: 4886.636230
	Iteration 4Q: 3 clusters Score -2433422 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -2433625.000000 Penalty: 4886.636230
	Iteration 5Q: 3 clusters Score -2433625 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -2433809.250000 Penalty: 4886.636230
	Iteration 6Q: 3 clusters Score -2433809 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -2434043.500000 Penalty: 4886.636230
	Iteration 7Q: 3 clusters Score -2434044 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -2434352.000000 Penalty: 4886.636230
	Iteration 8Q: 3 clusters Score -2434352 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -2434735.500000 Penalty: 4886.636230
	Iteration 9Q: 3 clusters Score -2434736 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -2435246.250000 Penalty: 4886.636230
	Iteration 10Q: 3 clusters Score -2435246 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -2435904.250000 Penalty: 4886.636230
	Iteration 11Q: 3 clusters Score -2435904 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2436567.250000 Penalty: 4886.636230
	Iteration 12Q: 3 clusters Score -2436567 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -2437254.250000 Penalty: 4886.636230
	Iteration 13Q: 3 clusters Score -2437254 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2437881.750000 Penalty: 4886.636230
	Iteration 14Q: 3 clusters Score -2437882 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2438352.000000 Penalty: 4886.636230
	Iteration 15Q: 3 clusters Score -2438352 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2438730.000000 Penalty: 4886.636230
	Iteration 16Q: 3 clusters Score -2438730 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2439013.500000 Penalty: 4886.636230
	Iteration 17Q: 3 clusters Score -2439014 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2439212.500000 Penalty: 4886.636230
	Iteration 18Q: 3 clusters Score -2439212 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2439353.000000 Penalty: 4886.636230
	Iteration 19Q: 3 clusters Score -2439353 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2439451.250000 Penalty: 4886.636230
	Iteration 20F: 3 clusters Score -2439451 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2439516.000000 Penalty: 4886.636230
	Iteration 21Q: 3 clusters Score -2439516 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2439559.000000 Penalty: 4886.636230
	Iteration 22Q: 3 clusters Score -2439559 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2439584.500000 Penalty: 4886.636230
	Iteration 23Q: 3 clusters Score -2439584 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2439598.000000 Penalty: 4886.636230
	Iteration 24Q: 3 clusters Score -2439598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2439608.250000 Penalty: 4886.636230
	Iteration 25Q: 3 clusters Score -2439608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2439622.250000 Penalty: 4886.636230
	Iteration 26Q: 3 clusters Score -2439622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2439634.250000 Penalty: 4886.636230
	Iteration 27Q: 3 clusters Score -2439634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2439637.500000 Penalty: 4886.636230
	Iteration 28Q: 3 clusters Score -2439638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2439640.750000 Penalty: 4886.636230
	Iteration 29Q: 3 clusters Score -2439641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2439644.500000 Penalty: 4886.636230
	Iteration 30Q: 3 clusters Score -2439644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2439642.250000 Penalty: 4886.636230
	Iteration 31Q: 3 clusters Score -2439642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2439644.750000 Penalty: 4886.636230
	Iteration 32Q: 3 clusters Score -2439645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2439647.250000 Penalty: 4886.636230
	Iteration 33Q: 3 clusters Score -2439647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2439647.250000 Penalty: 4886.636230
	Iteration 34Q: 3 clusters Score -2439647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2439647.000000 Penalty: 4886.636230
	Iteration 35Q: 3 clusters Score -2439647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2439650.000000 Penalty: 4886.636230
	Iteration 36Q: 3 clusters Score -2439650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2439650.000000 Penalty: 4886.636230
	Iteration 37F: 3 clusters Score -2439650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Entering Unmasked Estep 
Score: -3320955.000000 Penalty: 2518.686768
	Iteration 0F: 2 clusters Score -3320955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -3303164.500000 Penalty: 5037.373535
	Iteration 0F: 3 clusters Score -3303164 nChanged 11435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -3309186.000000 Penalty: 5037.373535
	Iteration 1F: 3 clusters Score -3309186 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -3309672.500000 Penalty: 5037.373535
	Iteration 2F: 3 clusters Score -3309672 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -3310192.750000 Penalty: 5037.373535
	Iteration 3Q: 3 clusters Score -3310193 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -3310802.250000 Penalty: 5037.373535
	Iteration 4Q: 3 clusters Score -3310802 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -3311477.250000 Penalty: 5037.373535
	Iteration 5F: 3 clusters Score -3311477 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -3312316.250000 Penalty: 5037.373535
	Iteration 6F: 3 clusters Score -3312316 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -3313371.250000 Penalty: 5037.373535
	Iteration 7F: 3 clusters Score -3313371 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -3314425.000000 Penalty: 5037.373535
	Iteration 8F: 3 clusters Score -3314425 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -3315497.250000 Penalty: 5037.373535
	Iteration 9F: 3 clusters Score -3315497 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -3316353.000000 Penalty: 5037.373535
	Iteration 10Q: 3 clusters Score -3316353 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -3316903.000000 Penalty: 5037.373535
	Iteration 11Q: 3 clusters Score -3316903 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -3317170.500000 Penalty: 5037.373535
	Iteration 12Q: 3 clusters Score -3317170 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -3317355.000000 Penalty: 5037.373535
	Iteration 13Q: 3 clusters Score -3317355 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -3317486.250000 Penalty: 5037.373535
	Iteration 14Q: 3 clusters Score -3317486 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -3317601.750000 Penalty: 5037.373535
	Iteration 15Q: 3 clusters Score -3317602 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -3317697.250000 Penalty: 5037.373535
	Iteration 16Q: 3 clusters Score -3317697 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -3317769.000000 Penalty: 5037.373535
	Iteration 17Q: 3 clusters Score -3317769 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -3317842.500000 Penalty: 5037.373535
	Iteration 18Q: 3 clusters Score -3317842 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -3317911.500000 Penalty: 5037.373535
	Iteration 19Q: 3 clusters Score -3317912 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -3317978.500000 Penalty: 5037.373535
	Iteration 20F: 3 clusters Score -3317978 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -3318057.000000 Penalty: 5037.373535
	Iteration 21Q: 3 clusters Score -3318057 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -3318118.750000 Penalty: 5037.373535
	Iteration 22Q: 3 clusters Score -3318119 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -3318182.250000 Penalty: 5037.373535
	Iteration 23Q: 3 clusters Score -3318182 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -3318233.000000 Penalty: 5037.373535
	Iteration 24Q: 3 clusters Score -3318233 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -3318283.250000 Penalty: 5037.373535
	Iteration 25Q: 3 clusters Score -3318283 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -3318325.750000 Penalty: 5037.373535
	Iteration 26Q: 3 clusters Score -3318326 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -3318358.000000 Penalty: 5037.373535
	Iteration 27Q: 3 clusters Score -3318358 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -3318406.250000 Penalty: 5037.373535
	Iteration 28Q: 3 clusters Score -3318406 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -3318421.000000 Penalty: 5037.373535
	Iteration 29Q: 3 clusters Score -3318421 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -3318448.250000 Penalty: 5037.373535
	Iteration 30Q: 3 clusters Score -3318448 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -3318474.000000 Penalty: 5037.373535
	Iteration 31Q: 3 clusters Score -3318474 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -3318510.750000 Penalty: 5037.373535
	Iteration 32Q: 3 clusters Score -3318511 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -3318539.250000 Penalty: 5037.373535
	Iteration 33Q: 3 clusters Score -3318539 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -3318560.750000 Penalty: 5037.373535
	Iteration 34Q: 3 clusters Score -3318561 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -3318573.750000 Penalty: 5037.373535
	Iteration 35Q: 3 clusters Score -3318574 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -3318598.750000 Penalty: 5037.373535
	Iteration 36Q: 3 clusters Score -3318599 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -3318613.750000 Penalty: 5037.373535
	Iteration 37Q: 3 clusters Score -3318614 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -3318625.250000 Penalty: 5037.373535
	Iteration 38Q: 3 clusters Score -3318625 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -3318636.000000 Penalty: 5037.373535
	Iteration 39Q: 3 clusters Score -3318636 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -3318642.250000 Penalty: 5037.373535
	Iteration 40F: 3 clusters Score -3318642 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -3318643.750000 Penalty: 5037.373535
	Iteration 41Q: 3 clusters Score -3318644 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -3318655.000000 Penalty: 5037.373535
	Iteration 42Q: 3 clusters Score -3318655 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -3318660.750000 Penalty: 5037.373535
	Iteration 43Q: 3 clusters Score -3318661 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -3318681.250000 Penalty: 5037.373535
	Iteration 44Q: 3 clusters Score -3318681 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -3318689.500000 Penalty: 5037.373535
	Iteration 45Q: 3 clusters Score -3318690 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -3318704.000000 Penalty: 5037.373535
	Iteration 46Q: 3 clusters Score -3318704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -3318716.750000 Penalty: 5037.373535
	Iteration 47Q: 3 clusters Score -3318717 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -3318722.000000 Penalty: 5037.373535
	Iteration 48Q: 3 clusters Score -3318722 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -3318736.500000 Penalty: 5037.373535
	Iteration 49Q: 3 clusters Score -3318736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -3318739.000000 Penalty: 5037.373535
	Iteration 50Q: 3 clusters Score -3318739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -3318737.750000 Penalty: 5037.373535
	Iteration 51Q: 3 clusters Score -3318738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -3318742.250000 Penalty: 5037.373535
	Iteration 52Q: 3 clusters Score -3318742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -3318739.250000 Penalty: 5037.373535
	Iteration 53Q: 3 clusters Score -3318739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -3318742.250000 Penalty: 5037.373535
	Iteration 54Q: 3 clusters Score -3318742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -3318744.250000 Penalty: 5037.373535
	Iteration 55Q: 3 clusters Score -3318744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -3318742.750000 Penalty: 5037.373535
	Iteration 56Q: 3 clusters Score -3318743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -3318742.750000 Penalty: 5037.373535
	Iteration 57F: 3 clusters Score -3318743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Entering Unmasked Estep 
Score: -2816818.750000 Penalty: 2478.084473
	Iteration 0F: 2 clusters Score -2816819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -2801513.750000 Penalty: 4956.168945
	Iteration 0F: 3 clusters Score -2801514 nChanged 9669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -2806604.000000 Penalty: 4956.168945
	Iteration 1F: 3 clusters Score -2806604 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2806947.250000 Penalty: 4956.168945
	Iteration 2Q: 3 clusters Score -2806947 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -2807213.250000 Penalty: 4956.168945
	Iteration 3Q: 3 clusters Score -2807213 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -2807445.250000 Penalty: 4956.168945
	Iteration 4Q: 3 clusters Score -2807445 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -2807663.750000 Penalty: 4956.168945
	Iteration 5Q: 3 clusters Score -2807664 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -2807913.250000 Penalty: 4956.168945
	Iteration 6Q: 3 clusters Score -2807913 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -2808306.750000 Penalty: 4956.168945
	Iteration 7Q: 3 clusters Score -2808307 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -2808841.000000 Penalty: 4956.168945
	Iteration 8Q: 3 clusters Score -2808841 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -2809533.750000 Penalty: 4956.168945
	Iteration 9Q: 3 clusters Score -2809534 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2810340.750000 Penalty: 4956.168945
	Iteration 10F: 3 clusters Score -2810341 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -2811291.500000 Penalty: 4956.168945
	Iteration 11F: 3 clusters Score -2811292 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -2812231.000000 Penalty: 4956.168945
	Iteration 12F: 3 clusters Score -2812231 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -2813016.250000 Penalty: 4956.168945
	Iteration 13Q: 3 clusters Score -2813016 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2813566.250000 Penalty: 4956.168945
	Iteration 14Q: 3 clusters Score -2813566 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2813954.500000 Penalty: 4956.168945
	Iteration 15Q: 3 clusters Score -2813954 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2814197.500000 Penalty: 4956.168945
	Iteration 16Q: 3 clusters Score -2814198 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2814362.250000 Penalty: 4956.168945
	Iteration 17Q: 3 clusters Score -2814362 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2814493.750000 Penalty: 4956.168945
	Iteration 18Q: 3 clusters Score -2814494 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2814557.500000 Penalty: 4956.168945
	Iteration 19Q: 3 clusters Score -2814558 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2814610.000000 Penalty: 4956.168945
	Iteration 20F: 3 clusters Score -2814610 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2814641.750000 Penalty: 4956.168945
	Iteration 21Q: 3 clusters Score -2814642 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2814663.750000 Penalty: 4956.168945
	Iteration 22Q: 3 clusters Score -2814664 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2814675.250000 Penalty: 4956.168945
	Iteration 23Q: 3 clusters Score -2814675 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2814689.000000 Penalty: 4956.168945
	Iteration 24Q: 3 clusters Score -2814689 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2814706.750000 Penalty: 4956.168945
	Iteration 25Q: 3 clusters Score -2814707 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2814721.000000 Penalty: 4956.168945
	Iteration 26Q: 3 clusters Score -2814721 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2814751.500000 Penalty: 4956.168945
	Iteration 27Q: 3 clusters Score -2814752 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2814761.500000 Penalty: 4956.168945
	Iteration 28Q: 3 clusters Score -2814762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2814768.250000 Penalty: 4956.168945
	Iteration 29Q: 3 clusters Score -2814768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2814775.750000 Penalty: 4956.168945
	Iteration 30Q: 3 clusters Score -2814776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2814792.000000 Penalty: 4956.168945
	Iteration 31Q: 3 clusters Score -2814792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2814794.500000 Penalty: 4956.168945
	Iteration 32Q: 3 clusters Score -2814794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2814798.000000 Penalty: 4956.168945
	Iteration 33Q: 3 clusters Score -2814798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2814807.000000 Penalty: 4956.168945
	Iteration 34Q: 3 clusters Score -2814807 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2814808.500000 Penalty: 4956.168945
	Iteration 35Q: 3 clusters Score -2814808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2814809.250000 Penalty: 4956.168945
	Iteration 36Q: 3 clusters Score -2814809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2814813.000000 Penalty: 4956.168945
	Iteration 37Q: 3 clusters Score -2814813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2814821.750000 Penalty: 4956.168945
	Iteration 38Q: 3 clusters Score -2814822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2814824.500000 Penalty: 4956.168945
	Iteration 39Q: 3 clusters Score -2814824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2814825.250000 Penalty: 4956.168945
	Iteration 40F: 3 clusters Score -2814825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2814832.000000 Penalty: 4956.168945
	Iteration 41Q: 3 clusters Score -2814832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2814834.000000 Penalty: 4956.168945
	Iteration 42Q: 3 clusters Score -2814834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2814837.000000 Penalty: 4956.168945
	Iteration 43Q: 3 clusters Score -2814837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2814836.750000 Penalty: 4956.168945
	Iteration 44Q: 3 clusters Score -2814837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2814841.250000 Penalty: 4956.168945
	Iteration 45Q: 3 clusters Score -2814841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2814844.250000 Penalty: 4956.168945
	Iteration 46Q: 3 clusters Score -2814844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2814844.000000 Penalty: 4956.168945
	Iteration 47Q: 3 clusters Score -2814844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2814846.250000 Penalty: 4956.168945
	Iteration 48Q: 3 clusters Score -2814846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2814846.250000 Penalty: 4956.168945
	Iteration 49F: 3 clusters Score -2814846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Entering Unmasked Estep 
Score: -91578.476562 Penalty: 1636.767944
	Iteration 0F: 2 clusters Score -91578.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -89835.164062 Penalty: 3273.535889
	Iteration 0F: 3 clusters Score -89835.16 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -90005.804688 Penalty: 3273.535889
	Iteration 1F: 3 clusters Score -90005.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -90070.335938 Penalty: 3273.535889
	Iteration 2F: 3 clusters Score -90070.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -90101.023438 Penalty: 3273.535889
	Iteration 3Q: 3 clusters Score -90101.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -90110.000000 Penalty: 3273.535889
	Iteration 4Q: 3 clusters Score -90110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -90119.812500 Penalty: 3273.535889
	Iteration 5Q: 3 clusters Score -90119.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -90123.562500 Penalty: 3273.535889
	Iteration 6Q: 3 clusters Score -90123.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -90125.007812 Penalty: 3273.535889
	Iteration 7Q: 3 clusters Score -90125.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -90125.007812 Penalty: 3273.535889
	Iteration 8F: 3 clusters Score -90125.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -52737.804688 Penalty: 1541.718262
	Iteration 0F: 2 clusters Score -52737.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -51327.738281 Penalty: 3083.436523
	Iteration 0F: 3 clusters Score -51327.74 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -51591.085938 Penalty: 3083.436523
	Iteration 1F: 3 clusters Score -51591.09 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -51808.707031 Penalty: 3083.436523
	Iteration 2F: 3 clusters Score -51808.71 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -52099.160156 Penalty: 3083.436523
	Iteration 3F: 3 clusters Score -52099.16 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -52580.531250 Penalty: 3083.436523
	Iteration 4F: 3 clusters Score -52580.53 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -52699.917969 Penalty: 3083.436523
	Iteration 5F: 3 clusters Score -52699.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -52876.265625 Penalty: 3083.436523
	Iteration 6Q: 3 clusters Score -52876.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -53004.761719 Penalty: 3083.436523
	Iteration 7Q: 3 clusters Score -53004.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -53083.375000 Penalty: 3083.436523
	Iteration 8Q: 3 clusters Score -53083.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -53146.933594 Penalty: 3083.436523
	Iteration 9Q: 3 clusters Score -53146.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -53167.945312 Penalty: 3083.436523
	Iteration 10Q: 3 clusters Score -53167.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -53186.585938 Penalty: 3083.436523
	Iteration 11Q: 3 clusters Score -53186.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -53186.585938 Penalty: 3083.436523
	Iteration 12F: 3 clusters Score -53186.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 25745 members 
Mstep: Class 3 contains 21857 members 
Mstep: Class 4 contains 735 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 9667 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 39008 members 
Mstep: Class 11 contains 19649 members 
Mstep: Class 12 contains 207246 members 
Mstep: Class 13 contains 4042 members 
Mstep: Class 14 contains 138 members 
Mstep: Class 16 contains 95889 members 
Mstep: Class 17 contains 6329 members 
Mstep: Class 18 contains 5361 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
Score: -57709784.000000 Penalty: 64686.820312
Splitting cluster 5 changes total score from -57711008.000000 to -57709784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (9667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Entering Unmasked Estep 
Score: -1238420.125000 Penalty: 2275.765381
	Iteration 0F: 2 clusters Score -1238420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1230944.250000 Penalty: 4551.530762
	Iteration 0F: 3 clusters Score -1230944 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1233088.750000 Penalty: 4551.530762
	Iteration 1F: 3 clusters Score -1233089 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1233379.750000 Penalty: 4551.530762
	Iteration 2F: 3 clusters Score -1233380 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1233637.500000 Penalty: 4551.530762
	Iteration 3F: 3 clusters Score -1233638 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1233869.375000 Penalty: 4551.530762
	Iteration 4Q: 3 clusters Score -1233869 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1234115.250000 Penalty: 4551.530762
	Iteration 5Q: 3 clusters Score -1234115 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1234388.875000 Penalty: 4551.530762
	Iteration 6Q: 3 clusters Score -1234389 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1234696.625000 Penalty: 4551.530762
	Iteration 7Q: 3 clusters Score -1234697 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1235085.500000 Penalty: 4551.530762
	Iteration 8F: 3 clusters Score -1235086 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1235455.750000 Penalty: 4551.530762
	Iteration 9Q: 3 clusters Score -1235456 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1235768.125000 Penalty: 4551.530762
	Iteration 10Q: 3 clusters Score -1235768 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1236032.625000 Penalty: 4551.530762
	Iteration 11Q: 3 clusters Score -1236033 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1236226.875000 Penalty: 4551.530762
	Iteration 12Q: 3 clusters Score -1236227 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1236370.625000 Penalty: 4551.530762
	Iteration 13Q: 3 clusters Score -1236371 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1236474.250000 Penalty: 4551.530762
	Iteration 14Q: 3 clusters Score -1236474 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1236554.000000 Penalty: 4551.530762
	Iteration 15Q: 3 clusters Score -1236554 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1236630.875000 Penalty: 4551.530762
	Iteration 16Q: 3 clusters Score -1236631 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1236702.875000 Penalty: 4551.530762
	Iteration 17Q: 3 clusters Score -1236703 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1236748.000000 Penalty: 4551.530762
	Iteration 18Q: 3 clusters Score -1236748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1236775.625000 Penalty: 4551.530762
	Iteration 19Q: 3 clusters Score -1236776 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1236799.750000 Penalty: 4551.530762
	Iteration 20F: 3 clusters Score -1236800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1236815.875000 Penalty: 4551.530762
	Iteration 21Q: 3 clusters Score -1236816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1236833.625000 Penalty: 4551.530762
	Iteration 22Q: 3 clusters Score -1236834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1236840.250000 Penalty: 4551.530762
	Iteration 23Q: 3 clusters Score -1236840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1236846.625000 Penalty: 4551.530762
	Iteration 24Q: 3 clusters Score -1236847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1236851.750000 Penalty: 4551.530762
	Iteration 25Q: 3 clusters Score -1236852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1236854.000000 Penalty: 4551.530762
	Iteration 26Q: 3 clusters Score -1236854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1236856.000000 Penalty: 4551.530762
	Iteration 27Q: 3 clusters Score -1236856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1236855.875000 Penalty: 4551.530762
	Iteration 28Q: 3 clusters Score -1236856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1236857.750000 Penalty: 4551.530762
	Iteration 29Q: 3 clusters Score -1236858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1236858.500000 Penalty: 4551.530762
	Iteration 30Q: 3 clusters Score -1236858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1236857.875000 Penalty: 4551.530762
	Iteration 31Q: 3 clusters Score -1236858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1236857.875000 Penalty: 4551.530762
	Iteration 32F: 3 clusters Score -1236858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -60580.558594 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -60580.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -59034.328125 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -59034.33 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -59298.234375 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -59298.23 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -59529.437500 Penalty: 3127.006592
	Iteration 2F: 3 clusters Score -59529.44 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -59658.105469 Penalty: 3127.006592
	Iteration 3F: 3 clusters Score -59658.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -59736.558594 Penalty: 3127.006592
	Iteration 4Q: 3 clusters Score -59736.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -59780.375000 Penalty: 3127.006592
	Iteration 5Q: 3 clusters Score -59780.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -59798.300781 Penalty: 3127.006592
	Iteration 6Q: 3 clusters Score -59798.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -59803.265625 Penalty: 3127.006592
	Iteration 7Q: 3 clusters Score -59803.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -59808.062500 Penalty: 3127.006592
	Iteration 8Q: 3 clusters Score -59808.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -59809.910156 Penalty: 3127.006592
	Iteration 9Q: 3 clusters Score -59809.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -59809.910156 Penalty: 3127.006592
	Iteration 10F: 3 clusters Score -59809.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -32030.804688 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -32030.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -30765.998047 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -30766 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -30988.927734 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -30988.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -31098.916016 Penalty: 2856.415283
	Iteration 2F: 3 clusters Score -31098.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -31215.962891 Penalty: 2856.415283
	Iteration 3F: 3 clusters Score -31215.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -31319.873047 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -31319.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -31375.736328 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -31375.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -31445.902344 Penalty: 2856.415283
	Iteration 6Q: 3 clusters Score -31445.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31526.914062 Penalty: 2856.415283
	Iteration 7Q: 3 clusters Score -31526.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31621.558594 Penalty: 2856.415283
	Iteration 8Q: 3 clusters Score -31621.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -31733.703125 Penalty: 2856.415283
	Iteration 9Q: 3 clusters Score -31733.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -31774.519531 Penalty: 2856.415283
	Iteration 10Q: 3 clusters Score -31774.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -31798.314453 Penalty: 2856.415283
	Iteration 11Q: 3 clusters Score -31798.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31829.503906 Penalty: 2856.415283
	Iteration 12Q: 3 clusters Score -31829.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -31843.320312 Penalty: 2856.415283
	Iteration 13Q: 3 clusters Score -31843.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -31852.986328 Penalty: 2856.415283
	Iteration 14F: 3 clusters Score -31852.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31881.703125 Penalty: 2856.415283
	Iteration 15Q: 3 clusters Score -31881.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31893.037109 Penalty: 2856.415283
	Iteration 16Q: 3 clusters Score -31893.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31893.037109 Penalty: 2856.415283
	Iteration 17F: 3 clusters Score -31893.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Entering Unmasked Estep 
Score: -70477.359375 Penalty: 1617.843506
	Iteration 0F: 2 clusters Score -70477.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -68853.523438 Penalty: 3235.687012
	Iteration 0F: 3 clusters Score -68853.52 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -69266.226562 Penalty: 3235.687012
	Iteration 1F: 3 clusters Score -69266.23 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -69525.156250 Penalty: 3235.687012
	Iteration 2F: 3 clusters Score -69525.16 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -69633.804688 Penalty: 3235.687012
	Iteration 3F: 3 clusters Score -69633.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -69725.992188 Penalty: 3235.687012
	Iteration 4Q: 3 clusters Score -69725.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -69806.632812 Penalty: 3235.687012
	Iteration 5Q: 3 clusters Score -69806.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -69918.171875 Penalty: 3235.687012
	Iteration 6Q: 3 clusters Score -69918.17 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -70001.718750 Penalty: 3235.687012
	Iteration 7Q: 3 clusters Score -70001.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -70075.585938 Penalty: 3235.687012
	Iteration 8Q: 3 clusters Score -70075.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -70139.156250 Penalty: 3235.687012
	Iteration 9Q: 3 clusters Score -70139.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -70168.484375 Penalty: 3235.687012
	Iteration 10Q: 3 clusters Score -70168.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -70199.578125 Penalty: 3235.687012
	Iteration 11Q: 3 clusters Score -70199.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -70237.585938 Penalty: 3235.687012
	Iteration 12Q: 3 clusters Score -70237.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -70283.570312 Penalty: 3235.687012
	Iteration 13Q: 3 clusters Score -70283.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -70345.875000 Penalty: 3235.687012
	Iteration 14Q: 3 clusters Score -70345.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -70383.648438 Penalty: 3235.687012
	Iteration 15Q: 3 clusters Score -70383.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -70437.765625 Penalty: 3235.687012
	Iteration 16Q: 3 clusters Score -70437.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -70482.476562 Penalty: 3235.687012
	Iteration 17Q: 3 clusters Score -70482.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -70529.382812 Penalty: 3235.687012
	Iteration 18Q: 3 clusters Score -70529.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -70557.625000 Penalty: 3235.687012
	Iteration 19Q: 3 clusters Score -70557.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -70581.882812 Penalty: 3235.687012
	Iteration 20F: 3 clusters Score -70581.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -70642.804688 Penalty: 3235.687012
	Iteration 21Q: 3 clusters Score -70642.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -70642.804688 Penalty: 3235.687012
	Iteration 22F: 3 clusters Score -70642.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 25745 members 
Mstep: Class 3 contains 21857 members 
Mstep: Class 4 contains 735 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9667 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 227 members 
Mstep: Class 10 contains 39008 members 
Mstep: Class 11 contains 19649 members 
Mstep: Class 12 contains 207246 members 
Mstep: Class 13 contains 4042 members 
Mstep: Class 14 contains 454 members 
Mstep: Class 16 contains 95889 members 
Mstep: Class 17 contains 6329 members 
Mstep: Class 18 contains 5361 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
Score: -57709568.000000 Penalty: 64686.820312
Splitting cluster 9 changes total score from -57711008.000000 to -57709568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (39008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Entering Unmasked Estep 
Score: -5011776.500000 Penalty: 2621.737305
	Iteration 0F: 2 clusters Score -5011776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -4985359.500000 Penalty: 5243.474609
	Iteration 0F: 3 clusters Score -4985360 nChanged 17946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -4995473.500000 Penalty: 5243.474609
	Iteration 1F: 3 clusters Score -4995474 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -4996413.500000 Penalty: 5243.474609
	Iteration 2F: 3 clusters Score -4996414 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -4997443.000000 Penalty: 5243.474609
	Iteration 3F: 3 clusters Score -4997443 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -4998648.500000 Penalty: 5243.474609
	Iteration 4F: 3 clusters Score -4998648 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -4999937.000000 Penalty: 5243.474609
	Iteration 5F: 3 clusters Score -4999937 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -5001260.500000 Penalty: 5243.474609
	Iteration 6F: 3 clusters Score -5001260 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -5002787.000000 Penalty: 5243.474609
	Iteration 7F: 3 clusters Score -5002787 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -5004283.000000 Penalty: 5243.474609
	Iteration 8F: 3 clusters Score -5004283 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -5005425.000000 Penalty: 5243.474609
	Iteration 9Q: 3 clusters Score -5005425 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -5006178.000000 Penalty: 5243.474609
	Iteration 10Q: 3 clusters Score -5006178 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -5006598.000000 Penalty: 5243.474609
	Iteration 11Q: 3 clusters Score -5006598 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -5006815.500000 Penalty: 5243.474609
	Iteration 12Q: 3 clusters Score -5006816 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -5006932.500000 Penalty: 5243.474609
	Iteration 13Q: 3 clusters Score -5006932 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -5007041.500000 Penalty: 5243.474609
	Iteration 14Q: 3 clusters Score -5007042 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -5007115.000000 Penalty: 5243.474609
	Iteration 15Q: 3 clusters Score -5007115 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -5007161.000000 Penalty: 5243.474609
	Iteration 16Q: 3 clusters Score -5007161 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -5007224.500000 Penalty: 5243.474609
	Iteration 17Q: 3 clusters Score -5007224 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -5007259.000000 Penalty: 5243.474609
	Iteration 18Q: 3 clusters Score -5007259 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -5007315.500000 Penalty: 5243.474609
	Iteration 19Q: 3 clusters Score -5007316 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -5007342.500000 Penalty: 5243.474609
	Iteration 20F: 3 clusters Score -5007342 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -5007365.000000 Penalty: 5243.474609
	Iteration 21Q: 3 clusters Score -5007365 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -5007388.000000 Penalty: 5243.474609
	Iteration 22Q: 3 clusters Score -5007388 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -5007402.500000 Penalty: 5243.474609
	Iteration 23Q: 3 clusters Score -5007402 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -5007434.500000 Penalty: 5243.474609
	Iteration 24Q: 3 clusters Score -5007434 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -5007439.000000 Penalty: 5243.474609
	Iteration 25Q: 3 clusters Score -5007439 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -5007451.000000 Penalty: 5243.474609
	Iteration 26Q: 3 clusters Score -5007451 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -5007466.000000 Penalty: 5243.474609
	Iteration 27Q: 3 clusters Score -5007466 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -5007475.500000 Penalty: 5243.474609
	Iteration 28Q: 3 clusters Score -5007476 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -5007512.000000 Penalty: 5243.474609
	Iteration 29Q: 3 clusters Score -5007512 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -5007514.500000 Penalty: 5243.474609
	Iteration 30Q: 3 clusters Score -5007514 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -5007523.500000 Penalty: 5243.474609
	Iteration 31Q: 3 clusters Score -5007524 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -5007556.000000 Penalty: 5243.474609
	Iteration 32Q: 3 clusters Score -5007556 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 12540 members 
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	Iteration 33Q: 3 clusters Score -5007571 nChanged 134
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	Iteration 34Q: 3 clusters Score -5007575 nChanged 127
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Mstep: Class 1 contains 26723 members 
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	Iteration 35Q: 3 clusters Score -5007605 nChanged 142
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Mstep: Class 2 contains 12149 members 
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	Iteration 37Q: 3 clusters Score -5007638 nChanged 140
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	Iteration 38Q: 3 clusters Score -5007649 nChanged 142
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	Iteration 40F: 3 clusters Score -5007672 nChanged 128
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Mstep: Class 1 contains 27501 members 
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	Iteration 42Q: 3 clusters Score -5007695 nChanged 114
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5007711 nChanged 126
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Mstep: Class 1 contains 27852 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5007842 nChanged 165
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Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 10374 members 
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	Iteration 49Q: 3 clusters Score -5007864 nChanged 186
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Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5007866 nChanged 177
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Mstep: Class 1 contains 28975 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 9834 members 
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Mstep: Class 2 contains 9647 members 
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	Iteration 60F: 3 clusters Score -5008162 nChanged 143
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Mstep: Class 1 contains 30727 members 
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	Iteration 70Q: 3 clusters Score -5008394 nChanged 181
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Mstep: Class 1 contains 32543 members 
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	Iteration 72Q: 3 clusters Score -5008480 nChanged 188
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Mstep: Class 1 contains 32731 members 
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Mstep: Class 1 contains 33149 members 
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Mstep: Class 1 contains 33786 members 
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	Iteration 78Q: 3 clusters Score -5008734 nChanged 247
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Mstep: Class 1 contains 34031 members 
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Mstep: Class 1 contains 34261 members 
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	Iteration 80F: 3 clusters Score -5008848 nChanged 206
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Mstep: Class 1 contains 34677 members 
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	Iteration 83Q: 3 clusters Score -5008998 nChanged 209
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	Iteration 84Q: 3 clusters Score -5009063 nChanged 210
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	Iteration 86Q: 3 clusters Score -5009176 nChanged 207
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	Iteration 87Q: 3 clusters Score -5009237 nChanged 204
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	Iteration 91Q: 3 clusters Score -5009614 nChanged 222
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Mstep: Class 1 contains 36706 members 
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Mstep: Class 1 contains 37074 members 
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	Iteration 94Q: 3 clusters Score -5010130 nChanged 175
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	Iteration 96Q: 3 clusters Score -5010394 nChanged 121
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	Iteration 97Q: 3 clusters Score -5010459 nChanged 88
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	Iteration 98Q: 3 clusters Score -5010508 nChanged 66
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	Iteration 99Q: 3 clusters Score -5010534 nChanged 55
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	Iteration 100F: 3 clusters Score -5010554 nChanged 40
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	Iteration 101Q: 3 clusters Score -5010567 nChanged 35
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	Iteration 102Q: 3 clusters Score -5010570 nChanged 26
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	Iteration 103Q: 3 clusters Score -5010584 nChanged 17
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	Iteration 104Q: 3 clusters Score -5010583 nChanged 17
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	Iteration 105Q: 3 clusters Score -5010587 nChanged 16
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	Iteration 106Q: 3 clusters Score -5010584 nChanged 15
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	Iteration 107Q: 3 clusters Score -5010596 nChanged 13
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	Iteration 108Q: 3 clusters Score -5010594 nChanged 9
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	Iteration 109Q: 3 clusters Score -5010596 nChanged 7
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	Iteration 110Q: 3 clusters Score -5010601 nChanged 5
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	Iteration 111Q: 3 clusters Score -5010603 nChanged 5
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	Iteration 112Q: 3 clusters Score -5010603 nChanged 10
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	Iteration 113Q: 3 clusters Score -5010608 nChanged 12
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	Iteration 114Q: 3 clusters Score -5010612 nChanged 11
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	Iteration 115Q: 3 clusters Score -5010610 nChanged 12
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	Iteration 116Q: 3 clusters Score -5010616 nChanged 11
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	Iteration 117Q: 3 clusters Score -5010616 nChanged 9
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	Iteration 118Q: 3 clusters Score -5010620 nChanged 6
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	Iteration 119Q: 3 clusters Score -5010620 nChanged 7
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	Iteration 120F: 3 clusters Score -5010624 nChanged 9
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	Iteration 121Q: 3 clusters Score -5010626 nChanged 7
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	Iteration 122Q: 3 clusters Score -5010627 nChanged 5
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	Iteration 123Q: 3 clusters Score -5010620 nChanged 4
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	Iteration 124Q: 3 clusters Score -5010624 nChanged 5
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	Iteration 125Q: 3 clusters Score -5010628 nChanged 3
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	Iteration 126Q: 3 clusters Score -5010632 nChanged 1
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Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -5010629.000000 Penalty: 5243.474609
	Iteration 127Q: 3 clusters Score -5010629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -5010633.500000 Penalty: 5243.474609
	Iteration 128Q: 3 clusters Score -5010634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -5010634.000000 Penalty: 5243.474609
	Iteration 129Q: 3 clusters Score -5010634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -5010634.000000 Penalty: 5243.474609
	Iteration 130F: 3 clusters Score -5010634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Entering Unmasked Estep 
Score: -2433934.000000 Penalty: 2451.673828
	Iteration 0F: 2 clusters Score -2433934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2420132.250000 Penalty: 4903.347656
	Iteration 0F: 3 clusters Score -2420132 nChanged 8672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2424697.500000 Penalty: 4903.347656
	Iteration 1F: 3 clusters Score -2424698 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2425178.000000 Penalty: 4903.347656
	Iteration 2F: 3 clusters Score -2425178 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -2425937.500000 Penalty: 4903.347656
	Iteration 3Q: 3 clusters Score -2425938 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -2426883.000000 Penalty: 4903.347656
	Iteration 4F: 3 clusters Score -2426883 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -2427848.750000 Penalty: 4903.347656
	Iteration 5F: 3 clusters Score -2427849 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -2428807.000000 Penalty: 4903.347656
	Iteration 6F: 3 clusters Score -2428807 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -2429687.500000 Penalty: 4903.347656
	Iteration 7F: 3 clusters Score -2429688 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -2430466.000000 Penalty: 4903.347656
	Iteration 8F: 3 clusters Score -2430466 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -2431157.000000 Penalty: 4903.347656
	Iteration 9F: 3 clusters Score -2431157 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -2431690.000000 Penalty: 4903.347656
	Iteration 10Q: 3 clusters Score -2431690 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -2432079.250000 Penalty: 4903.347656
	Iteration 11Q: 3 clusters Score -2432079 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -2432358.500000 Penalty: 4903.347656
	Iteration 12Q: 3 clusters Score -2432358 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -2432540.250000 Penalty: 4903.347656
	Iteration 13Q: 3 clusters Score -2432540 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -2432689.000000 Penalty: 4903.347656
	Iteration 14Q: 3 clusters Score -2432689 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -2432814.250000 Penalty: 4903.347656
	Iteration 15Q: 3 clusters Score -2432814 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -2432958.750000 Penalty: 4903.347656
	Iteration 16Q: 3 clusters Score -2432959 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -2433059.750000 Penalty: 4903.347656
	Iteration 17Q: 3 clusters Score -2433060 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -2433156.500000 Penalty: 4903.347656
	Iteration 18Q: 3 clusters Score -2433156 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -2433239.500000 Penalty: 4903.347656
	Iteration 19Q: 3 clusters Score -2433240 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -2433314.000000 Penalty: 4903.347656
	Iteration 20F: 3 clusters Score -2433314 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -2433381.500000 Penalty: 4903.347656
	Iteration 21Q: 3 clusters Score -2433382 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -2433441.750000 Penalty: 4903.347656
	Iteration 22Q: 3 clusters Score -2433442 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -2433496.500000 Penalty: 4903.347656
	Iteration 23Q: 3 clusters Score -2433496 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -2433547.750000 Penalty: 4903.347656
	Iteration 24Q: 3 clusters Score -2433548 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -2433577.000000 Penalty: 4903.347656
	Iteration 25Q: 3 clusters Score -2433577 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -2433600.250000 Penalty: 4903.347656
	Iteration 26Q: 3 clusters Score -2433600 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -2433621.750000 Penalty: 4903.347656
	Iteration 27Q: 3 clusters Score -2433622 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -2433639.750000 Penalty: 4903.347656
	Iteration 28Q: 3 clusters Score -2433640 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -2433673.250000 Penalty: 4903.347656
	Iteration 29Q: 3 clusters Score -2433673 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -2433700.000000 Penalty: 4903.347656
	Iteration 30Q: 3 clusters Score -2433700 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -2433721.250000 Penalty: 4903.347656
	Iteration 31Q: 3 clusters Score -2433721 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -2433743.750000 Penalty: 4903.347656
	Iteration 32Q: 3 clusters Score -2433744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -2433750.000000 Penalty: 4903.347656
	Iteration 33Q: 3 clusters Score -2433750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -2433754.000000 Penalty: 4903.347656
	Iteration 34Q: 3 clusters Score -2433754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -2433756.250000 Penalty: 4903.347656
	Iteration 35Q: 3 clusters Score -2433756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -2433765.750000 Penalty: 4903.347656
	Iteration 36Q: 3 clusters Score -2433766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -2433767.500000 Penalty: 4903.347656
	Iteration 37Q: 3 clusters Score -2433768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -2433769.500000 Penalty: 4903.347656
	Iteration 38Q: 3 clusters Score -2433770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -2433773.750000 Penalty: 4903.347656
	Iteration 39Q: 3 clusters Score -2433774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -2433779.000000 Penalty: 4903.347656
	Iteration 40F: 3 clusters Score -2433779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2433784.000000 Penalty: 4903.347656
	Iteration 41Q: 3 clusters Score -2433784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -2433783.000000 Penalty: 4903.347656
	Iteration 42Q: 3 clusters Score -2433783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -2433785.250000 Penalty: 4903.347656
	Iteration 43Q: 3 clusters Score -2433785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2433782.250000 Penalty: 4903.347656
	Iteration 44Q: 3 clusters Score -2433782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2433782.250000 Penalty: 4903.347656
	Iteration 45F: 3 clusters Score -2433782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (207246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207246 members 
Entering Unmasked Estep 
Score: -26174412.000000 Penalty: 3035.932129
	Iteration 0F: 2 clusters Score -2.617441e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103393 members 
Mstep: Class 2 contains 103853 members 
Entering Unmasked Estep 
Score: -26040692.000000 Penalty: 6071.864258
	Iteration 0F: 3 clusters Score -2.604069e+07 nChanged 99678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100865 members 
Mstep: Class 2 contains 106381 members 
Entering Unmasked Estep 
Score: -26098514.000000 Penalty: 6071.864258
	Iteration 1F: 3 clusters Score -2.609851e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99313 members 
Mstep: Class 2 contains 107933 members 
Entering Unmasked Estep 
Score: -26099594.000000 Penalty: 6071.864258
	Iteration 2Q: 3 clusters Score -2.609959e+07 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96918 members 
Mstep: Class 2 contains 110328 members 
Entering Unmasked Estep 
Score: -26101154.000000 Penalty: 6071.864258
	Iteration 3Q: 3 clusters Score -2.610115e+07 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93242 members 
Mstep: Class 2 contains 114004 members 
Entering Unmasked Estep 
Score: -26103388.000000 Penalty: 6071.864258
	Iteration 4Q: 3 clusters Score -2.610339e+07 nChanged 8242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87754 members 
Mstep: Class 2 contains 119492 members 
Entering Unmasked Estep 
Score: -26106908.000000 Penalty: 6071.864258
	Iteration 5Q: 3 clusters Score -2.610691e+07 nChanged 10167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79975 members 
Mstep: Class 2 contains 127271 members 
Entering Unmasked Estep 
Score: -26112048.000000 Penalty: 6071.864258
	Iteration 6Q: 3 clusters Score -2.611205e+07 nChanged 12051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69638 members 
Mstep: Class 2 contains 137608 members 
Entering Unmasked Estep 
Score: -26119400.000000 Penalty: 6071.864258
	Iteration 7F: 3 clusters Score -2.61194e+07 nChanged 13668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57206 members 
Mstep: Class 2 contains 150040 members 
Entering Unmasked Estep 
Score: -26129138.000000 Penalty: 6071.864258
	Iteration 8F: 3 clusters Score -2.612914e+07 nChanged 13704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44314 members 
Mstep: Class 2 contains 162932 members 
Entering Unmasked Estep 
Score: -26139460.000000 Penalty: 6071.864258
	Iteration 9F: 3 clusters Score -2.613946e+07 nChanged 12076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 174544 members 
Entering Unmasked Estep 
Score: -26148760.000000 Penalty: 6071.864258
	Iteration 10F: 3 clusters Score -2.614876e+07 nChanged 9657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 183941 members 
Entering Unmasked Estep 
Score: -26156042.000000 Penalty: 6071.864258
	Iteration 11Q: 3 clusters Score -2.615604e+07 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 190858 members 
Entering Unmasked Estep 
Score: -26161200.000000 Penalty: 6071.864258
	Iteration 12Q: 3 clusters Score -2.61612e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 196092 members 
Entering Unmasked Estep 
Score: -26165014.000000 Penalty: 6071.864258
	Iteration 13Q: 3 clusters Score -2.616501e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 199874 members 
Entering Unmasked Estep 
Score: -26167538.000000 Penalty: 6071.864258
	Iteration 14Q: 3 clusters Score -2.616754e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 202469 members 
Entering Unmasked Estep 
Score: -26169318.000000 Penalty: 6071.864258
	Iteration 15Q: 3 clusters Score -2.616932e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 204203 members 
Entering Unmasked Estep 
Score: -26170358.000000 Penalty: 6071.864258
	Iteration 16Q: 3 clusters Score -2.617036e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 205302 members 
Entering Unmasked Estep 
Score: -26170948.000000 Penalty: 6071.864258
	Iteration 17Q: 3 clusters Score -2.617095e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 205905 members 
Entering Unmasked Estep 
Score: -26171324.000000 Penalty: 6071.864258
	Iteration 18Q: 3 clusters Score -2.617132e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 206241 members 
Entering Unmasked Estep 
Score: -26171584.000000 Penalty: 6071.864258
	Iteration 19Q: 3 clusters Score -2.617158e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 206446 members 
Entering Unmasked Estep 
Score: -26171702.000000 Penalty: 6071.864258
	Iteration 20F: 3 clusters Score -2.61717e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 206558 members 
Entering Unmasked Estep 
Score: -26171704.000000 Penalty: 6071.864258
	Iteration 21Q: 3 clusters Score -2.61717e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 206626 members 
Entering Unmasked Estep 
Score: -26171746.000000 Penalty: 6071.864258
	Iteration 22Q: 3 clusters Score -2.617175e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 206676 members 
Entering Unmasked Estep 
Score: -26171750.000000 Penalty: 6071.864258
	Iteration 23Q: 3 clusters Score -2.617175e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 206702 members 
Entering Unmasked Estep 
Score: -26171766.000000 Penalty: 6071.864258
	Iteration 24Q: 3 clusters Score -2.617177e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 206722 members 
Entering Unmasked Estep 
Score: -26171784.000000 Penalty: 6071.864258
	Iteration 25Q: 3 clusters Score -2.617178e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 206740 members 
Entering Unmasked Estep 
Score: -26171800.000000 Penalty: 6071.864258
	Iteration 26Q: 3 clusters Score -2.61718e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 206755 members 
Entering Unmasked Estep 
Score: -26171828.000000 Penalty: 6071.864258
	Iteration 27Q: 3 clusters Score -2.617183e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 206765 members 
Entering Unmasked Estep 
Score: -26171826.000000 Penalty: 6071.864258
	Iteration 28Q: 3 clusters Score -2.617183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 206771 members 
Entering Unmasked Estep 
Score: -26171832.000000 Penalty: 6071.864258
	Iteration 29Q: 3 clusters Score -2.617183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 206775 members 
Entering Unmasked Estep 
Score: -26171842.000000 Penalty: 6071.864258
	Iteration 30Q: 3 clusters Score -2.617184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 206776 members 
Entering Unmasked Estep 
Score: -26171846.000000 Penalty: 6071.864258
	Iteration 31Q: 3 clusters Score -2.617185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 206780 members 
Entering Unmasked Estep 
Score: -26171838.000000 Penalty: 6071.864258
	Iteration 32Q: 3 clusters Score -2.617184e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 206786 members 
Entering Unmasked Estep 
Score: -26171830.000000 Penalty: 6071.864258
	Iteration 33Q: 3 clusters Score -2.617183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 206790 members 
Entering Unmasked Estep 
Score: -26171840.000000 Penalty: 6071.864258
	Iteration 34Q: 3 clusters Score -2.617184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 206793 members 
Entering Unmasked Estep 
Score: -26171856.000000 Penalty: 6071.864258
	Iteration 35Q: 3 clusters Score -2.617186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 206794 members 
Entering Unmasked Estep 
Score: -26171856.000000 Penalty: 6071.864258
	Iteration 36Q: 3 clusters Score -2.617186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 206797 members 
Entering Unmasked Estep 
Score: -26171868.000000 Penalty: 6071.864258
	Iteration 37Q: 3 clusters Score -2.617187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 206799 members 
Entering Unmasked Estep 
Score: -26171860.000000 Penalty: 6071.864258
	Iteration 38Q: 3 clusters Score -2.617186e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 206799 members 
Entering Unmasked Estep 
Score: -26171860.000000 Penalty: 6071.864258
	Iteration 39F: 3 clusters Score -2.617186e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Entering Unmasked Estep 
Score: -524848.312500 Penalty: 2059.514648
	Iteration 0F: 2 clusters Score -524848.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -520883.531250 Penalty: 4119.029297
	Iteration 0F: 3 clusters Score -520883.5 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -521719.250000 Penalty: 4119.029297
	Iteration 1F: 3 clusters Score -521719.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -521890.875000 Penalty: 4119.029297
	Iteration 2F: 3 clusters Score -521890.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -521991.093750 Penalty: 4119.029297
	Iteration 3Q: 3 clusters Score -521991.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -522060.281250 Penalty: 4119.029297
	Iteration 4Q: 3 clusters Score -522060.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -522114.312500 Penalty: 4119.029297
	Iteration 5Q: 3 clusters Score -522114.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -522152.687500 Penalty: 4119.029297
	Iteration 6Q: 3 clusters Score -522152.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -522180.843750 Penalty: 4119.029297
	Iteration 7Q: 3 clusters Score -522180.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -522205.250000 Penalty: 4119.029297
	Iteration 8Q: 3 clusters Score -522205.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -522223.281250 Penalty: 4119.029297
	Iteration 9Q: 3 clusters Score -522223.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -522236.406250 Penalty: 4119.029297
	Iteration 10Q: 3 clusters Score -522236.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -522246.281250 Penalty: 4119.029297
	Iteration 11Q: 3 clusters Score -522246.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -522256.062500 Penalty: 4119.029297
	Iteration 12Q: 3 clusters Score -522256.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -522263.031250 Penalty: 4119.029297
	Iteration 13Q: 3 clusters Score -522263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -522267.406250 Penalty: 4119.029297
	Iteration 14Q: 3 clusters Score -522267.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -522272.187500 Penalty: 4119.029297
	Iteration 15Q: 3 clusters Score -522272.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -522276.250000 Penalty: 4119.029297
	Iteration 16Q: 3 clusters Score -522276.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -522280.062500 Penalty: 4119.029297
	Iteration 17Q: 3 clusters Score -522280.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -522284.000000 Penalty: 4119.029297
	Iteration 18Q: 3 clusters Score -522284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -522286.562500 Penalty: 4119.029297
	Iteration 19Q: 3 clusters Score -522286.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -522290.781250 Penalty: 4119.029297
	Iteration 20F: 3 clusters Score -522290.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -522293.093750 Penalty: 4119.029297
	Iteration 21Q: 3 clusters Score -522293.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -522294.375000 Penalty: 4119.029297
	Iteration 22Q: 3 clusters Score -522294.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -522295.812500 Penalty: 4119.029297
	Iteration 23Q: 3 clusters Score -522295.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -522298.000000 Penalty: 4119.029297
	Iteration 24Q: 3 clusters Score -522298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -522298.593750 Penalty: 4119.029297
	Iteration 25Q: 3 clusters Score -522298.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -522300.468750 Penalty: 4119.029297
	Iteration 26Q: 3 clusters Score -522300.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -522303.406250 Penalty: 4119.029297
	Iteration 27Q: 3 clusters Score -522303.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -522305.687500 Penalty: 4119.029297
	Iteration 28Q: 3 clusters Score -522305.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -522309.437500 Penalty: 4119.029297
	Iteration 29Q: 3 clusters Score -522309.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -522314.031250 Penalty: 4119.029297
	Iteration 30Q: 3 clusters Score -522314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -522319.468750 Penalty: 4119.029297
	Iteration 31Q: 3 clusters Score -522319.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -522325.218750 Penalty: 4119.029297
	Iteration 32Q: 3 clusters Score -522325.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -522326.843750 Penalty: 4119.029297
	Iteration 33Q: 3 clusters Score -522326.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -522329.500000 Penalty: 4119.029297
	Iteration 34Q: 3 clusters Score -522329.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -522331.750000 Penalty: 4119.029297
	Iteration 35Q: 3 clusters Score -522331.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -522333.125000 Penalty: 4119.029297
	Iteration 36Q: 3 clusters Score -522333.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -522335.906250 Penalty: 4119.029297
	Iteration 37Q: 3 clusters Score -522335.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -522336.031250 Penalty: 4119.029297
	Iteration 38Q: 3 clusters Score -522336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -522337.968750 Penalty: 4119.029297
	Iteration 39Q: 3 clusters Score -522338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -522338.187500 Penalty: 4119.029297
	Iteration 40F: 3 clusters Score -522338.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -522338.531250 Penalty: 4119.029297
	Iteration 41Q: 3 clusters Score -522338.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -522339.531250 Penalty: 4119.029297
	Iteration 42Q: 3 clusters Score -522339.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -522339.531250 Penalty: 4119.029297
	Iteration 43F: 3 clusters Score -522339.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (95889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95889 members 
Entering Unmasked Estep 
Score: -12328203.000000 Penalty: 2844.794678
	Iteration 0F: 2 clusters Score -1.23282e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47794 members 
Mstep: Class 2 contains 48095 members 
Entering Unmasked Estep 
Score: -12264005.000000 Penalty: 5689.589355
	Iteration 0F: 3 clusters Score -1.2264e+07 nChanged 45317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45977 members 
Mstep: Class 2 contains 49912 members 
Entering Unmasked Estep 
Score: -12289874.000000 Penalty: 5689.589355
	Iteration 1F: 3 clusters Score -1.228987e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 50855 members 
Entering Unmasked Estep 
Score: -12290636.000000 Penalty: 5689.589355
	Iteration 2Q: 3 clusters Score -1.229064e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43668 members 
Mstep: Class 2 contains 52221 members 
Entering Unmasked Estep 
Score: -12291489.000000 Penalty: 5689.589355
	Iteration 3Q: 3 clusters Score -1.229149e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 54336 members 
Entering Unmasked Estep 
Score: -12292758.000000 Penalty: 5689.589355
	Iteration 4Q: 3 clusters Score -1.229276e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 57480 members 
Entering Unmasked Estep 
Score: -12294833.000000 Penalty: 5689.589355
	Iteration 5Q: 3 clusters Score -1.229483e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 61950 members 
Entering Unmasked Estep 
Score: -12298057.000000 Penalty: 5689.589355
	Iteration 6F: 3 clusters Score -1.229806e+07 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 67666 members 
Entering Unmasked Estep 
Score: -12302861.000000 Penalty: 5689.589355
	Iteration 7F: 3 clusters Score -1.230286e+07 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 73832 members 
Entering Unmasked Estep 
Score: -12308524.000000 Penalty: 5689.589355
	Iteration 8F: 3 clusters Score -1.230852e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 79321 members 
Entering Unmasked Estep 
Score: -12313511.000000 Penalty: 5689.589355
	Iteration 9F: 3 clusters Score -1.231351e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 83441 members 
Entering Unmasked Estep 
Score: -12317198.000000 Penalty: 5689.589355
	Iteration 10Q: 3 clusters Score -1.23172e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 86459 members 
Entering Unmasked Estep 
Score: -12319621.000000 Penalty: 5689.589355
	Iteration 11Q: 3 clusters Score -1.231962e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 88675 members 
Entering Unmasked Estep 
Score: -12321269.000000 Penalty: 5689.589355
	Iteration 12Q: 3 clusters Score -1.232127e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 90363 members 
Entering Unmasked Estep 
Score: -12322379.000000 Penalty: 5689.589355
	Iteration 13Q: 3 clusters Score -1.232238e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 91677 members 
Entering Unmasked Estep 
Score: -12323248.000000 Penalty: 5689.589355
	Iteration 14Q: 3 clusters Score -1.232325e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 92753 members 
Entering Unmasked Estep 
Score: -12323982.000000 Penalty: 5689.589355
	Iteration 15Q: 3 clusters Score -1.232398e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 93560 members 
Entering Unmasked Estep 
Score: -12324492.000000 Penalty: 5689.589355
	Iteration 16Q: 3 clusters Score -1.232449e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 94153 members 
Entering Unmasked Estep 
Score: -12324922.000000 Penalty: 5689.589355
	Iteration 17Q: 3 clusters Score -1.232492e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 94582 members 
Entering Unmasked Estep 
Score: -12325185.000000 Penalty: 5689.589355
	Iteration 18Q: 3 clusters Score -1.232518e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 94842 members 
Entering Unmasked Estep 
Score: -12325331.000000 Penalty: 5689.589355
	Iteration 19Q: 3 clusters Score -1.232533e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 94999 members 
Entering Unmasked Estep 
Score: -12325418.000000 Penalty: 5689.589355
	Iteration 20F: 3 clusters Score -1.232542e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 95101 members 
Entering Unmasked Estep 
Score: -12325473.000000 Penalty: 5689.589355
	Iteration 21Q: 3 clusters Score -1.232547e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 95169 members 
Entering Unmasked Estep 
Score: -12325515.000000 Penalty: 5689.589355
	Iteration 22Q: 3 clusters Score -1.232552e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 95219 members 
Entering Unmasked Estep 
Score: -12325550.000000 Penalty: 5689.589355
	Iteration 23Q: 3 clusters Score -1.232555e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 95261 members 
Entering Unmasked Estep 
Score: -12325571.000000 Penalty: 5689.589355
	Iteration 24Q: 3 clusters Score -1.232557e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 95295 members 
Entering Unmasked Estep 
Score: -12325585.000000 Penalty: 5689.589355
	Iteration 25Q: 3 clusters Score -1.232558e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 95317 members 
Entering Unmasked Estep 
Score: -12325597.000000 Penalty: 5689.589355
	Iteration 26Q: 3 clusters Score -1.23256e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 95338 members 
Entering Unmasked Estep 
Score: -12325609.000000 Penalty: 5689.589355
	Iteration 27Q: 3 clusters Score -1.232561e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 95353 members 
Entering Unmasked Estep 
Score: -12325613.000000 Penalty: 5689.589355
	Iteration 28Q: 3 clusters Score -1.232561e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 95360 members 
Entering Unmasked Estep 
Score: -12325621.000000 Penalty: 5689.589355
	Iteration 29Q: 3 clusters Score -1.232562e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 95373 members 
Entering Unmasked Estep 
Score: -12325637.000000 Penalty: 5689.589355
	Iteration 30Q: 3 clusters Score -1.232564e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 95387 members 
Entering Unmasked Estep 
Score: -12325632.000000 Penalty: 5689.589355
	Iteration 31Q: 3 clusters Score -1.232563e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 95391 members 
Entering Unmasked Estep 
Score: -12325646.000000 Penalty: 5689.589355
	Iteration 32Q: 3 clusters Score -1.232565e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 95397 members 
Entering Unmasked Estep 
Score: -12325657.000000 Penalty: 5689.589355
	Iteration 33Q: 3 clusters Score -1.232566e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 95409 members 
Entering Unmasked Estep 
Score: -12325669.000000 Penalty: 5689.589355
	Iteration 34Q: 3 clusters Score -1.232567e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 95417 members 
Entering Unmasked Estep 
Score: -12325688.000000 Penalty: 5689.589355
	Iteration 35Q: 3 clusters Score -1.232569e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 95428 members 
Entering Unmasked Estep 
Score: -12325696.000000 Penalty: 5689.589355
	Iteration 36Q: 3 clusters Score -1.23257e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 95438 members 
Entering Unmasked Estep 
Score: -12325702.000000 Penalty: 5689.589355
	Iteration 37Q: 3 clusters Score -1.23257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 95442 members 
Entering Unmasked Estep 
Score: -12325710.000000 Penalty: 5689.589355
	Iteration 38Q: 3 clusters Score -1.232571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 95445 members 
Entering Unmasked Estep 
Score: -12325714.000000 Penalty: 5689.589355
	Iteration 39Q: 3 clusters Score -1.232571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 95448 members 
Entering Unmasked Estep 
Score: -12325718.000000 Penalty: 5689.589355
	Iteration 40F: 3 clusters Score -1.232572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 95450 members 
Entering Unmasked Estep 
Score: -12325721.000000 Penalty: 5689.589355
	Iteration 41Q: 3 clusters Score -1.232572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 95451 members 
Entering Unmasked Estep 
Score: -12325720.000000 Penalty: 5689.589355
	Iteration 42Q: 3 clusters Score -1.232572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 95451 members 
Entering Unmasked Estep 
Score: -12325715.000000 Penalty: 5689.589355
	Iteration 43Q: 3 clusters Score -1.232572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 95450 members 
Entering Unmasked Estep 
Score: -12325712.000000 Penalty: 5689.589355
	Iteration 44Q: 3 clusters Score -1.232571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 95450 members 
Entering Unmasked Estep 
Score: -12325712.000000 Penalty: 5689.589355
	Iteration 45Q: 3 clusters Score -1.232571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 95452 members 
Entering Unmasked Estep 
Score: -12325718.000000 Penalty: 5689.589355
	Iteration 46Q: 3 clusters Score -1.232572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 95455 members 
Entering Unmasked Estep 
Score: -12325721.000000 Penalty: 5689.589355
	Iteration 47Q: 3 clusters Score -1.232572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 95459 members 
Entering Unmasked Estep 
Score: -12325720.000000 Penalty: 5689.589355
	Iteration 48Q: 3 clusters Score -1.232572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 95461 members 
Entering Unmasked Estep 
Score: -12325724.000000 Penalty: 5689.589355
	Iteration 49Q: 3 clusters Score -1.232572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 95465 members 
Entering Unmasked Estep 
Score: -12325733.000000 Penalty: 5689.589355
	Iteration 50Q: 3 clusters Score -1.232573e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 95467 members 
Entering Unmasked Estep 
Score: -12325741.000000 Penalty: 5689.589355
	Iteration 51Q: 3 clusters Score -1.232574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 95468 members 
Entering Unmasked Estep 
Score: -12325731.000000 Penalty: 5689.589355
	Iteration 52Q: 3 clusters Score -1.232573e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 95468 members 
Entering Unmasked Estep 
Score: -12325731.000000 Penalty: 5689.589355
	Iteration 53F: 3 clusters Score -1.232573e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Entering Unmasked Estep 
Score: -807463.375000 Penalty: 2170.718506
	Iteration 0F: 2 clusters Score -807463.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -802074.625000 Penalty: 4341.437012
	Iteration 0F: 3 clusters Score -802074.6 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -803475.750000 Penalty: 4341.437012
	Iteration 1F: 3 clusters Score -803475.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -803694.062500 Penalty: 4341.437012
	Iteration 2F: 3 clusters Score -803694.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -803824.625000 Penalty: 4341.437012
	Iteration 3Q: 3 clusters Score -803824.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -803912.250000 Penalty: 4341.437012
	Iteration 4Q: 3 clusters Score -803912.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -803972.937500 Penalty: 4341.437012
	Iteration 5Q: 3 clusters Score -803972.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -804015.750000 Penalty: 4341.437012
	Iteration 6Q: 3 clusters Score -804015.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -804061.562500 Penalty: 4341.437012
	Iteration 7Q: 3 clusters Score -804061.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -804099.937500 Penalty: 4341.437012
	Iteration 8Q: 3 clusters Score -804099.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -804131.812500 Penalty: 4341.437012
	Iteration 9Q: 3 clusters Score -804131.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -804159.375000 Penalty: 4341.437012
	Iteration 10Q: 3 clusters Score -804159.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -804191.187500 Penalty: 4341.437012
	Iteration 11Q: 3 clusters Score -804191.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -804226.187500 Penalty: 4341.437012
	Iteration 12Q: 3 clusters Score -804226.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -804261.625000 Penalty: 4341.437012
	Iteration 13Q: 3 clusters Score -804261.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -804298.625000 Penalty: 4341.437012
	Iteration 14Q: 3 clusters Score -804298.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -804338.687500 Penalty: 4341.437012
	Iteration 15Q: 3 clusters Score -804338.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -804379.312500 Penalty: 4341.437012
	Iteration 16Q: 3 clusters Score -804379.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -804419.937500 Penalty: 4341.437012
	Iteration 17Q: 3 clusters Score -804419.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -804462.937500 Penalty: 4341.437012
	Iteration 18Q: 3 clusters Score -804462.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -804519.062500 Penalty: 4341.437012
	Iteration 19Q: 3 clusters Score -804519.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -804578.937500 Penalty: 4341.437012
	Iteration 20F: 3 clusters Score -804578.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -804643.000000 Penalty: 4341.437012
	Iteration 21Q: 3 clusters Score -804643 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -804717.312500 Penalty: 4341.437012
	Iteration 22Q: 3 clusters Score -804717.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -804812.500000 Penalty: 4341.437012
	Iteration 23Q: 3 clusters Score -804812.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -804910.375000 Penalty: 4341.437012
	Iteration 24Q: 3 clusters Score -804910.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -805010.750000 Penalty: 4341.437012
	Iteration 25Q: 3 clusters Score -805010.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -805103.625000 Penalty: 4341.437012
	Iteration 26Q: 3 clusters Score -805103.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -805181.125000 Penalty: 4341.437012
	Iteration 27Q: 3 clusters Score -805181.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -805231.687500 Penalty: 4341.437012
	Iteration 28Q: 3 clusters Score -805231.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -805272.437500 Penalty: 4341.437012
	Iteration 29Q: 3 clusters Score -805272.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -805303.000000 Penalty: 4341.437012
	Iteration 30Q: 3 clusters Score -805303 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -805329.250000 Penalty: 4341.437012
	Iteration 31Q: 3 clusters Score -805329.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -805354.312500 Penalty: 4341.437012
	Iteration 32Q: 3 clusters Score -805354.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -805373.562500 Penalty: 4341.437012
	Iteration 33Q: 3 clusters Score -805373.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -805379.375000 Penalty: 4341.437012
	Iteration 34Q: 3 clusters Score -805379.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -805388.625000 Penalty: 4341.437012
	Iteration 35Q: 3 clusters Score -805388.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -805399.437500 Penalty: 4341.437012
	Iteration 36Q: 3 clusters Score -805399.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -805410.437500 Penalty: 4341.437012
	Iteration 37Q: 3 clusters Score -805410.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -805418.062500 Penalty: 4341.437012
	Iteration 38Q: 3 clusters Score -805418.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -805423.687500 Penalty: 4341.437012
	Iteration 39Q: 3 clusters Score -805423.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -805432.500000 Penalty: 4341.437012
	Iteration 40F: 3 clusters Score -805432.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -805442.375000 Penalty: 4341.437012
	Iteration 41Q: 3 clusters Score -805442.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -805449.437500 Penalty: 4341.437012
	Iteration 42Q: 3 clusters Score -805449.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -805458.437500 Penalty: 4341.437012
	Iteration 43Q: 3 clusters Score -805458.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -805463.187500 Penalty: 4341.437012
	Iteration 44Q: 3 clusters Score -805463.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -805468.000000 Penalty: 4341.437012
	Iteration 45Q: 3 clusters Score -805468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -805473.062500 Penalty: 4341.437012
	Iteration 46Q: 3 clusters Score -805473.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -805477.375000 Penalty: 4341.437012
	Iteration 47Q: 3 clusters Score -805477.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -805480.312500 Penalty: 4341.437012
	Iteration 48Q: 3 clusters Score -805480.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -805482.000000 Penalty: 4341.437012
	Iteration 49Q: 3 clusters Score -805482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -805484.500000 Penalty: 4341.437012
	Iteration 50Q: 3 clusters Score -805484.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -805485.875000 Penalty: 4341.437012
	Iteration 51Q: 3 clusters Score -805485.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -805485.687500 Penalty: 4341.437012
	Iteration 52Q: 3 clusters Score -805485.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -805485.687500 Penalty: 4341.437012
	Iteration 53F: 3 clusters Score -805485.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Entering Unmasked Estep 
Score: -692792.250000 Penalty: 2129.552490
	Iteration 0F: 2 clusters Score -692792.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -688066.125000 Penalty: 4259.104980
	Iteration 0F: 3 clusters Score -688066.1 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -689166.000000 Penalty: 4259.104980
	Iteration 1F: 3 clusters Score -689166 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -689404.250000 Penalty: 4259.104980
	Iteration 2F: 3 clusters Score -689404.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -689552.625000 Penalty: 4259.104980
	Iteration 3F: 3 clusters Score -689552.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -689678.875000 Penalty: 4259.104980
	Iteration 4Q: 3 clusters Score -689678.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -689797.125000 Penalty: 4259.104980
	Iteration 5Q: 3 clusters Score -689797.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -689900.750000 Penalty: 4259.104980
	Iteration 6Q: 3 clusters Score -689900.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -689989.375000 Penalty: 4259.104980
	Iteration 7Q: 3 clusters Score -689989.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -690076.875000 Penalty: 4259.104980
	Iteration 8Q: 3 clusters Score -690076.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -690171.187500 Penalty: 4259.104980
	Iteration 9Q: 3 clusters Score -690171.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -690252.812500 Penalty: 4259.104980
	Iteration 10Q: 3 clusters Score -690252.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -690332.187500 Penalty: 4259.104980
	Iteration 11Q: 3 clusters Score -690332.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -690433.687500 Penalty: 4259.104980
	Iteration 12Q: 3 clusters Score -690433.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -690534.437500 Penalty: 4259.104980
	Iteration 13Q: 3 clusters Score -690534.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -690620.562500 Penalty: 4259.104980
	Iteration 14Q: 3 clusters Score -690620.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -690685.750000 Penalty: 4259.104980
	Iteration 15Q: 3 clusters Score -690685.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -690737.312500 Penalty: 4259.104980
	Iteration 16Q: 3 clusters Score -690737.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -690779.125000 Penalty: 4259.104980
	Iteration 17Q: 3 clusters Score -690779.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -690805.312500 Penalty: 4259.104980
	Iteration 18Q: 3 clusters Score -690805.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -690826.750000 Penalty: 4259.104980
	Iteration 19Q: 3 clusters Score -690826.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -690844.750000 Penalty: 4259.104980
	Iteration 20F: 3 clusters Score -690844.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -690859.062500 Penalty: 4259.104980
	Iteration 21Q: 3 clusters Score -690859.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -690868.937500 Penalty: 4259.104980
	Iteration 22Q: 3 clusters Score -690868.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -690875.062500 Penalty: 4259.104980
	Iteration 23Q: 3 clusters Score -690875.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -690882.312500 Penalty: 4259.104980
	Iteration 24Q: 3 clusters Score -690882.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -690886.812500 Penalty: 4259.104980
	Iteration 25Q: 3 clusters Score -690886.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -690891.062500 Penalty: 4259.104980
	Iteration 26Q: 3 clusters Score -690891.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -690896.125000 Penalty: 4259.104980
	Iteration 27Q: 3 clusters Score -690896.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -690900.187500 Penalty: 4259.104980
	Iteration 28Q: 3 clusters Score -690900.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -690900.500000 Penalty: 4259.104980
	Iteration 29Q: 3 clusters Score -690900.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -690901.312500 Penalty: 4259.104980
	Iteration 30Q: 3 clusters Score -690901.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -690903.187500 Penalty: 4259.104980
	Iteration 31Q: 3 clusters Score -690903.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -690904.125000 Penalty: 4259.104980
	Iteration 32Q: 3 clusters Score -690904.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -690905.875000 Penalty: 4259.104980
	Iteration 33Q: 3 clusters Score -690905.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -690906.500000 Penalty: 4259.104980
	Iteration 34Q: 3 clusters Score -690906.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -690908.875000 Penalty: 4259.104980
	Iteration 35Q: 3 clusters Score -690908.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -690908.687500 Penalty: 4259.104980
	Iteration 36Q: 3 clusters Score -690908.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -690909.250000 Penalty: 4259.104980
	Iteration 37Q: 3 clusters Score -690909.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -690909.875000 Penalty: 4259.104980
	Iteration 38Q: 3 clusters Score -690909.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -690909.875000 Penalty: 4259.104980
	Iteration 39F: 3 clusters Score -690909.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Entering Unmasked Estep 
Score: -134397.640625 Penalty: 1731.289429
	Iteration 0F: 2 clusters Score -134397.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -132394.437500 Penalty: 3462.578857
	Iteration 0F: 3 clusters Score -132394.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -132686.406250 Penalty: 3462.578857
	Iteration 1F: 3 clusters Score -132686.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -132772.640625 Penalty: 3462.578857
	Iteration 2F: 3 clusters Score -132772.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -132829.125000 Penalty: 3462.578857
	Iteration 3Q: 3 clusters Score -132829.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -132880.968750 Penalty: 3462.578857
	Iteration 4Q: 3 clusters Score -132881 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -132956.375000 Penalty: 3462.578857
	Iteration 5Q: 3 clusters Score -132956.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -133017.578125 Penalty: 3462.578857
	Iteration 6Q: 3 clusters Score -133017.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -133147.093750 Penalty: 3462.578857
	Iteration 7Q: 3 clusters Score -133147.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -133279.828125 Penalty: 3462.578857
	Iteration 8Q: 3 clusters Score -133279.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -133379.015625 Penalty: 3462.578857
	Iteration 9Q: 3 clusters Score -133379 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -133437.921875 Penalty: 3462.578857
	Iteration 10Q: 3 clusters Score -133437.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -133519.984375 Penalty: 3462.578857
	Iteration 11Q: 3 clusters Score -133520 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -133584.640625 Penalty: 3462.578857
	Iteration 12Q: 3 clusters Score -133584.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -133633.828125 Penalty: 3462.578857
	Iteration 13Q: 3 clusters Score -133633.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -133660.640625 Penalty: 3462.578857
	Iteration 14Q: 3 clusters Score -133660.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -133681.312500 Penalty: 3462.578857
	Iteration 15Q: 3 clusters Score -133681.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -133698.062500 Penalty: 3462.578857
	Iteration 16Q: 3 clusters Score -133698.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -133706.390625 Penalty: 3462.578857
	Iteration 17Q: 3 clusters Score -133706.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -133713.156250 Penalty: 3462.578857
	Iteration 18Q: 3 clusters Score -133713.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -133717.000000 Penalty: 3462.578857
	Iteration 19Q: 3 clusters Score -133717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -133719.562500 Penalty: 3462.578857
	Iteration 20F: 3 clusters Score -133719.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -133721.156250 Penalty: 3462.578857
	Iteration 21Q: 3 clusters Score -133721.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -133722.125000 Penalty: 3462.578857
	Iteration 22Q: 3 clusters Score -133722.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -133722.796875 Penalty: 3462.578857
	Iteration 23Q: 3 clusters Score -133722.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -133722.796875 Penalty: 3462.578857
	Iteration 24F: 3 clusters Score -133722.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Entering Unmasked Estep 
Score: -227701.812500 Penalty: 1862.722534
	Iteration 0F: 2 clusters Score -227701.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -225207.531250 Penalty: 3725.445068
	Iteration 0F: 3 clusters Score -225207.5 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -225666.812500 Penalty: 3725.445068
	Iteration 1F: 3 clusters Score -225666.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -225811.500000 Penalty: 3725.445068
	Iteration 2F: 3 clusters Score -225811.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -225956.437500 Penalty: 3725.445068
	Iteration 3F: 3 clusters Score -225956.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -226107.593750 Penalty: 3725.445068
	Iteration 4Q: 3 clusters Score -226107.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -226265.671875 Penalty: 3725.445068
	Iteration 5Q: 3 clusters Score -226265.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -226431.359375 Penalty: 3725.445068
	Iteration 6Q: 3 clusters Score -226431.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -226609.781250 Penalty: 3725.445068
	Iteration 7Q: 3 clusters Score -226609.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -226753.296875 Penalty: 3725.445068
	Iteration 8Q: 3 clusters Score -226753.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -226853.937500 Penalty: 3725.445068
	Iteration 9Q: 3 clusters Score -226853.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -226914.640625 Penalty: 3725.445068
	Iteration 10Q: 3 clusters Score -226914.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -226951.953125 Penalty: 3725.445068
	Iteration 11Q: 3 clusters Score -226952 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -226978.890625 Penalty: 3725.445068
	Iteration 12Q: 3 clusters Score -226978.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -227010.031250 Penalty: 3725.445068
	Iteration 13Q: 3 clusters Score -227010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -227033.031250 Penalty: 3725.445068
	Iteration 14Q: 3 clusters Score -227033 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -227049.703125 Penalty: 3725.445068
	Iteration 15Q: 3 clusters Score -227049.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -227066.000000 Penalty: 3725.445068
	Iteration 16Q: 3 clusters Score -227066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -227082.250000 Penalty: 3725.445068
	Iteration 17Q: 3 clusters Score -227082.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -227099.781250 Penalty: 3725.445068
	Iteration 18Q: 3 clusters Score -227099.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -227123.093750 Penalty: 3725.445068
	Iteration 19Q: 3 clusters Score -227123.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -227147.781250 Penalty: 3725.445068
	Iteration 20F: 3 clusters Score -227147.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -227166.375000 Penalty: 3725.445068
	Iteration 21Q: 3 clusters Score -227166.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -227186.312500 Penalty: 3725.445068
	Iteration 22Q: 3 clusters Score -227186.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -227218.593750 Penalty: 3725.445068
	Iteration 23Q: 3 clusters Score -227218.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -227264.265625 Penalty: 3725.445068
	Iteration 24Q: 3 clusters Score -227264.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -227330.859375 Penalty: 3725.445068
	Iteration 25Q: 3 clusters Score -227330.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -227427.187500 Penalty: 3725.445068
	Iteration 26Q: 3 clusters Score -227427.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -227487.859375 Penalty: 3725.445068
	Iteration 27Q: 3 clusters Score -227487.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -227520.265625 Penalty: 3725.445068
	Iteration 28Q: 3 clusters Score -227520.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -227542.796875 Penalty: 3725.445068
	Iteration 29Q: 3 clusters Score -227542.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -227558.312500 Penalty: 3725.445068
	Iteration 30Q: 3 clusters Score -227558.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -227578.796875 Penalty: 3725.445068
	Iteration 31Q: 3 clusters Score -227578.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -227612.375000 Penalty: 3725.445068
	Iteration 32Q: 3 clusters Score -227612.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -227623.781250 Penalty: 3725.445068
	Iteration 33Q: 3 clusters Score -227623.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -227623.781250 Penalty: 3725.445068
	Iteration 34F: 3 clusters Score -227623.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -102643.890625 Penalty: 1699.879883
	Iteration 0F: 2 clusters Score -102643.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -100740.250000 Penalty: 3399.759766
	Iteration 0F: 3 clusters Score -100740.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -101076.992188 Penalty: 3399.759766
	Iteration 1F: 3 clusters Score -101077 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -101204.242188 Penalty: 3399.759766
	Iteration 2F: 3 clusters Score -101204.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -101272.484375 Penalty: 3399.759766
	Iteration 3Q: 3 clusters Score -101272.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -101371.539062 Penalty: 3399.759766
	Iteration 4Q: 3 clusters Score -101371.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -101522.492188 Penalty: 3399.759766
	Iteration 5Q: 3 clusters Score -101522.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -101862.617188 Penalty: 3399.759766
	Iteration 6Q: 3 clusters Score -101862.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -102335.312500 Penalty: 3399.759766
	Iteration 7F: 3 clusters Score -102335.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -102821.296875 Penalty: 3399.759766
	Iteration 8F: 3 clusters Score -102821.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -103008.679688 Penalty: 3399.759766
	Iteration 9F: 3 clusters Score -103008.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -103139.953125 Penalty: 3399.759766
	Iteration 10Q: 3 clusters Score -103140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -103229.718750 Penalty: 3399.759766
	Iteration 11Q: 3 clusters Score -103229.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -103311.140625 Penalty: 3399.759766
	Iteration 12Q: 3 clusters Score -103311.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -103374.000000 Penalty: 3399.759766
	Iteration 13Q: 3 clusters Score -103374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -103410.429688 Penalty: 3399.759766
	Iteration 14Q: 3 clusters Score -103410.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -103444.851562 Penalty: 3399.759766
	Iteration 15Q: 3 clusters Score -103444.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -103463.992188 Penalty: 3399.759766
	Iteration 16Q: 3 clusters Score -103464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -103475.781250 Penalty: 3399.759766
	Iteration 17Q: 3 clusters Score -103475.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -103489.359375 Penalty: 3399.759766
	Iteration 18Q: 3 clusters Score -103489.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -103503.148438 Penalty: 3399.759766
	Iteration 19Q: 3 clusters Score -103503.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -103530.179688 Penalty: 3399.759766
	Iteration 20F: 3 clusters Score -103530.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -103578.250000 Penalty: 3399.759766
	Iteration 21Q: 3 clusters Score -103578.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -103603.343750 Penalty: 3399.759766
	Iteration 22Q: 3 clusters Score -103603.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -103603.343750 Penalty: 3399.759766
	Iteration 23F: 3 clusters Score -103603.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 25745 members 
Mstep: Class 3 contains 21857 members 
Mstep: Class 4 contains 735 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9667 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 39008 members 
Mstep: Class 11 contains 19649 members 
Mstep: Class 12 contains 207246 members 
Mstep: Class 13 contains 4042 members 
Mstep: Class 14 contains 222 members 
Mstep: Class 16 contains 95889 members 
Mstep: Class 17 contains 6329 members 
Mstep: Class 18 contains 5361 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 726 members 
Entering Unmasked Estep 
Score: -57710400.000000 Penalty: 64686.820312
Splitting cluster 22 changes total score from -57711008.000000 to -57710400.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 25745 members 
Mstep: Class 3 contains 21857 members 
Mstep: Class 4 contains 735 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9667 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 39008 members 
Mstep: Class 11 contains 19649 members 
Mstep: Class 12 contains 207246 members 
Mstep: Class 13 contains 4042 members 
Mstep: Class 16 contains 95889 members 
Mstep: Class 17 contains 6329 members 
Mstep: Class 18 contains 5361 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57710992.000000 Penalty: 61452.480469
Iteration 479Q: 20 clusters Score -5.771099e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 25754 members 
Mstep: Class 3 contains 21861 members 
Mstep: Class 4 contains 735 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9668 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 38959 members 
Mstep: Class 11 contains 19647 members 
Mstep: Class 12 contains 207277 members 
Mstep: Class 13 contains 4048 members 
Mstep: Class 16 contains 95895 members 
Mstep: Class 17 contains 6328 members 
Mstep: Class 18 contains 5363 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711036.000000 Penalty: 61452.480469
Iteration 480F: 20 clusters Score -5.771104e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 25752 members 
Mstep: Class 3 contains 21862 members 
Mstep: Class 4 contains 735 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9669 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 38922 members 
Mstep: Class 11 contains 19652 members 
Mstep: Class 12 contains 207294 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 16 contains 95896 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 5364 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711064.000000 Penalty: 61452.480469
Iteration 481Q: 20 clusters Score -5.771106e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 25753 members 
Mstep: Class 3 contains 21869 members 
Mstep: Class 4 contains 735 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9672 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 38881 members 
Mstep: Class 11 contains 19652 members 
Mstep: Class 12 contains 207323 members 
Mstep: Class 13 contains 4059 members 
Mstep: Class 16 contains 95897 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 5365 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711052.000000 Penalty: 61452.480469
Iteration 482Q: 20 clusters Score -5.771105e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 25751 members 
Mstep: Class 3 contains 21875 members 
Mstep: Class 4 contains 735 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9673 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 38829 members 
Mstep: Class 11 contains 19651 members 
Mstep: Class 12 contains 207371 members 
Mstep: Class 13 contains 4067 members 
Mstep: Class 16 contains 95895 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 5366 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711052.000000 Penalty: 61452.480469
Iteration 483Q: 20 clusters Score -5.771105e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 25755 members 
Mstep: Class 3 contains 21879 members 
Mstep: Class 4 contains 735 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9675 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 38770 members 
Mstep: Class 11 contains 19655 members 
Mstep: Class 12 contains 207424 members 
Mstep: Class 13 contains 4071 members 
Mstep: Class 16 contains 95884 members 
Mstep: Class 17 contains 6335 members 
Mstep: Class 18 contains 5366 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711016.000000 Penalty: 61452.480469
Iteration 484Q: 20 clusters Score -5.771102e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 25754 members 
Mstep: Class 3 contains 21883 members 
Mstep: Class 4 contains 732 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9676 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 38723 members 
Mstep: Class 11 contains 19658 members 
Mstep: Class 12 contains 207477 members 
Mstep: Class 13 contains 4073 members 
Mstep: Class 16 contains 95876 members 
Mstep: Class 17 contains 6336 members 
Mstep: Class 18 contains 5367 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711044.000000 Penalty: 61452.480469
Iteration 485Q: 20 clusters Score -5.771104e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 25753 members 
Mstep: Class 3 contains 21889 members 
Mstep: Class 4 contains 731 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9679 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 38667 members 
Mstep: Class 11 contains 19664 members 
Mstep: Class 12 contains 207524 members 
Mstep: Class 13 contains 4077 members 
Mstep: Class 16 contains 95871 members 
Mstep: Class 17 contains 6337 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57710956.000000 Penalty: 61452.480469
Iteration 486Q: 20 clusters Score -5.771096e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 25746 members 
Mstep: Class 3 contains 21900 members 
Mstep: Class 4 contains 731 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9681 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 38617 members 
Mstep: Class 11 contains 19667 members 
Mstep: Class 12 contains 207559 members 
Mstep: Class 13 contains 4078 members 
Mstep: Class 16 contains 95880 members 
Mstep: Class 17 contains 6338 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711028.000000 Penalty: 61452.480469
Iteration 487Q: 20 clusters Score -5.771103e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 25745 members 
Mstep: Class 3 contains 21908 members 
Mstep: Class 4 contains 731 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9683 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 38564 members 
Mstep: Class 11 contains 19669 members 
Mstep: Class 12 contains 207597 members 
Mstep: Class 13 contains 4079 members 
Mstep: Class 16 contains 95883 members 
Mstep: Class 17 contains 6340 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711040.000000 Penalty: 61452.480469
Iteration 488Q: 20 clusters Score -5.771104e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 25748 members 
Mstep: Class 3 contains 21908 members 
Mstep: Class 4 contains 732 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9684 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 38527 members 
Mstep: Class 11 contains 19670 members 
Mstep: Class 12 contains 207630 members 
Mstep: Class 13 contains 4084 members 
Mstep: Class 16 contains 95877 members 
Mstep: Class 17 contains 6341 members 
Mstep: Class 18 contains 5372 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57710988.000000 Penalty: 61452.480469
Iteration 489Q: 20 clusters Score -5.771099e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 25748 members 
Mstep: Class 3 contains 21908 members 
Mstep: Class 4 contains 731 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9685 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 38494 members 
Mstep: Class 11 contains 19669 members 
Mstep: Class 12 contains 207666 members 
Mstep: Class 13 contains 4085 members 
Mstep: Class 16 contains 95876 members 
Mstep: Class 17 contains 6341 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711076.000000 Penalty: 61452.480469
Iteration 490Q: 20 clusters Score -5.771108e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 25747 members 
Mstep: Class 3 contains 21909 members 
Mstep: Class 4 contains 731 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9684 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 38451 members 
Mstep: Class 11 contains 19668 members 
Mstep: Class 12 contains 207710 members 
Mstep: Class 13 contains 4090 members 
Mstep: Class 16 contains 95874 members 
Mstep: Class 17 contains 6346 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711044.000000 Penalty: 61452.480469
Iteration 491Q: 20 clusters Score -5.771104e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 25749 members 
Mstep: Class 3 contains 21910 members 
Mstep: Class 4 contains 731 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9682 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 38397 members 
Mstep: Class 11 contains 19668 members 
Mstep: Class 12 contains 207774 members 
Mstep: Class 13 contains 4093 members 
Mstep: Class 16 contains 95866 members 
Mstep: Class 17 contains 6349 members 
Mstep: Class 18 contains 5375 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57710996.000000 Penalty: 61452.480469
Iteration 492Q: 20 clusters Score -5.7711e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 25752 members 
Mstep: Class 3 contains 21910 members 
Mstep: Class 4 contains 731 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9681 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 38327 members 
Mstep: Class 11 contains 19669 members 
Mstep: Class 12 contains 207836 members 
Mstep: Class 13 contains 4100 members 
Mstep: Class 16 contains 95868 members 
Mstep: Class 17 contains 6349 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711064.000000 Penalty: 61452.480469
Iteration 493Q: 20 clusters Score -5.771106e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 25753 members 
Mstep: Class 3 contains 21911 members 
Mstep: Class 4 contains 732 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9683 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 38250 members 
Mstep: Class 11 contains 19673 members 
Mstep: Class 12 contains 207912 members 
Mstep: Class 13 contains 4102 members 
Mstep: Class 16 contains 95862 members 
Mstep: Class 17 contains 6349 members 
Mstep: Class 18 contains 5375 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57710952.000000 Penalty: 61452.480469
Iteration 494Q: 20 clusters Score -5.771095e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 25755 members 
Mstep: Class 3 contains 21910 members 
Mstep: Class 4 contains 732 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9687 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 38153 members 
Mstep: Class 11 contains 19676 members 
Mstep: Class 12 contains 207996 members 
Mstep: Class 13 contains 4105 members 
Mstep: Class 16 contains 95866 members 
Mstep: Class 17 contains 6349 members 
Mstep: Class 18 contains 5375 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57710812.000000 Penalty: 61452.480469
Iteration 495Q: 20 clusters Score -5.771081e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 25756 members 
Mstep: Class 3 contains 21914 members 
Mstep: Class 4 contains 732 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9690 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 38056 members 
Mstep: Class 11 contains 19684 members 
Mstep: Class 12 contains 208077 members 
Mstep: Class 13 contains 4112 members 
Mstep: Class 16 contains 95858 members 
Mstep: Class 17 contains 6349 members 
Mstep: Class 18 contains 5379 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57710816.000000 Penalty: 61452.480469
Iteration 496Q: 20 clusters Score -5.771082e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 25758 members 
Mstep: Class 3 contains 21919 members 
Mstep: Class 4 contains 732 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9690 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 37967 members 
Mstep: Class 11 contains 19689 members 
Mstep: Class 12 contains 208169 members 
Mstep: Class 13 contains 4116 members 
Mstep: Class 16 contains 95844 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 5378 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57710876.000000 Penalty: 61452.480469
Iteration 497Q: 20 clusters Score -5.771088e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 25757 members 
Mstep: Class 3 contains 21933 members 
Mstep: Class 4 contains 731 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9693 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 37855 members 
Mstep: Class 11 contains 19695 members 
Mstep: Class 12 contains 208275 members 
Mstep: Class 13 contains 4121 members 
Mstep: Class 16 contains 95831 members 
Mstep: Class 17 contains 6352 members 
Mstep: Class 18 contains 5375 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711008.000000 Penalty: 61452.480469
Iteration 498Q: 20 clusters Score -5.771101e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 25758 members 
Mstep: Class 3 contains 21945 members 
Mstep: Class 4 contains 730 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9694 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 37710 members 
Mstep: Class 11 contains 19699 members 
Mstep: Class 12 contains 208417 members 
Mstep: Class 13 contains 4127 members 
Mstep: Class 16 contains 95814 members 
Mstep: Class 17 contains 6356 members 
Mstep: Class 18 contains 5376 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1829 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57710920.000000 Penalty: 61452.480469
Iteration 499Q: 20 clusters Score -5.771092e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 25768 members 
Mstep: Class 3 contains 21957 members 
Mstep: Class 4 contains 729 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 9694 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 37539 members 
Mstep: Class 11 contains 19706 members 
Mstep: Class 12 contains 208575 members 
Mstep: Class 13 contains 4133 members 
Mstep: Class 16 contains 95801 members 
Mstep: Class 17 contains 6359 members 
Mstep: Class 18 contains 5379 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 21 contains 1829 members 
Mstep: Class 22 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711032.000000 Penalty: 61452.480469
Iteration 500F: 20 clusters Score -5.771103e+07 nChanged 409
Maximum iterations exceeded
--- Evaluating fit on full set of 1383753 points ---
Entering Unmasked Estep 
Score: -173344384.000000 Penalty: 66629.140625
23->20 Clusters: Score -173344384.000000, best is -173698896.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 461251 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 20254 members 
Mstep: Class 3 contains 20059 members 
Mstep: Class 4 contains 20279 members 
Mstep: Class 5 contains 20069 members 
Mstep: Class 6 contains 19827 members 
Mstep: Class 7 contains 19844 members 
Mstep: Class 8 contains 20063 members 
Mstep: Class 9 contains 20326 members 
Mstep: Class 10 contains 20050 members 
Mstep: Class 11 contains 19887 members 
Mstep: Class 12 contains 20230 members 
Mstep: Class 13 contains 20050 members 
Mstep: Class 14 contains 20063 members 
Mstep: Class 15 contains 20194 members 
Mstep: Class 16 contains 19926 members 
Mstep: Class 17 contains 19858 members 
Mstep: Class 18 contains 20084 members 
Mstep: Class 19 contains 20008 members 
Mstep: Class 20 contains 20118 members 
Mstep: Class 21 contains 19930 members 
Mstep: Class 22 contains 20085 members 
Mstep: Class 23 contains 19947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 19.724174 but Gain 3234.343750
Score: -53374780.000000 Penalty: 71155.500000
Iteration 0F: 23 clusters Score -5.337478e+07 nChanged 440372
Entering Unmasked Mstep 
Mstep: Class 0 contains 2926 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 778 members 
Mstep: Class 3 contains 1715 members 
Mstep: Class 4 contains 5900 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 208 members 
Mstep: Class 7 contains 7628 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 6163 members 
Mstep: Class 10 contains 10321 members 
Mstep: Class 11 contains 3742 members 
Mstep: Class 12 contains 93219 members 
Mstep: Class 13 contains 447 members 
Mstep: Class 14 contains 123393 members 
Mstep: Class 15 contains 217 members 
Mstep: Class 16 contains 152681 members 
Mstep: Class 17 contains 835 members 
Mstep: Class 18 contains 876 members 
Mstep: Class 19 contains 11666 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 528 members 
Mstep: Class 23 contains 34613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 216.939301 but Gain 3234.335938
Score: -57001220.000000 Penalty: 67921.164062
Iteration 1F: 22 clusters Score -5.700122e+07 nChanged 126019
Entering Unmasked Mstep 
Mstep: Class 0 contains 2127 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 3076 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 3111 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 2896 members 
Mstep: Class 10 contains 5625 members 
Mstep: Class 11 contains 1895 members 
Mstep: Class 12 contains 65527 members 
Mstep: Class 13 contains 1136 members 
Mstep: Class 14 contains 146736 members 
Mstep: Class 15 contains 44 members 
Mstep: Class 16 contains 192547 members 
Mstep: Class 17 contains 1087 members 
Mstep: Class 18 contains 2571 members 
Mstep: Class 19 contains 12218 members 
Mstep: Class 21 contains 976 members 
Mstep: Class 23 contains 16393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 406.444489 but Gain 3234.343750
Score: -57294104.000000 Penalty: 64686.820312
Iteration 2F: 21 clusters Score -5.72941e+07 nChanged 77778
Entering Unmasked Mstep 
Mstep: Class 0 contains 1513 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 4 contains 1833 members 
Mstep: Class 5 contains 266 members 
Mstep: Class 6 contains 425 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 1850 members 
Mstep: Class 9 contains 1983 members 
Mstep: Class 10 contains 3523 members 
Mstep: Class 11 contains 1131 members 
Mstep: Class 12 contains 50621 members 
Mstep: Class 13 contains 1249 members 
Mstep: Class 14 contains 155161 members 
Mstep: Class 15 contains 44 members 
Mstep: Class 16 contains 206984 members 
Mstep: Class 17 contains 893 members 
Mstep: Class 18 contains 2475 members 
Mstep: Class 19 contains 17340 members 
Mstep: Class 21 contains 1673 members 
Mstep: Class 23 contains 9521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 526.766724 but Gain 3234.339844
Score: -57392300.000000 Penalty: 61452.480469
Iteration 3F: 20 clusters Score -5.73923e+07 nChanged 58361
Entering Unmasked Mstep 
Mstep: Class 0 contains 1286 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 699 members 
Mstep: Class 4 contains 1484 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 1924 members 
Mstep: Class 8 contains 2167 members 
Mstep: Class 9 contains 2154 members 
Mstep: Class 10 contains 3606 members 
Mstep: Class 11 contains 876 members 
Mstep: Class 12 contains 47488 members 
Mstep: Class 13 contains 1248 members 
Mstep: Class 14 contains 160588 members 
Mstep: Class 15 contains 37 members 
Mstep: Class 16 contains 203374 members 
Mstep: Class 17 contains 760 members 
Mstep: Class 18 contains 1892 members 
Mstep: Class 19 contains 21021 members 
Mstep: Class 21 contains 3083 members 
Mstep: Class 23 contains 6844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 984.945374 but Gain 3234.343750
Score: -57463080.000000 Penalty: 58218.136719
Iteration 4F: 19 clusters Score -5.746308e+07 nChanged 48540
Entering Unmasked Mstep 
Mstep: Class 0 contains 1106 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 878 members 
Mstep: Class 4 contains 1405 members 
Mstep: Class 6 contains 440 members 
Mstep: Class 7 contains 2314 members 
Mstep: Class 8 contains 2254 members 
Mstep: Class 9 contains 2436 members 
Mstep: Class 10 contains 4579 members 
Mstep: Class 11 contains 826 members 
Mstep: Class 12 contains 52193 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 166483 members 
Mstep: Class 16 contains 190745 members 
Mstep: Class 17 contains 646 members 
Mstep: Class 18 contains 1604 members 
Mstep: Class 19 contains 21451 members 
Mstep: Class 21 contains 4564 members 
Mstep: Class 23 contains 5780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1418.417236 but Gain 3234.339844
Score: -57519588.000000 Penalty: 54983.796875
Iteration 5F: 18 clusters Score -5.751959e+07 nChanged 44193
Entering Unmasked Mstep 
Mstep: Class 0 contains 942 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1042 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 2934 members 
Mstep: Class 8 contains 2308 members 
Mstep: Class 9 contains 2648 members 
Mstep: Class 10 contains 5829 members 
Mstep: Class 12 contains 59768 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 171786 members 
Mstep: Class 16 contains 177096 members 
Mstep: Class 17 contains 564 members 
Mstep: Class 18 contains 1494 members 
Mstep: Class 19 contains 19907 members 
Mstep: Class 21 contains 5613 members 
Mstep: Class 23 contains 5959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2232.880127 but Gain 3234.339844
Score: -57564104.000000 Penalty: 51749.457031
Iteration 6F: 17 clusters Score -5.75641e+07 nChanged 40696
Entering Unmasked Mstep 
Mstep: Class 0 contains 854 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1127 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 3603 members 
Mstep: Class 8 contains 2349 members 
Mstep: Class 9 contains 2903 members 
Mstep: Class 10 contains 7017 members 
Mstep: Class 12 contains 67418 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 175637 members 
Mstep: Class 16 contains 165163 members 
Mstep: Class 17 contains 512 members 
Mstep: Class 18 contains 1354 members 
Mstep: Class 19 contains 17971 members 
Mstep: Class 21 contains 6274 members 
Mstep: Class 23 contains 7056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2929.238281 but Gain 3234.343750
Score: -57600160.000000 Penalty: 48515.113281
Iteration 7F: 16 clusters Score -5.760016e+07 nChanged 34846
Entering Unmasked Mstep 
Mstep: Class 0 contains 822 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 4134 members 
Mstep: Class 8 contains 2718 members 
Mstep: Class 9 contains 2971 members 
Mstep: Class 10 contains 8084 members 
Mstep: Class 12 contains 73592 members 
Mstep: Class 13 contains 1260 members 
Mstep: Class 14 contains 178074 members 
Mstep: Class 16 contains 154933 members 
Mstep: Class 18 contains 1187 members 
Mstep: Class 19 contains 16663 members 
Mstep: Class 21 contains 6626 members 
Mstep: Class 23 contains 8213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57625144.000000 Penalty: 48515.113281
Iteration 8F: 16 clusters Score -5.762514e+07 nChanged 27990
Entering Unmasked Mstep 
Mstep: Class 0 contains 821 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1197 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 4526 members 
Mstep: Class 8 contains 2754 members 
Mstep: Class 9 contains 2993 members 
Mstep: Class 10 contains 9024 members 
Mstep: Class 12 contains 77923 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 178987 members 
Mstep: Class 16 contains 147704 members 
Mstep: Class 18 contains 1012 members 
Mstep: Class 19 contains 16048 members 
Mstep: Class 21 contains 6854 members 
Mstep: Class 23 contains 9354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57641044.000000 Penalty: 48515.113281
Iteration 9F: 16 clusters Score -5.764104e+07 nChanged 22358
Entering Unmasked Mstep 
Mstep: Class 0 contains 821 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1197 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 4785 members 
Mstep: Class 8 contains 2759 members 
Mstep: Class 9 contains 2986 members 
Mstep: Class 10 contains 9963 members 
Mstep: Class 12 contains 80918 members 
Mstep: Class 13 contains 1260 members 
Mstep: Class 14 contains 178711 members 
Mstep: Class 16 contains 142934 members 
Mstep: Class 18 contains 881 members 
Mstep: Class 19 contains 15859 members 
Mstep: Class 21 contains 7042 members 
Mstep: Class 23 contains 10337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57651648.000000 Penalty: 48515.113281
Iteration 10Q: 16 clusters Score -5.765165e+07 nChanged 18212
Entering Unmasked Mstep 
Mstep: Class 0 contains 821 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1198 members 
Mstep: Class 6 contains 438 members 
Mstep: Class 7 contains 4960 members 
Mstep: Class 8 contains 2760 members 
Mstep: Class 9 contains 2998 members 
Mstep: Class 10 contains 11031 members 
Mstep: Class 12 contains 82976 members 
Mstep: Class 13 contains 1260 members 
Mstep: Class 14 contains 177993 members 
Mstep: Class 16 contains 139495 members 
Mstep: Class 18 contains 808 members 
Mstep: Class 19 contains 15850 members 
Mstep: Class 21 contains 7205 members 
Mstep: Class 23 contains 11097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57660152.000000 Penalty: 48515.113281
Iteration 11Q: 16 clusters Score -5.766015e+07 nChanged 15049
Entering Unmasked Mstep 
Mstep: Class 0 contains 821 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1199 members 
Mstep: Class 6 contains 431 members 
Mstep: Class 7 contains 5078 members 
Mstep: Class 8 contains 2763 members 
Mstep: Class 9 contains 3014 members 
Mstep: Class 10 contains 12067 members 
Mstep: Class 12 contains 84408 members 
Mstep: Class 13 contains 1260 members 
Mstep: Class 14 contains 177328 members 
Mstep: Class 16 contains 136713 members 
Mstep: Class 18 contains 774 members 
Mstep: Class 19 contains 16011 members 
Mstep: Class 21 contains 7354 members 
Mstep: Class 23 contains 11656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57665756.000000 Penalty: 48515.113281
Iteration 12Q: 16 clusters Score -5.766576e+07 nChanged 12735
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1199 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 5169 members 
Mstep: Class 8 contains 2755 members 
Mstep: Class 9 contains 3045 members 
Mstep: Class 10 contains 13058 members 
Mstep: Class 12 contains 85451 members 
Mstep: Class 13 contains 1260 members 
Mstep: Class 14 contains 176569 members 
Mstep: Class 16 contains 134609 members 
Mstep: Class 18 contains 754 members 
Mstep: Class 19 contains 16212 members 
Mstep: Class 21 contains 7469 members 
Mstep: Class 23 contains 12063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57670164.000000 Penalty: 48515.113281
Iteration 13Q: 16 clusters Score -5.767016e+07 nChanged 10562
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1199 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 5249 members 
Mstep: Class 8 contains 2752 members 
Mstep: Class 9 contains 3065 members 
Mstep: Class 10 contains 13926 members 
Mstep: Class 12 contains 86170 members 
Mstep: Class 13 contains 1260 members 
Mstep: Class 14 contains 175703 members 
Mstep: Class 16 contains 133060 members 
Mstep: Class 18 contains 744 members 
Mstep: Class 19 contains 16495 members 
Mstep: Class 21 contains 7602 members 
Mstep: Class 23 contains 12385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57673128.000000 Penalty: 48515.113281
Iteration 14Q: 16 clusters Score -5.767313e+07 nChanged 8575
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1201 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 5315 members 
Mstep: Class 8 contains 2749 members 
Mstep: Class 9 contains 3083 members 
Mstep: Class 10 contains 14629 members 
Mstep: Class 12 contains 86692 members 
Mstep: Class 13 contains 1260 members 
Mstep: Class 14 contains 175008 members 
Mstep: Class 16 contains 131823 members 
Mstep: Class 18 contains 746 members 
Mstep: Class 19 contains 16765 members 
Mstep: Class 21 contains 7708 members 
Mstep: Class 23 contains 12631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57674812.000000 Penalty: 48515.113281
Iteration 15Q: 16 clusters Score -5.767481e+07 nChanged 6932
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1201 members 
Mstep: Class 6 contains 424 members 
Mstep: Class 7 contains 5373 members 
Mstep: Class 8 contains 2748 members 
Mstep: Class 9 contains 3071 members 
Mstep: Class 10 contains 15206 members 
Mstep: Class 12 contains 87130 members 
Mstep: Class 13 contains 1261 members 
Mstep: Class 14 contains 174376 members 
Mstep: Class 16 contains 130838 members 
Mstep: Class 18 contains 747 members 
Mstep: Class 19 contains 17052 members 
Mstep: Class 21 contains 7816 members 
Mstep: Class 23 contains 12789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57676220.000000 Penalty: 48515.113281
Iteration 16Q: 16 clusters Score -5.767622e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1201 members 
Mstep: Class 6 contains 422 members 
Mstep: Class 7 contains 5426 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 3079 members 
Mstep: Class 10 contains 15679 members 
Mstep: Class 12 contains 87509 members 
Mstep: Class 13 contains 1261 members 
Mstep: Class 14 contains 173704 members 
Mstep: Class 16 contains 130085 members 
Mstep: Class 18 contains 750 members 
Mstep: Class 19 contains 17355 members 
Mstep: Class 21 contains 7908 members 
Mstep: Class 23 contains 12903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57676620.000000 Penalty: 48515.113281
Iteration 17Q: 16 clusters Score -5.767662e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1202 members 
Mstep: Class 6 contains 421 members 
Mstep: Class 7 contains 5499 members 
Mstep: Class 8 contains 2749 members 
Mstep: Class 9 contains 3082 members 
Mstep: Class 10 contains 16081 members 
Mstep: Class 12 contains 87851 members 
Mstep: Class 13 contains 1261 members 
Mstep: Class 14 contains 173011 members 
Mstep: Class 16 contains 129499 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 17653 members 
Mstep: Class 21 contains 7987 members 
Mstep: Class 23 contains 12987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57677508.000000 Penalty: 48515.113281
Iteration 18Q: 16 clusters Score -5.767751e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1202 members 
Mstep: Class 6 contains 421 members 
Mstep: Class 7 contains 5559 members 
Mstep: Class 8 contains 2748 members 
Mstep: Class 9 contains 3062 members 
Mstep: Class 10 contains 16378 members 
Mstep: Class 12 contains 88167 members 
Mstep: Class 13 contains 1261 members 
Mstep: Class 14 contains 172420 members 
Mstep: Class 16 contains 129012 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 17940 members 
Mstep: Class 21 contains 8063 members 
Mstep: Class 23 contains 13049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57677712.000000 Penalty: 48515.113281
Iteration 19Q: 16 clusters Score -5.767771e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1202 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 5617 members 
Mstep: Class 8 contains 2748 members 
Mstep: Class 9 contains 3059 members 
Mstep: Class 10 contains 16604 members 
Mstep: Class 12 contains 88485 members 
Mstep: Class 13 contains 1261 members 
Mstep: Class 14 contains 171809 members 
Mstep: Class 16 contains 128613 members 
Mstep: Class 18 contains 754 members 
Mstep: Class 19 contains 18212 members 
Mstep: Class 21 contains 8165 members 
Mstep: Class 23 contains 13083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57678300.000000 Penalty: 48515.113281
Iteration 20F: 16 clusters Score -5.76783e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1202 members 
Mstep: Class 6 contains 417 members 
Mstep: Class 7 contains 5697 members 
Mstep: Class 8 contains 2746 members 
Mstep: Class 9 contains 3058 members 
Mstep: Class 10 contains 16791 members 
Mstep: Class 12 contains 88780 members 
Mstep: Class 13 contains 1261 members 
Mstep: Class 14 contains 171195 members 
Mstep: Class 16 contains 128257 members 
Mstep: Class 18 contains 755 members 
Mstep: Class 19 contains 18488 members 
Mstep: Class 21 contains 8281 members 
Mstep: Class 23 contains 13094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57678872.000000 Penalty: 48515.113281
Iteration 21Q: 16 clusters Score -5.767887e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1202 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 5745 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 9 contains 3056 members 
Mstep: Class 10 contains 16947 members 
Mstep: Class 12 contains 89083 members 
Mstep: Class 13 contains 1261 members 
Mstep: Class 14 contains 170608 members 
Mstep: Class 16 contains 127954 members 
Mstep: Class 18 contains 758 members 
Mstep: Class 19 contains 18728 members 
Mstep: Class 21 contains 8393 members 
Mstep: Class 23 contains 13122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57679312.000000 Penalty: 48515.113281
Iteration 22Q: 16 clusters Score -5.767931e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1202 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 5792 members 
Mstep: Class 8 contains 2746 members 
Mstep: Class 9 contains 3056 members 
Mstep: Class 10 contains 17081 members 
Mstep: Class 12 contains 89420 members 
Mstep: Class 13 contains 1261 members 
Mstep: Class 14 contains 170069 members 
Mstep: Class 16 contains 127601 members 
Mstep: Class 18 contains 761 members 
Mstep: Class 19 contains 18952 members 
Mstep: Class 21 contains 8511 members 
Mstep: Class 23 contains 13147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57679616.000000 Penalty: 48515.113281
Iteration 23Q: 16 clusters Score -5.767962e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1202 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 5845 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 9 contains 3052 members 
Mstep: Class 10 contains 17198 members 
Mstep: Class 12 contains 89712 members 
Mstep: Class 13 contains 1261 members 
Mstep: Class 14 contains 169547 members 
Mstep: Class 16 contains 127291 members 
Mstep: Class 18 contains 763 members 
Mstep: Class 19 contains 19177 members 
Mstep: Class 21 contains 8643 members 
Mstep: Class 23 contains 13159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57679968.000000 Penalty: 48515.113281
Iteration 24Q: 16 clusters Score -5.767997e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1202 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 5907 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 9 contains 3034 members 
Mstep: Class 10 contains 17329 members 
Mstep: Class 12 contains 90030 members 
Mstep: Class 13 contains 1261 members 
Mstep: Class 14 contains 169047 members 
Mstep: Class 16 contains 126993 members 
Mstep: Class 18 contains 765 members 
Mstep: Class 19 contains 19364 members 
Mstep: Class 21 contains 8759 members 
Mstep: Class 23 contains 13161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57680156.000000 Penalty: 48515.113281
Iteration 25Q: 16 clusters Score -5.768016e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1202 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 5982 members 
Mstep: Class 8 contains 2748 members 
Mstep: Class 9 contains 3022 members 
Mstep: Class 10 contains 17439 members 
Mstep: Class 12 contains 90361 members 
Mstep: Class 13 contains 1261 members 
Mstep: Class 14 contains 168610 members 
Mstep: Class 16 contains 126671 members 
Mstep: Class 18 contains 767 members 
Mstep: Class 19 contains 19517 members 
Mstep: Class 21 contains 8857 members 
Mstep: Class 23 contains 13161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57680360.000000 Penalty: 48515.113281
Iteration 26Q: 16 clusters Score -5.768036e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1202 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 6039 members 
Mstep: Class 8 contains 2748 members 
Mstep: Class 9 contains 3013 members 
Mstep: Class 10 contains 17551 members 
Mstep: Class 12 contains 90688 members 
Mstep: Class 13 contains 1261 members 
Mstep: Class 14 contains 168206 members 
Mstep: Class 16 contains 126375 members 
Mstep: Class 18 contains 770 members 
Mstep: Class 19 contains 19635 members 
Mstep: Class 21 contains 8942 members 
Mstep: Class 23 contains 13168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57680612.000000 Penalty: 48515.113281
Iteration 27Q: 16 clusters Score -5.768061e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1202 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 6098 members 
Mstep: Class 8 contains 2748 members 
Mstep: Class 9 contains 3004 members 
Mstep: Class 10 contains 17636 members 
Mstep: Class 12 contains 90961 members 
Mstep: Class 13 contains 1261 members 
Mstep: Class 14 contains 167885 members 
Mstep: Class 16 contains 126088 members 
Mstep: Class 18 contains 773 members 
Mstep: Class 19 contains 19750 members 
Mstep: Class 21 contains 9011 members 
Mstep: Class 23 contains 13181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57680676.000000 Penalty: 48515.113281
Iteration 28Q: 16 clusters Score -5.768068e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1203 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 6158 members 
Mstep: Class 8 contains 2749 members 
Mstep: Class 9 contains 2994 members 
Mstep: Class 10 contains 17711 members 
Mstep: Class 12 contains 91255 members 
Mstep: Class 13 contains 1261 members 
Mstep: Class 14 contains 167530 members 
Mstep: Class 16 contains 125806 members 
Mstep: Class 18 contains 774 members 
Mstep: Class 19 contains 19882 members 
Mstep: Class 21 contains 9089 members 
Mstep: Class 23 contains 13186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57680864.000000 Penalty: 48515.113281
Iteration 29Q: 16 clusters Score -5.768086e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1203 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 6200 members 
Mstep: Class 8 contains 2749 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 10 contains 17787 members 
Mstep: Class 12 contains 91484 members 
Mstep: Class 13 contains 1261 members 
Mstep: Class 14 contains 167263 members 
Mstep: Class 16 contains 125556 members 
Mstep: Class 18 contains 776 members 
Mstep: Class 19 contains 20013 members 
Mstep: Class 21 contains 9148 members 
Mstep: Class 23 contains 13196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57680948.000000 Penalty: 48515.113281
Iteration 30Q: 16 clusters Score -5.768095e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1203 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 6265 members 
Mstep: Class 8 contains 2750 members 
Mstep: Class 9 contains 2944 members 
Mstep: Class 10 contains 17851 members 
Mstep: Class 12 contains 91686 members 
Mstep: Class 13 contains 1261 members 
Mstep: Class 14 contains 167030 members 
Mstep: Class 16 contains 125282 members 
Mstep: Class 18 contains 778 members 
Mstep: Class 19 contains 20126 members 
Mstep: Class 21 contains 9212 members 
Mstep: Class 23 contains 13210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57681208.000000 Penalty: 48515.113281
Iteration 31Q: 16 clusters Score -5.768121e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1203 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 6323 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 2925 members 
Mstep: Class 10 contains 17929 members 
Mstep: Class 12 contains 91883 members 
Mstep: Class 13 contains 1261 members 
Mstep: Class 14 contains 166869 members 
Mstep: Class 16 contains 124972 members 
Mstep: Class 18 contains 780 members 
Mstep: Class 19 contains 20219 members 
Mstep: Class 21 contains 9272 members 
Mstep: Class 23 contains 13211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57681504.000000 Penalty: 48515.113281
Iteration 32Q: 16 clusters Score -5.76815e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1203 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 6394 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 2891 members 
Mstep: Class 10 contains 18003 members 
Mstep: Class 12 contains 92042 members 
Mstep: Class 13 contains 1261 members 
Mstep: Class 14 contains 166774 members 
Mstep: Class 16 contains 124636 members 
Mstep: Class 18 contains 781 members 
Mstep: Class 19 contains 20298 members 
Mstep: Class 21 contains 9348 members 
Mstep: Class 23 contains 13217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57681704.000000 Penalty: 48515.113281
Iteration 33Q: 16 clusters Score -5.76817e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1203 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 6453 members 
Mstep: Class 8 contains 2755 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 18057 members 
Mstep: Class 12 contains 92192 members 
Mstep: Class 13 contains 1261 members 
Mstep: Class 14 contains 166671 members 
Mstep: Class 16 contains 124357 members 
Mstep: Class 18 contains 781 members 
Mstep: Class 19 contains 20370 members 
Mstep: Class 21 contains 9418 members 
Mstep: Class 23 contains 13224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57681988.000000 Penalty: 48515.113281
Iteration 34Q: 16 clusters Score -5.768199e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1203 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 6524 members 
Mstep: Class 8 contains 2756 members 
Mstep: Class 9 contains 2834 members 
Mstep: Class 10 contains 18122 members 
Mstep: Class 12 contains 92320 members 
Mstep: Class 13 contains 1261 members 
Mstep: Class 14 contains 166613 members 
Mstep: Class 16 contains 124066 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 20419 members 
Mstep: Class 21 contains 9476 members 
Mstep: Class 23 contains 13222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57682292.000000 Penalty: 48515.113281
Iteration 35Q: 16 clusters Score -5.768229e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1203 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 6581 members 
Mstep: Class 8 contains 2756 members 
Mstep: Class 9 contains 2793 members 
Mstep: Class 10 contains 18196 members 
Mstep: Class 12 contains 92426 members 
Mstep: Class 13 contains 1261 members 
Mstep: Class 14 contains 166615 members 
Mstep: Class 16 contains 123763 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 20454 members 
Mstep: Class 21 contains 9542 members 
Mstep: Class 23 contains 13221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57682432.000000 Penalty: 48515.113281
Iteration 36Q: 16 clusters Score -5.768243e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1203 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 6643 members 
Mstep: Class 8 contains 2754 members 
Mstep: Class 9 contains 2770 members 
Mstep: Class 10 contains 18264 members 
Mstep: Class 12 contains 92497 members 
Mstep: Class 13 contains 1261 members 
Mstep: Class 14 contains 166656 members 
Mstep: Class 16 contains 123463 members 
Mstep: Class 18 contains 792 members 
Mstep: Class 19 contains 20475 members 
Mstep: Class 21 contains 9607 members 
Mstep: Class 23 contains 13213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57682744.000000 Penalty: 48515.113281
Iteration 37Q: 16 clusters Score -5.768274e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1203 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 6670 members 
Mstep: Class 8 contains 2753 members 
Mstep: Class 9 contains 2764 members 
Mstep: Class 10 contains 18327 members 
Mstep: Class 12 contains 92439 members 
Mstep: Class 13 contains 1261 members 
Mstep: Class 14 contains 166803 members 
Mstep: Class 16 contains 123179 members 
Mstep: Class 18 contains 794 members 
Mstep: Class 19 contains 20514 members 
Mstep: Class 21 contains 9691 members 
Mstep: Class 23 contains 13202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57682932.000000 Penalty: 48515.113281
Iteration 38Q: 16 clusters Score -5.768293e+07 nChanged 1976
Entering ConstructFrom: 
Score: -57682932.000000 Penalty: 48515.113281
Entering ConstructFrom: 
Trying to split cluster 1 (413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Entering Unmasked Estep 
Score: -48135.636719 Penalty: 1493.814941
	Iteration 0F: 2 clusters Score -48135.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -46687.722656 Penalty: 2987.629883
	Iteration 0F: 3 clusters Score -46687.72 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -46826.890625 Penalty: 2987.629883
	Iteration 1F: 3 clusters Score -46826.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -46878.636719 Penalty: 2987.629883
	Iteration 2Q: 3 clusters Score -46878.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -46900.289062 Penalty: 2987.629883
	Iteration 3Q: 3 clusters Score -46900.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -46914.570312 Penalty: 2987.629883
	Iteration 4Q: 3 clusters Score -46914.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -46922.480469 Penalty: 2987.629883
	Iteration 5Q: 3 clusters Score -46922.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -46924.335938 Penalty: 2987.629883
	Iteration 6Q: 3 clusters Score -46924.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -46924.335938 Penalty: 2987.629883
	Iteration 7F: 3 clusters Score -46924.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Entering Unmasked Estep 
Score: -123541.554688 Penalty: 1758.958252
	Iteration 0F: 2 clusters Score -123541.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -121583.539062 Penalty: 3517.916504
	Iteration 0F: 3 clusters Score -121583.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -122288.218750 Penalty: 3517.916504
	Iteration 1F: 3 clusters Score -122288.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -123313.570312 Penalty: 3517.916504
	Iteration 2F: 3 clusters Score -123313.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -124261.992188 Penalty: 3517.916504
	Iteration 3F: 3 clusters Score -124262 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -125373.890625 Penalty: 3517.916504
	Iteration 4F: 3 clusters Score -125373.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -125765.484375 Penalty: 3517.916504
	Iteration 5F: 3 clusters Score -125765.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -126067.078125 Penalty: 3517.916504
	Iteration 6F: 3 clusters Score -126067.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -126283.085938 Penalty: 3517.916504
	Iteration 7Q: 3 clusters Score -126283.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -126577.578125 Penalty: 3517.916504
	Iteration 8Q: 3 clusters Score -126577.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -127083.445312 Penalty: 3517.916504
	Iteration 9Q: 3 clusters Score -127083.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -127512.234375 Penalty: 3517.916504
	Iteration 10Q: 3 clusters Score -127512.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -127560.703125 Penalty: 3517.916504
	Iteration 11Q: 3 clusters Score -127560.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -127594.546875 Penalty: 3517.916504
	Iteration 12Q: 3 clusters Score -127594.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -127622.734375 Penalty: 3517.916504
	Iteration 13Q: 3 clusters Score -127622.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -127652.179688 Penalty: 3517.916504
	Iteration 14Q: 3 clusters Score -127652.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -127673.031250 Penalty: 3517.916504
	Iteration 15Q: 3 clusters Score -127673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -127693.804688 Penalty: 3517.916504
	Iteration 16Q: 3 clusters Score -127693.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -127699.289062 Penalty: 3517.916504
	Iteration 17Q: 3 clusters Score -127699.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -127713.679688 Penalty: 3517.916504
	Iteration 18F: 3 clusters Score -127713.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -127726.171875 Penalty: 3517.916504
	Iteration 19Q: 3 clusters Score -127726.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -127726.171875 Penalty: 3517.916504
	Iteration 20F: 3 clusters Score -127726.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 541 members 
Mstep: Class 3 contains 662 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 6688 members 
Mstep: Class 8 contains 2753 members 
Mstep: Class 9 contains 2753 members 
Mstep: Class 10 contains 18392 members 
Mstep: Class 12 contains 92346 members 
Mstep: Class 13 contains 1261 members 
Mstep: Class 14 contains 167017 members 
Mstep: Class 16 contains 122902 members 
Mstep: Class 18 contains 796 members 
Mstep: Class 19 contains 20540 members 
Mstep: Class 21 contains 9771 members 
Mstep: Class 23 contains 13178 members 
Entering Unmasked Estep 
Score: -57685904.000000 Penalty: 51749.457031
Splitting cluster 2 changes total score from -57682932.000000 to -57685904.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 6 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -45231.414062 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -45231.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43884.660156 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -43884.66 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -44016.136719 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -44016.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -44057.359375 Penalty: 2993.598877
	Iteration 2Q: 3 clusters Score -44057.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -44082.660156 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -44082.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -44106.050781 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -44106.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -44137.445312 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -44137.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -44152.675781 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -44152.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -44161.992188 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -44161.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -44163.203125 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -44163.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -44169.054688 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -44169.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -44174.070312 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -44174.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -44179.828125 Penalty: 2993.598877
	Iteration 11Q: 3 clusters Score -44179.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -44185.867188 Penalty: 2993.598877
	Iteration 12Q: 3 clusters Score -44185.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -44200.593750 Penalty: 2993.598877
	Iteration 13Q: 3 clusters Score -44200.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -44207.109375 Penalty: 2993.598877
	Iteration 14Q: 3 clusters Score -44207.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -44209.179688 Penalty: 2993.598877
	Iteration 15Q: 3 clusters Score -44209.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -44211.121094 Penalty: 2993.598877
	Iteration 16Q: 3 clusters Score -44211.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -44212.011719 Penalty: 2993.598877
	Iteration 17Q: 3 clusters Score -44212.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -44213.007812 Penalty: 2993.598877
	Iteration 18Q: 3 clusters Score -44213.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -44215.242188 Penalty: 2993.598877
	Iteration 19Q: 3 clusters Score -44215.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -44221.871094 Penalty: 2993.598877
	Iteration 20F: 3 clusters Score -44221.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -44293.199219 Penalty: 2993.598877
	Iteration 21Q: 3 clusters Score -44293.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -44378.230469 Penalty: 2993.598877
	Iteration 22Q: 3 clusters Score -44378.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -44419.933594 Penalty: 2993.598877
	Iteration 23Q: 3 clusters Score -44419.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -44459.328125 Penalty: 2993.598877
	Iteration 24Q: 3 clusters Score -44459.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -44479.390625 Penalty: 2993.598877
	Iteration 25Q: 3 clusters Score -44479.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -44497.089844 Penalty: 2993.598877
	Iteration 26Q: 3 clusters Score -44497.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -44511.558594 Penalty: 2993.598877
	Iteration 27Q: 3 clusters Score -44511.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -44522.589844 Penalty: 2993.598877
	Iteration 28Q: 3 clusters Score -44522.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -44531.890625 Penalty: 2993.598877
	Iteration 29Q: 3 clusters Score -44531.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -44539.289062 Penalty: 2993.598877
	Iteration 30Q: 3 clusters Score -44539.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -44542.812500 Penalty: 2993.598877
	Iteration 31Q: 3 clusters Score -44542.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -44546.253906 Penalty: 2993.598877
	Iteration 32Q: 3 clusters Score -44546.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -44549.429688 Penalty: 2993.598877
	Iteration 33Q: 3 clusters Score -44549.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -44549.429688 Penalty: 2993.598877
	Iteration 34F: 3 clusters Score -44549.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Entering Unmasked Estep 
Score: -865268.187500 Penalty: 2184.401367
	Iteration 0F: 2 clusters Score -865268.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -859662.750000 Penalty: 4368.802734
	Iteration 0F: 3 clusters Score -859662.8 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -861077.875000 Penalty: 4368.802734
	Iteration 1F: 3 clusters Score -861077.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -861362.625000 Penalty: 4368.802734
	Iteration 2F: 3 clusters Score -861362.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -861535.937500 Penalty: 4368.802734
	Iteration 3F: 3 clusters Score -861535.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -861670.062500 Penalty: 4368.802734
	Iteration 4Q: 3 clusters Score -861670.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -861785.875000 Penalty: 4368.802734
	Iteration 5Q: 3 clusters Score -861785.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -861896.312500 Penalty: 4368.802734
	Iteration 6Q: 3 clusters Score -861896.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -861984.937500 Penalty: 4368.802734
	Iteration 7Q: 3 clusters Score -861984.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -862071.375000 Penalty: 4368.802734
	Iteration 8Q: 3 clusters Score -862071.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -862146.812500 Penalty: 4368.802734
	Iteration 9Q: 3 clusters Score -862146.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -862227.687500 Penalty: 4368.802734
	Iteration 10Q: 3 clusters Score -862227.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -862315.375000 Penalty: 4368.802734
	Iteration 11Q: 3 clusters Score -862315.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -862393.312500 Penalty: 4368.802734
	Iteration 12Q: 3 clusters Score -862393.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -862473.812500 Penalty: 4368.802734
	Iteration 13Q: 3 clusters Score -862473.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -862577.062500 Penalty: 4368.802734
	Iteration 14Q: 3 clusters Score -862577.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -862684.687500 Penalty: 4368.802734
	Iteration 15Q: 3 clusters Score -862684.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -862794.812500 Penalty: 4368.802734
	Iteration 16Q: 3 clusters Score -862794.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -862924.250000 Penalty: 4368.802734
	Iteration 17Q: 3 clusters Score -862924.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -863056.187500 Penalty: 4368.802734
	Iteration 18Q: 3 clusters Score -863056.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -863150.125000 Penalty: 4368.802734
	Iteration 19Q: 3 clusters Score -863150.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -863218.687500 Penalty: 4368.802734
	Iteration 20F: 3 clusters Score -863218.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -863265.875000 Penalty: 4368.802734
	Iteration 21Q: 3 clusters Score -863265.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -863300.500000 Penalty: 4368.802734
	Iteration 22Q: 3 clusters Score -863300.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -863328.562500 Penalty: 4368.802734
	Iteration 23Q: 3 clusters Score -863328.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -863355.812500 Penalty: 4368.802734
	Iteration 24Q: 3 clusters Score -863355.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -863387.687500 Penalty: 4368.802734
	Iteration 25Q: 3 clusters Score -863387.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -863419.000000 Penalty: 4368.802734
	Iteration 26Q: 3 clusters Score -863419 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -863452.812500 Penalty: 4368.802734
	Iteration 27Q: 3 clusters Score -863452.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -863486.062500 Penalty: 4368.802734
	Iteration 28Q: 3 clusters Score -863486.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -863504.625000 Penalty: 4368.802734
	Iteration 29Q: 3 clusters Score -863504.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -863522.562500 Penalty: 4368.802734
	Iteration 30Q: 3 clusters Score -863522.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -863536.562500 Penalty: 4368.802734
	Iteration 31Q: 3 clusters Score -863536.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -863552.187500 Penalty: 4368.802734
	Iteration 32Q: 3 clusters Score -863552.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -863562.500000 Penalty: 4368.802734
	Iteration 33Q: 3 clusters Score -863562.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -863580.875000 Penalty: 4368.802734
	Iteration 34Q: 3 clusters Score -863580.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -863595.750000 Penalty: 4368.802734
	Iteration 35Q: 3 clusters Score -863595.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -863611.125000 Penalty: 4368.802734
	Iteration 36Q: 3 clusters Score -863611.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -863622.062500 Penalty: 4368.802734
	Iteration 37Q: 3 clusters Score -863622.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -863631.562500 Penalty: 4368.802734
	Iteration 38Q: 3 clusters Score -863631.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -863638.875000 Penalty: 4368.802734
	Iteration 39Q: 3 clusters Score -863638.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -863642.687500 Penalty: 4368.802734
	Iteration 40F: 3 clusters Score -863642.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -863645.750000 Penalty: 4368.802734
	Iteration 41Q: 3 clusters Score -863645.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -863653.250000 Penalty: 4368.802734
	Iteration 42Q: 3 clusters Score -863653.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -863664.375000 Penalty: 4368.802734
	Iteration 43Q: 3 clusters Score -863664.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -863672.625000 Penalty: 4368.802734
	Iteration 44Q: 3 clusters Score -863672.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -863681.937500 Penalty: 4368.802734
	Iteration 45Q: 3 clusters Score -863681.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -863693.562500 Penalty: 4368.802734
	Iteration 46Q: 3 clusters Score -863693.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -863706.562500 Penalty: 4368.802734
	Iteration 47Q: 3 clusters Score -863706.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -863719.812500 Penalty: 4368.802734
	Iteration 48Q: 3 clusters Score -863719.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -863731.437500 Penalty: 4368.802734
	Iteration 49Q: 3 clusters Score -863731.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -863743.875000 Penalty: 4368.802734
	Iteration 50Q: 3 clusters Score -863743.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -863755.312500 Penalty: 4368.802734
	Iteration 51Q: 3 clusters Score -863755.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -863779.125000 Penalty: 4368.802734
	Iteration 52Q: 3 clusters Score -863779.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -863806.625000 Penalty: 4368.802734
	Iteration 53Q: 3 clusters Score -863806.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -863849.000000 Penalty: 4368.802734
	Iteration 54Q: 3 clusters Score -863849 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -863886.062500 Penalty: 4368.802734
	Iteration 55Q: 3 clusters Score -863886.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -863910.437500 Penalty: 4368.802734
	Iteration 56Q: 3 clusters Score -863910.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -863934.812500 Penalty: 4368.802734
	Iteration 57Q: 3 clusters Score -863934.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -863949.562500 Penalty: 4368.802734
	Iteration 58Q: 3 clusters Score -863949.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -863965.437500 Penalty: 4368.802734
	Iteration 59Q: 3 clusters Score -863965.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -863975.875000 Penalty: 4368.802734
	Iteration 60F: 3 clusters Score -863975.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -863981.750000 Penalty: 4368.802734
	Iteration 61Q: 3 clusters Score -863981.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -863988.812500 Penalty: 4368.802734
	Iteration 62Q: 3 clusters Score -863988.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -863990.000000 Penalty: 4368.802734
	Iteration 63Q: 3 clusters Score -863990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -863990.625000 Penalty: 4368.802734
	Iteration 64Q: 3 clusters Score -863990.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -863990.187500 Penalty: 4368.802734
	Iteration 65Q: 3 clusters Score -863990.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -863991.312500 Penalty: 4368.802734
	Iteration 66Q: 3 clusters Score -863991.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -863991.312500 Penalty: 4368.802734
	Iteration 67F: 3 clusters Score -863991.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Entering Unmasked Estep 
Score: -341705.718750 Penalty: 1964.270752
	Iteration 0F: 2 clusters Score -341705.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -338608.312500 Penalty: 3928.541504
	Iteration 0F: 3 clusters Score -338608.3 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -339199.625000 Penalty: 3928.541504
	Iteration 1F: 3 clusters Score -339199.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -339344.031250 Penalty: 3928.541504
	Iteration 2F: 3 clusters Score -339344 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -339451.312500 Penalty: 3928.541504
	Iteration 3Q: 3 clusters Score -339451.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -339564.000000 Penalty: 3928.541504
	Iteration 4Q: 3 clusters Score -339564 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -339708.156250 Penalty: 3928.541504
	Iteration 5Q: 3 clusters Score -339708.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -339877.625000 Penalty: 3928.541504
	Iteration 6Q: 3 clusters Score -339877.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -340043.531250 Penalty: 3928.541504
	Iteration 7Q: 3 clusters Score -340043.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -340164.562500 Penalty: 3928.541504
	Iteration 8Q: 3 clusters Score -340164.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -340261.281250 Penalty: 3928.541504
	Iteration 9Q: 3 clusters Score -340261.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -340350.468750 Penalty: 3928.541504
	Iteration 10Q: 3 clusters Score -340350.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -340410.062500 Penalty: 3928.541504
	Iteration 11Q: 3 clusters Score -340410.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -340445.218750 Penalty: 3928.541504
	Iteration 12Q: 3 clusters Score -340445.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -340471.031250 Penalty: 3928.541504
	Iteration 13Q: 3 clusters Score -340471 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -340488.375000 Penalty: 3928.541504
	Iteration 14Q: 3 clusters Score -340488.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -340510.687500 Penalty: 3928.541504
	Iteration 15Q: 3 clusters Score -340510.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -340534.812500 Penalty: 3928.541504
	Iteration 16Q: 3 clusters Score -340534.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -340546.906250 Penalty: 3928.541504
	Iteration 17Q: 3 clusters Score -340546.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -340556.437500 Penalty: 3928.541504
	Iteration 18Q: 3 clusters Score -340556.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -340564.750000 Penalty: 3928.541504
	Iteration 19Q: 3 clusters Score -340564.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -340576.500000 Penalty: 3928.541504
	Iteration 20F: 3 clusters Score -340576.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -340587.000000 Penalty: 3928.541504
	Iteration 21Q: 3 clusters Score -340587 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -340602.625000 Penalty: 3928.541504
	Iteration 22Q: 3 clusters Score -340602.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -340613.562500 Penalty: 3928.541504
	Iteration 23Q: 3 clusters Score -340613.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -340627.593750 Penalty: 3928.541504
	Iteration 24Q: 3 clusters Score -340627.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -340647.406250 Penalty: 3928.541504
	Iteration 25Q: 3 clusters Score -340647.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -340673.531250 Penalty: 3928.541504
	Iteration 26Q: 3 clusters Score -340673.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -340700.531250 Penalty: 3928.541504
	Iteration 27Q: 3 clusters Score -340700.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -340747.843750 Penalty: 3928.541504
	Iteration 28Q: 3 clusters Score -340747.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -340795.343750 Penalty: 3928.541504
	Iteration 29Q: 3 clusters Score -340795.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -340863.375000 Penalty: 3928.541504
	Iteration 30Q: 3 clusters Score -340863.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -340951.156250 Penalty: 3928.541504
	Iteration 31Q: 3 clusters Score -340951.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -341084.000000 Penalty: 3928.541504
	Iteration 32Q: 3 clusters Score -341084 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -341278.750000 Penalty: 3928.541504
	Iteration 33Q: 3 clusters Score -341278.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -341474.156250 Penalty: 3928.541504
	Iteration 34Q: 3 clusters Score -341474.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -341658.625000 Penalty: 3928.541504
	Iteration 35Q: 3 clusters Score -341658.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -341873.375000 Penalty: 3928.541504
	Iteration 36Q: 3 clusters Score -341873.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -342150.187500 Penalty: 3928.541504
	Iteration 37Q: 3 clusters Score -342150.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -342503.187500 Penalty: 3928.541504
	Iteration 38Q: 3 clusters Score -342503.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -342819.812500 Penalty: 3928.541504
	Iteration 39Q: 3 clusters Score -342819.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -343030.062500 Penalty: 3928.541504
	Iteration 40F: 3 clusters Score -343030.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -343073.250000 Penalty: 3928.541504
	Iteration 41Q: 3 clusters Score -343073.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -343084.968750 Penalty: 3928.541504
	Iteration 42Q: 3 clusters Score -343085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -343095.312500 Penalty: 3928.541504
	Iteration 43Q: 3 clusters Score -343095.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -343097.937500 Penalty: 3928.541504
	Iteration 44Q: 3 clusters Score -343097.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -343098.656250 Penalty: 3928.541504
	Iteration 45Q: 3 clusters Score -343098.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -343099.031250 Penalty: 3928.541504
	Iteration 46Q: 3 clusters Score -343099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -343099.031250 Penalty: 3928.541504
	Iteration 47F: 3 clusters Score -343099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 541 members 
Mstep: Class 3 contains 662 members 
Mstep: Class 4 contains 1309 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 6688 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 2753 members 
Mstep: Class 10 contains 18392 members 
Mstep: Class 12 contains 92346 members 
Mstep: Class 13 contains 1261 members 
Mstep: Class 14 contains 167017 members 
Mstep: Class 16 contains 122902 members 
Mstep: Class 18 contains 796 members 
Mstep: Class 19 contains 20540 members 
Mstep: Class 21 contains 9771 members 
Mstep: Class 23 contains 13178 members 
Entering Unmasked Estep 
Score: -57686072.000000 Penalty: 54983.796875
Splitting cluster 8 changes total score from -57682932.000000 to -57686072.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 9 (2753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Entering Unmasked Estep 
Score: -349156.156250 Penalty: 1964.270752
	Iteration 0F: 2 clusters Score -349156.2 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 1395 members 
Entering Unmasked Estep 
Score: -345992.843750 Penalty: 3928.541504
	Iteration 0F: 3 clusters Score -345992.8 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -346569.750000 Penalty: 3928.541504
	Iteration 1F: 3 clusters Score -346569.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -346721.156250 Penalty: 3928.541504
	Iteration 2F: 3 clusters Score -346721.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -346818.500000 Penalty: 3928.541504
	Iteration 3Q: 3 clusters Score -346818.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -346884.156250 Penalty: 3928.541504
	Iteration 4Q: 3 clusters Score -346884.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -346934.843750 Penalty: 3928.541504
	Iteration 5Q: 3 clusters Score -346934.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -346981.343750 Penalty: 3928.541504
	Iteration 6Q: 3 clusters Score -346981.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -347016.187500 Penalty: 3928.541504
	Iteration 7Q: 3 clusters Score -347016.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -347036.031250 Penalty: 3928.541504
	Iteration 8Q: 3 clusters Score -347036 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -347048.656250 Penalty: 3928.541504
	Iteration 9Q: 3 clusters Score -347048.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -347058.218750 Penalty: 3928.541504
	Iteration 10Q: 3 clusters Score -347058.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -347066.843750 Penalty: 3928.541504
	Iteration 11Q: 3 clusters Score -347066.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -347071.687500 Penalty: 3928.541504
	Iteration 12Q: 3 clusters Score -347071.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -347077.343750 Penalty: 3928.541504
	Iteration 13Q: 3 clusters Score -347077.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -347084.125000 Penalty: 3928.541504
	Iteration 14Q: 3 clusters Score -347084.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -347087.437500 Penalty: 3928.541504
	Iteration 15Q: 3 clusters Score -347087.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -347090.968750 Penalty: 3928.541504
	Iteration 16Q: 3 clusters Score -347091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -347091.281250 Penalty: 3928.541504
	Iteration 17Q: 3 clusters Score -347091.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -347092.343750 Penalty: 3928.541504
	Iteration 18Q: 3 clusters Score -347092.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -347095.250000 Penalty: 3928.541504
	Iteration 19Q: 3 clusters Score -347095.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -347098.031250 Penalty: 3928.541504
	Iteration 20F: 3 clusters Score -347098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -347099.218750 Penalty: 3928.541504
	Iteration 21Q: 3 clusters Score -347099.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -347101.125000 Penalty: 3928.541504
	Iteration 22Q: 3 clusters Score -347101.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -347102.187500 Penalty: 3928.541504
	Iteration 23Q: 3 clusters Score -347102.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -347104.531250 Penalty: 3928.541504
	Iteration 24Q: 3 clusters Score -347104.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -347107.031250 Penalty: 3928.541504
	Iteration 25Q: 3 clusters Score -347107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -347110.125000 Penalty: 3928.541504
	Iteration 26Q: 3 clusters Score -347110.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -347112.937500 Penalty: 3928.541504
	Iteration 27Q: 3 clusters Score -347112.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -347114.750000 Penalty: 3928.541504
	Iteration 28Q: 3 clusters Score -347114.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -347115.875000 Penalty: 3928.541504
	Iteration 29Q: 3 clusters Score -347115.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -347116.687500 Penalty: 3928.541504
	Iteration 30Q: 3 clusters Score -347116.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -347116.562500 Penalty: 3928.541504
	Iteration 31Q: 3 clusters Score -347116.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -347116.562500 Penalty: 3928.541504
	Iteration 32F: 3 clusters Score -347116.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Entering Unmasked Estep 
Score: -2380929.000000 Penalty: 2435.278320
	Iteration 0F: 2 clusters Score -2380929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -2367933.000000 Penalty: 4870.556641
	Iteration 0F: 3 clusters Score -2367933 nChanged 8086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -2372670.750000 Penalty: 4870.556641
	Iteration 1F: 3 clusters Score -2372671 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2373479.500000 Penalty: 4870.556641
	Iteration 2F: 3 clusters Score -2373480 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2374261.000000 Penalty: 4870.556641
	Iteration 3F: 3 clusters Score -2374261 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -2375112.500000 Penalty: 4870.556641
	Iteration 4F: 3 clusters Score -2375112 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -2376051.500000 Penalty: 4870.556641
	Iteration 5F: 3 clusters Score -2376052 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -2377200.750000 Penalty: 4870.556641
	Iteration 6F: 3 clusters Score -2377201 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -2378453.750000 Penalty: 4870.556641
	Iteration 7F: 3 clusters Score -2378454 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2379444.000000 Penalty: 4870.556641
	Iteration 8F: 3 clusters Score -2379444 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2380152.500000 Penalty: 4870.556641
	Iteration 9Q: 3 clusters Score -2380152 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2380634.750000 Penalty: 4870.556641
	Iteration 10Q: 3 clusters Score -2380635 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2380947.000000 Penalty: 4870.556641
	Iteration 11Q: 3 clusters Score -2380947 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2381107.750000 Penalty: 4870.556641
	Iteration 12Q: 3 clusters Score -2381108 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2381198.500000 Penalty: 4870.556641
	Iteration 13Q: 3 clusters Score -2381198 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2381250.500000 Penalty: 4870.556641
	Iteration 14Q: 3 clusters Score -2381250 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2381269.250000 Penalty: 4870.556641
	Iteration 15Q: 3 clusters Score -2381269 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2381275.750000 Penalty: 4870.556641
	Iteration 16Q: 3 clusters Score -2381276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2381285.250000 Penalty: 4870.556641
	Iteration 17Q: 3 clusters Score -2381285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2381286.750000 Penalty: 4870.556641
	Iteration 18Q: 3 clusters Score -2381287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2381292.500000 Penalty: 4870.556641
	Iteration 19Q: 3 clusters Score -2381292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2381298.500000 Penalty: 4870.556641
	Iteration 20F: 3 clusters Score -2381298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2381297.750000 Penalty: 4870.556641
	Iteration 21Q: 3 clusters Score -2381298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2381298.750000 Penalty: 4870.556641
	Iteration 22Q: 3 clusters Score -2381299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2381301.000000 Penalty: 4870.556641
	Iteration 23Q: 3 clusters Score -2381301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2381304.750000 Penalty: 4870.556641
	Iteration 24Q: 3 clusters Score -2381305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2381306.750000 Penalty: 4870.556641
	Iteration 25Q: 3 clusters Score -2381307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2381311.250000 Penalty: 4870.556641
	Iteration 26Q: 3 clusters Score -2381311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2381307.250000 Penalty: 4870.556641
	Iteration 27Q: 3 clusters Score -2381307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2381307.250000 Penalty: 4870.556641
	Iteration 28F: 3 clusters Score -2381307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 541 members 
Mstep: Class 3 contains 662 members 
Mstep: Class 4 contains 1309 members 
Mstep: Class 5 contains 611 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 6688 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 2753 members 
Mstep: Class 10 contains 17781 members 
Mstep: Class 12 contains 92346 members 
Mstep: Class 13 contains 1261 members 
Mstep: Class 14 contains 167017 members 
Mstep: Class 16 contains 122902 members 
Mstep: Class 18 contains 796 members 
Mstep: Class 19 contains 20540 members 
Mstep: Class 21 contains 9771 members 
Mstep: Class 23 contains 13178 members 
Entering Unmasked Estep 
Score: -57685636.000000 Penalty: 58218.136719
Splitting cluster 10 changes total score from -57682932.000000 to -57685636.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 12 (92346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92346 members 
Entering Unmasked Estep 
Score: -11728350.000000 Penalty: 2835.458008
	Iteration 0F: 2 clusters Score -1.172835e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46087 members 
Mstep: Class 2 contains 46259 members 
Entering Unmasked Estep 
Score: -11666752.000000 Penalty: 5670.916016
	Iteration 0F: 3 clusters Score -1.166675e+07 nChanged 43519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 46764 members 
Entering Unmasked Estep 
Score: -11691187.000000 Penalty: 5670.916016
	Iteration 1F: 3 clusters Score -1.169119e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45317 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
Score: -11691935.000000 Penalty: 5670.916016
	Iteration 2Q: 3 clusters Score -1.169194e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44995 members 
Mstep: Class 2 contains 47351 members 
Entering Unmasked Estep 
Score: -11692511.000000 Penalty: 5670.916016
	Iteration 3Q: 3 clusters Score -1.169251e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44539 members 
Mstep: Class 2 contains 47807 members 
Entering Unmasked Estep 
Score: -11693289.000000 Penalty: 5670.916016
	Iteration 4Q: 3 clusters Score -1.169329e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 48397 members 
Entering Unmasked Estep 
Score: -11694174.000000 Penalty: 5670.916016
	Iteration 5Q: 3 clusters Score -1.169417e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43103 members 
Mstep: Class 2 contains 49243 members 
Entering Unmasked Estep 
Score: -11695376.000000 Penalty: 5670.916016
	Iteration 6Q: 3 clusters Score -1.169538e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41822 members 
Mstep: Class 2 contains 50524 members 
Entering Unmasked Estep 
Score: -11696978.000000 Penalty: 5670.916016
	Iteration 7Q: 3 clusters Score -1.169698e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 52173 members 
Entering Unmasked Estep 
Score: -11699060.000000 Penalty: 5670.916016
	Iteration 8Q: 3 clusters Score -1.169906e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 54084 members 
Entering Unmasked Estep 
Score: -11701726.000000 Penalty: 5670.916016
	Iteration 9Q: 3 clusters Score -1.170173e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 56304 members 
Entering Unmasked Estep 
Score: -11704783.000000 Penalty: 5670.916016
	Iteration 10F: 3 clusters Score -1.170478e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 58662 members 
Entering Unmasked Estep 
Score: -11707723.000000 Penalty: 5670.916016
	Iteration 11F: 3 clusters Score -1.170772e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 61025 members 
Entering Unmasked Estep 
Score: -11710314.000000 Penalty: 5670.916016
	Iteration 12Q: 3 clusters Score -1.171031e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 63399 members 
Entering Unmasked Estep 
Score: -11712256.000000 Penalty: 5670.916016
	Iteration 13Q: 3 clusters Score -1.171226e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 65673 members 
Entering Unmasked Estep 
Score: -11713783.000000 Penalty: 5670.916016
	Iteration 14Q: 3 clusters Score -1.171378e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 67932 members 
Entering Unmasked Estep 
Score: -11715013.000000 Penalty: 5670.916016
	Iteration 15Q: 3 clusters Score -1.171501e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 70123 members 
Entering Unmasked Estep 
Score: -11715926.000000 Penalty: 5670.916016
	Iteration 16Q: 3 clusters Score -1.171593e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 72320 members 
Entering Unmasked Estep 
Score: -11716904.000000 Penalty: 5670.916016
	Iteration 17Q: 3 clusters Score -1.17169e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 74473 members 
Entering Unmasked Estep 
Score: -11717782.000000 Penalty: 5670.916016
	Iteration 18Q: 3 clusters Score -1.171778e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 76542 members 
Entering Unmasked Estep 
Score: -11718703.000000 Penalty: 5670.916016
	Iteration 19Q: 3 clusters Score -1.17187e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 78567 members 
Entering Unmasked Estep 
Score: -11719579.000000 Penalty: 5670.916016
	Iteration 20F: 3 clusters Score -1.171958e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 80514 members 
Entering Unmasked Estep 
Score: -11720466.000000 Penalty: 5670.916016
	Iteration 21Q: 3 clusters Score -1.172047e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 82278 members 
Entering Unmasked Estep 
Score: -11721287.000000 Penalty: 5670.916016
	Iteration 22Q: 3 clusters Score -1.172129e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 83897 members 
Entering Unmasked Estep 
Score: -11722139.000000 Penalty: 5670.916016
	Iteration 23Q: 3 clusters Score -1.172214e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 85343 members 
Entering Unmasked Estep 
Score: -11722911.000000 Penalty: 5670.916016
	Iteration 24Q: 3 clusters Score -1.172291e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 86611 members 
Entering Unmasked Estep 
Score: -11723602.000000 Penalty: 5670.916016
	Iteration 25Q: 3 clusters Score -1.17236e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 87715 members 
Entering Unmasked Estep 
Score: -11724123.000000 Penalty: 5670.916016
	Iteration 26Q: 3 clusters Score -1.172412e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 88595 members 
Entering Unmasked Estep 
Score: -11724597.000000 Penalty: 5670.916016
	Iteration 27Q: 3 clusters Score -1.17246e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 89287 members 
Entering Unmasked Estep 
Score: -11724939.000000 Penalty: 5670.916016
	Iteration 28Q: 3 clusters Score -1.172494e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 89812 members 
Entering Unmasked Estep 
Score: -11725235.000000 Penalty: 5670.916016
	Iteration 29Q: 3 clusters Score -1.172524e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 90211 members 
Entering Unmasked Estep 
Score: -11725430.000000 Penalty: 5670.916016
	Iteration 30Q: 3 clusters Score -1.172543e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 90519 members 
Entering Unmasked Estep 
Score: -11725556.000000 Penalty: 5670.916016
	Iteration 31Q: 3 clusters Score -1.172556e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 90741 members 
Entering Unmasked Estep 
Score: -11725653.000000 Penalty: 5670.916016
	Iteration 32Q: 3 clusters Score -1.172565e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 90923 members 
Entering Unmasked Estep 
Score: -11725726.000000 Penalty: 5670.916016
	Iteration 33Q: 3 clusters Score -1.172573e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 91051 members 
Entering Unmasked Estep 
Score: -11725781.000000 Penalty: 5670.916016
	Iteration 34Q: 3 clusters Score -1.172578e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 91134 members 
Entering Unmasked Estep 
Score: -11725809.000000 Penalty: 5670.916016
	Iteration 35Q: 3 clusters Score -1.172581e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 91199 members 
Entering Unmasked Estep 
Score: -11725835.000000 Penalty: 5670.916016
	Iteration 36Q: 3 clusters Score -1.172584e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 91250 members 
Entering Unmasked Estep 
Score: -11725871.000000 Penalty: 5670.916016
	Iteration 37Q: 3 clusters Score -1.172587e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 91290 members 
Entering Unmasked Estep 
Score: -11725891.000000 Penalty: 5670.916016
	Iteration 38Q: 3 clusters Score -1.172589e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 91309 members 
Entering Unmasked Estep 
Score: -11725894.000000 Penalty: 5670.916016
	Iteration 39Q: 3 clusters Score -1.172589e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 91330 members 
Entering Unmasked Estep 
Score: -11725893.000000 Penalty: 5670.916016
	Iteration 40F: 3 clusters Score -1.172589e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 91350 members 
Entering Unmasked Estep 
Score: -11725915.000000 Penalty: 5670.916016
	Iteration 41Q: 3 clusters Score -1.172592e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 91376 members 
Entering Unmasked Estep 
Score: -11725928.000000 Penalty: 5670.916016
	Iteration 42Q: 3 clusters Score -1.172593e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 91396 members 
Entering Unmasked Estep 
Score: -11725945.000000 Penalty: 5670.916016
	Iteration 43Q: 3 clusters Score -1.172594e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 91414 members 
Entering Unmasked Estep 
Score: -11725962.000000 Penalty: 5670.916016
	Iteration 44Q: 3 clusters Score -1.172596e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 91436 members 
Entering Unmasked Estep 
Score: -11725981.000000 Penalty: 5670.916016
	Iteration 45Q: 3 clusters Score -1.172598e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 91450 members 
Entering Unmasked Estep 
Score: -11725986.000000 Penalty: 5670.916016
	Iteration 46Q: 3 clusters Score -1.172599e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 91467 members 
Entering Unmasked Estep 
Score: -11726001.000000 Penalty: 5670.916016
	Iteration 47Q: 3 clusters Score -1.1726e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 91475 members 
Entering Unmasked Estep 
Score: -11726004.000000 Penalty: 5670.916016
	Iteration 48Q: 3 clusters Score -1.1726e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 91489 members 
Entering Unmasked Estep 
Score: -11726011.000000 Penalty: 5670.916016
	Iteration 49Q: 3 clusters Score -1.172601e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 91502 members 
Entering Unmasked Estep 
Score: -11726022.000000 Penalty: 5670.916016
	Iteration 50Q: 3 clusters Score -1.172602e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 91517 members 
Entering Unmasked Estep 
Score: -11726026.000000 Penalty: 5670.916016
	Iteration 51Q: 3 clusters Score -1.172603e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 91526 members 
Entering Unmasked Estep 
Score: -11726020.000000 Penalty: 5670.916016
	Iteration 52Q: 3 clusters Score -1.172602e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 91537 members 
Entering Unmasked Estep 
Score: -11726024.000000 Penalty: 5670.916016
	Iteration 53Q: 3 clusters Score -1.172602e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 91542 members 
Entering Unmasked Estep 
Score: -11726034.000000 Penalty: 5670.916016
	Iteration 54Q: 3 clusters Score -1.172603e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 91549 members 
Entering Unmasked Estep 
Score: -11726046.000000 Penalty: 5670.916016
	Iteration 55Q: 3 clusters Score -1.172605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 91556 members 
Entering Unmasked Estep 
Score: -11726040.000000 Penalty: 5670.916016
	Iteration 56Q: 3 clusters Score -1.172604e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 91563 members 
Entering Unmasked Estep 
Score: -11726039.000000 Penalty: 5670.916016
	Iteration 57Q: 3 clusters Score -1.172604e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 91570 members 
Entering Unmasked Estep 
Score: -11726051.000000 Penalty: 5670.916016
	Iteration 58Q: 3 clusters Score -1.172605e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 91578 members 
Entering Unmasked Estep 
Score: -11726053.000000 Penalty: 5670.916016
	Iteration 59Q: 3 clusters Score -1.172605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 91584 members 
Entering Unmasked Estep 
Score: -11726052.000000 Penalty: 5670.916016
	Iteration 60F: 3 clusters Score -1.172605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 91586 members 
Entering Unmasked Estep 
Score: -11726059.000000 Penalty: 5670.916016
	Iteration 61Q: 3 clusters Score -1.172606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 91587 members 
Entering Unmasked Estep 
Score: -11726053.000000 Penalty: 5670.916016
	Iteration 62Q: 3 clusters Score -1.172605e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 91587 members 
Entering Unmasked Estep 
Score: -11726053.000000 Penalty: 5670.916016
	Iteration 63F: 3 clusters Score -1.172605e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Entering Unmasked Estep 
Score: -130613.164062 Penalty: 1770.635742
	Iteration 0F: 2 clusters Score -130613.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -128803.664062 Penalty: 3541.271484
	Iteration 0F: 3 clusters Score -128803.7 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -130416.179688 Penalty: 3541.271484
	Iteration 1F: 3 clusters Score -130416.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -131579.265625 Penalty: 3541.271484
	Iteration 2F: 3 clusters Score -131579.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -132177.984375 Penalty: 3541.271484
	Iteration 3F: 3 clusters Score -132178 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -132304.640625 Penalty: 3541.271484
	Iteration 4Q: 3 clusters Score -132304.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -132357.906250 Penalty: 3541.271484
	Iteration 5Q: 3 clusters Score -132357.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -132428.359375 Penalty: 3541.271484
	Iteration 6Q: 3 clusters Score -132428.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -132457.421875 Penalty: 3541.271484
	Iteration 7Q: 3 clusters Score -132457.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -132484.640625 Penalty: 3541.271484
	Iteration 8Q: 3 clusters Score -132484.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -132495.078125 Penalty: 3541.271484
	Iteration 9Q: 3 clusters Score -132495.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -132518.187500 Penalty: 3541.271484
	Iteration 10Q: 3 clusters Score -132518.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -132522.968750 Penalty: 3541.271484
	Iteration 11Q: 3 clusters Score -132523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -132525.609375 Penalty: 3541.271484
	Iteration 12Q: 3 clusters Score -132525.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -132525.609375 Penalty: 3541.271484
	Iteration 13F: 3 clusters Score -132525.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 541 members 
Mstep: Class 3 contains 662 members 
Mstep: Class 4 contains 1309 members 
Mstep: Class 5 contains 611 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 6688 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 2753 members 
Mstep: Class 10 contains 17781 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 92346 members 
Mstep: Class 13 contains 962 members 
Mstep: Class 14 contains 167017 members 
Mstep: Class 16 contains 122902 members 
Mstep: Class 18 contains 796 members 
Mstep: Class 19 contains 20540 members 
Mstep: Class 21 contains 9771 members 
Mstep: Class 23 contains 13178 members 
Entering Unmasked Estep 
Score: -57685992.000000 Penalty: 61452.480469
Splitting cluster 13 changes total score from -57682932.000000 to -57685992.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 14 (167017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167017 members 
Entering Unmasked Estep 
Score: -21123932.000000 Penalty: 2982.411133
	Iteration 0F: 2 clusters Score -2.112393e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83219 members 
Mstep: Class 2 contains 83798 members 
Entering Unmasked Estep 
Score: -21013164.000000 Penalty: 5964.822266
	Iteration 0F: 3 clusters Score -2.101316e+07 nChanged 80095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78454 members 
Mstep: Class 2 contains 88563 members 
Entering Unmasked Estep 
Score: -21060156.000000 Penalty: 5964.822266
	Iteration 1F: 3 clusters Score -2.106016e+07 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75497 members 
Mstep: Class 2 contains 91520 members 
Entering Unmasked Estep 
Score: -21062546.000000 Penalty: 5964.822266
	Iteration 2Q: 3 clusters Score -2.106255e+07 nChanged 7724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71149 members 
Mstep: Class 2 contains 95868 members 
Entering Unmasked Estep 
Score: -21065938.000000 Penalty: 5964.822266
	Iteration 3Q: 3 clusters Score -2.106594e+07 nChanged 9411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64904 members 
Mstep: Class 2 contains 102113 members 
Entering Unmasked Estep 
Score: -21071176.000000 Penalty: 5964.822266
	Iteration 4F: 3 clusters Score -2.107118e+07 nChanged 11139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56553 members 
Mstep: Class 2 contains 110464 members 
Entering Unmasked Estep 
Score: -21078874.000000 Penalty: 5964.822266
	Iteration 5F: 3 clusters Score -2.107887e+07 nChanged 12171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 120427 members 
Entering Unmasked Estep 
Score: -21088798.000000 Penalty: 5964.822266
	Iteration 6F: 3 clusters Score -2.10888e+07 nChanged 11610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 130637 members 
Entering Unmasked Estep 
Score: -21098826.000000 Penalty: 5964.822266
	Iteration 7F: 3 clusters Score -2.109883e+07 nChanged 9302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 139013 members 
Entering Unmasked Estep 
Score: -21106804.000000 Penalty: 5964.822266
	Iteration 8F: 3 clusters Score -2.11068e+07 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 145074 members 
Entering Unmasked Estep 
Score: -21112194.000000 Penalty: 5964.822266
	Iteration 9Q: 3 clusters Score -2.111219e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 149331 members 
Entering Unmasked Estep 
Score: -21115468.000000 Penalty: 5964.822266
	Iteration 10Q: 3 clusters Score -2.111547e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 152436 members 
Entering Unmasked Estep 
Score: -21117478.000000 Penalty: 5964.822266
	Iteration 11Q: 3 clusters Score -2.111748e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 154789 members 
Entering Unmasked Estep 
Score: -21118852.000000 Penalty: 5964.822266
	Iteration 12Q: 3 clusters Score -2.111885e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 156619 members 
Entering Unmasked Estep 
Score: -21119754.000000 Penalty: 5964.822266
	Iteration 13Q: 3 clusters Score -2.111975e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 158007 members 
Entering Unmasked Estep 
Score: -21120472.000000 Penalty: 5964.822266
	Iteration 14Q: 3 clusters Score -2.112047e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 159124 members 
Entering Unmasked Estep 
Score: -21120896.000000 Penalty: 5964.822266
	Iteration 15Q: 3 clusters Score -2.11209e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 160025 members 
Entering Unmasked Estep 
Score: -21121178.000000 Penalty: 5964.822266
	Iteration 16Q: 3 clusters Score -2.112118e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 160745 members 
Entering Unmasked Estep 
Score: -21121448.000000 Penalty: 5964.822266
	Iteration 17Q: 3 clusters Score -2.112145e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 161334 members 
Entering Unmasked Estep 
Score: -21121552.000000 Penalty: 5964.822266
	Iteration 18Q: 3 clusters Score -2.112155e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 161813 members 
Entering Unmasked Estep 
Score: -21121678.000000 Penalty: 5964.822266
	Iteration 19Q: 3 clusters Score -2.112168e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 162217 members 
Entering Unmasked Estep 
Score: -21121812.000000 Penalty: 5964.822266
	Iteration 20F: 3 clusters Score -2.112181e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 162539 members 
Entering Unmasked Estep 
Score: -21121860.000000 Penalty: 5964.822266
	Iteration 21Q: 3 clusters Score -2.112186e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 162792 members 
Entering Unmasked Estep 
Score: -21121920.000000 Penalty: 5964.822266
	Iteration 22Q: 3 clusters Score -2.112192e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 163004 members 
Entering Unmasked Estep 
Score: -21121986.000000 Penalty: 5964.822266
	Iteration 23Q: 3 clusters Score -2.112199e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 163168 members 
Entering Unmasked Estep 
Score: -21122042.000000 Penalty: 5964.822266
	Iteration 24Q: 3 clusters Score -2.112204e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 163312 members 
Entering Unmasked Estep 
Score: -21122116.000000 Penalty: 5964.822266
	Iteration 25Q: 3 clusters Score -2.112212e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 163438 members 
Entering Unmasked Estep 
Score: -21122156.000000 Penalty: 5964.822266
	Iteration 26Q: 3 clusters Score -2.112216e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 163536 members 
Entering Unmasked Estep 
Score: -21122206.000000 Penalty: 5964.822266
	Iteration 27Q: 3 clusters Score -2.112221e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 163598 members 
Entering Unmasked Estep 
Score: -21122216.000000 Penalty: 5964.822266
	Iteration 28Q: 3 clusters Score -2.112222e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 163670 members 
Entering Unmasked Estep 
Score: -21122228.000000 Penalty: 5964.822266
	Iteration 29Q: 3 clusters Score -2.112223e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 163734 members 
Entering Unmasked Estep 
Score: -21122232.000000 Penalty: 5964.822266
	Iteration 30Q: 3 clusters Score -2.112223e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 163790 members 
Entering Unmasked Estep 
Score: -21122272.000000 Penalty: 5964.822266
	Iteration 31Q: 3 clusters Score -2.112227e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 163839 members 
Entering Unmasked Estep 
Score: -21122272.000000 Penalty: 5964.822266
	Iteration 32Q: 3 clusters Score -2.112227e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 163878 members 
Entering Unmasked Estep 
Score: -21122264.000000 Penalty: 5964.822266
	Iteration 33Q: 3 clusters Score -2.112226e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 163919 members 
Entering Unmasked Estep 
Score: -21122308.000000 Penalty: 5964.822266
	Iteration 34Q: 3 clusters Score -2.112231e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 163947 members 
Entering Unmasked Estep 
Score: -21122322.000000 Penalty: 5964.822266
	Iteration 35Q: 3 clusters Score -2.112232e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 163966 members 
Entering Unmasked Estep 
Score: -21122306.000000 Penalty: 5964.822266
	Iteration 36Q: 3 clusters Score -2.112231e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 163986 members 
Entering Unmasked Estep 
Score: -21122308.000000 Penalty: 5964.822266
	Iteration 37Q: 3 clusters Score -2.112231e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 164002 members 
Entering Unmasked Estep 
Score: -21122304.000000 Penalty: 5964.822266
	Iteration 38Q: 3 clusters Score -2.11223e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 164020 members 
Entering Unmasked Estep 
Score: -21122318.000000 Penalty: 5964.822266
	Iteration 39Q: 3 clusters Score -2.112232e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 164034 members 
Entering Unmasked Estep 
Score: -21122288.000000 Penalty: 5964.822266
	Iteration 40F: 3 clusters Score -2.112229e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 164047 members 
Entering Unmasked Estep 
Score: -21122288.000000 Penalty: 5964.822266
	Iteration 41Q: 3 clusters Score -2.112229e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 164065 members 
Entering Unmasked Estep 
Score: -21122314.000000 Penalty: 5964.822266
	Iteration 42Q: 3 clusters Score -2.112231e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 164076 members 
Entering Unmasked Estep 
Score: -21122332.000000 Penalty: 5964.822266
	Iteration 43Q: 3 clusters Score -2.112233e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 164091 members 
Entering Unmasked Estep 
Score: -21122334.000000 Penalty: 5964.822266
	Iteration 44Q: 3 clusters Score -2.112233e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 164111 members 
Entering Unmasked Estep 
Score: -21122346.000000 Penalty: 5964.822266
	Iteration 45Q: 3 clusters Score -2.112235e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 164127 members 
Entering Unmasked Estep 
Score: -21122344.000000 Penalty: 5964.822266
	Iteration 46Q: 3 clusters Score -2.112234e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 164144 members 
Entering Unmasked Estep 
Score: -21122348.000000 Penalty: 5964.822266
	Iteration 47Q: 3 clusters Score -2.112235e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 164159 members 
Entering Unmasked Estep 
Score: -21122360.000000 Penalty: 5964.822266
	Iteration 48Q: 3 clusters Score -2.112236e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 164174 members 
Entering Unmasked Estep 
Score: -21122338.000000 Penalty: 5964.822266
	Iteration 49Q: 3 clusters Score -2.112234e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 164184 members 
Entering Unmasked Estep 
Score: -21122352.000000 Penalty: 5964.822266
	Iteration 50Q: 3 clusters Score -2.112235e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 164191 members 
Entering Unmasked Estep 
Score: -21122346.000000 Penalty: 5964.822266
	Iteration 51Q: 3 clusters Score -2.112235e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 164197 members 
Entering Unmasked Estep 
Score: -21122352.000000 Penalty: 5964.822266
	Iteration 52Q: 3 clusters Score -2.112235e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 164201 members 
Entering Unmasked Estep 
Score: -21122340.000000 Penalty: 5964.822266
	Iteration 53Q: 3 clusters Score -2.112234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 164205 members 
Entering Unmasked Estep 
Score: -21122344.000000 Penalty: 5964.822266
	Iteration 54Q: 3 clusters Score -2.112234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 164212 members 
Entering Unmasked Estep 
Score: -21122350.000000 Penalty: 5964.822266
	Iteration 55Q: 3 clusters Score -2.112235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 164215 members 
Entering Unmasked Estep 
Score: -21122346.000000 Penalty: 5964.822266
	Iteration 56Q: 3 clusters Score -2.112235e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 164223 members 
Entering Unmasked Estep 
Score: -21122336.000000 Penalty: 5964.822266
	Iteration 57Q: 3 clusters Score -2.112234e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 164230 members 
Entering Unmasked Estep 
Score: -21122344.000000 Penalty: 5964.822266
	Iteration 58Q: 3 clusters Score -2.112234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 164234 members 
Entering Unmasked Estep 
Score: -21122340.000000 Penalty: 5964.822266
	Iteration 59Q: 3 clusters Score -2.112234e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 164239 members 
Entering Unmasked Estep 
Score: -21122334.000000 Penalty: 5964.822266
	Iteration 60F: 3 clusters Score -2.112233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 164243 members 
Entering Unmasked Estep 
Score: -21122340.000000 Penalty: 5964.822266
	Iteration 61Q: 3 clusters Score -2.112234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 164248 members 
Entering Unmasked Estep 
Score: -21122350.000000 Penalty: 5964.822266
	Iteration 62Q: 3 clusters Score -2.112235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 164251 members 
Entering Unmasked Estep 
Score: -21122340.000000 Penalty: 5964.822266
	Iteration 63Q: 3 clusters Score -2.112234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 164252 members 
Entering Unmasked Estep 
Score: -21122350.000000 Penalty: 5964.822266
	Iteration 64Q: 3 clusters Score -2.112235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 164253 members 
Entering Unmasked Estep 
Score: -21122356.000000 Penalty: 5964.822266
	Iteration 65Q: 3 clusters Score -2.112236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 164253 members 
Entering Unmasked Estep 
Score: -21122356.000000 Penalty: 5964.822266
	Iteration 66F: 3 clusters Score -2.112236e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (122902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122902 members 
Entering Unmasked Estep 
Score: -15732632.000000 Penalty: 2906.347412
	Iteration 0F: 2 clusters Score -1.573263e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61199 members 
Mstep: Class 2 contains 61703 members 
Entering Unmasked Estep 
Score: -15650473.000000 Penalty: 5812.694824
	Iteration 0F: 3 clusters Score -1.565047e+07 nChanged 58465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57826 members 
Mstep: Class 2 contains 65076 members 
Entering Unmasked Estep 
Score: -15684431.000000 Penalty: 5812.694824
	Iteration 1F: 3 clusters Score -1.568443e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55631 members 
Mstep: Class 2 contains 67271 members 
Entering Unmasked Estep 
Score: -15686025.000000 Penalty: 5812.694824
	Iteration 2Q: 3 clusters Score -1.568602e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52447 members 
Mstep: Class 2 contains 70455 members 
Entering Unmasked Estep 
Score: -15688762.000000 Penalty: 5812.694824
	Iteration 3Q: 3 clusters Score -1.568876e+07 nChanged 7392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47835 members 
Mstep: Class 2 contains 75067 members 
Entering Unmasked Estep 
Score: -15693563.000000 Penalty: 5812.694824
	Iteration 4F: 3 clusters Score -1.569356e+07 nChanged 9300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 80737 members 
Entering Unmasked Estep 
Score: -15701139.000000 Penalty: 5812.694824
	Iteration 5F: 3 clusters Score -1.570114e+07 nChanged 10623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 86682 members 
Entering Unmasked Estep 
Score: -15712461.000000 Penalty: 5812.694824
	Iteration 6F: 3 clusters Score -1.571246e+07 nChanged 9711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 90813 members 
Entering Unmasked Estep 
Score: -15723803.000000 Penalty: 5812.694824
	Iteration 7F: 3 clusters Score -1.57238e+07 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30456 members 
Mstep: Class 2 contains 92446 members 
Entering Unmasked Estep 
Score: -15731301.000000 Penalty: 5812.694824
	Iteration 8F: 3 clusters Score -1.57313e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 93103 members 
Entering Unmasked Estep 
Score: -15734345.000000 Penalty: 5812.694824
	Iteration 9Q: 3 clusters Score -1.573434e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 93779 members 
Entering Unmasked Estep 
Score: -15735747.000000 Penalty: 5812.694824
	Iteration 10Q: 3 clusters Score -1.573575e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 94544 members 
Entering Unmasked Estep 
Score: -15736848.000000 Penalty: 5812.694824
	Iteration 11Q: 3 clusters Score -1.573685e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 95388 members 
Entering Unmasked Estep 
Score: -15737908.000000 Penalty: 5812.694824
	Iteration 12Q: 3 clusters Score -1.573791e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 96345 members 
Entering Unmasked Estep 
Score: -15739196.000000 Penalty: 5812.694824
	Iteration 13Q: 3 clusters Score -1.57392e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 97277 members 
Entering Unmasked Estep 
Score: -15740402.000000 Penalty: 5812.694824
	Iteration 14Q: 3 clusters Score -1.57404e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 98074 members 
Entering Unmasked Estep 
Score: -15741307.000000 Penalty: 5812.694824
	Iteration 15Q: 3 clusters Score -1.574131e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 98745 members 
Entering Unmasked Estep 
Score: -15741708.000000 Penalty: 5812.694824
	Iteration 16Q: 3 clusters Score -1.574171e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 99280 members 
Entering Unmasked Estep 
Score: -15741851.000000 Penalty: 5812.694824
	Iteration 17Q: 3 clusters Score -1.574185e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 99716 members 
Entering Unmasked Estep 
Score: -15741991.000000 Penalty: 5812.694824
	Iteration 18Q: 3 clusters Score -1.574199e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 100040 members 
Entering Unmasked Estep 
Score: -15742103.000000 Penalty: 5812.694824
	Iteration 19Q: 3 clusters Score -1.57421e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 100284 members 
Entering Unmasked Estep 
Score: -15742144.000000 Penalty: 5812.694824
	Iteration 20F: 3 clusters Score -1.574214e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 100471 members 
Entering Unmasked Estep 
Score: -15742158.000000 Penalty: 5812.694824
	Iteration 21Q: 3 clusters Score -1.574216e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 100619 members 
Entering Unmasked Estep 
Score: -15742168.000000 Penalty: 5812.694824
	Iteration 22Q: 3 clusters Score -1.574217e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 100729 members 
Entering Unmasked Estep 
Score: -15742174.000000 Penalty: 5812.694824
	Iteration 23Q: 3 clusters Score -1.574217e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 100824 members 
Entering Unmasked Estep 
Score: -15742164.000000 Penalty: 5812.694824
	Iteration 24Q: 3 clusters Score -1.574216e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 100876 members 
Entering Unmasked Estep 
Score: -15742157.000000 Penalty: 5812.694824
	Iteration 25Q: 3 clusters Score -1.574216e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 100922 members 
Entering Unmasked Estep 
Score: -15742143.000000 Penalty: 5812.694824
	Iteration 26Q: 3 clusters Score -1.574214e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 100955 members 
Entering Unmasked Estep 
Score: -15742154.000000 Penalty: 5812.694824
	Iteration 27Q: 3 clusters Score -1.574215e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 100976 members 
Entering Unmasked Estep 
Score: -15742162.000000 Penalty: 5812.694824
	Iteration 28Q: 3 clusters Score -1.574216e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 100997 members 
Entering Unmasked Estep 
Score: -15742159.000000 Penalty: 5812.694824
	Iteration 29Q: 3 clusters Score -1.574216e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 101012 members 
Entering Unmasked Estep 
Score: -15742178.000000 Penalty: 5812.694824
	Iteration 30Q: 3 clusters Score -1.574218e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 101030 members 
Entering Unmasked Estep 
Score: -15742154.000000 Penalty: 5812.694824
	Iteration 31Q: 3 clusters Score -1.574215e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 101044 members 
Entering Unmasked Estep 
Score: -15742156.000000 Penalty: 5812.694824
	Iteration 32Q: 3 clusters Score -1.574216e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 101063 members 
Entering Unmasked Estep 
Score: -15742163.000000 Penalty: 5812.694824
	Iteration 33Q: 3 clusters Score -1.574216e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 101079 members 
Entering Unmasked Estep 
Score: -15742155.000000 Penalty: 5812.694824
	Iteration 34Q: 3 clusters Score -1.574216e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 101092 members 
Entering Unmasked Estep 
Score: -15742152.000000 Penalty: 5812.694824
	Iteration 35Q: 3 clusters Score -1.574215e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 101100 members 
Entering Unmasked Estep 
Score: -15742156.000000 Penalty: 5812.694824
	Iteration 36Q: 3 clusters Score -1.574216e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 101106 members 
Entering Unmasked Estep 
Score: -15742154.000000 Penalty: 5812.694824
	Iteration 37Q: 3 clusters Score -1.574215e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 101106 members 
Entering Unmasked Estep 
Score: -15742154.000000 Penalty: 5812.694824
	Iteration 38F: 3 clusters Score -1.574215e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 541 members 
Mstep: Class 3 contains 662 members 
Mstep: Class 4 contains 1309 members 
Mstep: Class 5 contains 611 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 6688 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 2753 members 
Mstep: Class 10 contains 17781 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 92346 members 
Mstep: Class 13 contains 962 members 
Mstep: Class 14 contains 167017 members 
Mstep: Class 15 contains 101106 members 
Mstep: Class 16 contains 21796 members 
Mstep: Class 18 contains 796 members 
Mstep: Class 19 contains 20540 members 
Mstep: Class 21 contains 9771 members 
Mstep: Class 23 contains 13178 members 
Entering Unmasked Estep 
Score: -57694912.000000 Penalty: 64686.820312
Splitting cluster 16 changes total score from -57682932.000000 to -57694912.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 18 (796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Entering Unmasked Estep 
Score: -95440.843750 Penalty: 1656.540649
	Iteration 0F: 2 clusters Score -95440.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -93652.460938 Penalty: 3313.081299
	Iteration 0F: 3 clusters Score -93652.46 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -93843.250000 Penalty: 3313.081299
	Iteration 1F: 3 clusters Score -93843.25 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -93883.304688 Penalty: 3313.081299
	Iteration 2Q: 3 clusters Score -93883.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -93893.046875 Penalty: 3313.081299
	Iteration 3Q: 3 clusters Score -93893.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -93897.718750 Penalty: 3313.081299
	Iteration 4Q: 3 clusters Score -93897.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -93902.453125 Penalty: 3313.081299
	Iteration 5Q: 3 clusters Score -93902.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -93909.429688 Penalty: 3313.081299
	Iteration 6Q: 3 clusters Score -93909.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -93913.890625 Penalty: 3313.081299
	Iteration 7Q: 3 clusters Score -93913.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -93921.703125 Penalty: 3313.081299
	Iteration 8Q: 3 clusters Score -93921.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -93928.328125 Penalty: 3313.081299
	Iteration 9Q: 3 clusters Score -93928.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -93934.695312 Penalty: 3313.081299
	Iteration 10Q: 3 clusters Score -93934.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -93938.960938 Penalty: 3313.081299
	Iteration 11Q: 3 clusters Score -93938.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -93942.304688 Penalty: 3313.081299
	Iteration 12Q: 3 clusters Score -93942.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -93944.609375 Penalty: 3313.081299
	Iteration 13Q: 3 clusters Score -93944.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -93948.882812 Penalty: 3313.081299
	Iteration 14Q: 3 clusters Score -93948.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -93952.960938 Penalty: 3313.081299
	Iteration 15Q: 3 clusters Score -93952.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -93953.406250 Penalty: 3313.081299
	Iteration 16Q: 3 clusters Score -93953.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -93953.406250 Penalty: 3313.081299
	Iteration 17F: 3 clusters Score -93953.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Entering Unmasked Estep 
Score: -2552124.750000 Penalty: 2462.672119
	Iteration 0F: 2 clusters Score -2552125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2537558.000000 Penalty: 4925.344238
	Iteration 0F: 3 clusters Score -2537558 nChanged 9177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -2542465.000000 Penalty: 4925.344238
	Iteration 1F: 3 clusters Score -2542465 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -2542936.750000 Penalty: 4925.344238
	Iteration 2F: 3 clusters Score -2542937 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -2543453.750000 Penalty: 4925.344238
	Iteration 3F: 3 clusters Score -2543454 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -2544064.750000 Penalty: 4925.344238
	Iteration 4F: 3 clusters Score -2544065 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -2544879.500000 Penalty: 4925.344238
	Iteration 5F: 3 clusters Score -2544880 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -2545985.750000 Penalty: 4925.344238
	Iteration 6F: 3 clusters Score -2545986 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -2547211.250000 Penalty: 4925.344238
	Iteration 7F: 3 clusters Score -2547211 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -2548277.500000 Penalty: 4925.344238
	Iteration 8F: 3 clusters Score -2548278 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -2549067.000000 Penalty: 4925.344238
	Iteration 9Q: 3 clusters Score -2549067 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -2549477.000000 Penalty: 4925.344238
	Iteration 10Q: 3 clusters Score -2549477 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -2549698.000000 Penalty: 4925.344238
	Iteration 11Q: 3 clusters Score -2549698 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -2549802.000000 Penalty: 4925.344238
	Iteration 12Q: 3 clusters Score -2549802 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -2549858.000000 Penalty: 4925.344238
	Iteration 13Q: 3 clusters Score -2549858 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -2549900.250000 Penalty: 4925.344238
	Iteration 14Q: 3 clusters Score -2549900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -2549921.500000 Penalty: 4925.344238
	Iteration 15Q: 3 clusters Score -2549922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -2549934.500000 Penalty: 4925.344238
	Iteration 16Q: 3 clusters Score -2549934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -2549947.000000 Penalty: 4925.344238
	Iteration 17Q: 3 clusters Score -2549947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -2549959.250000 Penalty: 4925.344238
	Iteration 18Q: 3 clusters Score -2549959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -2549972.000000 Penalty: 4925.344238
	Iteration 19Q: 3 clusters Score -2549972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -2549979.500000 Penalty: 4925.344238
	Iteration 20F: 3 clusters Score -2549980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -2549980.000000 Penalty: 4925.344238
	Iteration 21Q: 3 clusters Score -2549980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -2549982.000000 Penalty: 4925.344238
	Iteration 22Q: 3 clusters Score -2549982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -2549984.750000 Penalty: 4925.344238
	Iteration 23Q: 3 clusters Score -2549985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -2549984.000000 Penalty: 4925.344238
	Iteration 24Q: 3 clusters Score -2549984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -2549987.000000 Penalty: 4925.344238
	Iteration 25Q: 3 clusters Score -2549987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -2549985.000000 Penalty: 4925.344238
	Iteration 26Q: 3 clusters Score -2549985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -2549985.000000 Penalty: 4925.344238
	Iteration 27F: 3 clusters Score -2549985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Entering Unmasked Estep 
Score: -1262973.250000 Penalty: 2278.419189
	Iteration 0F: 2 clusters Score -1262973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1255505.250000 Penalty: 4556.838379
	Iteration 0F: 3 clusters Score -1255505 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1257634.250000 Penalty: 4556.838379
	Iteration 1F: 3 clusters Score -1257634 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1257938.125000 Penalty: 4556.838379
	Iteration 2F: 3 clusters Score -1257938 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1258179.125000 Penalty: 4556.838379
	Iteration 3F: 3 clusters Score -1258179 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1258415.000000 Penalty: 4556.838379
	Iteration 4Q: 3 clusters Score -1258415 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1258648.375000 Penalty: 4556.838379
	Iteration 5Q: 3 clusters Score -1258648 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1258959.625000 Penalty: 4556.838379
	Iteration 6Q: 3 clusters Score -1258960 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1259304.500000 Penalty: 4556.838379
	Iteration 7Q: 3 clusters Score -1259304 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1259602.000000 Penalty: 4556.838379
	Iteration 8Q: 3 clusters Score -1259602 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1259837.500000 Penalty: 4556.838379
	Iteration 9Q: 3 clusters Score -1259838 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1260032.125000 Penalty: 4556.838379
	Iteration 10Q: 3 clusters Score -1260032 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1260195.250000 Penalty: 4556.838379
	Iteration 11Q: 3 clusters Score -1260195 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1260325.125000 Penalty: 4556.838379
	Iteration 12Q: 3 clusters Score -1260325 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1260409.875000 Penalty: 4556.838379
	Iteration 13Q: 3 clusters Score -1260410 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1260482.125000 Penalty: 4556.838379
	Iteration 14Q: 3 clusters Score -1260482 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1260542.250000 Penalty: 4556.838379
	Iteration 15Q: 3 clusters Score -1260542 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1260581.375000 Penalty: 4556.838379
	Iteration 16Q: 3 clusters Score -1260581 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1260615.000000 Penalty: 4556.838379
	Iteration 17Q: 3 clusters Score -1260615 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1260639.875000 Penalty: 4556.838379
	Iteration 18Q: 3 clusters Score -1260640 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1260650.500000 Penalty: 4556.838379
	Iteration 19Q: 3 clusters Score -1260650 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1260658.750000 Penalty: 4556.838379
	Iteration 20F: 3 clusters Score -1260659 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1260670.250000 Penalty: 4556.838379
	Iteration 21Q: 3 clusters Score -1260670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1260680.750000 Penalty: 4556.838379
	Iteration 22Q: 3 clusters Score -1260681 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1260688.875000 Penalty: 4556.838379
	Iteration 23Q: 3 clusters Score -1260689 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1260697.625000 Penalty: 4556.838379
	Iteration 24Q: 3 clusters Score -1260698 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1260709.000000 Penalty: 4556.838379
	Iteration 25Q: 3 clusters Score -1260709 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1260712.750000 Penalty: 4556.838379
	Iteration 26Q: 3 clusters Score -1260713 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1260717.375000 Penalty: 4556.838379
	Iteration 27Q: 3 clusters Score -1260717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1260718.375000 Penalty: 4556.838379
	Iteration 28Q: 3 clusters Score -1260718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1260721.750000 Penalty: 4556.838379
	Iteration 29Q: 3 clusters Score -1260722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1260725.875000 Penalty: 4556.838379
	Iteration 30Q: 3 clusters Score -1260726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1260729.375000 Penalty: 4556.838379
	Iteration 31Q: 3 clusters Score -1260729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1260727.875000 Penalty: 4556.838379
	Iteration 32Q: 3 clusters Score -1260728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1260728.875000 Penalty: 4556.838379
	Iteration 33Q: 3 clusters Score -1260729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1260731.750000 Penalty: 4556.838379
	Iteration 34Q: 3 clusters Score -1260732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1260731.125000 Penalty: 4556.838379
	Iteration 35Q: 3 clusters Score -1260731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1260731.000000 Penalty: 4556.838379
	Iteration 36Q: 3 clusters Score -1260731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1260729.375000 Penalty: 4556.838379
	Iteration 37Q: 3 clusters Score -1260729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1260733.500000 Penalty: 4556.838379
	Iteration 38Q: 3 clusters Score -1260734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1260732.625000 Penalty: 4556.838379
	Iteration 39Q: 3 clusters Score -1260733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1260732.750000 Penalty: 4556.838379
	Iteration 40F: 3 clusters Score -1260733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1260733.125000 Penalty: 4556.838379
	Iteration 41Q: 3 clusters Score -1260733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1260734.000000 Penalty: 4556.838379
	Iteration 42Q: 3 clusters Score -1260734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1260733.750000 Penalty: 4556.838379
	Iteration 43Q: 3 clusters Score -1260734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1260735.625000 Penalty: 4556.838379
	Iteration 44Q: 3 clusters Score -1260736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1260735.500000 Penalty: 4556.838379
	Iteration 45Q: 3 clusters Score -1260736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1260739.875000 Penalty: 4556.838379
	Iteration 46Q: 3 clusters Score -1260740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1260738.125000 Penalty: 4556.838379
	Iteration 47Q: 3 clusters Score -1260738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1260740.375000 Penalty: 4556.838379
	Iteration 48Q: 3 clusters Score -1260740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1260741.250000 Penalty: 4556.838379
	Iteration 49Q: 3 clusters Score -1260741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1260744.500000 Penalty: 4556.838379
	Iteration 50Q: 3 clusters Score -1260744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1260746.250000 Penalty: 4556.838379
	Iteration 51Q: 3 clusters Score -1260746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1260745.375000 Penalty: 4556.838379
	Iteration 52Q: 3 clusters Score -1260745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1260747.875000 Penalty: 4556.838379
	Iteration 53Q: 3 clusters Score -1260748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1260750.750000 Penalty: 4556.838379
	Iteration 54Q: 3 clusters Score -1260751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1260752.375000 Penalty: 4556.838379
	Iteration 55Q: 3 clusters Score -1260752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1260751.125000 Penalty: 4556.838379
	Iteration 56Q: 3 clusters Score -1260751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1260752.750000 Penalty: 4556.838379
	Iteration 57Q: 3 clusters Score -1260753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1260751.875000 Penalty: 4556.838379
	Iteration 58Q: 3 clusters Score -1260752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1260751.625000 Penalty: 4556.838379
	Iteration 59Q: 3 clusters Score -1260752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1260751.625000 Penalty: 4556.838379
	Iteration 60F: 3 clusters Score -1260752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Entering Unmasked Estep 
Score: -1694101.625000 Penalty: 2352.603516
	Iteration 0F: 2 clusters Score -1694102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1684422.000000 Penalty: 4705.207031
	Iteration 0F: 3 clusters Score -1684422 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1687655.500000 Penalty: 4705.207031
	Iteration 1F: 3 clusters Score -1687656 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1688364.125000 Penalty: 4705.207031
	Iteration 2F: 3 clusters Score -1688364 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1689012.375000 Penalty: 4705.207031
	Iteration 3F: 3 clusters Score -1689012 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1689703.750000 Penalty: 4705.207031
	Iteration 4F: 3 clusters Score -1689704 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1690404.000000 Penalty: 4705.207031
	Iteration 5F: 3 clusters Score -1690404 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1691084.875000 Penalty: 4705.207031
	Iteration 6F: 3 clusters Score -1691085 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1691636.750000 Penalty: 4705.207031
	Iteration 7Q: 3 clusters Score -1691637 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1691982.625000 Penalty: 4705.207031
	Iteration 8Q: 3 clusters Score -1691983 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1692189.375000 Penalty: 4705.207031
	Iteration 9Q: 3 clusters Score -1692189 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1692293.875000 Penalty: 4705.207031
	Iteration 10Q: 3 clusters Score -1692294 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1692365.375000 Penalty: 4705.207031
	Iteration 11Q: 3 clusters Score -1692365 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1692407.875000 Penalty: 4705.207031
	Iteration 12Q: 3 clusters Score -1692408 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1692451.750000 Penalty: 4705.207031
	Iteration 13Q: 3 clusters Score -1692452 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1692478.625000 Penalty: 4705.207031
	Iteration 14Q: 3 clusters Score -1692479 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1692512.625000 Penalty: 4705.207031
	Iteration 15Q: 3 clusters Score -1692513 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1692534.250000 Penalty: 4705.207031
	Iteration 16Q: 3 clusters Score -1692534 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1692539.750000 Penalty: 4705.207031
	Iteration 17Q: 3 clusters Score -1692540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1692543.750000 Penalty: 4705.207031
	Iteration 18Q: 3 clusters Score -1692544 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1692557.000000 Penalty: 4705.207031
	Iteration 19Q: 3 clusters Score -1692557 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1692558.125000 Penalty: 4705.207031
	Iteration 20F: 3 clusters Score -1692558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1692569.625000 Penalty: 4705.207031
	Iteration 21Q: 3 clusters Score -1692570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1692573.125000 Penalty: 4705.207031
	Iteration 22Q: 3 clusters Score -1692573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1692575.875000 Penalty: 4705.207031
	Iteration 23Q: 3 clusters Score -1692576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1692580.500000 Penalty: 4705.207031
	Iteration 24Q: 3 clusters Score -1692580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1692584.000000 Penalty: 4705.207031
	Iteration 25Q: 3 clusters Score -1692584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1692587.875000 Penalty: 4705.207031
	Iteration 26Q: 3 clusters Score -1692588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1692591.125000 Penalty: 4705.207031
	Iteration 27Q: 3 clusters Score -1692591 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1692595.625000 Penalty: 4705.207031
	Iteration 28Q: 3 clusters Score -1692596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1692593.375000 Penalty: 4705.207031
	Iteration 29Q: 3 clusters Score -1692593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1692600.750000 Penalty: 4705.207031
	Iteration 30Q: 3 clusters Score -1692601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1692600.375000 Penalty: 4705.207031
	Iteration 31Q: 3 clusters Score -1692600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1692602.500000 Penalty: 4705.207031
	Iteration 32Q: 3 clusters Score -1692602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1692607.750000 Penalty: 4705.207031
	Iteration 33Q: 3 clusters Score -1692608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1692609.750000 Penalty: 4705.207031
	Iteration 34Q: 3 clusters Score -1692610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1692609.375000 Penalty: 4705.207031
	Iteration 35Q: 3 clusters Score -1692609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1692613.000000 Penalty: 4705.207031
	Iteration 36Q: 3 clusters Score -1692613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1692614.875000 Penalty: 4705.207031
	Iteration 37Q: 3 clusters Score -1692615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1692617.375000 Penalty: 4705.207031
	Iteration 38Q: 3 clusters Score -1692617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1692616.250000 Penalty: 4705.207031
	Iteration 39Q: 3 clusters Score -1692616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1692615.250000 Penalty: 4705.207031
	Iteration 40F: 3 clusters Score -1692615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1692620.875000 Penalty: 4705.207031
	Iteration 41Q: 3 clusters Score -1692621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1692621.250000 Penalty: 4705.207031
	Iteration 42Q: 3 clusters Score -1692621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1692621.375000 Penalty: 4705.207031
	Iteration 43Q: 3 clusters Score -1692621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1692623.875000 Penalty: 4705.207031
	Iteration 44Q: 3 clusters Score -1692624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1692619.750000 Penalty: 4705.207031
	Iteration 45Q: 3 clusters Score -1692620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1692620.250000 Penalty: 4705.207031
	Iteration 46Q: 3 clusters Score -1692620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1692623.000000 Penalty: 4705.207031
	Iteration 47Q: 3 clusters Score -1692623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1692625.125000 Penalty: 4705.207031
	Iteration 48Q: 3 clusters Score -1692625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1692623.375000 Penalty: 4705.207031
	Iteration 49Q: 3 clusters Score -1692623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1692624.750000 Penalty: 4705.207031
	Iteration 50Q: 3 clusters Score -1692625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1692625.625000 Penalty: 4705.207031
	Iteration 51Q: 3 clusters Score -1692626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1692628.125000 Penalty: 4705.207031
	Iteration 52Q: 3 clusters Score -1692628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1692626.000000 Penalty: 4705.207031
	Iteration 53Q: 3 clusters Score -1692626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1692625.250000 Penalty: 4705.207031
	Iteration 54Q: 3 clusters Score -1692625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1692628.750000 Penalty: 4705.207031
	Iteration 55Q: 3 clusters Score -1692629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1692627.750000 Penalty: 4705.207031
	Iteration 56Q: 3 clusters Score -1692628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1692629.125000 Penalty: 4705.207031
	Iteration 57Q: 3 clusters Score -1692629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1692629.125000 Penalty: 4705.207031
	Iteration 58F: 3 clusters Score -1692629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 541 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 6688 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 2753 members 
Mstep: Class 10 contains 17781 members 
Mstep: Class 12 contains 92346 members 
Mstep: Class 13 contains 962 members 
Mstep: Class 14 contains 167017 members 
Mstep: Class 16 contains 21796 members 
Mstep: Class 18 contains 796 members 
Mstep: Class 19 contains 20540 members 
Mstep: Class 21 contains 9771 members 
Mstep: Class 23 contains 13178 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 21 clusters Score -5.769977e+07 nChanged 10198
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 546 members 
Mstep: Class 3 contains 662 members 
Mstep: Class 4 contains 1279 members 
Mstep: Class 5 contains 608 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 6398 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 2810 members 
Mstep: Class 10 contains 18138 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 92925 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 170083 members 
Mstep: Class 15 contains 96992 members 
Mstep: Class 16 contains 21807 members 
Mstep: Class 18 contains 798 members 
Mstep: Class 19 contains 20545 members 
Mstep: Class 21 contains 9926 members 
Mstep: Class 23 contains 13389 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 21 clusters Score -5.77032e+07 nChanged 7924
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 535 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1283 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 6127 members 
Mstep: Class 8 contains 1428 members 
Mstep: Class 9 contains 2867 members 
Mstep: Class 10 contains 18330 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 92832 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 171349 members 
Mstep: Class 15 contains 96224 members 
Mstep: Class 16 contains 21676 members 
Mstep: Class 18 contains 802 members 
Mstep: Class 19 contains 20557 members 
Mstep: Class 21 contains 10012 members 
Mstep: Class 23 contains 13028 members 
Entering Unmasked Estep 
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Iteration 41Q: 21 clusters Score -5.770467e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 5920 members 
Mstep: Class 8 contains 1428 members 
Mstep: Class 9 contains 2925 members 
Mstep: Class 10 contains 18488 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 92662 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 172520 members 
Mstep: Class 15 contains 95515 members 
Mstep: Class 16 contains 21555 members 
Mstep: Class 18 contains 804 members 
Mstep: Class 19 contains 20548 members 
Mstep: Class 21 contains 10097 members 
Mstep: Class 23 contains 12770 members 
Entering Unmasked Estep 
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Iteration 42Q: 21 clusters Score -5.770525e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 5735 members 
Mstep: Class 8 contains 1428 members 
Mstep: Class 9 contains 2988 members 
Mstep: Class 10 contains 18602 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 92365 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 173577 members 
Mstep: Class 15 contains 94977 members 
Mstep: Class 16 contains 21480 members 
Mstep: Class 18 contains 805 members 
Mstep: Class 19 contains 20549 members 
Mstep: Class 21 contains 10176 members 
Mstep: Class 23 contains 12555 members 
Entering Unmasked Estep 
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Iteration 43Q: 21 clusters Score -5.77059e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 626 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 5567 members 
Mstep: Class 8 contains 1428 members 
Mstep: Class 9 contains 3042 members 
Mstep: Class 10 contains 18701 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 92064 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 174550 members 
Mstep: Class 15 contains 94546 members 
Mstep: Class 16 contains 21388 members 
Mstep: Class 18 contains 806 members 
Mstep: Class 19 contains 20552 members 
Mstep: Class 21 contains 10244 members 
Mstep: Class 23 contains 12353 members 
Entering Unmasked Estep 
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Iteration 44Q: 21 clusters Score -5.770605e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 5408 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 3088 members 
Mstep: Class 10 contains 18742 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 91852 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 175387 members 
Mstep: Class 15 contains 94161 members 
Mstep: Class 16 contains 21333 members 
Mstep: Class 18 contains 808 members 
Mstep: Class 19 contains 20541 members 
Mstep: Class 21 contains 10321 members 
Mstep: Class 23 contains 12171 members 
Entering Unmasked Estep 
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Iteration 45Q: 21 clusters Score -5.770639e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 634 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 5258 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 3140 members 
Mstep: Class 10 contains 18771 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 91691 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 176030 members 
Mstep: Class 15 contains 93876 members 
Mstep: Class 16 contains 21291 members 
Mstep: Class 18 contains 808 members 
Mstep: Class 19 contains 20537 members 
Mstep: Class 21 contains 10412 members 
Mstep: Class 23 contains 11994 members 
Entering Unmasked Estep 
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Iteration 46Q: 21 clusters Score -5.770652e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 5125 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 3183 members 
Mstep: Class 10 contains 18785 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 91552 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 176567 members 
Mstep: Class 15 contains 93655 members 
Mstep: Class 16 contains 21265 members 
Mstep: Class 18 contains 808 members 
Mstep: Class 19 contains 20516 members 
Mstep: Class 21 contains 10512 members 
Mstep: Class 23 contains 11838 members 
Entering Unmasked Estep 
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Iteration 47Q: 21 clusters Score -5.770668e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 637 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 4998 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 3250 members 
Mstep: Class 10 contains 18797 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 91410 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 176974 members 
Mstep: Class 15 contains 93473 members 
Mstep: Class 16 contains 21261 members 
Mstep: Class 18 contains 809 members 
Mstep: Class 19 contains 20508 members 
Mstep: Class 21 contains 10608 members 
Mstep: Class 23 contains 11717 members 
Entering Unmasked Estep 
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Iteration 48Q: 21 clusters Score -5.770684e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 637 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 4903 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 3334 members 
Mstep: Class 10 contains 18814 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 91231 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 177339 members 
Mstep: Class 15 contains 93283 members 
Mstep: Class 16 contains 21257 members 
Mstep: Class 18 contains 811 members 
Mstep: Class 19 contains 20512 members 
Mstep: Class 21 contains 10705 members 
Mstep: Class 23 contains 11614 members 
Entering Unmasked Estep 
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Iteration 49Q: 21 clusters Score -5.770722e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 4821 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 3439 members 
Mstep: Class 10 contains 18841 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 91083 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 177690 members 
Mstep: Class 15 contains 93077 members 
Mstep: Class 16 contains 21241 members 
Mstep: Class 18 contains 812 members 
Mstep: Class 19 contains 20506 members 
Mstep: Class 21 contains 10781 members 
Mstep: Class 23 contains 11515 members 
Entering Unmasked Estep 
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Iteration 50Q: 21 clusters Score -5.770736e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 635 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 4744 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 18844 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 90995 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 177920 members 
Mstep: Class 15 contains 92893 members 
Mstep: Class 16 contains 21236 members 
Mstep: Class 18 contains 814 members 
Mstep: Class 19 contains 20502 members 
Mstep: Class 21 contains 10859 members 
Mstep: Class 23 contains 11455 members 
Entering Unmasked Estep 
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Iteration 51Q: 21 clusters Score -5.770749e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 634 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 4672 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 3646 members 
Mstep: Class 10 contains 18854 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 90914 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 178076 members 
Mstep: Class 15 contains 92762 members 
Mstep: Class 16 contains 21240 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 20491 members 
Mstep: Class 21 contains 10936 members 
Mstep: Class 23 contains 11400 members 
Entering Unmasked Estep 
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Iteration 52Q: 21 clusters Score -5.770739e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 634 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 4594 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 3748 members 
Mstep: Class 10 contains 18867 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 90885 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 178165 members 
Mstep: Class 15 contains 92635 members 
Mstep: Class 16 contains 21248 members 
Mstep: Class 18 contains 823 members 
Mstep: Class 19 contains 20482 members 
Mstep: Class 21 contains 11018 members 
Mstep: Class 23 contains 11343 members 
Entering Unmasked Estep 
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Iteration 53Q: 21 clusters Score -5.770734e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 634 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 4515 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 3838 members 
Mstep: Class 10 contains 18879 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 90825 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 178245 members 
Mstep: Class 15 contains 92524 members 
Mstep: Class 16 contains 21278 members 
Mstep: Class 18 contains 830 members 
Mstep: Class 19 contains 20485 members 
Mstep: Class 21 contains 11100 members 
Mstep: Class 23 contains 11291 members 
Entering Unmasked Estep 
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Iteration 54Q: 21 clusters Score -5.770756e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 4438 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 3919 members 
Mstep: Class 10 contains 18896 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 90794 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 178230 members 
Mstep: Class 15 contains 92432 members 
Mstep: Class 16 contains 21319 members 
Mstep: Class 18 contains 844 members 
Mstep: Class 19 contains 20494 members 
Mstep: Class 21 contains 11203 members 
Mstep: Class 23 contains 11242 members 
Entering Unmasked Estep 
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Iteration 55Q: 21 clusters Score -5.770739e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 634 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 4378 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 3983 members 
Mstep: Class 10 contains 18908 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 90777 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 178187 members 
Mstep: Class 15 contains 92383 members 
Mstep: Class 16 contains 21339 members 
Mstep: Class 18 contains 851 members 
Mstep: Class 19 contains 20498 members 
Mstep: Class 21 contains 11302 members 
Mstep: Class 23 contains 11203 members 
Entering Unmasked Estep 
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Iteration 56Q: 21 clusters Score -5.770754e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 635 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 4320 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 4034 members 
Mstep: Class 10 contains 18918 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 90816 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 178126 members 
Mstep: Class 15 contains 92303 members 
Mstep: Class 16 contains 21355 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 20491 members 
Mstep: Class 21 contains 11412 members 
Mstep: Class 23 contains 11176 members 
Entering Unmasked Estep 
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Iteration 57Q: 21 clusters Score -5.770771e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 634 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 4266 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 4068 members 
Mstep: Class 10 contains 18925 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 90851 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 178045 members 
Mstep: Class 15 contains 92248 members 
Mstep: Class 16 contains 21373 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 20479 members 
Mstep: Class 21 contains 11537 members 
Mstep: Class 23 contains 11154 members 
Entering Unmasked Estep 
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Iteration 58Q: 21 clusters Score -5.770793e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 634 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 4214 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 4098 members 
Mstep: Class 10 contains 18924 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 90901 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 177960 members 
Mstep: Class 15 contains 92208 members 
Mstep: Class 16 contains 21393 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 20478 members 
Mstep: Class 21 contains 11628 members 
Mstep: Class 23 contains 11135 members 
Entering Unmasked Estep 
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Iteration 59Q: 21 clusters Score -5.770783e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 4164 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 4122 members 
Mstep: Class 10 contains 18929 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 90967 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 177860 members 
Mstep: Class 15 contains 92175 members 
Mstep: Class 16 contains 21412 members 
Mstep: Class 18 contains 876 members 
Mstep: Class 19 contains 20468 members 
Mstep: Class 21 contains 11720 members 
Mstep: Class 23 contains 11116 members 
Entering Unmasked Estep 
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Iteration 60F: 21 clusters Score -5.770783e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 4127 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 4236 members 
Mstep: Class 10 contains 18935 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 91037 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 177732 members 
Mstep: Class 15 contains 92027 members 
Mstep: Class 16 contains 21443 members 
Mstep: Class 18 contains 883 members 
Mstep: Class 19 contains 20469 members 
Mstep: Class 21 contains 11811 members 
Mstep: Class 23 contains 11109 members 
Entering Unmasked Estep 
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Iteration 61Q: 21 clusters Score -5.770787e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 4091 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 4366 members 
Mstep: Class 10 contains 18936 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 91123 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 177561 members 
Mstep: Class 15 contains 91905 members 
Mstep: Class 16 contains 21469 members 
Mstep: Class 18 contains 888 members 
Mstep: Class 19 contains 20474 members 
Mstep: Class 21 contains 11900 members 
Mstep: Class 23 contains 11096 members 
Entering Unmasked Estep 
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Iteration 62Q: 21 clusters Score -5.770801e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 4072 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 4470 members 
Mstep: Class 10 contains 18953 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 91198 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 177408 members 
Mstep: Class 15 contains 91795 members 
Mstep: Class 16 contains 21474 members 
Mstep: Class 18 contains 891 members 
Mstep: Class 19 contains 20482 members 
Mstep: Class 21 contains 11983 members 
Mstep: Class 23 contains 11083 members 
Entering Unmasked Estep 
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Iteration 63Q: 21 clusters Score -5.770785e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 4051 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 4581 members 
Mstep: Class 10 contains 18957 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 91282 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 177230 members 
Mstep: Class 15 contains 91690 members 
Mstep: Class 16 contains 21488 members 
Mstep: Class 18 contains 893 members 
Mstep: Class 19 contains 20492 members 
Mstep: Class 21 contains 12072 members 
Mstep: Class 23 contains 11073 members 
Entering Unmasked Estep 
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Iteration 64Q: 21 clusters Score -5.770812e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 4028 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 4679 members 
Mstep: Class 10 contains 18957 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 91397 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 177026 members 
Mstep: Class 15 contains 91604 members 
Mstep: Class 16 contains 21500 members 
Mstep: Class 18 contains 896 members 
Mstep: Class 19 contains 20498 members 
Mstep: Class 21 contains 12162 members 
Mstep: Class 23 contains 11061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57708252.000000 Penalty: 64686.820312
Iteration 65Q: 21 clusters Score -5.770825e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 4000 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 4787 members 
Mstep: Class 10 contains 18964 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 91530 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 176812 members 
Mstep: Class 15 contains 91510 members 
Mstep: Class 16 contains 21512 members 
Mstep: Class 18 contains 896 members 
Mstep: Class 19 contains 20498 members 
Mstep: Class 21 contains 12255 members 
Mstep: Class 23 contains 11045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57708268.000000 Penalty: 64686.820312
Iteration 66Q: 21 clusters Score -5.770827e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 3978 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 4875 members 
Mstep: Class 10 contains 18967 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 91647 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 176624 members 
Mstep: Class 15 contains 91424 members 
Mstep: Class 16 contains 21536 members 
Mstep: Class 18 contains 896 members 
Mstep: Class 19 contains 20493 members 
Mstep: Class 21 contains 12338 members 
Mstep: Class 23 contains 11030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57708368.000000 Penalty: 64686.820312
Iteration 67Q: 21 clusters Score -5.770837e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 3957 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 4959 members 
Mstep: Class 10 contains 18975 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 91787 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 176412 members 
Mstep: Class 15 contains 91336 members 
Mstep: Class 16 contains 21566 members 
Mstep: Class 18 contains 896 members 
Mstep: Class 19 contains 20483 members 
Mstep: Class 21 contains 12421 members 
Mstep: Class 23 contains 11016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57708460.000000 Penalty: 64686.820312
Iteration 68Q: 21 clusters Score -5.770846e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 3934 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 5026 members 
Mstep: Class 10 contains 18979 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 91893 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 176246 members 
Mstep: Class 15 contains 91242 members 
Mstep: Class 16 contains 21607 members 
Mstep: Class 18 contains 896 members 
Mstep: Class 19 contains 20474 members 
Mstep: Class 21 contains 12505 members 
Mstep: Class 23 contains 11006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57708536.000000 Penalty: 64686.820312
Iteration 69Q: 21 clusters Score -5.770854e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 3911 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 5069 members 
Mstep: Class 10 contains 18981 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 92008 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 176050 members 
Mstep: Class 15 contains 91190 members 
Mstep: Class 16 contains 21648 members 
Mstep: Class 18 contains 896 members 
Mstep: Class 19 contains 20468 members 
Mstep: Class 21 contains 12588 members 
Mstep: Class 23 contains 10999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57708524.000000 Penalty: 64686.820312
Iteration 70Q: 21 clusters Score -5.770852e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 3895 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 5107 members 
Mstep: Class 10 contains 18978 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 92118 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 175892 members 
Mstep: Class 15 contains 91137 members 
Mstep: Class 16 contains 21676 members 
Mstep: Class 18 contains 896 members 
Mstep: Class 19 contains 20464 members 
Mstep: Class 21 contains 12658 members 
Mstep: Class 23 contains 10987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57708652.000000 Penalty: 64686.820312
Iteration 71Q: 21 clusters Score -5.770865e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 3884 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 5156 members 
Mstep: Class 10 contains 18976 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 92240 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 175702 members 
Mstep: Class 15 contains 91079 members 
Mstep: Class 16 contains 21708 members 
Mstep: Class 18 contains 896 members 
Mstep: Class 19 contains 20464 members 
Mstep: Class 21 contains 12724 members 
Mstep: Class 23 contains 10979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57708664.000000 Penalty: 64686.820312
Iteration 72Q: 21 clusters Score -5.770866e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 3875 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 5197 members 
Mstep: Class 10 contains 18979 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 92360 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 175473 members 
Mstep: Class 15 contains 91050 members 
Mstep: Class 16 contains 21741 members 
Mstep: Class 18 contains 897 members 
Mstep: Class 19 contains 20461 members 
Mstep: Class 21 contains 12799 members 
Mstep: Class 23 contains 10977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57708728.000000 Penalty: 64686.820312
Iteration 73Q: 21 clusters Score -5.770873e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 3871 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 5222 members 
Mstep: Class 10 contains 18978 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 92458 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 175242 members 
Mstep: Class 15 contains 91040 members 
Mstep: Class 16 contains 21779 members 
Mstep: Class 18 contains 897 members 
Mstep: Class 19 contains 20468 members 
Mstep: Class 21 contains 12892 members 
Mstep: Class 23 contains 10963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57708684.000000 Penalty: 64686.820312
Iteration 74Q: 21 clusters Score -5.770868e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 3868 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 5237 members 
Mstep: Class 10 contains 18974 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 92585 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 175004 members 
Mstep: Class 15 contains 91035 members 
Mstep: Class 16 contains 21796 members 
Mstep: Class 18 contains 897 members 
Mstep: Class 19 contains 20468 members 
Mstep: Class 21 contains 12995 members 
Mstep: Class 23 contains 10950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57708752.000000 Penalty: 64686.820312
Iteration 75Q: 21 clusters Score -5.770875e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 5263 members 
Mstep: Class 10 contains 18967 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 92742 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 174745 members 
Mstep: Class 15 contains 91013 members 
Mstep: Class 16 contains 21822 members 
Mstep: Class 18 contains 897 members 
Mstep: Class 19 contains 20463 members 
Mstep: Class 21 contains 13084 members 
Mstep: Class 23 contains 10935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57708828.000000 Penalty: 64686.820312
Iteration 76Q: 21 clusters Score -5.770883e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 3875 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 5286 members 
Mstep: Class 10 contains 18969 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 92878 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 174493 members 
Mstep: Class 15 contains 90991 members 
Mstep: Class 16 contains 21846 members 
Mstep: Class 18 contains 897 members 
Mstep: Class 19 contains 20463 members 
Mstep: Class 21 contains 13193 members 
Mstep: Class 23 contains 10921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57708984.000000 Penalty: 64686.820312
Iteration 77Q: 21 clusters Score -5.770898e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 3888 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 5303 members 
Mstep: Class 10 contains 18965 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 93042 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 174215 members 
Mstep: Class 15 contains 90973 members 
Mstep: Class 16 contains 21865 members 
Mstep: Class 18 contains 897 members 
Mstep: Class 19 contains 20461 members 
Mstep: Class 21 contains 13299 members 
Mstep: Class 23 contains 10903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57709084.000000 Penalty: 64686.820312
Iteration 78Q: 21 clusters Score -5.770908e+07 nChanged 602
Entering ConstructFrom: 
Score: -57709084.000000 Penalty: 64686.820312
Entering ConstructFrom: 
Trying to split cluster 1 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -47621.308594 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -47621.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -46175.765625 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -46175.77 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -46309.425781 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -46309.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -46360.476562 Penalty: 2982.802734
	Iteration 2Q: 3 clusters Score -46360.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -46372.253906 Penalty: 2982.802734
	Iteration 3Q: 3 clusters Score -46372.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -46375.597656 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -46375.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46378.378906 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -46378.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -46381.714844 Penalty: 2982.802734
	Iteration 6Q: 3 clusters Score -46381.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46384.140625 Penalty: 2982.802734
	Iteration 7Q: 3 clusters Score -46384.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -46387.753906 Penalty: 2982.802734
	Iteration 8Q: 3 clusters Score -46387.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46389.417969 Penalty: 2982.802734
	Iteration 9Q: 3 clusters Score -46389.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46389.417969 Penalty: 2982.802734
	Iteration 10F: 3 clusters Score -46389.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -59214.046875 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -59214.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -57654.042969 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -57654.04 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -57832.656250 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -57832.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -57921.714844 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -57921.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -58077.570312 Penalty: 3115.076416
	Iteration 3Q: 3 clusters Score -58077.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -58147.144531 Penalty: 3115.076416
	Iteration 4Q: 3 clusters Score -58147.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -58177.722656 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -58177.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -58197.687500 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -58197.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -58215.636719 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -58215.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -58228.878906 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -58228.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -58243.015625 Penalty: 3115.076416
	Iteration 9Q: 3 clusters Score -58243.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -58265.375000 Penalty: 3115.076416
	Iteration 10Q: 3 clusters Score -58265.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -58286.730469 Penalty: 3115.076416
	Iteration 11Q: 3 clusters Score -58286.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -58312.082031 Penalty: 3115.076416
	Iteration 12Q: 3 clusters Score -58312.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -58405.527344 Penalty: 3115.076416
	Iteration 13Q: 3 clusters Score -58405.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -58466.242188 Penalty: 3115.076416
	Iteration 14Q: 3 clusters Score -58466.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -58527.281250 Penalty: 3115.076416
	Iteration 15Q: 3 clusters Score -58527.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -58564.128906 Penalty: 3115.076416
	Iteration 16Q: 3 clusters Score -58564.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -58580.527344 Penalty: 3115.076416
	Iteration 17Q: 3 clusters Score -58580.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -58593.156250 Penalty: 3115.076416
	Iteration 18Q: 3 clusters Score -58593.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -58600.535156 Penalty: 3115.076416
	Iteration 19Q: 3 clusters Score -58600.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -58613.093750 Penalty: 3115.076416
	Iteration 20F: 3 clusters Score -58613.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -58631.464844 Penalty: 3115.076416
	Iteration 21Q: 3 clusters Score -58631.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -58639.929688 Penalty: 3115.076416
	Iteration 22Q: 3 clusters Score -58639.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -58645.328125 Penalty: 3115.076416
	Iteration 23Q: 3 clusters Score -58645.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -58657.832031 Penalty: 3115.076416
	Iteration 24Q: 3 clusters Score -58657.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -58671.617188 Penalty: 3115.076416
	Iteration 25Q: 3 clusters Score -58671.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -58671.617188 Penalty: 3115.076416
	Iteration 26F: 3 clusters Score -58671.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Entering Unmasked Estep 
Score: -69079.179688 Penalty: 1611.200195
	Iteration 0F: 2 clusters Score -69079.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -67478.000000 Penalty: 3222.400391
	Iteration 0F: 3 clusters Score -67478 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -67932.500000 Penalty: 3222.400391
	Iteration 1F: 3 clusters Score -67932.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -68270.507812 Penalty: 3222.400391
	Iteration 2F: 3 clusters Score -68270.51 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -68480.062500 Penalty: 3222.400391
	Iteration 3F: 3 clusters Score -68480.06 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -68628.039062 Penalty: 3222.400391
	Iteration 4Q: 3 clusters Score -68628.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -68724.937500 Penalty: 3222.400391
	Iteration 5Q: 3 clusters Score -68724.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -68800.226562 Penalty: 3222.400391
	Iteration 6Q: 3 clusters Score -68800.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -68877.625000 Penalty: 3222.400391
	Iteration 7Q: 3 clusters Score -68877.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -68922.843750 Penalty: 3222.400391
	Iteration 8Q: 3 clusters Score -68922.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -68955.570312 Penalty: 3222.400391
	Iteration 9Q: 3 clusters Score -68955.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -68962.398438 Penalty: 3222.400391
	Iteration 10Q: 3 clusters Score -68962.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -68962.398438 Penalty: 3222.400391
	Iteration 11F: 3 clusters Score -68962.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Entering Unmasked Estep 
Score: -161012.484375 Penalty: 1775.118408
	Iteration 0F: 2 clusters Score -161012.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -158832.265625 Penalty: 3550.236816
	Iteration 0F: 3 clusters Score -158832.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -159164.218750 Penalty: 3550.236816
	Iteration 1F: 3 clusters Score -159164.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -159254.250000 Penalty: 3550.236816
	Iteration 2F: 3 clusters Score -159254.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -159303.296875 Penalty: 3550.236816
	Iteration 3Q: 3 clusters Score -159303.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -159323.625000 Penalty: 3550.236816
	Iteration 4Q: 3 clusters Score -159323.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -159337.281250 Penalty: 3550.236816
	Iteration 5Q: 3 clusters Score -159337.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -159347.218750 Penalty: 3550.236816
	Iteration 6Q: 3 clusters Score -159347.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -159360.250000 Penalty: 3550.236816
	Iteration 7Q: 3 clusters Score -159360.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -159369.062500 Penalty: 3550.236816
	Iteration 8Q: 3 clusters Score -159369.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -159371.468750 Penalty: 3550.236816
	Iteration 9Q: 3 clusters Score -159371.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -159371.781250 Penalty: 3550.236816
	Iteration 10Q: 3 clusters Score -159371.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -159371.781250 Penalty: 3550.236816
	Iteration 11F: 3 clusters Score -159371.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -78039.164062 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -78039.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -76384.265625 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -76384.27 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -76581.562500 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -76581.56 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -76632.328125 Penalty: 3197.863525
	Iteration 2Q: 3 clusters Score -76632.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -76651.539062 Penalty: 3197.863525
	Iteration 3Q: 3 clusters Score -76651.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -76661.843750 Penalty: 3197.863525
	Iteration 4Q: 3 clusters Score -76661.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -76667.281250 Penalty: 3197.863525
	Iteration 5Q: 3 clusters Score -76667.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -76677.914062 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -76677.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -76683.421875 Penalty: 3197.863525
	Iteration 7Q: 3 clusters Score -76683.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -76687.687500 Penalty: 3197.863525
	Iteration 8Q: 3 clusters Score -76687.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -76692.429688 Penalty: 3197.863525
	Iteration 9Q: 3 clusters Score -76692.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -76692.429688 Penalty: 3197.863525
	Iteration 10F: 3 clusters Score -76692.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -45321.140625 Penalty: 1497.391968
	Iteration 0F: 2 clusters Score -45321.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43977.792969 Penalty: 2994.783936
	Iteration 0F: 3 clusters Score -43977.79 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -44240.636719 Penalty: 2994.783936
	Iteration 1F: 3 clusters Score -44240.64 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -44424.132812 Penalty: 2994.783936
	Iteration 2F: 3 clusters Score -44424.13 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -44811.468750 Penalty: 2994.783936
	Iteration 3F: 3 clusters Score -44811.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -45045.273438 Penalty: 2994.783936
	Iteration 4F: 3 clusters Score -45045.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -45204.875000 Penalty: 2994.783936
	Iteration 5Q: 3 clusters Score -45204.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -45327.652344 Penalty: 2994.783936
	Iteration 6Q: 3 clusters Score -45327.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -45490.328125 Penalty: 2994.783936
	Iteration 7Q: 3 clusters Score -45490.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -45556.097656 Penalty: 2994.783936
	Iteration 8Q: 3 clusters Score -45556.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -45575.859375 Penalty: 2994.783936
	Iteration 9Q: 3 clusters Score -45575.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -45580.964844 Penalty: 2994.783936
	Iteration 10Q: 3 clusters Score -45580.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -45583.101562 Penalty: 2994.783936
	Iteration 11Q: 3 clusters Score -45583.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -45583.101562 Penalty: 2994.783936
	Iteration 12F: 3 clusters Score -45583.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 103 members 
Mstep: Class 7 contains 3898 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 18963 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 93211 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 173938 members 
Mstep: Class 15 contains 90962 members 
Mstep: Class 16 contains 21878 members 
Mstep: Class 17 contains 316 members 
Mstep: Class 18 contains 897 members 
Mstep: Class 19 contains 20461 members 
Mstep: Class 21 contains 13397 members 
Mstep: Class 23 contains 10881 members 
Entering Unmasked Estep 
Score: -57707684.000000 Penalty: 67921.164062
Splitting cluster 6 changes total score from -57709084.000000 to -57707684.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (3898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Entering Unmasked Estep 
Score: -505900.250000 Penalty: 2050.518311
	Iteration 0F: 2 clusters Score -505900.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -502052.625000 Penalty: 4101.036621
	Iteration 0F: 3 clusters Score -502052.6 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -502869.062500 Penalty: 4101.036621
	Iteration 1F: 3 clusters Score -502869.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -503024.687500 Penalty: 4101.036621
	Iteration 2F: 3 clusters Score -503024.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -503109.156250 Penalty: 4101.036621
	Iteration 3Q: 3 clusters Score -503109.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -503156.968750 Penalty: 4101.036621
	Iteration 4Q: 3 clusters Score -503157 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -503189.875000 Penalty: 4101.036621
	Iteration 5Q: 3 clusters Score -503189.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -503218.468750 Penalty: 4101.036621
	Iteration 6Q: 3 clusters Score -503218.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -503237.187500 Penalty: 4101.036621
	Iteration 7Q: 3 clusters Score -503237.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -503252.781250 Penalty: 4101.036621
	Iteration 8Q: 3 clusters Score -503252.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -503267.781250 Penalty: 4101.036621
	Iteration 9Q: 3 clusters Score -503267.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -503279.156250 Penalty: 4101.036621
	Iteration 10Q: 3 clusters Score -503279.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -503290.937500 Penalty: 4101.036621
	Iteration 11Q: 3 clusters Score -503290.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -503303.843750 Penalty: 4101.036621
	Iteration 12Q: 3 clusters Score -503303.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -503314.062500 Penalty: 4101.036621
	Iteration 13Q: 3 clusters Score -503314.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -503322.437500 Penalty: 4101.036621
	Iteration 14Q: 3 clusters Score -503322.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -503330.406250 Penalty: 4101.036621
	Iteration 15Q: 3 clusters Score -503330.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -503338.156250 Penalty: 4101.036621
	Iteration 16Q: 3 clusters Score -503338.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -503344.593750 Penalty: 4101.036621
	Iteration 17Q: 3 clusters Score -503344.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -503349.750000 Penalty: 4101.036621
	Iteration 18Q: 3 clusters Score -503349.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -503356.406250 Penalty: 4101.036621
	Iteration 19Q: 3 clusters Score -503356.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -503362.843750 Penalty: 4101.036621
	Iteration 20F: 3 clusters Score -503362.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -503368.375000 Penalty: 4101.036621
	Iteration 21Q: 3 clusters Score -503368.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -503372.375000 Penalty: 4101.036621
	Iteration 22Q: 3 clusters Score -503372.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -503376.031250 Penalty: 4101.036621
	Iteration 23Q: 3 clusters Score -503376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -503379.125000 Penalty: 4101.036621
	Iteration 24Q: 3 clusters Score -503379.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -503381.125000 Penalty: 4101.036621
	Iteration 25Q: 3 clusters Score -503381.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -503383.781250 Penalty: 4101.036621
	Iteration 26Q: 3 clusters Score -503383.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -503385.281250 Penalty: 4101.036621
	Iteration 27Q: 3 clusters Score -503385.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -503388.125000 Penalty: 4101.036621
	Iteration 28Q: 3 clusters Score -503388.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -503388.781250 Penalty: 4101.036621
	Iteration 29Q: 3 clusters Score -503388.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -503392.437500 Penalty: 4101.036621
	Iteration 30Q: 3 clusters Score -503392.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -503394.468750 Penalty: 4101.036621
	Iteration 31Q: 3 clusters Score -503394.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -503395.406250 Penalty: 4101.036621
	Iteration 32Q: 3 clusters Score -503395.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -503395.718750 Penalty: 4101.036621
	Iteration 33Q: 3 clusters Score -503395.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -503397.125000 Penalty: 4101.036621
	Iteration 34Q: 3 clusters Score -503397.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -503397.125000 Penalty: 4101.036621
	Iteration 35Q: 3 clusters Score -503397.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -503398.968750 Penalty: 4101.036621
	Iteration 36Q: 3 clusters Score -503399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -503399.750000 Penalty: 4101.036621
	Iteration 37Q: 3 clusters Score -503399.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -503400.781250 Penalty: 4101.036621
	Iteration 38Q: 3 clusters Score -503400.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -503400.406250 Penalty: 4101.036621
	Iteration 39Q: 3 clusters Score -503400.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -503402.281250 Penalty: 4101.036621
	Iteration 40F: 3 clusters Score -503402.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Entering Unmasked Estep 
Score: -179173.562500 Penalty: 1800.957886
	Iteration 0F: 2 clusters Score -179173.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -176943.953125 Penalty: 3601.915771
	Iteration 0F: 3 clusters Score -176944 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -177320.265625 Penalty: 3601.915771
	Iteration 1F: 3 clusters Score -177320.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -177415.703125 Penalty: 3601.915771
	Iteration 2F: 3 clusters Score -177415.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -177470.093750 Penalty: 3601.915771
	Iteration 3Q: 3 clusters Score -177470.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -177500.968750 Penalty: 3601.915771
	Iteration 4Q: 3 clusters Score -177501 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -177520.828125 Penalty: 3601.915771
	Iteration 5Q: 3 clusters Score -177520.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -177537.500000 Penalty: 3601.915771
	Iteration 6Q: 3 clusters Score -177537.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -177546.796875 Penalty: 3601.915771
	Iteration 7Q: 3 clusters Score -177546.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -177555.515625 Penalty: 3601.915771
	Iteration 8Q: 3 clusters Score -177555.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -177564.343750 Penalty: 3601.915771
	Iteration 9Q: 3 clusters Score -177564.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -177573.000000 Penalty: 3601.915771
	Iteration 10Q: 3 clusters Score -177573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -177576.578125 Penalty: 3601.915771
	Iteration 11Q: 3 clusters Score -177576.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -177578.062500 Penalty: 3601.915771
	Iteration 12Q: 3 clusters Score -177578.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -177578.515625 Penalty: 3601.915771
	Iteration 13Q: 3 clusters Score -177578.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -177578.515625 Penalty: 3601.915771
	Iteration 14F: 3 clusters Score -177578.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Entering Unmasked Estep 
Score: -678264.375000 Penalty: 2127.788330
	Iteration 0F: 2 clusters Score -678264.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -673529.312500 Penalty: 4255.576660
	Iteration 0F: 3 clusters Score -673529.3 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -674644.312500 Penalty: 4255.576660
	Iteration 1F: 3 clusters Score -674644.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -674879.000000 Penalty: 4255.576660
	Iteration 2F: 3 clusters Score -674879 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -675033.000000 Penalty: 4255.576660
	Iteration 3F: 3 clusters Score -675033 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -675137.687500 Penalty: 4255.576660
	Iteration 4Q: 3 clusters Score -675137.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -675215.000000 Penalty: 4255.576660
	Iteration 5Q: 3 clusters Score -675215 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -675282.500000 Penalty: 4255.576660
	Iteration 6Q: 3 clusters Score -675282.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -675362.125000 Penalty: 4255.576660
	Iteration 7Q: 3 clusters Score -675362.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -675438.375000 Penalty: 4255.576660
	Iteration 8Q: 3 clusters Score -675438.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -675521.375000 Penalty: 4255.576660
	Iteration 9Q: 3 clusters Score -675521.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -675604.062500 Penalty: 4255.576660
	Iteration 10Q: 3 clusters Score -675604.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -675698.437500 Penalty: 4255.576660
	Iteration 11Q: 3 clusters Score -675698.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -675799.187500 Penalty: 4255.576660
	Iteration 12Q: 3 clusters Score -675799.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -675911.312500 Penalty: 4255.576660
	Iteration 13Q: 3 clusters Score -675911.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -676019.562500 Penalty: 4255.576660
	Iteration 14Q: 3 clusters Score -676019.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -676141.875000 Penalty: 4255.576660
	Iteration 15Q: 3 clusters Score -676141.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -676243.875000 Penalty: 4255.576660
	Iteration 16Q: 3 clusters Score -676243.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -676312.187500 Penalty: 4255.576660
	Iteration 17Q: 3 clusters Score -676312.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -676362.125000 Penalty: 4255.576660
	Iteration 18Q: 3 clusters Score -676362.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -676404.687500 Penalty: 4255.576660
	Iteration 19Q: 3 clusters Score -676404.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -676454.937500 Penalty: 4255.576660
	Iteration 20F: 3 clusters Score -676454.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -676491.062500 Penalty: 4255.576660
	Iteration 21Q: 3 clusters Score -676491.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -676514.375000 Penalty: 4255.576660
	Iteration 22Q: 3 clusters Score -676514.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -676546.437500 Penalty: 4255.576660
	Iteration 23Q: 3 clusters Score -676546.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -676565.187500 Penalty: 4255.576660
	Iteration 24Q: 3 clusters Score -676565.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -676582.375000 Penalty: 4255.576660
	Iteration 25Q: 3 clusters Score -676582.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -676593.437500 Penalty: 4255.576660
	Iteration 26Q: 3 clusters Score -676593.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -676604.250000 Penalty: 4255.576660
	Iteration 27Q: 3 clusters Score -676604.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -676611.625000 Penalty: 4255.576660
	Iteration 28Q: 3 clusters Score -676611.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -676622.062500 Penalty: 4255.576660
	Iteration 29Q: 3 clusters Score -676622.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -676637.187500 Penalty: 4255.576660
	Iteration 30Q: 3 clusters Score -676637.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -676658.375000 Penalty: 4255.576660
	Iteration 31Q: 3 clusters Score -676658.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -676680.125000 Penalty: 4255.576660
	Iteration 32Q: 3 clusters Score -676680.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -676693.687500 Penalty: 4255.576660
	Iteration 33Q: 3 clusters Score -676693.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -676708.500000 Penalty: 4255.576660
	Iteration 34Q: 3 clusters Score -676708.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -676714.375000 Penalty: 4255.576660
	Iteration 35Q: 3 clusters Score -676714.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -676726.375000 Penalty: 4255.576660
	Iteration 36Q: 3 clusters Score -676726.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -676740.812500 Penalty: 4255.576660
	Iteration 37Q: 3 clusters Score -676740.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -676753.000000 Penalty: 4255.576660
	Iteration 38Q: 3 clusters Score -676753 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -676763.750000 Penalty: 4255.576660
	Iteration 39Q: 3 clusters Score -676763.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -676772.062500 Penalty: 4255.576660
	Iteration 40F: 3 clusters Score -676772.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -676779.750000 Penalty: 4255.576660
	Iteration 41Q: 3 clusters Score -676779.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -676780.750000 Penalty: 4255.576660
	Iteration 42Q: 3 clusters Score -676780.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -676787.312500 Penalty: 4255.576660
	Iteration 43Q: 3 clusters Score -676787.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -676790.625000 Penalty: 4255.576660
	Iteration 44Q: 3 clusters Score -676790.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -676792.875000 Penalty: 4255.576660
	Iteration 45Q: 3 clusters Score -676792.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -676799.500000 Penalty: 4255.576660
	Iteration 46Q: 3 clusters Score -676799.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -676806.375000 Penalty: 4255.576660
	Iteration 47Q: 3 clusters Score -676806.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -676813.562500 Penalty: 4255.576660
	Iteration 48Q: 3 clusters Score -676813.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -676818.375000 Penalty: 4255.576660
	Iteration 49Q: 3 clusters Score -676818.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -676822.375000 Penalty: 4255.576660
	Iteration 50Q: 3 clusters Score -676822.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -676829.750000 Penalty: 4255.576660
	Iteration 51Q: 3 clusters Score -676829.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -676834.375000 Penalty: 4255.576660
	Iteration 52Q: 3 clusters Score -676834.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -676840.750000 Penalty: 4255.576660
	Iteration 53Q: 3 clusters Score -676840.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -676845.437500 Penalty: 4255.576660
	Iteration 54Q: 3 clusters Score -676845.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -676851.000000 Penalty: 4255.576660
	Iteration 55Q: 3 clusters Score -676851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -676857.187500 Penalty: 4255.576660
	Iteration 56Q: 3 clusters Score -676857.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -676860.812500 Penalty: 4255.576660
	Iteration 57Q: 3 clusters Score -676860.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -676866.750000 Penalty: 4255.576660
	Iteration 58Q: 3 clusters Score -676866.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -676870.125000 Penalty: 4255.576660
	Iteration 59Q: 3 clusters Score -676870.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -676880.125000 Penalty: 4255.576660
	Iteration 60F: 3 clusters Score -676880.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -676890.000000 Penalty: 4255.576660
	Iteration 61Q: 3 clusters Score -676890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -676898.375000 Penalty: 4255.576660
	Iteration 62Q: 3 clusters Score -676898.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -676899.812500 Penalty: 4255.576660
	Iteration 63Q: 3 clusters Score -676899.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -676904.375000 Penalty: 4255.576660
	Iteration 64Q: 3 clusters Score -676904.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -676907.000000 Penalty: 4255.576660
	Iteration 65Q: 3 clusters Score -676907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -676908.687500 Penalty: 4255.576660
	Iteration 66Q: 3 clusters Score -676908.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -676913.125000 Penalty: 4255.576660
	Iteration 67Q: 3 clusters Score -676913.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -676917.312500 Penalty: 4255.576660
	Iteration 68Q: 3 clusters Score -676917.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -676917.375000 Penalty: 4255.576660
	Iteration 69Q: 3 clusters Score -676917.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -676919.812500 Penalty: 4255.576660
	Iteration 70Q: 3 clusters Score -676919.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -676922.000000 Penalty: 4255.576660
	Iteration 71Q: 3 clusters Score -676922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -676924.187500 Penalty: 4255.576660
	Iteration 72Q: 3 clusters Score -676924.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -676927.125000 Penalty: 4255.576660
	Iteration 73Q: 3 clusters Score -676927.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -676929.812500 Penalty: 4255.576660
	Iteration 74Q: 3 clusters Score -676929.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -676933.125000 Penalty: 4255.576660
	Iteration 75Q: 3 clusters Score -676933.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -676935.875000 Penalty: 4255.576660
	Iteration 76Q: 3 clusters Score -676935.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -676945.250000 Penalty: 4255.576660
	Iteration 77Q: 3 clusters Score -676945.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -676952.750000 Penalty: 4255.576660
	Iteration 78Q: 3 clusters Score -676952.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -676958.437500 Penalty: 4255.576660
	Iteration 79Q: 3 clusters Score -676958.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -676960.625000 Penalty: 4255.576660
	Iteration 80F: 3 clusters Score -676960.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -676962.625000 Penalty: 4255.576660
	Iteration 81Q: 3 clusters Score -676962.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -676964.812500 Penalty: 4255.576660
	Iteration 82Q: 3 clusters Score -676964.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -676966.625000 Penalty: 4255.576660
	Iteration 83Q: 3 clusters Score -676966.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -676968.375000 Penalty: 4255.576660
	Iteration 84Q: 3 clusters Score -676968.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -676970.500000 Penalty: 4255.576660
	Iteration 85Q: 3 clusters Score -676970.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -676972.750000 Penalty: 4255.576660
	Iteration 86Q: 3 clusters Score -676972.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -676975.625000 Penalty: 4255.576660
	Iteration 87Q: 3 clusters Score -676975.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -676979.750000 Penalty: 4255.576660
	Iteration 88Q: 3 clusters Score -676979.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -676984.562500 Penalty: 4255.576660
	Iteration 89Q: 3 clusters Score -676984.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -676986.625000 Penalty: 4255.576660
	Iteration 90Q: 3 clusters Score -676986.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -676990.187500 Penalty: 4255.576660
	Iteration 91Q: 3 clusters Score -676990.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -676993.187500 Penalty: 4255.576660
	Iteration 92Q: 3 clusters Score -676993.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -676997.625000 Penalty: 4255.576660
	Iteration 93Q: 3 clusters Score -676997.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -676999.500000 Penalty: 4255.576660
	Iteration 94Q: 3 clusters Score -676999.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -676998.562500 Penalty: 4255.576660
	Iteration 95Q: 3 clusters Score -676998.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -676998.812500 Penalty: 4255.576660
	Iteration 96Q: 3 clusters Score -676998.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -676998.812500 Penalty: 4255.576660
	Iteration 97F: 3 clusters Score -676998.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Entering Unmasked Estep 
Score: -2460537.500000 Penalty: 2442.860596
	Iteration 0F: 2 clusters Score -2460538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2447227.750000 Penalty: 4885.721191
	Iteration 0F: 3 clusters Score -2447228 nChanged 8290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2451702.000000 Penalty: 4885.721191
	Iteration 1F: 3 clusters Score -2451702 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -2452098.250000 Penalty: 4885.721191
	Iteration 2F: 3 clusters Score -2452098 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2452462.250000 Penalty: 4885.721191
	Iteration 3Q: 3 clusters Score -2452462 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2452794.750000 Penalty: 4885.721191
	Iteration 4Q: 3 clusters Score -2452795 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -2453164.000000 Penalty: 4885.721191
	Iteration 5Q: 3 clusters Score -2453164 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -2453601.750000 Penalty: 4885.721191
	Iteration 6Q: 3 clusters Score -2453602 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -2454204.500000 Penalty: 4885.721191
	Iteration 7Q: 3 clusters Score -2454204 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -2454886.000000 Penalty: 4885.721191
	Iteration 8F: 3 clusters Score -2454886 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -2455628.250000 Penalty: 4885.721191
	Iteration 9F: 3 clusters Score -2455628 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2456336.750000 Penalty: 4885.721191
	Iteration 10Q: 3 clusters Score -2456337 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -2456952.000000 Penalty: 4885.721191
	Iteration 11Q: 3 clusters Score -2456952 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -2457457.500000 Penalty: 4885.721191
	Iteration 12Q: 3 clusters Score -2457458 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -2457755.750000 Penalty: 4885.721191
	Iteration 13Q: 3 clusters Score -2457756 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -2457932.250000 Penalty: 4885.721191
	Iteration 14Q: 3 clusters Score -2457932 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -2458076.000000 Penalty: 4885.721191
	Iteration 15Q: 3 clusters Score -2458076 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -2458156.000000 Penalty: 4885.721191
	Iteration 16Q: 3 clusters Score -2458156 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -2458216.250000 Penalty: 4885.721191
	Iteration 17Q: 3 clusters Score -2458216 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -2458269.250000 Penalty: 4885.721191
	Iteration 18Q: 3 clusters Score -2458269 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -2458294.750000 Penalty: 4885.721191
	Iteration 19Q: 3 clusters Score -2458295 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -2458321.500000 Penalty: 4885.721191
	Iteration 20F: 3 clusters Score -2458322 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -2458337.250000 Penalty: 4885.721191
	Iteration 21Q: 3 clusters Score -2458337 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -2458355.250000 Penalty: 4885.721191
	Iteration 22Q: 3 clusters Score -2458355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -2458363.750000 Penalty: 4885.721191
	Iteration 23Q: 3 clusters Score -2458364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -2458379.250000 Penalty: 4885.721191
	Iteration 24Q: 3 clusters Score -2458379 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -2458391.500000 Penalty: 4885.721191
	Iteration 25Q: 3 clusters Score -2458392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -2458401.500000 Penalty: 4885.721191
	Iteration 26Q: 3 clusters Score -2458402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -2458410.000000 Penalty: 4885.721191
	Iteration 27Q: 3 clusters Score -2458410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -2458415.500000 Penalty: 4885.721191
	Iteration 28Q: 3 clusters Score -2458416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -2458422.000000 Penalty: 4885.721191
	Iteration 29Q: 3 clusters Score -2458422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -2458426.250000 Penalty: 4885.721191
	Iteration 30Q: 3 clusters Score -2458426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2458430.250000 Penalty: 4885.721191
	Iteration 31Q: 3 clusters Score -2458430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -2458435.500000 Penalty: 4885.721191
	Iteration 32Q: 3 clusters Score -2458436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -2458439.750000 Penalty: 4885.721191
	Iteration 33Q: 3 clusters Score -2458440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -2458444.000000 Penalty: 4885.721191
	Iteration 34Q: 3 clusters Score -2458444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -2458448.250000 Penalty: 4885.721191
	Iteration 35Q: 3 clusters Score -2458448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -2458448.250000 Penalty: 4885.721191
	Iteration 36Q: 3 clusters Score -2458448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -2458451.000000 Penalty: 4885.721191
	Iteration 37Q: 3 clusters Score -2458451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -2458450.250000 Penalty: 4885.721191
	Iteration 38Q: 3 clusters Score -2458450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -2458451.250000 Penalty: 4885.721191
	Iteration 39Q: 3 clusters Score -2458451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -2458451.250000 Penalty: 4885.721191
	Iteration 40F: 3 clusters Score -2458451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -30067.236328 Penalty: 1413.710083
	Iteration 0F: 2 clusters Score -30067.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -28803.511719 Penalty: 2827.420166
	Iteration 0F: 3 clusters Score -28803.51 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -28954.539062 Penalty: 2827.420166
	Iteration 1F: 3 clusters Score -28954.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29071.175781 Penalty: 2827.420166
	Iteration 2Q: 3 clusters Score -29071.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -29118.984375 Penalty: 2827.420166
	Iteration 3Q: 3 clusters Score -29118.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -29207.732422 Penalty: 2827.420166
	Iteration 4Q: 3 clusters Score -29207.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -29299.541016 Penalty: 2827.420166
	Iteration 5Q: 3 clusters Score -29299.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -29321.695312 Penalty: 2827.420166
	Iteration 6Q: 3 clusters Score -29321.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -29329.644531 Penalty: 2827.420166
	Iteration 7Q: 3 clusters Score -29329.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -29342.242188 Penalty: 2827.420166
	Iteration 8Q: 3 clusters Score -29342.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -29350.839844 Penalty: 2827.420166
	Iteration 9Q: 3 clusters Score -29350.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -29350.839844 Penalty: 2827.420166
	Iteration 10F: 3 clusters Score -29350.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (93211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93211 members 
Entering Unmasked Estep 
Score: -11839224.000000 Penalty: 2837.770020
	Iteration 0F: 2 clusters Score -1.183922e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46606 members 
Mstep: Class 2 contains 46605 members 
Entering Unmasked Estep 
Score: -11777070.000000 Penalty: 5675.540039
	Iteration 0F: 3 clusters Score -1.177707e+07 nChanged 43923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46501 members 
Mstep: Class 2 contains 46710 members 
Entering Unmasked Estep 
Score: -11801758.000000 Penalty: 5675.540039
	Iteration 1F: 3 clusters Score -1.180176e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46471 members 
Mstep: Class 2 contains 46740 members 
Entering Unmasked Estep 
Score: -11802277.000000 Penalty: 5675.540039
	Iteration 2Q: 3 clusters Score -1.180228e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 46805 members 
Entering Unmasked Estep 
Score: -11802870.000000 Penalty: 5675.540039
	Iteration 3Q: 3 clusters Score -1.180287e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46367 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -11803309.000000 Penalty: 5675.540039
	Iteration 4Q: 3 clusters Score -1.180331e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 46854 members 
Entering Unmasked Estep 
Score: -11803888.000000 Penalty: 5675.540039
	Iteration 5Q: 3 clusters Score -1.180389e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46359 members 
Mstep: Class 2 contains 46852 members 
Entering Unmasked Estep 
Score: -11804617.000000 Penalty: 5675.540039
	Iteration 6Q: 3 clusters Score -1.180462e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46325 members 
Mstep: Class 2 contains 46886 members 
Entering Unmasked Estep 
Score: -11805415.000000 Penalty: 5675.540039
	Iteration 7Q: 3 clusters Score -1.180542e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46212 members 
Mstep: Class 2 contains 46999 members 
Entering Unmasked Estep 
Score: -11806428.000000 Penalty: 5675.540039
	Iteration 8Q: 3 clusters Score -1.180643e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46047 members 
Mstep: Class 2 contains 47164 members 
Entering Unmasked Estep 
Score: -11808024.000000 Penalty: 5675.540039
	Iteration 9Q: 3 clusters Score -1.180802e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 47449 members 
Entering Unmasked Estep 
Score: -11810430.000000 Penalty: 5675.540039
	Iteration 10Q: 3 clusters Score -1.181043e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 47745 members 
Entering Unmasked Estep 
Score: -11813982.000000 Penalty: 5675.540039
	Iteration 11F: 3 clusters Score -1.181398e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45236 members 
Mstep: Class 2 contains 47975 members 
Entering Unmasked Estep 
Score: -11817729.000000 Penalty: 5675.540039
	Iteration 12F: 3 clusters Score -1.181773e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45097 members 
Mstep: Class 2 contains 48114 members 
Entering Unmasked Estep 
Score: -11820486.000000 Penalty: 5675.540039
	Iteration 13F: 3 clusters Score -1.182049e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44992 members 
Mstep: Class 2 contains 48219 members 
Entering Unmasked Estep 
Score: -11821814.000000 Penalty: 5675.540039
	Iteration 14Q: 3 clusters Score -1.182181e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 48158 members 
Entering Unmasked Estep 
Score: -11822433.000000 Penalty: 5675.540039
	Iteration 15Q: 3 clusters Score -1.182243e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 48005 members 
Entering Unmasked Estep 
Score: -11822820.000000 Penalty: 5675.540039
	Iteration 16Q: 3 clusters Score -1.182282e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45415 members 
Mstep: Class 2 contains 47796 members 
Entering Unmasked Estep 
Score: -11823184.000000 Penalty: 5675.540039
	Iteration 17Q: 3 clusters Score -1.182318e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 47525 members 
Entering Unmasked Estep 
Score: -11823323.000000 Penalty: 5675.540039
	Iteration 18Q: 3 clusters Score -1.182332e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46030 members 
Mstep: Class 2 contains 47181 members 
Entering Unmasked Estep 
Score: -11823504.000000 Penalty: 5675.540039
	Iteration 19Q: 3 clusters Score -1.18235e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 46767 members 
Entering Unmasked Estep 
Score: -11823802.000000 Penalty: 5675.540039
	Iteration 20F: 3 clusters Score -1.18238e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46919 members 
Mstep: Class 2 contains 46292 members 
Entering Unmasked Estep 
Score: -11823979.000000 Penalty: 5675.540039
	Iteration 21Q: 3 clusters Score -1.182398e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47486 members 
Mstep: Class 2 contains 45725 members 
Entering Unmasked Estep 
Score: -11824189.000000 Penalty: 5675.540039
	Iteration 22Q: 3 clusters Score -1.182419e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48083 members 
Mstep: Class 2 contains 45128 members 
Entering Unmasked Estep 
Score: -11824436.000000 Penalty: 5675.540039
	Iteration 23Q: 3 clusters Score -1.182444e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48752 members 
Mstep: Class 2 contains 44459 members 
Entering Unmasked Estep 
Score: -11824709.000000 Penalty: 5675.540039
	Iteration 24Q: 3 clusters Score -1.182471e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49513 members 
Mstep: Class 2 contains 43698 members 
Entering Unmasked Estep 
Score: -11824982.000000 Penalty: 5675.540039
	Iteration 25Q: 3 clusters Score -1.182498e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50389 members 
Mstep: Class 2 contains 42822 members 
Entering Unmasked Estep 
Score: -11825223.000000 Penalty: 5675.540039
	Iteration 26Q: 3 clusters Score -1.182522e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51291 members 
Mstep: Class 2 contains 41920 members 
Entering Unmasked Estep 
Score: -11825494.000000 Penalty: 5675.540039
	Iteration 27Q: 3 clusters Score -1.182549e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52280 members 
Mstep: Class 2 contains 40931 members 
Entering Unmasked Estep 
Score: -11825843.000000 Penalty: 5675.540039
	Iteration 28Q: 3 clusters Score -1.182584e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53334 members 
Mstep: Class 2 contains 39877 members 
Entering Unmasked Estep 
Score: -11826192.000000 Penalty: 5675.540039
	Iteration 29Q: 3 clusters Score -1.182619e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54488 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -11826717.000000 Penalty: 5675.540039
	Iteration 30Q: 3 clusters Score -1.182672e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55724 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -11827255.000000 Penalty: 5675.540039
	Iteration 31Q: 3 clusters Score -1.182726e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57006 members 
Mstep: Class 2 contains 36205 members 
Entering Unmasked Estep 
Score: -11827780.000000 Penalty: 5675.540039
	Iteration 32Q: 3 clusters Score -1.182778e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58330 members 
Mstep: Class 2 contains 34881 members 
Entering Unmasked Estep 
Score: -11828392.000000 Penalty: 5675.540039
	Iteration 33Q: 3 clusters Score -1.182839e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59646 members 
Mstep: Class 2 contains 33565 members 
Entering Unmasked Estep 
Score: -11828887.000000 Penalty: 5675.540039
	Iteration 34Q: 3 clusters Score -1.182889e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60889 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -11829296.000000 Penalty: 5675.540039
	Iteration 35Q: 3 clusters Score -1.18293e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62131 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -11829750.000000 Penalty: 5675.540039
	Iteration 36Q: 3 clusters Score -1.182975e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63365 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -11830105.000000 Penalty: 5675.540039
	Iteration 37Q: 3 clusters Score -1.18301e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64570 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -11830506.000000 Penalty: 5675.540039
	Iteration 38Q: 3 clusters Score -1.183051e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65780 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -11830840.000000 Penalty: 5675.540039
	Iteration 39Q: 3 clusters Score -1.183084e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66955 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -11831255.000000 Penalty: 5675.540039
	Iteration 40F: 3 clusters Score -1.183126e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68143 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -11831623.000000 Penalty: 5675.540039
	Iteration 41Q: 3 clusters Score -1.183162e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69302 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -11832071.000000 Penalty: 5675.540039
	Iteration 42Q: 3 clusters Score -1.183207e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70424 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -11832403.000000 Penalty: 5675.540039
	Iteration 43Q: 3 clusters Score -1.18324e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71448 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -11832701.000000 Penalty: 5675.540039
	Iteration 44Q: 3 clusters Score -1.18327e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72479 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -11833025.000000 Penalty: 5675.540039
	Iteration 45Q: 3 clusters Score -1.183302e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73423 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -11833214.000000 Penalty: 5675.540039
	Iteration 46Q: 3 clusters Score -1.183321e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74335 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -11833467.000000 Penalty: 5675.540039
	Iteration 47Q: 3 clusters Score -1.183347e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75151 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -11833658.000000 Penalty: 5675.540039
	Iteration 48Q: 3 clusters Score -1.183366e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75933 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -11833835.000000 Penalty: 5675.540039
	Iteration 49Q: 3 clusters Score -1.183384e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76703 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -11834086.000000 Penalty: 5675.540039
	Iteration 50Q: 3 clusters Score -1.183409e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77375 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -11834206.000000 Penalty: 5675.540039
	Iteration 51Q: 3 clusters Score -1.183421e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77976 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -11834357.000000 Penalty: 5675.540039
	Iteration 52Q: 3 clusters Score -1.183436e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78572 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -11834528.000000 Penalty: 5675.540039
	Iteration 53Q: 3 clusters Score -1.183453e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79118 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -11834645.000000 Penalty: 5675.540039
	Iteration 54Q: 3 clusters Score -1.183464e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79658 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -11834736.000000 Penalty: 5675.540039
	Iteration 55Q: 3 clusters Score -1.183474e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80149 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -11834859.000000 Penalty: 5675.540039
	Iteration 56Q: 3 clusters Score -1.183486e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80609 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -11834921.000000 Penalty: 5675.540039
	Iteration 57Q: 3 clusters Score -1.183492e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81037 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -11835017.000000 Penalty: 5675.540039
	Iteration 58Q: 3 clusters Score -1.183502e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81420 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -11835096.000000 Penalty: 5675.540039
	Iteration 59Q: 3 clusters Score -1.18351e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81771 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -11835176.000000 Penalty: 5675.540039
	Iteration 60F: 3 clusters Score -1.183518e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82124 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -11835257.000000 Penalty: 5675.540039
	Iteration 61Q: 3 clusters Score -1.183526e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82466 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -11835326.000000 Penalty: 5675.540039
	Iteration 62Q: 3 clusters Score -1.183533e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82805 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -11835399.000000 Penalty: 5675.540039
	Iteration 63Q: 3 clusters Score -1.18354e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83113 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -11835480.000000 Penalty: 5675.540039
	Iteration 64Q: 3 clusters Score -1.183548e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83430 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -11835542.000000 Penalty: 5675.540039
	Iteration 65Q: 3 clusters Score -1.183554e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83730 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -11835584.000000 Penalty: 5675.540039
	Iteration 66Q: 3 clusters Score -1.183558e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84004 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -11835614.000000 Penalty: 5675.540039
	Iteration 67Q: 3 clusters Score -1.183561e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84264 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -11835699.000000 Penalty: 5675.540039
	Iteration 68Q: 3 clusters Score -1.18357e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84503 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -11835734.000000 Penalty: 5675.540039
	Iteration 69Q: 3 clusters Score -1.183573e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84727 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -11835747.000000 Penalty: 5675.540039
	Iteration 70Q: 3 clusters Score -1.183575e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84946 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -11835793.000000 Penalty: 5675.540039
	Iteration 71Q: 3 clusters Score -1.183579e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85153 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -11835830.000000 Penalty: 5675.540039
	Iteration 72Q: 3 clusters Score -1.183583e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85379 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -11835856.000000 Penalty: 5675.540039
	Iteration 73Q: 3 clusters Score -1.183586e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85622 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -11835941.000000 Penalty: 5675.540039
	Iteration 74Q: 3 clusters Score -1.183594e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85851 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -11835973.000000 Penalty: 5675.540039
	Iteration 75Q: 3 clusters Score -1.183597e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86054 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -11835995.000000 Penalty: 5675.540039
	Iteration 76Q: 3 clusters Score -1.1836e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86250 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -11836031.000000 Penalty: 5675.540039
	Iteration 77Q: 3 clusters Score -1.183603e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86451 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -11836090.000000 Penalty: 5675.540039
	Iteration 78Q: 3 clusters Score -1.183609e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86631 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -11836149.000000 Penalty: 5675.540039
	Iteration 79Q: 3 clusters Score -1.183615e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86806 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -11836132.000000 Penalty: 5675.540039
	Iteration 80F: 3 clusters Score -1.183613e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86960 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -11836168.000000 Penalty: 5675.540039
	Iteration 81Q: 3 clusters Score -1.183617e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87110 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -11836218.000000 Penalty: 5675.540039
	Iteration 82Q: 3 clusters Score -1.183622e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87269 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -11836251.000000 Penalty: 5675.540039
	Iteration 83Q: 3 clusters Score -1.183625e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87399 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -11836297.000000 Penalty: 5675.540039
	Iteration 84Q: 3 clusters Score -1.18363e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87518 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -11836320.000000 Penalty: 5675.540039
	Iteration 85Q: 3 clusters Score -1.183632e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87630 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -11836322.000000 Penalty: 5675.540039
	Iteration 86Q: 3 clusters Score -1.183632e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87751 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -11836341.000000 Penalty: 5675.540039
	Iteration 87Q: 3 clusters Score -1.183634e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87877 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -11836364.000000 Penalty: 5675.540039
	Iteration 88Q: 3 clusters Score -1.183636e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87978 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -11836393.000000 Penalty: 5675.540039
	Iteration 89Q: 3 clusters Score -1.183639e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88072 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -11836407.000000 Penalty: 5675.540039
	Iteration 90Q: 3 clusters Score -1.183641e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88154 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -11836416.000000 Penalty: 5675.540039
	Iteration 91Q: 3 clusters Score -1.183642e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88234 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -11836415.000000 Penalty: 5675.540039
	Iteration 92Q: 3 clusters Score -1.183642e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88318 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -11836428.000000 Penalty: 5675.540039
	Iteration 93Q: 3 clusters Score -1.183643e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88395 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -11836454.000000 Penalty: 5675.540039
	Iteration 94Q: 3 clusters Score -1.183645e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88466 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -11836461.000000 Penalty: 5675.540039
	Iteration 95Q: 3 clusters Score -1.183646e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88534 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -11836451.000000 Penalty: 5675.540039
	Iteration 96Q: 3 clusters Score -1.183645e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88593 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -11836469.000000 Penalty: 5675.540039
	Iteration 97Q: 3 clusters Score -1.183647e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88656 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -11836499.000000 Penalty: 5675.540039
	Iteration 98Q: 3 clusters Score -1.18365e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88704 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -11836513.000000 Penalty: 5675.540039
	Iteration 99Q: 3 clusters Score -1.183651e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88753 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -11836521.000000 Penalty: 5675.540039
	Iteration 100F: 3 clusters Score -1.183652e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88795 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -11836555.000000 Penalty: 5675.540039
	Iteration 101Q: 3 clusters Score -1.183656e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88847 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -11836541.000000 Penalty: 5675.540039
	Iteration 102Q: 3 clusters Score -1.183654e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88911 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -11836553.000000 Penalty: 5675.540039
	Iteration 103Q: 3 clusters Score -1.183655e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88982 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -11836571.000000 Penalty: 5675.540039
	Iteration 104Q: 3 clusters Score -1.183657e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89050 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -11836603.000000 Penalty: 5675.540039
	Iteration 105Q: 3 clusters Score -1.18366e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89119 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -11836632.000000 Penalty: 5675.540039
	Iteration 106Q: 3 clusters Score -1.183663e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89171 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -11836635.000000 Penalty: 5675.540039
	Iteration 107Q: 3 clusters Score -1.183664e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89202 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -11836633.000000 Penalty: 5675.540039
	Iteration 108Q: 3 clusters Score -1.183663e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89233 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -11836652.000000 Penalty: 5675.540039
	Iteration 109Q: 3 clusters Score -1.183665e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89266 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -11836641.000000 Penalty: 5675.540039
	Iteration 110Q: 3 clusters Score -1.183664e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89301 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -11836641.000000 Penalty: 5675.540039
	Iteration 111Q: 3 clusters Score -1.183664e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89349 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -11836632.000000 Penalty: 5675.540039
	Iteration 112Q: 3 clusters Score -1.183663e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89386 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -11836660.000000 Penalty: 5675.540039
	Iteration 113Q: 3 clusters Score -1.183666e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89424 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -11836669.000000 Penalty: 5675.540039
	Iteration 114Q: 3 clusters Score -1.183667e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89469 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -11836664.000000 Penalty: 5675.540039
	Iteration 115Q: 3 clusters Score -1.183666e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89508 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -11836677.000000 Penalty: 5675.540039
	Iteration 116Q: 3 clusters Score -1.183668e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89549 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -11836683.000000 Penalty: 5675.540039
	Iteration 117Q: 3 clusters Score -1.183668e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89588 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -11836685.000000 Penalty: 5675.540039
	Iteration 118Q: 3 clusters Score -1.183668e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89629 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -11836687.000000 Penalty: 5675.540039
	Iteration 119Q: 3 clusters Score -1.183669e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89665 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -11836682.000000 Penalty: 5675.540039
	Iteration 120F: 3 clusters Score -1.183668e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89697 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -11836702.000000 Penalty: 5675.540039
	Iteration 121Q: 3 clusters Score -1.18367e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89736 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -11836685.000000 Penalty: 5675.540039
	Iteration 122Q: 3 clusters Score -1.183668e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89781 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -11836704.000000 Penalty: 5675.540039
	Iteration 123Q: 3 clusters Score -1.18367e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89829 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -11836713.000000 Penalty: 5675.540039
	Iteration 124Q: 3 clusters Score -1.183671e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89881 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -11836720.000000 Penalty: 5675.540039
	Iteration 125Q: 3 clusters Score -1.183672e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89929 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -11836739.000000 Penalty: 5675.540039
	Iteration 126Q: 3 clusters Score -1.183674e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89977 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -11836752.000000 Penalty: 5675.540039
	Iteration 127Q: 3 clusters Score -1.183675e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90020 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -11836749.000000 Penalty: 5675.540039
	Iteration 128Q: 3 clusters Score -1.183675e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90058 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -11836770.000000 Penalty: 5675.540039
	Iteration 129Q: 3 clusters Score -1.183677e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90096 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -11836754.000000 Penalty: 5675.540039
	Iteration 130Q: 3 clusters Score -1.183675e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90131 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -11836776.000000 Penalty: 5675.540039
	Iteration 131Q: 3 clusters Score -1.183678e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90173 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -11836784.000000 Penalty: 5675.540039
	Iteration 132Q: 3 clusters Score -1.183678e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90223 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -11836784.000000 Penalty: 5675.540039
	Iteration 133Q: 3 clusters Score -1.183678e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90275 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -11836783.000000 Penalty: 5675.540039
	Iteration 134Q: 3 clusters Score -1.183678e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90308 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -11836794.000000 Penalty: 5675.540039
	Iteration 135Q: 3 clusters Score -1.183679e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90348 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -11836792.000000 Penalty: 5675.540039
	Iteration 136Q: 3 clusters Score -1.183679e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90388 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -11836818.000000 Penalty: 5675.540039
	Iteration 137Q: 3 clusters Score -1.183682e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90418 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -11836802.000000 Penalty: 5675.540039
	Iteration 138Q: 3 clusters Score -1.18368e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90443 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -11836789.000000 Penalty: 5675.540039
	Iteration 139Q: 3 clusters Score -1.183679e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90455 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -11836788.000000 Penalty: 5675.540039
	Iteration 140F: 3 clusters Score -1.183679e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90466 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -11836801.000000 Penalty: 5675.540039
	Iteration 141Q: 3 clusters Score -1.18368e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90475 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -11836804.000000 Penalty: 5675.540039
	Iteration 142Q: 3 clusters Score -1.18368e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90482 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -11836806.000000 Penalty: 5675.540039
	Iteration 143Q: 3 clusters Score -1.183681e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90492 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -11836793.000000 Penalty: 5675.540039
	Iteration 144Q: 3 clusters Score -1.183679e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90502 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -11836809.000000 Penalty: 5675.540039
	Iteration 145Q: 3 clusters Score -1.183681e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90511 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -11836802.000000 Penalty: 5675.540039
	Iteration 146Q: 3 clusters Score -1.18368e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90522 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -11836803.000000 Penalty: 5675.540039
	Iteration 147Q: 3 clusters Score -1.18368e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90532 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -11836823.000000 Penalty: 5675.540039
	Iteration 148Q: 3 clusters Score -1.183682e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90539 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -11836812.000000 Penalty: 5675.540039
	Iteration 149Q: 3 clusters Score -1.183681e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90546 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -11836822.000000 Penalty: 5675.540039
	Iteration 150Q: 3 clusters Score -1.183682e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90552 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -11836819.000000 Penalty: 5675.540039
	Iteration 151Q: 3 clusters Score -1.183682e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90558 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -11836826.000000 Penalty: 5675.540039
	Iteration 152Q: 3 clusters Score -1.183683e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90563 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -11836827.000000 Penalty: 5675.540039
	Iteration 153Q: 3 clusters Score -1.183683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90566 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -11836831.000000 Penalty: 5675.540039
	Iteration 154Q: 3 clusters Score -1.183683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90568 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -11836835.000000 Penalty: 5675.540039
	Iteration 155Q: 3 clusters Score -1.183684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90573 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -11836831.000000 Penalty: 5675.540039
	Iteration 156Q: 3 clusters Score -1.183683e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90581 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -11836828.000000 Penalty: 5675.540039
	Iteration 157Q: 3 clusters Score -1.183683e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90584 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -11836832.000000 Penalty: 5675.540039
	Iteration 158Q: 3 clusters Score -1.183683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90587 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -11836825.000000 Penalty: 5675.540039
	Iteration 159Q: 3 clusters Score -1.183682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90589 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -11836825.000000 Penalty: 5675.540039
	Iteration 160F: 3 clusters Score -1.183682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90590 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -11836828.000000 Penalty: 5675.540039
	Iteration 161Q: 3 clusters Score -1.183683e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90590 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -11836828.000000 Penalty: 5675.540039
	Iteration 162F: 3 clusters Score -1.183683e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Entering Unmasked Estep 
Score: -103374.570312 Penalty: 1702.740967
	Iteration 0F: 2 clusters Score -103374.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -101528.984375 Penalty: 3405.481934
	Iteration 0F: 3 clusters Score -101529 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -102316.414062 Penalty: 3405.481934
	Iteration 1F: 3 clusters Score -102316.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -102605.867188 Penalty: 3405.481934
	Iteration 2F: 3 clusters Score -102605.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -102965.367188 Penalty: 3405.481934
	Iteration 3F: 3 clusters Score -102965.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -103361.265625 Penalty: 3405.481934
	Iteration 4F: 3 clusters Score -103361.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -103672.359375 Penalty: 3405.481934
	Iteration 5F: 3 clusters Score -103672.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -103925.375000 Penalty: 3405.481934
	Iteration 6F: 3 clusters Score -103925.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -104086.304688 Penalty: 3405.481934
	Iteration 7Q: 3 clusters Score -104086.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -104207.593750 Penalty: 3405.481934
	Iteration 8Q: 3 clusters Score -104207.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -104293.406250 Penalty: 3405.481934
	Iteration 9Q: 3 clusters Score -104293.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -104367.570312 Penalty: 3405.481934
	Iteration 10Q: 3 clusters Score -104367.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -104456.312500 Penalty: 3405.481934
	Iteration 11Q: 3 clusters Score -104456.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -104527.781250 Penalty: 3405.481934
	Iteration 12Q: 3 clusters Score -104527.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -104578.867188 Penalty: 3405.481934
	Iteration 13Q: 3 clusters Score -104578.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -104625.109375 Penalty: 3405.481934
	Iteration 14Q: 3 clusters Score -104625.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -104674.953125 Penalty: 3405.481934
	Iteration 15Q: 3 clusters Score -104675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -104726.164062 Penalty: 3405.481934
	Iteration 16Q: 3 clusters Score -104726.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -104803.546875 Penalty: 3405.481934
	Iteration 17Q: 3 clusters Score -104803.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -104803.546875 Penalty: 3405.481934
	Iteration 18F: 3 clusters Score -104803.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 3898 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 18963 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 93211 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 173938 members 
Mstep: Class 15 contains 90962 members 
Mstep: Class 16 contains 21878 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 897 members 
Mstep: Class 19 contains 20461 members 
Mstep: Class 21 contains 13397 members 
Mstep: Class 23 contains 10881 members 
Entering Unmasked Estep 
Score: -57709108.000000 Penalty: 67921.164062
Splitting cluster 13 changes total score from -57709084.000000 to -57709108.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 14 (173938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173938 members 
Entering Unmasked Estep 
Score: -22007424.000000 Penalty: 2992.480469
	Iteration 0F: 2 clusters Score -2.200742e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86821 members 
Mstep: Class 2 contains 87117 members 
Entering Unmasked Estep 
Score: -21892946.000000 Penalty: 5984.960938
	Iteration 0F: 3 clusters Score -2.189295e+07 nChanged 83549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84804 members 
Mstep: Class 2 contains 89134 members 
Entering Unmasked Estep 
Score: -21941980.000000 Penalty: 5984.960938
	Iteration 1F: 3 clusters Score -2.194198e+07 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83583 members 
Mstep: Class 2 contains 90355 members 
Entering Unmasked Estep 
Score: -21943944.000000 Penalty: 5984.960938
	Iteration 2Q: 3 clusters Score -2.194394e+07 nChanged 6944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81663 members 
Mstep: Class 2 contains 92275 members 
Entering Unmasked Estep 
Score: -21946512.000000 Penalty: 5984.960938
	Iteration 3Q: 3 clusters Score -2.194651e+07 nChanged 8310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78611 members 
Mstep: Class 2 contains 95327 members 
Entering Unmasked Estep 
Score: -21950092.000000 Penalty: 5984.960938
	Iteration 4Q: 3 clusters Score -2.195009e+07 nChanged 9616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74133 members 
Mstep: Class 2 contains 99805 members 
Entering Unmasked Estep 
Score: -21955092.000000 Penalty: 5984.960938
	Iteration 5F: 3 clusters Score -2.195509e+07 nChanged 10622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68239 members 
Mstep: Class 2 contains 105699 members 
Entering Unmasked Estep 
Score: -21961484.000000 Penalty: 5984.960938
	Iteration 6F: 3 clusters Score -2.196148e+07 nChanged 10922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61267 members 
Mstep: Class 2 contains 112671 members 
Entering Unmasked Estep 
Score: -21969146.000000 Penalty: 5984.960938
	Iteration 7F: 3 clusters Score -2.196915e+07 nChanged 10309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54320 members 
Mstep: Class 2 contains 119618 members 
Entering Unmasked Estep 
Score: -21976492.000000 Penalty: 5984.960938
	Iteration 8F: 3 clusters Score -2.197649e+07 nChanged 8636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48296 members 
Mstep: Class 2 contains 125642 members 
Entering Unmasked Estep 
Score: -21982586.000000 Penalty: 5984.960938
	Iteration 9Q: 3 clusters Score -2.198259e+07 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Mstep: Class 2 contains 130635 members 
Entering Unmasked Estep 
Score: -21986482.000000 Penalty: 5984.960938
	Iteration 10Q: 3 clusters Score -2.198648e+07 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38986 members 
Mstep: Class 2 contains 134952 members 
Entering Unmasked Estep 
Score: -21988730.000000 Penalty: 5984.960938
	Iteration 11Q: 3 clusters Score -2.198873e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 139036 members 
Entering Unmasked Estep 
Score: -21990906.000000 Penalty: 5984.960938
	Iteration 12Q: 3 clusters Score -2.199091e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31127 members 
Mstep: Class 2 contains 142811 members 
Entering Unmasked Estep 
Score: -21992832.000000 Penalty: 5984.960938
	Iteration 13Q: 3 clusters Score -2.199283e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 146424 members 
Entering Unmasked Estep 
Score: -21994604.000000 Penalty: 5984.960938
	Iteration 14Q: 3 clusters Score -2.19946e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 149886 members 
Entering Unmasked Estep 
Score: -21996244.000000 Penalty: 5984.960938
	Iteration 15Q: 3 clusters Score -2.199624e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 153147 members 
Entering Unmasked Estep 
Score: -21997628.000000 Penalty: 5984.960938
	Iteration 16Q: 3 clusters Score -2.199763e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 156135 members 
Entering Unmasked Estep 
Score: -21999104.000000 Penalty: 5984.960938
	Iteration 17Q: 3 clusters Score -2.19991e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 158805 members 
Entering Unmasked Estep 
Score: -22000518.000000 Penalty: 5984.960938
	Iteration 18Q: 3 clusters Score -2.200052e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 161156 members 
Entering Unmasked Estep 
Score: -22001600.000000 Penalty: 5984.960938
	Iteration 19Q: 3 clusters Score -2.20016e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 163191 members 
Entering Unmasked Estep 
Score: -22002452.000000 Penalty: 5984.960938
	Iteration 20F: 3 clusters Score -2.200245e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 164920 members 
Entering Unmasked Estep 
Score: -22003082.000000 Penalty: 5984.960938
	Iteration 21Q: 3 clusters Score -2.200308e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 166307 members 
Entering Unmasked Estep 
Score: -22003756.000000 Penalty: 5984.960938
	Iteration 22Q: 3 clusters Score -2.200376e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 167433 members 
Entering Unmasked Estep 
Score: -22004294.000000 Penalty: 5984.960938
	Iteration 23Q: 3 clusters Score -2.200429e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 168334 members 
Entering Unmasked Estep 
Score: -22004724.000000 Penalty: 5984.960938
	Iteration 24Q: 3 clusters Score -2.200472e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 169021 members 
Entering Unmasked Estep 
Score: -22005048.000000 Penalty: 5984.960938
	Iteration 25Q: 3 clusters Score -2.200505e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 169589 members 
Entering Unmasked Estep 
Score: -22005322.000000 Penalty: 5984.960938
	Iteration 26Q: 3 clusters Score -2.200532e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 170038 members 
Entering Unmasked Estep 
Score: -22005546.000000 Penalty: 5984.960938
	Iteration 27Q: 3 clusters Score -2.200555e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 170376 members 
Entering Unmasked Estep 
Score: -22005782.000000 Penalty: 5984.960938
	Iteration 28Q: 3 clusters Score -2.200578e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 170648 members 
Entering Unmasked Estep 
Score: -22006034.000000 Penalty: 5984.960938
	Iteration 29Q: 3 clusters Score -2.200603e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 170844 members 
Entering Unmasked Estep 
Score: -22006198.000000 Penalty: 5984.960938
	Iteration 30Q: 3 clusters Score -2.20062e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 170991 members 
Entering Unmasked Estep 
Score: -22006356.000000 Penalty: 5984.960938
	Iteration 31Q: 3 clusters Score -2.200636e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 171107 members 
Entering Unmasked Estep 
Score: -22006438.000000 Penalty: 5984.960938
	Iteration 32Q: 3 clusters Score -2.200644e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 171202 members 
Entering Unmasked Estep 
Score: -22006500.000000 Penalty: 5984.960938
	Iteration 33Q: 3 clusters Score -2.20065e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 171263 members 
Entering Unmasked Estep 
Score: -22006542.000000 Penalty: 5984.960938
	Iteration 34Q: 3 clusters Score -2.200654e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 171319 members 
Entering Unmasked Estep 
Score: -22006568.000000 Penalty: 5984.960938
	Iteration 35Q: 3 clusters Score -2.200657e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 171352 members 
Entering Unmasked Estep 
Score: -22006574.000000 Penalty: 5984.960938
	Iteration 36Q: 3 clusters Score -2.200657e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 171376 members 
Entering Unmasked Estep 
Score: -22006578.000000 Penalty: 5984.960938
	Iteration 37Q: 3 clusters Score -2.200658e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 171383 members 
Entering Unmasked Estep 
Score: -22006558.000000 Penalty: 5984.960938
	Iteration 38Q: 3 clusters Score -2.200656e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 171393 members 
Entering Unmasked Estep 
Score: -22006576.000000 Penalty: 5984.960938
	Iteration 39Q: 3 clusters Score -2.200658e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 171406 members 
Entering Unmasked Estep 
Score: -22006588.000000 Penalty: 5984.960938
	Iteration 40F: 3 clusters Score -2.200659e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 171420 members 
Entering Unmasked Estep 
Score: -22006596.000000 Penalty: 5984.960938
	Iteration 41Q: 3 clusters Score -2.20066e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 171428 members 
Entering Unmasked Estep 
Score: -22006598.000000 Penalty: 5984.960938
	Iteration 42Q: 3 clusters Score -2.20066e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 171431 members 
Entering Unmasked Estep 
Score: -22006600.000000 Penalty: 5984.960938
	Iteration 43Q: 3 clusters Score -2.20066e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 171439 members 
Entering Unmasked Estep 
Score: -22006596.000000 Penalty: 5984.960938
	Iteration 44Q: 3 clusters Score -2.20066e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 171443 members 
Entering Unmasked Estep 
Score: -22006590.000000 Penalty: 5984.960938
	Iteration 45Q: 3 clusters Score -2.200659e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 171447 members 
Entering Unmasked Estep 
Score: -22006578.000000 Penalty: 5984.960938
	Iteration 46Q: 3 clusters Score -2.200658e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 171452 members 
Entering Unmasked Estep 
Score: -22006590.000000 Penalty: 5984.960938
	Iteration 47Q: 3 clusters Score -2.200659e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 171452 members 
Entering Unmasked Estep 
Score: -22006604.000000 Penalty: 5984.960938
	Iteration 48Q: 3 clusters Score -2.20066e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 171451 members 
Entering Unmasked Estep 
Score: -22006602.000000 Penalty: 5984.960938
	Iteration 49Q: 3 clusters Score -2.20066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 171458 members 
Entering Unmasked Estep 
Score: -22006608.000000 Penalty: 5984.960938
	Iteration 50Q: 3 clusters Score -2.200661e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 171464 members 
Entering Unmasked Estep 
Score: -22006598.000000 Penalty: 5984.960938
	Iteration 51Q: 3 clusters Score -2.20066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 171469 members 
Entering Unmasked Estep 
Score: -22006602.000000 Penalty: 5984.960938
	Iteration 52Q: 3 clusters Score -2.20066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 171473 members 
Entering Unmasked Estep 
Score: -22006610.000000 Penalty: 5984.960938
	Iteration 53Q: 3 clusters Score -2.200661e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 171473 members 
Entering Unmasked Estep 
Score: -22006626.000000 Penalty: 5984.960938
	Iteration 54Q: 3 clusters Score -2.200663e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 171473 members 
Entering Unmasked Estep 
Score: -22006618.000000 Penalty: 5984.960938
	Iteration 55Q: 3 clusters Score -2.200662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 171475 members 
Entering Unmasked Estep 
Score: -22006624.000000 Penalty: 5984.960938
	Iteration 56Q: 3 clusters Score -2.200662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 171477 members 
Entering Unmasked Estep 
Score: -22006628.000000 Penalty: 5984.960938
	Iteration 57Q: 3 clusters Score -2.200663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 171480 members 
Entering Unmasked Estep 
Score: -22006626.000000 Penalty: 5984.960938
	Iteration 58Q: 3 clusters Score -2.200663e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 171482 members 
Entering Unmasked Estep 
Score: -22006620.000000 Penalty: 5984.960938
	Iteration 59Q: 3 clusters Score -2.200662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 171484 members 
Entering Unmasked Estep 
Score: -22006622.000000 Penalty: 5984.960938
	Iteration 60F: 3 clusters Score -2.200662e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (90962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90962 members 
Entering Unmasked Estep 
Score: -11703238.000000 Penalty: 2831.712891
	Iteration 0F: 2 clusters Score -1.170324e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45521 members 
Mstep: Class 2 contains 45441 members 
Entering Unmasked Estep 
Score: -11642228.000000 Penalty: 5663.425781
	Iteration 0F: 3 clusters Score -1.164223e+07 nChanged 42928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46355 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -11666801.000000 Penalty: 5663.425781
	Iteration 1F: 3 clusters Score -1.16668e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46769 members 
Mstep: Class 2 contains 44193 members 
Entering Unmasked Estep 
Score: -11667465.000000 Penalty: 5663.425781
	Iteration 2Q: 3 clusters Score -1.166746e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47448 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -11668245.000000 Penalty: 5663.425781
	Iteration 3Q: 3 clusters Score -1.166824e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48492 members 
Mstep: Class 2 contains 42470 members 
Entering Unmasked Estep 
Score: -11669068.000000 Penalty: 5663.425781
	Iteration 4Q: 3 clusters Score -1.166907e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49990 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -11669923.000000 Penalty: 5663.425781
	Iteration 5Q: 3 clusters Score -1.166992e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52151 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -11671145.000000 Penalty: 5663.425781
	Iteration 6Q: 3 clusters Score -1.167114e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55210 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -11672693.000000 Penalty: 5663.425781
	Iteration 7Q: 3 clusters Score -1.167269e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59381 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -11674972.000000 Penalty: 5663.425781
	Iteration 8F: 3 clusters Score -1.167497e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64730 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -11678423.000000 Penalty: 5663.425781
	Iteration 9F: 3 clusters Score -1.167842e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71091 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -11683216.000000 Penalty: 5663.425781
	Iteration 10F: 3 clusters Score -1.168322e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77706 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -11688739.000000 Penalty: 5663.425781
	Iteration 11F: 3 clusters Score -1.168874e+07 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83454 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -11694030.000000 Penalty: 5663.425781
	Iteration 12F: 3 clusters Score -1.169403e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87360 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -11697733.000000 Penalty: 5663.425781
	Iteration 13Q: 3 clusters Score -1.169773e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89404 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -11699537.000000 Penalty: 5663.425781
	Iteration 14Q: 3 clusters Score -1.169954e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90213 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -11700291.000000 Penalty: 5663.425781
	Iteration 15Q: 3 clusters Score -1.170029e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90498 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -11700592.000000 Penalty: 5663.425781
	Iteration 16Q: 3 clusters Score -1.170059e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90609 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -11700685.000000 Penalty: 5663.425781
	Iteration 17Q: 3 clusters Score -1.170068e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90642 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -11700742.000000 Penalty: 5663.425781
	Iteration 18Q: 3 clusters Score -1.170074e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90663 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -11700774.000000 Penalty: 5663.425781
	Iteration 19Q: 3 clusters Score -1.170077e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90673 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -11700788.000000 Penalty: 5663.425781
	Iteration 20F: 3 clusters Score -1.170079e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90678 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -11700796.000000 Penalty: 5663.425781
	Iteration 21Q: 3 clusters Score -1.17008e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90680 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -11700820.000000 Penalty: 5663.425781
	Iteration 22Q: 3 clusters Score -1.170082e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90689 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -11700838.000000 Penalty: 5663.425781
	Iteration 23Q: 3 clusters Score -1.170084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90688 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -11700836.000000 Penalty: 5663.425781
	Iteration 24Q: 3 clusters Score -1.170084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90688 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -11700844.000000 Penalty: 5663.425781
	Iteration 25Q: 3 clusters Score -1.170084e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90687 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -11700839.000000 Penalty: 5663.425781
	Iteration 26Q: 3 clusters Score -1.170084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90687 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -11700839.000000 Penalty: 5663.425781
	Iteration 27Q: 3 clusters Score -1.170084e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90688 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -11700831.000000 Penalty: 5663.425781
	Iteration 28Q: 3 clusters Score -1.170083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90688 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -11700834.000000 Penalty: 5663.425781
	Iteration 29Q: 3 clusters Score -1.170083e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90688 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -11700834.000000 Penalty: 5663.425781
	Iteration 30F: 3 clusters Score -1.170083e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Entering Unmasked Estep 
Score: -2828338.000000 Penalty: 2478.322754
	Iteration 0F: 2 clusters Score -2828338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -2813019.250000 Penalty: 4956.645508
	Iteration 0F: 3 clusters Score -2813019 nChanged 9663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -2818124.750000 Penalty: 4956.645508
	Iteration 1F: 3 clusters Score -2818125 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2818470.500000 Penalty: 4956.645508
	Iteration 2F: 3 clusters Score -2818470 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -2818719.250000 Penalty: 4956.645508
	Iteration 3Q: 3 clusters Score -2818719 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -2818919.750000 Penalty: 4956.645508
	Iteration 4Q: 3 clusters Score -2818920 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2819116.500000 Penalty: 4956.645508
	Iteration 5Q: 3 clusters Score -2819116 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -2819304.000000 Penalty: 4956.645508
	Iteration 6Q: 3 clusters Score -2819304 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2819496.250000 Penalty: 4956.645508
	Iteration 7Q: 3 clusters Score -2819496 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -2819685.500000 Penalty: 4956.645508
	Iteration 8Q: 3 clusters Score -2819686 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -2819902.750000 Penalty: 4956.645508
	Iteration 9Q: 3 clusters Score -2819903 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -2820130.000000 Penalty: 4956.645508
	Iteration 10Q: 3 clusters Score -2820130 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2820409.250000 Penalty: 4956.645508
	Iteration 11Q: 3 clusters Score -2820409 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -2820710.000000 Penalty: 4956.645508
	Iteration 12Q: 3 clusters Score -2820710 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -2821070.750000 Penalty: 4956.645508
	Iteration 13Q: 3 clusters Score -2821071 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -2821475.500000 Penalty: 4956.645508
	Iteration 14Q: 3 clusters Score -2821476 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -2821979.750000 Penalty: 4956.645508
	Iteration 15Q: 3 clusters Score -2821980 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -2822542.250000 Penalty: 4956.645508
	Iteration 16Q: 3 clusters Score -2822542 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -2823162.250000 Penalty: 4956.645508
	Iteration 17Q: 3 clusters Score -2823162 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -2823736.750000 Penalty: 4956.645508
	Iteration 18Q: 3 clusters Score -2823737 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -2824221.250000 Penalty: 4956.645508
	Iteration 19Q: 3 clusters Score -2824221 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -2824633.500000 Penalty: 4956.645508
	Iteration 20F: 3 clusters Score -2824634 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -2825034.250000 Penalty: 4956.645508
	Iteration 21Q: 3 clusters Score -2825034 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -2825335.500000 Penalty: 4956.645508
	Iteration 22Q: 3 clusters Score -2825336 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -2825554.750000 Penalty: 4956.645508
	Iteration 23Q: 3 clusters Score -2825555 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -2825738.000000 Penalty: 4956.645508
	Iteration 24Q: 3 clusters Score -2825738 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -2825856.000000 Penalty: 4956.645508
	Iteration 25Q: 3 clusters Score -2825856 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -2825953.750000 Penalty: 4956.645508
	Iteration 26Q: 3 clusters Score -2825954 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -2826029.000000 Penalty: 4956.645508
	Iteration 27Q: 3 clusters Score -2826029 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -2826077.500000 Penalty: 4956.645508
	Iteration 28Q: 3 clusters Score -2826078 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -2826128.000000 Penalty: 4956.645508
	Iteration 29Q: 3 clusters Score -2826128 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -2826164.250000 Penalty: 4956.645508
	Iteration 30Q: 3 clusters Score -2826164 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -2826207.500000 Penalty: 4956.645508
	Iteration 31Q: 3 clusters Score -2826208 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -2826242.250000 Penalty: 4956.645508
	Iteration 32Q: 3 clusters Score -2826242 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -2826268.500000 Penalty: 4956.645508
	Iteration 33Q: 3 clusters Score -2826268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -2826285.250000 Penalty: 4956.645508
	Iteration 34Q: 3 clusters Score -2826285 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -2826291.500000 Penalty: 4956.645508
	Iteration 35Q: 3 clusters Score -2826292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -2826301.750000 Penalty: 4956.645508
	Iteration 36Q: 3 clusters Score -2826302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -2826304.750000 Penalty: 4956.645508
	Iteration 37Q: 3 clusters Score -2826305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -2826303.250000 Penalty: 4956.645508
	Iteration 38Q: 3 clusters Score -2826303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -2826298.500000 Penalty: 4956.645508
	Iteration 39Q: 3 clusters Score -2826298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -2826299.500000 Penalty: 4956.645508
	Iteration 40F: 3 clusters Score -2826300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -2826300.750000 Penalty: 4956.645508
	Iteration 41Q: 3 clusters Score -2826301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -2826302.750000 Penalty: 4956.645508
	Iteration 42Q: 3 clusters Score -2826303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -2826302.750000 Penalty: 4956.645508
	Iteration 43F: 3 clusters Score -2826303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Entering Unmasked Estep 
Score: -107780.335938 Penalty: 1686.165894
	Iteration 0F: 2 clusters Score -107780.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -105931.359375 Penalty: 3372.331787
	Iteration 0F: 3 clusters Score -105931.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -106163.179688 Penalty: 3372.331787
	Iteration 1F: 3 clusters Score -106163.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -106241.046875 Penalty: 3372.331787
	Iteration 2F: 3 clusters Score -106241 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -106274.453125 Penalty: 3372.331787
	Iteration 3Q: 3 clusters Score -106274.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -106290.546875 Penalty: 3372.331787
	Iteration 4Q: 3 clusters Score -106290.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -106302.882812 Penalty: 3372.331787
	Iteration 5Q: 3 clusters Score -106302.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -106307.687500 Penalty: 3372.331787
	Iteration 6Q: 3 clusters Score -106307.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -106312.546875 Penalty: 3372.331787
	Iteration 7Q: 3 clusters Score -106312.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -106313.843750 Penalty: 3372.331787
	Iteration 8Q: 3 clusters Score -106313.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -106316.515625 Penalty: 3372.331787
	Iteration 9Q: 3 clusters Score -106316.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -106316.515625 Penalty: 3372.331787
	Iteration 10F: 3 clusters Score -106316.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Entering Unmasked Estep 
Score: -2544024.000000 Penalty: 2461.716553
	Iteration 0F: 2 clusters Score -2544024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -2529568.500000 Penalty: 4923.433105
	Iteration 0F: 3 clusters Score -2529568 nChanged 9144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2534299.500000 Penalty: 4923.433105
	Iteration 1F: 3 clusters Score -2534300 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2534665.250000 Penalty: 4923.433105
	Iteration 2Q: 3 clusters Score -2534665 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -2534953.750000 Penalty: 4923.433105
	Iteration 3Q: 3 clusters Score -2534954 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2535243.750000 Penalty: 4923.433105
	Iteration 4Q: 3 clusters Score -2535244 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2535511.750000 Penalty: 4923.433105
	Iteration 5Q: 3 clusters Score -2535512 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2535836.500000 Penalty: 4923.433105
	Iteration 6Q: 3 clusters Score -2535836 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2536304.000000 Penalty: 4923.433105
	Iteration 7Q: 3 clusters Score -2536304 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -2536969.750000 Penalty: 4923.433105
	Iteration 8F: 3 clusters Score -2536970 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -2537837.750000 Penalty: 4923.433105
	Iteration 9F: 3 clusters Score -2537838 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -2538900.750000 Penalty: 4923.433105
	Iteration 10F: 3 clusters Score -2538901 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -2539835.250000 Penalty: 4923.433105
	Iteration 11F: 3 clusters Score -2539835 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2540480.000000 Penalty: 4923.433105
	Iteration 12F: 3 clusters Score -2540480 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2540819.250000 Penalty: 4923.433105
	Iteration 13Q: 3 clusters Score -2540819 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -2540999.500000 Penalty: 4923.433105
	Iteration 14Q: 3 clusters Score -2541000 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -2541073.500000 Penalty: 4923.433105
	Iteration 15Q: 3 clusters Score -2541074 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2541104.750000 Penalty: 4923.433105
	Iteration 16Q: 3 clusters Score -2541105 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2541133.500000 Penalty: 4923.433105
	Iteration 17Q: 3 clusters Score -2541134 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -2541150.250000 Penalty: 4923.433105
	Iteration 18Q: 3 clusters Score -2541150 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -2541166.000000 Penalty: 4923.433105
	Iteration 19Q: 3 clusters Score -2541166 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -2541184.250000 Penalty: 4923.433105
	Iteration 20F: 3 clusters Score -2541184 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -2541182.500000 Penalty: 4923.433105
	Iteration 21Q: 3 clusters Score -2541182 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2541185.750000 Penalty: 4923.433105
	Iteration 22Q: 3 clusters Score -2541186 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -2541192.500000 Penalty: 4923.433105
	Iteration 23Q: 3 clusters Score -2541192 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -2541198.750000 Penalty: 4923.433105
	Iteration 24Q: 3 clusters Score -2541199 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -2541208.750000 Penalty: 4923.433105
	Iteration 25Q: 3 clusters Score -2541209 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2541212.000000 Penalty: 4923.433105
	Iteration 26Q: 3 clusters Score -2541212 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -2541208.250000 Penalty: 4923.433105
	Iteration 27Q: 3 clusters Score -2541208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -2541206.000000 Penalty: 4923.433105
	Iteration 28Q: 3 clusters Score -2541206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -2541207.500000 Penalty: 4923.433105
	Iteration 29Q: 3 clusters Score -2541208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -2541211.750000 Penalty: 4923.433105
	Iteration 30Q: 3 clusters Score -2541212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2541214.750000 Penalty: 4923.433105
	Iteration 31Q: 3 clusters Score -2541215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -2541212.500000 Penalty: 4923.433105
	Iteration 32Q: 3 clusters Score -2541212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -2541210.500000 Penalty: 4923.433105
	Iteration 33Q: 3 clusters Score -2541210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2541216.750000 Penalty: 4923.433105
	Iteration 34Q: 3 clusters Score -2541217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -2541219.250000 Penalty: 4923.433105
	Iteration 35Q: 3 clusters Score -2541219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -2541217.750000 Penalty: 4923.433105
	Iteration 36Q: 3 clusters Score -2541218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -2541219.250000 Penalty: 4923.433105
	Iteration 37Q: 3 clusters Score -2541219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -2541216.250000 Penalty: 4923.433105
	Iteration 38Q: 3 clusters Score -2541216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -2541220.500000 Penalty: 4923.433105
	Iteration 39Q: 3 clusters Score -2541220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -2541221.500000 Penalty: 4923.433105
	Iteration 40F: 3 clusters Score -2541222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2541226.000000 Penalty: 4923.433105
	Iteration 41Q: 3 clusters Score -2541226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -2541225.750000 Penalty: 4923.433105
	Iteration 42Q: 3 clusters Score -2541226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -2541219.500000 Penalty: 4923.433105
	Iteration 43Q: 3 clusters Score -2541220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -2541220.000000 Penalty: 4923.433105
	Iteration 44Q: 3 clusters Score -2541220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -2541224.250000 Penalty: 4923.433105
	Iteration 45Q: 3 clusters Score -2541224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -2541225.500000 Penalty: 4923.433105
	Iteration 46Q: 3 clusters Score -2541226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -2541226.500000 Penalty: 4923.433105
	Iteration 47Q: 3 clusters Score -2541226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -2541225.750000 Penalty: 4923.433105
	Iteration 48Q: 3 clusters Score -2541226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -2541232.250000 Penalty: 4923.433105
	Iteration 49Q: 3 clusters Score -2541232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -2541229.000000 Penalty: 4923.433105
	Iteration 50Q: 3 clusters Score -2541229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2541230.250000 Penalty: 4923.433105
	Iteration 51Q: 3 clusters Score -2541230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -2541229.500000 Penalty: 4923.433105
	Iteration 52Q: 3 clusters Score -2541230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2541230.250000 Penalty: 4923.433105
	Iteration 53Q: 3 clusters Score -2541230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2541234.750000 Penalty: 4923.433105
	Iteration 54Q: 3 clusters Score -2541235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -2541234.000000 Penalty: 4923.433105
	Iteration 55Q: 3 clusters Score -2541234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -2541239.000000 Penalty: 4923.433105
	Iteration 56Q: 3 clusters Score -2541239 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2541241.750000 Penalty: 4923.433105
	Iteration 57Q: 3 clusters Score -2541242 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -2541250.500000 Penalty: 4923.433105
	Iteration 58Q: 3 clusters Score -2541250 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -2541250.500000 Penalty: 4923.433105
	Iteration 59Q: 3 clusters Score -2541250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -2541244.000000 Penalty: 4923.433105
	Iteration 60F: 3 clusters Score -2541244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -2541252.000000 Penalty: 4923.433105
	Iteration 61Q: 3 clusters Score -2541252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -2541257.000000 Penalty: 4923.433105
	Iteration 62Q: 3 clusters Score -2541257 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -2541257.000000 Penalty: 4923.433105
	Iteration 63Q: 3 clusters Score -2541257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -2541260.750000 Penalty: 4923.433105
	Iteration 64Q: 3 clusters Score -2541261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -2541262.500000 Penalty: 4923.433105
	Iteration 65Q: 3 clusters Score -2541262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -2541262.000000 Penalty: 4923.433105
	Iteration 66Q: 3 clusters Score -2541262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2541264.000000 Penalty: 4923.433105
	Iteration 67Q: 3 clusters Score -2541264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2541267.750000 Penalty: 4923.433105
	Iteration 68Q: 3 clusters Score -2541268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -2541270.000000 Penalty: 4923.433105
	Iteration 69Q: 3 clusters Score -2541270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -2541271.000000 Penalty: 4923.433105
	Iteration 70Q: 3 clusters Score -2541271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -2541268.750000 Penalty: 4923.433105
	Iteration 71Q: 3 clusters Score -2541269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2541269.250000 Penalty: 4923.433105
	Iteration 72Q: 3 clusters Score -2541269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2541268.500000 Penalty: 4923.433105
	Iteration 73Q: 3 clusters Score -2541268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -2541269.000000 Penalty: 4923.433105
	Iteration 74Q: 3 clusters Score -2541269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2541275.250000 Penalty: 4923.433105
	Iteration 75Q: 3 clusters Score -2541275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2541278.000000 Penalty: 4923.433105
	Iteration 76Q: 3 clusters Score -2541278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2541272.750000 Penalty: 4923.433105
	Iteration 77Q: 3 clusters Score -2541273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -2541269.250000 Penalty: 4923.433105
	Iteration 78Q: 3 clusters Score -2541269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2541276.500000 Penalty: 4923.433105
	Iteration 79Q: 3 clusters Score -2541276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2541274.250000 Penalty: 4923.433105
	Iteration 80F: 3 clusters Score -2541274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -2541275.250000 Penalty: 4923.433105
	Iteration 81Q: 3 clusters Score -2541275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -2541271.750000 Penalty: 4923.433105
	Iteration 82Q: 3 clusters Score -2541272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -2541276.500000 Penalty: 4923.433105
	Iteration 83Q: 3 clusters Score -2541276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -2541274.750000 Penalty: 4923.433105
	Iteration 84Q: 3 clusters Score -2541275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -2541273.750000 Penalty: 4923.433105
	Iteration 85Q: 3 clusters Score -2541274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2541271.000000 Penalty: 4923.433105
	Iteration 86Q: 3 clusters Score -2541271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -2541271.250000 Penalty: 4923.433105
	Iteration 87Q: 3 clusters Score -2541271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -2541273.500000 Penalty: 4923.433105
	Iteration 88Q: 3 clusters Score -2541274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2541274.750000 Penalty: 4923.433105
	Iteration 89Q: 3 clusters Score -2541275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2541274.750000 Penalty: 4923.433105
	Iteration 90F: 3 clusters Score -2541275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Entering Unmasked Estep 
Score: -1728170.250000 Penalty: 2356.690918
	Iteration 0F: 2 clusters Score -1728170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1718249.750000 Penalty: 4713.381836
	Iteration 0F: 3 clusters Score -1718250 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1721308.625000 Penalty: 4713.381836
	Iteration 1F: 3 clusters Score -1721309 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1721636.000000 Penalty: 4713.381836
	Iteration 2F: 3 clusters Score -1721636 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1721891.375000 Penalty: 4713.381836
	Iteration 3Q: 3 clusters Score -1721891 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1722136.750000 Penalty: 4713.381836
	Iteration 4Q: 3 clusters Score -1722137 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1722408.750000 Penalty: 4713.381836
	Iteration 5Q: 3 clusters Score -1722409 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1722703.750000 Penalty: 4713.381836
	Iteration 6Q: 3 clusters Score -1722704 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1723060.250000 Penalty: 4713.381836
	Iteration 7Q: 3 clusters Score -1723060 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1723520.250000 Penalty: 4713.381836
	Iteration 8F: 3 clusters Score -1723520 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1724037.375000 Penalty: 4713.381836
	Iteration 9F: 3 clusters Score -1724037 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1724546.750000 Penalty: 4713.381836
	Iteration 10Q: 3 clusters Score -1724547 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1725012.125000 Penalty: 4713.381836
	Iteration 11Q: 3 clusters Score -1725012 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1725398.125000 Penalty: 4713.381836
	Iteration 12Q: 3 clusters Score -1725398 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1725678.375000 Penalty: 4713.381836
	Iteration 13Q: 3 clusters Score -1725678 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1725851.250000 Penalty: 4713.381836
	Iteration 14Q: 3 clusters Score -1725851 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1725948.750000 Penalty: 4713.381836
	Iteration 15Q: 3 clusters Score -1725949 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1726011.500000 Penalty: 4713.381836
	Iteration 16Q: 3 clusters Score -1726012 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1726057.125000 Penalty: 4713.381836
	Iteration 17Q: 3 clusters Score -1726057 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1726096.625000 Penalty: 4713.381836
	Iteration 18Q: 3 clusters Score -1726097 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1726128.750000 Penalty: 4713.381836
	Iteration 19Q: 3 clusters Score -1726129 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1726161.250000 Penalty: 4713.381836
	Iteration 20F: 3 clusters Score -1726161 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1726186.250000 Penalty: 4713.381836
	Iteration 21Q: 3 clusters Score -1726186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1726203.625000 Penalty: 4713.381836
	Iteration 22Q: 3 clusters Score -1726204 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1726224.000000 Penalty: 4713.381836
	Iteration 23Q: 3 clusters Score -1726224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1726241.250000 Penalty: 4713.381836
	Iteration 24Q: 3 clusters Score -1726241 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1726254.875000 Penalty: 4713.381836
	Iteration 25Q: 3 clusters Score -1726255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1726269.250000 Penalty: 4713.381836
	Iteration 26Q: 3 clusters Score -1726269 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1726273.750000 Penalty: 4713.381836
	Iteration 27Q: 3 clusters Score -1726274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1726275.375000 Penalty: 4713.381836
	Iteration 28Q: 3 clusters Score -1726275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1726278.875000 Penalty: 4713.381836
	Iteration 29Q: 3 clusters Score -1726279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1726279.000000 Penalty: 4713.381836
	Iteration 30Q: 3 clusters Score -1726279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1726277.375000 Penalty: 4713.381836
	Iteration 31Q: 3 clusters Score -1726277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1726277.375000 Penalty: 4713.381836
	Iteration 32F: 3 clusters Score -1726277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Entering Unmasked Estep 
Score: -1397510.625000 Penalty: 2305.103760
	Iteration 0F: 2 clusters Score -1397511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1389311.125000 Penalty: 4610.207520
	Iteration 0F: 3 clusters Score -1389311 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1391748.500000 Penalty: 4610.207520
	Iteration 1F: 3 clusters Score -1391748 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1392067.500000 Penalty: 4610.207520
	Iteration 2F: 3 clusters Score -1392068 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1392318.750000 Penalty: 4610.207520
	Iteration 3Q: 3 clusters Score -1392319 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1392553.375000 Penalty: 4610.207520
	Iteration 4Q: 3 clusters Score -1392553 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1392778.625000 Penalty: 4610.207520
	Iteration 5Q: 3 clusters Score -1392779 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1392971.625000 Penalty: 4610.207520
	Iteration 6Q: 3 clusters Score -1392972 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1393176.625000 Penalty: 4610.207520
	Iteration 7Q: 3 clusters Score -1393177 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1393395.250000 Penalty: 4610.207520
	Iteration 8Q: 3 clusters Score -1393395 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1393643.125000 Penalty: 4610.207520
	Iteration 9Q: 3 clusters Score -1393643 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1393858.000000 Penalty: 4610.207520
	Iteration 10Q: 3 clusters Score -1393858 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1394077.375000 Penalty: 4610.207520
	Iteration 11Q: 3 clusters Score -1394077 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1394305.750000 Penalty: 4610.207520
	Iteration 12Q: 3 clusters Score -1394306 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1394516.375000 Penalty: 4610.207520
	Iteration 13Q: 3 clusters Score -1394516 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1394709.250000 Penalty: 4610.207520
	Iteration 14Q: 3 clusters Score -1394709 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1394863.250000 Penalty: 4610.207520
	Iteration 15Q: 3 clusters Score -1394863 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1394986.125000 Penalty: 4610.207520
	Iteration 16Q: 3 clusters Score -1394986 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1395081.375000 Penalty: 4610.207520
	Iteration 17Q: 3 clusters Score -1395081 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1395156.250000 Penalty: 4610.207520
	Iteration 18Q: 3 clusters Score -1395156 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1395229.000000 Penalty: 4610.207520
	Iteration 19Q: 3 clusters Score -1395229 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1395274.375000 Penalty: 4610.207520
	Iteration 20F: 3 clusters Score -1395274 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1395317.500000 Penalty: 4610.207520
	Iteration 21Q: 3 clusters Score -1395318 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1395362.625000 Penalty: 4610.207520
	Iteration 22Q: 3 clusters Score -1395363 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1395396.750000 Penalty: 4610.207520
	Iteration 23Q: 3 clusters Score -1395397 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1395430.375000 Penalty: 4610.207520
	Iteration 24Q: 3 clusters Score -1395430 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1395457.125000 Penalty: 4610.207520
	Iteration 25Q: 3 clusters Score -1395457 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1395485.375000 Penalty: 4610.207520
	Iteration 26Q: 3 clusters Score -1395485 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1395502.500000 Penalty: 4610.207520
	Iteration 27Q: 3 clusters Score -1395502 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1395525.875000 Penalty: 4610.207520
	Iteration 28Q: 3 clusters Score -1395526 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1395537.750000 Penalty: 4610.207520
	Iteration 29Q: 3 clusters Score -1395538 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1395548.125000 Penalty: 4610.207520
	Iteration 30Q: 3 clusters Score -1395548 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1395559.000000 Penalty: 4610.207520
	Iteration 31Q: 3 clusters Score -1395559 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1395577.375000 Penalty: 4610.207520
	Iteration 32Q: 3 clusters Score -1395577 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1395589.125000 Penalty: 4610.207520
	Iteration 33Q: 3 clusters Score -1395589 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1395594.875000 Penalty: 4610.207520
	Iteration 34Q: 3 clusters Score -1395595 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1395604.875000 Penalty: 4610.207520
	Iteration 35Q: 3 clusters Score -1395605 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1395618.625000 Penalty: 4610.207520
	Iteration 36Q: 3 clusters Score -1395619 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1395636.750000 Penalty: 4610.207520
	Iteration 37Q: 3 clusters Score -1395637 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1395637.625000 Penalty: 4610.207520
	Iteration 38Q: 3 clusters Score -1395638 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1395651.500000 Penalty: 4610.207520
	Iteration 39Q: 3 clusters Score -1395652 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1395661.625000 Penalty: 4610.207520
	Iteration 40F: 3 clusters Score -1395662 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1395669.250000 Penalty: 4610.207520
	Iteration 41Q: 3 clusters Score -1395669 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1395675.625000 Penalty: 4610.207520
	Iteration 42Q: 3 clusters Score -1395676 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1395678.500000 Penalty: 4610.207520
	Iteration 43Q: 3 clusters Score -1395678 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1395688.125000 Penalty: 4610.207520
	Iteration 44Q: 3 clusters Score -1395688 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1395694.250000 Penalty: 4610.207520
	Iteration 45Q: 3 clusters Score -1395694 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1395702.875000 Penalty: 4610.207520
	Iteration 46Q: 3 clusters Score -1395703 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1395711.000000 Penalty: 4610.207520
	Iteration 47Q: 3 clusters Score -1395711 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1395719.500000 Penalty: 4610.207520
	Iteration 48Q: 3 clusters Score -1395720 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1395726.875000 Penalty: 4610.207520
	Iteration 49Q: 3 clusters Score -1395727 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1395743.500000 Penalty: 4610.207520
	Iteration 50Q: 3 clusters Score -1395744 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1395746.500000 Penalty: 4610.207520
	Iteration 51Q: 3 clusters Score -1395746 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1395755.000000 Penalty: 4610.207520
	Iteration 52Q: 3 clusters Score -1395755 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1395764.500000 Penalty: 4610.207520
	Iteration 53Q: 3 clusters Score -1395764 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1395772.625000 Penalty: 4610.207520
	Iteration 54Q: 3 clusters Score -1395773 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1395784.250000 Penalty: 4610.207520
	Iteration 55Q: 3 clusters Score -1395784 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1395794.875000 Penalty: 4610.207520
	Iteration 56Q: 3 clusters Score -1395795 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1395801.000000 Penalty: 4610.207520
	Iteration 57Q: 3 clusters Score -1395801 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1395805.625000 Penalty: 4610.207520
	Iteration 58Q: 3 clusters Score -1395806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1395811.875000 Penalty: 4610.207520
	Iteration 59Q: 3 clusters Score -1395812 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1395820.125000 Penalty: 4610.207520
	Iteration 60F: 3 clusters Score -1395820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1395825.875000 Penalty: 4610.207520
	Iteration 61Q: 3 clusters Score -1395826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1395828.625000 Penalty: 4610.207520
	Iteration 62Q: 3 clusters Score -1395829 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1395830.000000 Penalty: 4610.207520
	Iteration 63Q: 3 clusters Score -1395830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1395831.250000 Penalty: 4610.207520
	Iteration 64Q: 3 clusters Score -1395831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1395835.250000 Penalty: 4610.207520
	Iteration 65Q: 3 clusters Score -1395835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1395838.125000 Penalty: 4610.207520
	Iteration 66Q: 3 clusters Score -1395838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1395841.625000 Penalty: 4610.207520
	Iteration 67Q: 3 clusters Score -1395842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1395841.500000 Penalty: 4610.207520
	Iteration 68Q: 3 clusters Score -1395842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1395846.375000 Penalty: 4610.207520
	Iteration 69Q: 3 clusters Score -1395846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1395850.125000 Penalty: 4610.207520
	Iteration 70Q: 3 clusters Score -1395850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1395858.875000 Penalty: 4610.207520
	Iteration 71Q: 3 clusters Score -1395859 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1395858.375000 Penalty: 4610.207520
	Iteration 72Q: 3 clusters Score -1395858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1395865.125000 Penalty: 4610.207520
	Iteration 73Q: 3 clusters Score -1395865 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1395868.375000 Penalty: 4610.207520
	Iteration 74Q: 3 clusters Score -1395868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1395874.750000 Penalty: 4610.207520
	Iteration 75Q: 3 clusters Score -1395875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1395875.750000 Penalty: 4610.207520
	Iteration 76Q: 3 clusters Score -1395876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1395873.750000 Penalty: 4610.207520
	Iteration 77Q: 3 clusters Score -1395874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1395875.875000 Penalty: 4610.207520
	Iteration 78Q: 3 clusters Score -1395876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1395883.000000 Penalty: 4610.207520
	Iteration 79Q: 3 clusters Score -1395883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1395882.500000 Penalty: 4610.207520
	Iteration 80F: 3 clusters Score -1395882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1395885.250000 Penalty: 4610.207520
	Iteration 81Q: 3 clusters Score -1395885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1395889.125000 Penalty: 4610.207520
	Iteration 82Q: 3 clusters Score -1395889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1395891.625000 Penalty: 4610.207520
	Iteration 83Q: 3 clusters Score -1395892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1395895.000000 Penalty: 4610.207520
	Iteration 84Q: 3 clusters Score -1395895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1395896.750000 Penalty: 4610.207520
	Iteration 85Q: 3 clusters Score -1395897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1395895.750000 Penalty: 4610.207520
	Iteration 86Q: 3 clusters Score -1395896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1395898.750000 Penalty: 4610.207520
	Iteration 87Q: 3 clusters Score -1395899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1395897.375000 Penalty: 4610.207520
	Iteration 88Q: 3 clusters Score -1395897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1395900.750000 Penalty: 4610.207520
	Iteration 89Q: 3 clusters Score -1395901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1395902.750000 Penalty: 4610.207520
	Iteration 90Q: 3 clusters Score -1395903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1395903.875000 Penalty: 4610.207520
	Iteration 91Q: 3 clusters Score -1395904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1395905.875000 Penalty: 4610.207520
	Iteration 92Q: 3 clusters Score -1395906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1395906.625000 Penalty: 4610.207520
	Iteration 93Q: 3 clusters Score -1395907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1395908.250000 Penalty: 4610.207520
	Iteration 94Q: 3 clusters Score -1395908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1395909.125000 Penalty: 4610.207520
	Iteration 95Q: 3 clusters Score -1395909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1395910.000000 Penalty: 4610.207520
	Iteration 96Q: 3 clusters Score -1395910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1395911.750000 Penalty: 4610.207520
	Iteration 97Q: 3 clusters Score -1395912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1395910.375000 Penalty: 4610.207520
	Iteration 98Q: 3 clusters Score -1395910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1395917.125000 Penalty: 4610.207520
	Iteration 99Q: 3 clusters Score -1395917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1395918.250000 Penalty: 4610.207520
	Iteration 100F: 3 clusters Score -1395918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1395917.625000 Penalty: 4610.207520
	Iteration 101Q: 3 clusters Score -1395918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1395917.000000 Penalty: 4610.207520
	Iteration 102Q: 3 clusters Score -1395917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1395921.375000 Penalty: 4610.207520
	Iteration 103Q: 3 clusters Score -1395921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1395922.125000 Penalty: 4610.207520
	Iteration 104Q: 3 clusters Score -1395922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1395920.000000 Penalty: 4610.207520
	Iteration 105Q: 3 clusters Score -1395920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1395920.875000 Penalty: 4610.207520
	Iteration 106Q: 3 clusters Score -1395921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1395919.500000 Penalty: 4610.207520
	Iteration 107Q: 3 clusters Score -1395920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1395919.125000 Penalty: 4610.207520
	Iteration 108Q: 3 clusters Score -1395919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1395923.125000 Penalty: 4610.207520
	Iteration 109Q: 3 clusters Score -1395923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1395921.750000 Penalty: 4610.207520
	Iteration 110Q: 3 clusters Score -1395922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1395924.000000 Penalty: 4610.207520
	Iteration 111Q: 3 clusters Score -1395924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1395924.000000 Penalty: 4610.207520
	Iteration 112Q: 3 clusters Score -1395924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1395922.750000 Penalty: 4610.207520
	Iteration 113Q: 3 clusters Score -1395923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1395922.625000 Penalty: 4610.207520
	Iteration 114Q: 3 clusters Score -1395923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1395922.125000 Penalty: 4610.207520
	Iteration 115Q: 3 clusters Score -1395922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1395921.375000 Penalty: 4610.207520
	Iteration 116Q: 3 clusters Score -1395921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1395921.375000 Penalty: 4610.207520
	Iteration 117F: 3 clusters Score -1395921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 3898 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 18963 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 93211 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 173938 members 
Mstep: Class 15 contains 90962 members 
Mstep: Class 16 contains 21878 members 
Mstep: Class 18 contains 897 members 
Mstep: Class 19 contains 20461 members 
Mstep: Class 21 contains 13397 members 
Mstep: Class 23 contains 10881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57709128.000000 Penalty: 67921.164062
Iteration 79Q: 22 clusters Score -5.770913e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 3922 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 5342 members 
Mstep: Class 10 contains 18968 members 
Mstep: Class 11 contains 294 members 
Mstep: Class 12 contains 93390 members 
Mstep: Class 13 contains 717 members 
Mstep: Class 14 contains 173654 members 
Mstep: Class 15 contains 90937 members 
Mstep: Class 16 contains 21886 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 897 members 
Mstep: Class 19 contains 20457 members 
Mstep: Class 21 contains 13489 members 
Mstep: Class 23 contains 10864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57709264.000000 Penalty: 67921.164062
Iteration 80F: 22 clusters Score -5.770926e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 3935 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 5364 members 
Mstep: Class 10 contains 18967 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 93578 members 
Mstep: Class 13 contains 719 members 
Mstep: Class 14 contains 173348 members 
Mstep: Class 15 contains 90922 members 
Mstep: Class 16 contains 21916 members 
Mstep: Class 17 contains 249 members 
Mstep: Class 18 contains 897 members 
Mstep: Class 19 contains 20449 members 
Mstep: Class 21 contains 13584 members 
Mstep: Class 23 contains 10846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57709372.000000 Penalty: 67921.164062
Iteration 81Q: 22 clusters Score -5.770937e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 3944 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 5390 members 
Mstep: Class 10 contains 18967 members 
Mstep: Class 11 contains 284 members 
Mstep: Class 12 contains 93759 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 173064 members 
Mstep: Class 15 contains 90894 members 
Mstep: Class 16 contains 21930 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 20441 members 
Mstep: Class 21 contains 13690 members 
Mstep: Class 23 contains 10829 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 82Q: 22 clusters Score -5.770968e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 3956 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 5411 members 
Mstep: Class 10 contains 18971 members 
Mstep: Class 11 contains 282 members 
Mstep: Class 12 contains 93924 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 172788 members 
Mstep: Class 15 contains 90874 members 
Mstep: Class 16 contains 21949 members 
Mstep: Class 17 contains 256 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 20435 members 
Mstep: Class 21 contains 13787 members 
Mstep: Class 23 contains 10813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57709708.000000 Penalty: 67921.164062
Iteration 83Q: 22 clusters Score -5.770971e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 3975 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 5445 members 
Mstep: Class 10 contains 18966 members 
Mstep: Class 11 contains 281 members 
Mstep: Class 12 contains 94091 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 172502 members 
Mstep: Class 15 contains 90841 members 
Mstep: Class 16 contains 21972 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 20430 members 
Mstep: Class 21 contains 13890 members 
Mstep: Class 23 contains 10796 members 
Entering Unmasked Estep 
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Iteration 84Q: 22 clusters Score -5.770981e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 3991 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 5474 members 
Mstep: Class 10 contains 18961 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 94246 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 172225 members 
Mstep: Class 15 contains 90805 members 
Mstep: Class 16 contains 22001 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 20430 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 23 contains 10782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57710012.000000 Penalty: 67921.164062
Iteration 85Q: 22 clusters Score -5.771001e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 4003 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 5508 members 
Mstep: Class 10 contains 18954 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 94417 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 171947 members 
Mstep: Class 15 contains 90761 members 
Mstep: Class 16 contains 22027 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 20429 members 
Mstep: Class 21 contains 14093 members 
Mstep: Class 23 contains 10769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57710008.000000 Penalty: 67921.164062
Iteration 86Q: 22 clusters Score -5.771001e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 4020 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 5541 members 
Mstep: Class 10 contains 18955 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 94598 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 171638 members 
Mstep: Class 15 contains 90726 members 
Mstep: Class 16 contains 22041 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 20428 members 
Mstep: Class 21 contains 14211 members 
Mstep: Class 23 contains 10750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57709968.000000 Penalty: 67921.164062
Iteration 87Q: 22 clusters Score -5.770997e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 4050 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 5572 members 
Mstep: Class 10 contains 18946 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 94796 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 171304 members 
Mstep: Class 15 contains 90705 members 
Mstep: Class 16 contains 22048 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 20422 members 
Mstep: Class 21 contains 14323 members 
Mstep: Class 23 contains 10742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57710100.000000 Penalty: 67921.164062
Iteration 88Q: 22 clusters Score -5.77101e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 4078 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 5596 members 
Mstep: Class 10 contains 18939 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 94989 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 170974 members 
Mstep: Class 15 contains 90689 members 
Mstep: Class 16 contains 22056 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 20416 members 
Mstep: Class 21 contains 14440 members 
Mstep: Class 23 contains 10731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57709952.000000 Penalty: 67921.164062
Iteration 89Q: 22 clusters Score -5.770995e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 4104 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 5619 members 
Mstep: Class 10 contains 18928 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 95171 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 170656 members 
Mstep: Class 15 contains 90655 members 
Mstep: Class 16 contains 22075 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 20413 members 
Mstep: Class 21 contains 14569 members 
Mstep: Class 23 contains 10718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57710016.000000 Penalty: 67921.164062
Iteration 90Q: 22 clusters Score -5.771002e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 4118 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 5641 members 
Mstep: Class 10 contains 18920 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 95367 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 170333 members 
Mstep: Class 15 contains 90629 members 
Mstep: Class 16 contains 22092 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 20409 members 
Mstep: Class 21 contains 14688 members 
Mstep: Class 23 contains 10711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57710012.000000 Penalty: 67921.164062
Iteration 91Q: 22 clusters Score -5.771001e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1283 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 4126 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 5659 members 
Mstep: Class 10 contains 18908 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 95565 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 170026 members 
Mstep: Class 15 contains 90605 members 
Mstep: Class 16 contains 22107 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 20410 members 
Mstep: Class 21 contains 14801 members 
Mstep: Class 23 contains 10701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57710196.000000 Penalty: 67921.164062
Iteration 92Q: 22 clusters Score -5.77102e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1283 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 4136 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 5686 members 
Mstep: Class 10 contains 18905 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 95761 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 169685 members 
Mstep: Class 15 contains 90580 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 900 members 
Mstep: Class 19 contains 20405 members 
Mstep: Class 21 contains 14940 members 
Mstep: Class 23 contains 10686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57710308.000000 Penalty: 67921.164062
Iteration 93Q: 22 clusters Score -5.771031e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1283 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 4154 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 5715 members 
Mstep: Class 10 contains 18899 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 95960 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 169335 members 
Mstep: Class 15 contains 90553 members 
Mstep: Class 16 contains 22133 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 900 members 
Mstep: Class 19 contains 20402 members 
Mstep: Class 21 contains 15076 members 
Mstep: Class 23 contains 10681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57710404.000000 Penalty: 67921.164062
Iteration 94Q: 22 clusters Score -5.77104e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1283 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 4169 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 5741 members 
Mstep: Class 10 contains 18881 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 96167 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 168979 members 
Mstep: Class 15 contains 90524 members 
Mstep: Class 16 contains 22148 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 900 members 
Mstep: Class 19 contains 20396 members 
Mstep: Class 21 contains 15230 members 
Mstep: Class 23 contains 10675 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 95Q: 22 clusters Score -5.771044e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 4193 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 5764 members 
Mstep: Class 10 contains 18867 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 96358 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 168629 members 
Mstep: Class 15 contains 90486 members 
Mstep: Class 16 contains 22167 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 900 members 
Mstep: Class 19 contains 20402 members 
Mstep: Class 21 contains 15375 members 
Mstep: Class 23 contains 10669 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 96Q: 22 clusters Score -5.771047e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 4219 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 5784 members 
Mstep: Class 10 contains 18872 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 96566 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 168250 members 
Mstep: Class 15 contains 90458 members 
Mstep: Class 16 contains 22181 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 901 members 
Mstep: Class 19 contains 20402 members 
Mstep: Class 21 contains 15511 members 
Mstep: Class 23 contains 10666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57710508.000000 Penalty: 67921.164062
Iteration 97Q: 22 clusters Score -5.771051e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 4262 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 5805 members 
Mstep: Class 10 contains 18866 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 96772 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 167869 members 
Mstep: Class 15 contains 90440 members 
Mstep: Class 16 contains 22194 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 20399 members 
Mstep: Class 21 contains 15640 members 
Mstep: Class 23 contains 10658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57710516.000000 Penalty: 67921.164062
Iteration 98Q: 22 clusters Score -5.771052e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 4301 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 5822 members 
Mstep: Class 10 contains 18867 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 96984 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 167475 members 
Mstep: Class 15 contains 90435 members 
Mstep: Class 16 contains 22204 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 906 members 
Mstep: Class 19 contains 20402 members 
Mstep: Class 21 contains 15765 members 
Mstep: Class 23 contains 10648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57710596.000000 Penalty: 67921.164062
Iteration 99Q: 22 clusters Score -5.77106e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 5827 members 
Mstep: Class 10 contains 18869 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 97213 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 167065 members 
Mstep: Class 15 contains 90427 members 
Mstep: Class 16 contains 22223 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 908 members 
Mstep: Class 19 contains 20394 members 
Mstep: Class 21 contains 15888 members 
Mstep: Class 23 contains 10646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57710744.000000 Penalty: 67921.164062
Iteration 100F: 22 clusters Score -5.771074e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 4398 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 5828 members 
Mstep: Class 10 contains 18867 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 97438 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 166629 members 
Mstep: Class 15 contains 90424 members 
Mstep: Class 16 contains 22241 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 911 members 
Mstep: Class 19 contains 20391 members 
Mstep: Class 21 contains 16039 members 
Mstep: Class 23 contains 10643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57710748.000000 Penalty: 67921.164062
Iteration 101Q: 22 clusters Score -5.771075e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 4438 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 5837 members 
Mstep: Class 10 contains 18865 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 97688 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 166130 members 
Mstep: Class 15 contains 90426 members 
Mstep: Class 16 contains 22262 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 20393 members 
Mstep: Class 21 contains 16214 members 
Mstep: Class 23 contains 10642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57710800.000000 Penalty: 67921.164062
Iteration 102Q: 22 clusters Score -5.77108e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 4496 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 5842 members 
Mstep: Class 10 contains 18857 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 97955 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 165642 members 
Mstep: Class 15 contains 90416 members 
Mstep: Class 16 contains 22283 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 916 members 
Mstep: Class 19 contains 20387 members 
Mstep: Class 21 contains 16372 members 
Mstep: Class 23 contains 10642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57710848.000000 Penalty: 67921.164062
Iteration 103Q: 22 clusters Score -5.771085e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 634 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 4561 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 5858 members 
Mstep: Class 10 contains 18848 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 98210 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 165165 members 
Mstep: Class 15 contains 90397 members 
Mstep: Class 16 contains 22305 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 20387 members 
Mstep: Class 21 contains 16521 members 
Mstep: Class 23 contains 10636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57710844.000000 Penalty: 67921.164062
Iteration 104Q: 22 clusters Score -5.771084e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 635 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 4631 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 5876 members 
Mstep: Class 10 contains 18840 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 98466 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 164699 members 
Mstep: Class 15 contains 90377 members 
Mstep: Class 16 contains 22314 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 20390 members 
Mstep: Class 21 contains 16663 members 
Mstep: Class 23 contains 10631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57710984.000000 Penalty: 67921.164062
Iteration 105Q: 22 clusters Score -5.771098e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 637 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 4719 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 5886 members 
Mstep: Class 10 contains 18837 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 98717 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 164231 members 
Mstep: Class 15 contains 90362 members 
Mstep: Class 16 contains 22325 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 20386 members 
Mstep: Class 21 contains 16799 members 
Mstep: Class 23 contains 10623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57710976.000000 Penalty: 67921.164062
Iteration 106Q: 22 clusters Score -5.771098e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 637 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 4795 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 5894 members 
Mstep: Class 10 contains 18837 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 99015 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 163714 members 
Mstep: Class 15 contains 90343 members 
Mstep: Class 16 contains 22336 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 920 members 
Mstep: Class 19 contains 20387 members 
Mstep: Class 21 contains 16941 members 
Mstep: Class 23 contains 10621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711080.000000 Penalty: 67921.164062
Iteration 107Q: 22 clusters Score -5.771108e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 637 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 4874 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 5912 members 
Mstep: Class 10 contains 18843 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 99331 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 163158 members 
Mstep: Class 15 contains 90327 members 
Mstep: Class 16 contains 22340 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 20385 members 
Mstep: Class 21 contains 17099 members 
Mstep: Class 23 contains 10613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711080.000000 Penalty: 67921.164062
Iteration 108Q: 22 clusters Score -5.771108e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 638 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 4943 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 5927 members 
Mstep: Class 10 contains 18851 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 99690 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 162591 members 
Mstep: Class 15 contains 90302 members 
Mstep: Class 16 contains 22346 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 20379 members 
Mstep: Class 21 contains 17244 members 
Mstep: Class 23 contains 10606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57710972.000000 Penalty: 67921.164062
Iteration 109Q: 22 clusters Score -5.771097e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 638 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 5007 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 5946 members 
Mstep: Class 10 contains 18866 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 100048 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 161996 members 
Mstep: Class 15 contains 90275 members 
Mstep: Class 16 contains 22368 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 20370 members 
Mstep: Class 21 contains 17404 members 
Mstep: Class 23 contains 10599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711124.000000 Penalty: 67921.164062
Iteration 110Q: 22 clusters Score -5.771112e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 5056 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 5964 members 
Mstep: Class 10 contains 18867 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 100430 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 161441 members 
Mstep: Class 15 contains 90236 members 
Mstep: Class 16 contains 22381 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 20353 members 
Mstep: Class 21 contains 17554 members 
Mstep: Class 23 contains 10596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711136.000000 Penalty: 67921.164062
Iteration 111Q: 22 clusters Score -5.771114e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 5135 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 5981 members 
Mstep: Class 10 contains 18867 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 100804 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 160830 members 
Mstep: Class 15 contains 90225 members 
Mstep: Class 16 contains 22396 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 20347 members 
Mstep: Class 21 contains 17702 members 
Mstep: Class 23 contains 10590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711352.000000 Penalty: 67921.164062
Iteration 112Q: 22 clusters Score -5.771135e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 5208 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 5992 members 
Mstep: Class 10 contains 18868 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 101159 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 160261 members 
Mstep: Class 15 contains 90211 members 
Mstep: Class 16 contains 22406 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 926 members 
Mstep: Class 19 contains 20338 members 
Mstep: Class 21 contains 17847 members 
Mstep: Class 23 contains 10585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711448.000000 Penalty: 67921.164062
Iteration 113Q: 22 clusters Score -5.771145e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 5283 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6004 members 
Mstep: Class 10 contains 18864 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 101536 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 159678 members 
Mstep: Class 15 contains 90190 members 
Mstep: Class 16 contains 22427 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 926 members 
Mstep: Class 19 contains 20326 members 
Mstep: Class 21 contains 17982 members 
Mstep: Class 23 contains 10585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711520.000000 Penalty: 67921.164062
Iteration 114Q: 22 clusters Score -5.771152e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 5362 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6012 members 
Mstep: Class 10 contains 18852 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 101877 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 159125 members 
Mstep: Class 15 contains 90193 members 
Mstep: Class 16 contains 22443 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 927 members 
Mstep: Class 19 contains 20323 members 
Mstep: Class 21 contains 18113 members 
Mstep: Class 23 contains 10574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711564.000000 Penalty: 67921.164062
Iteration 115Q: 22 clusters Score -5.771156e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 5435 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6022 members 
Mstep: Class 10 contains 18854 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 102242 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 158549 members 
Mstep: Class 15 contains 90181 members 
Mstep: Class 16 contains 22460 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 928 members 
Mstep: Class 19 contains 20315 members 
Mstep: Class 21 contains 18251 members 
Mstep: Class 23 contains 10564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711728.000000 Penalty: 67921.164062
Iteration 116Q: 22 clusters Score -5.771173e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 5525 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6031 members 
Mstep: Class 10 contains 18867 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 102612 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 157926 members 
Mstep: Class 15 contains 90182 members 
Mstep: Class 16 contains 22474 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 931 members 
Mstep: Class 19 contains 20310 members 
Mstep: Class 21 contains 18388 members 
Mstep: Class 23 contains 10554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711824.000000 Penalty: 67921.164062
Iteration 117Q: 22 clusters Score -5.771182e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 5628 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6035 members 
Mstep: Class 10 contains 18879 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 103037 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 157251 members 
Mstep: Class 15 contains 90188 members 
Mstep: Class 16 contains 22494 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 935 members 
Mstep: Class 19 contains 20299 members 
Mstep: Class 21 contains 18512 members 
Mstep: Class 23 contains 10541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711836.000000 Penalty: 67921.164062
Iteration 118Q: 22 clusters Score -5.771184e+07 nChanged 949
Entering ConstructFrom: 
Score: -57711836.000000 Penalty: 67921.164062
Entering ConstructFrom: 
Trying to split cluster 1 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -47968.328125 Penalty: 1493.213745
	Iteration 0F: 2 clusters Score -47968.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -46539.722656 Penalty: 2986.427490
	Iteration 0F: 3 clusters Score -46539.72 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -46726.390625 Penalty: 2986.427490
	Iteration 1F: 3 clusters Score -46726.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46764.722656 Penalty: 2986.427490
	Iteration 2Q: 3 clusters Score -46764.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46775.621094 Penalty: 2986.427490
	Iteration 3Q: 3 clusters Score -46775.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -46780.304688 Penalty: 2986.427490
	Iteration 4Q: 3 clusters Score -46780.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46787.484375 Penalty: 2986.427490
	Iteration 5Q: 3 clusters Score -46787.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -46791.437500 Penalty: 2986.427490
	Iteration 6Q: 3 clusters Score -46791.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46793.820312 Penalty: 2986.427490
	Iteration 7Q: 3 clusters Score -46793.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -46796.058594 Penalty: 2986.427490
	Iteration 8Q: 3 clusters Score -46796.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46797.917969 Penalty: 2986.427490
	Iteration 9Q: 3 clusters Score -46797.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46797.917969 Penalty: 2986.427490
	Iteration 10F: 3 clusters Score -46797.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -59214.046875 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -59214.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -57668.996094 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -57669 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -57867.558594 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -57867.56 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -58121.324219 Penalty: 3115.076416
	Iteration 2Q: 3 clusters Score -58121.32 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -58207.347656 Penalty: 3115.076416
	Iteration 3F: 3 clusters Score -58207.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -58244.207031 Penalty: 3115.076416
	Iteration 4Q: 3 clusters Score -58244.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -58267.125000 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -58267.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -58308.230469 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -58308.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -58366.589844 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -58366.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -58452.113281 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -58452.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -58506.597656 Penalty: 3115.076416
	Iteration 9Q: 3 clusters Score -58506.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -58523.980469 Penalty: 3115.076416
	Iteration 10Q: 3 clusters Score -58523.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -58529.867188 Penalty: 3115.076416
	Iteration 11Q: 3 clusters Score -58529.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -58530.949219 Penalty: 3115.076416
	Iteration 12Q: 3 clusters Score -58530.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -58530.949219 Penalty: 3115.076416
	Iteration 13F: 3 clusters Score -58530.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Entering Unmasked Estep 
Score: -69079.179688 Penalty: 1611.200195
	Iteration 0F: 2 clusters Score -69079.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -67445.875000 Penalty: 3222.400391
	Iteration 0F: 3 clusters Score -67445.88 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -67766.750000 Penalty: 3222.400391
	Iteration 1F: 3 clusters Score -67766.75 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -67943.062500 Penalty: 3222.400391
	Iteration 2F: 3 clusters Score -67943.06 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -68135.250000 Penalty: 3222.400391
	Iteration 3F: 3 clusters Score -68135.25 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -68368.507812 Penalty: 3222.400391
	Iteration 4F: 3 clusters Score -68368.51 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -68538.484375 Penalty: 3222.400391
	Iteration 5F: 3 clusters Score -68538.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -68631.351562 Penalty: 3222.400391
	Iteration 6Q: 3 clusters Score -68631.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -68702.039062 Penalty: 3222.400391
	Iteration 7Q: 3 clusters Score -68702.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -68784.984375 Penalty: 3222.400391
	Iteration 8Q: 3 clusters Score -68784.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -68956.093750 Penalty: 3222.400391
	Iteration 9Q: 3 clusters Score -68956.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -69135.070312 Penalty: 3222.400391
	Iteration 10Q: 3 clusters Score -69135.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -69285.296875 Penalty: 3222.400391
	Iteration 11Q: 3 clusters Score -69285.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -69306.953125 Penalty: 3222.400391
	Iteration 12Q: 3 clusters Score -69306.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -69340.507812 Penalty: 3222.400391
	Iteration 13Q: 3 clusters Score -69340.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -69361.867188 Penalty: 3222.400391
	Iteration 14Q: 3 clusters Score -69361.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -69389.304688 Penalty: 3222.400391
	Iteration 15Q: 3 clusters Score -69389.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -69408.328125 Penalty: 3222.400391
	Iteration 16Q: 3 clusters Score -69408.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -69420.203125 Penalty: 3222.400391
	Iteration 17Q: 3 clusters Score -69420.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -69441.679688 Penalty: 3222.400391
	Iteration 18Q: 3 clusters Score -69441.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -69441.679688 Penalty: 3222.400391
	Iteration 19F: 3 clusters Score -69441.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 391 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 5704 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6053 members 
Mstep: Class 10 contains 18889 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 103477 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 156559 members 
Mstep: Class 15 contains 90192 members 
Mstep: Class 16 contains 22525 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 939 members 
Mstep: Class 19 contains 20286 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 18642 members 
Mstep: Class 23 contains 10533 members 
Entering Unmasked Estep 
Score: -57710696.000000 Penalty: 71155.500000
Splitting cluster 3 changes total score from -57711836.000000 to -57710696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Entering Unmasked Estep 
Score: -161003.703125 Penalty: 1775.118408
	Iteration 0F: 2 clusters Score -161003.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -158874.421875 Penalty: 3550.236816
	Iteration 0F: 3 clusters Score -158874.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -159209.531250 Penalty: 3550.236816
	Iteration 1F: 3 clusters Score -159209.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -159285.531250 Penalty: 3550.236816
	Iteration 2F: 3 clusters Score -159285.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -159319.156250 Penalty: 3550.236816
	Iteration 3Q: 3 clusters Score -159319.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -159340.625000 Penalty: 3550.236816
	Iteration 4Q: 3 clusters Score -159340.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -159352.843750 Penalty: 3550.236816
	Iteration 5Q: 3 clusters Score -159352.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -159357.531250 Penalty: 3550.236816
	Iteration 6Q: 3 clusters Score -159357.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -159361.906250 Penalty: 3550.236816
	Iteration 7Q: 3 clusters Score -159361.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -159363.140625 Penalty: 3550.236816
	Iteration 8Q: 3 clusters Score -159363.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -159367.984375 Penalty: 3550.236816
	Iteration 9Q: 3 clusters Score -159368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -159373.843750 Penalty: 3550.236816
	Iteration 10Q: 3 clusters Score -159373.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -159376.296875 Penalty: 3550.236816
	Iteration 11Q: 3 clusters Score -159376.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -159376.859375 Penalty: 3550.236816
	Iteration 12Q: 3 clusters Score -159376.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -159377.484375 Penalty: 3550.236816
	Iteration 13Q: 3 clusters Score -159377.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -159377.484375 Penalty: 3550.236816
	Iteration 14F: 3 clusters Score -159377.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Entering Unmasked Estep 
Score: -79048.343750 Penalty: 1602.056396
	Iteration 0F: 2 clusters Score -79048.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -77362.789062 Penalty: 3204.112793
	Iteration 0F: 3 clusters Score -77362.79 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -77605.359375 Penalty: 3204.112793
	Iteration 1F: 3 clusters Score -77605.36 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -77673.859375 Penalty: 3204.112793
	Iteration 2F: 3 clusters Score -77673.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -77692.164062 Penalty: 3204.112793
	Iteration 3Q: 3 clusters Score -77692.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -77697.531250 Penalty: 3204.112793
	Iteration 4Q: 3 clusters Score -77697.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -77702.429688 Penalty: 3204.112793
	Iteration 5Q: 3 clusters Score -77702.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -77704.695312 Penalty: 3204.112793
	Iteration 6Q: 3 clusters Score -77704.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -77704.695312 Penalty: 3204.112793
	Iteration 7F: 3 clusters Score -77704.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -45203.906250 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -45203.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43890.296875 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -43890.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -44223.777344 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -44223.78 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -44499.359375 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -44499.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -44875.503906 Penalty: 2993.598877
	Iteration 3F: 3 clusters Score -44875.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -45070.703125 Penalty: 2993.598877
	Iteration 4F: 3 clusters Score -45070.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -45169.050781 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -45169.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -45184.597656 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -45184.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -45207.113281 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -45207.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -45211.617188 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -45211.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -45217.613281 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -45217.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -45217.613281 Penalty: 2993.598877
	Iteration 10F: 3 clusters Score -45217.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 95 members 
Mstep: Class 7 contains 5704 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6053 members 
Mstep: Class 10 contains 18889 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 103477 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 156559 members 
Mstep: Class 15 contains 90192 members 
Mstep: Class 16 contains 22525 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 939 members 
Mstep: Class 19 contains 20286 members 
Mstep: Class 20 contains 323 members 
Mstep: Class 21 contains 18642 members 
Mstep: Class 23 contains 10533 members 
Entering Unmasked Estep 
Score: -57710156.000000 Penalty: 71155.500000
Splitting cluster 6 changes total score from -57711836.000000 to -57710156.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (5704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Entering Unmasked Estep 
Score: -740613.375000 Penalty: 2144.932861
	Iteration 0F: 2 clusters Score -740613.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -735598.062500 Penalty: 4289.865723
	Iteration 0F: 3 clusters Score -735598.1 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -736816.000000 Penalty: 4289.865723
	Iteration 1F: 3 clusters Score -736816 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -737047.812500 Penalty: 4289.865723
	Iteration 2F: 3 clusters Score -737047.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -737223.000000 Penalty: 4289.865723
	Iteration 3F: 3 clusters Score -737223 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -737378.000000 Penalty: 4289.865723
	Iteration 4Q: 3 clusters Score -737378 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -737503.437500 Penalty: 4289.865723
	Iteration 5Q: 3 clusters Score -737503.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -737614.250000 Penalty: 4289.865723
	Iteration 6Q: 3 clusters Score -737614.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -737728.875000 Penalty: 4289.865723
	Iteration 7Q: 3 clusters Score -737728.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -737862.062500 Penalty: 4289.865723
	Iteration 8Q: 3 clusters Score -737862.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -737997.000000 Penalty: 4289.865723
	Iteration 9Q: 3 clusters Score -737997 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -738116.812500 Penalty: 4289.865723
	Iteration 10Q: 3 clusters Score -738116.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -738231.625000 Penalty: 4289.865723
	Iteration 11Q: 3 clusters Score -738231.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -738349.125000 Penalty: 4289.865723
	Iteration 12Q: 3 clusters Score -738349.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -738431.687500 Penalty: 4289.865723
	Iteration 13Q: 3 clusters Score -738431.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -738490.437500 Penalty: 4289.865723
	Iteration 14Q: 3 clusters Score -738490.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -738533.062500 Penalty: 4289.865723
	Iteration 15Q: 3 clusters Score -738533.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -738569.000000 Penalty: 4289.865723
	Iteration 16Q: 3 clusters Score -738569 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -738602.125000 Penalty: 4289.865723
	Iteration 17Q: 3 clusters Score -738602.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -738627.500000 Penalty: 4289.865723
	Iteration 18Q: 3 clusters Score -738627.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -738654.375000 Penalty: 4289.865723
	Iteration 19Q: 3 clusters Score -738654.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -738671.250000 Penalty: 4289.865723
	Iteration 20F: 3 clusters Score -738671.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -738681.937500 Penalty: 4289.865723
	Iteration 21Q: 3 clusters Score -738681.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -738700.375000 Penalty: 4289.865723
	Iteration 22Q: 3 clusters Score -738700.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -738715.250000 Penalty: 4289.865723
	Iteration 23Q: 3 clusters Score -738715.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -738726.687500 Penalty: 4289.865723
	Iteration 24Q: 3 clusters Score -738726.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -738734.687500 Penalty: 4289.865723
	Iteration 25Q: 3 clusters Score -738734.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -738744.562500 Penalty: 4289.865723
	Iteration 26Q: 3 clusters Score -738744.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -738752.562500 Penalty: 4289.865723
	Iteration 27Q: 3 clusters Score -738752.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -738760.062500 Penalty: 4289.865723
	Iteration 28Q: 3 clusters Score -738760.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -738763.375000 Penalty: 4289.865723
	Iteration 29Q: 3 clusters Score -738763.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -738767.750000 Penalty: 4289.865723
	Iteration 30Q: 3 clusters Score -738767.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -738770.187500 Penalty: 4289.865723
	Iteration 31Q: 3 clusters Score -738770.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -738772.500000 Penalty: 4289.865723
	Iteration 32Q: 3 clusters Score -738772.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -738772.500000 Penalty: 4289.865723
	Iteration 33F: 3 clusters Score -738772.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Entering Unmasked Estep 
Score: -179173.562500 Penalty: 1800.957886
	Iteration 0F: 2 clusters Score -179173.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -176988.734375 Penalty: 3601.915771
	Iteration 0F: 3 clusters Score -176988.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -177399.312500 Penalty: 3601.915771
	Iteration 1F: 3 clusters Score -177399.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -177531.625000 Penalty: 3601.915771
	Iteration 2F: 3 clusters Score -177531.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -177589.593750 Penalty: 3601.915771
	Iteration 3Q: 3 clusters Score -177589.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -177635.546875 Penalty: 3601.915771
	Iteration 4Q: 3 clusters Score -177635.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -177663.671875 Penalty: 3601.915771
	Iteration 5Q: 3 clusters Score -177663.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -177691.687500 Penalty: 3601.915771
	Iteration 6Q: 3 clusters Score -177691.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -177728.031250 Penalty: 3601.915771
	Iteration 7Q: 3 clusters Score -177728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -177744.000000 Penalty: 3601.915771
	Iteration 8Q: 3 clusters Score -177744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -177757.187500 Penalty: 3601.915771
	Iteration 9Q: 3 clusters Score -177757.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -177767.156250 Penalty: 3601.915771
	Iteration 10Q: 3 clusters Score -177767.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -177780.781250 Penalty: 3601.915771
	Iteration 11Q: 3 clusters Score -177780.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -177783.296875 Penalty: 3601.915771
	Iteration 12Q: 3 clusters Score -177783.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -177786.781250 Penalty: 3601.915771
	Iteration 13Q: 3 clusters Score -177786.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -177788.421875 Penalty: 3601.915771
	Iteration 14Q: 3 clusters Score -177788.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -177789.875000 Penalty: 3601.915771
	Iteration 15Q: 3 clusters Score -177789.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -177792.234375 Penalty: 3601.915771
	Iteration 16Q: 3 clusters Score -177792.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -177794.187500 Penalty: 3601.915771
	Iteration 17Q: 3 clusters Score -177794.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -177794.187500 Penalty: 3601.915771
	Iteration 18F: 3 clusters Score -177794.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Entering Unmasked Estep 
Score: -772258.937500 Penalty: 2159.660645
	Iteration 0F: 2 clusters Score -772258.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -767065.250000 Penalty: 4319.321289
	Iteration 0F: 3 clusters Score -767065.2 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -768370.187500 Penalty: 4319.321289
	Iteration 1F: 3 clusters Score -768370.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -768603.375000 Penalty: 4319.321289
	Iteration 2F: 3 clusters Score -768603.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -768767.000000 Penalty: 4319.321289
	Iteration 3F: 3 clusters Score -768767 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -768884.812500 Penalty: 4319.321289
	Iteration 4Q: 3 clusters Score -768884.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -768991.562500 Penalty: 4319.321289
	Iteration 5Q: 3 clusters Score -768991.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -769109.687500 Penalty: 4319.321289
	Iteration 6Q: 3 clusters Score -769109.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -769264.125000 Penalty: 4319.321289
	Iteration 7Q: 3 clusters Score -769264.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -769415.687500 Penalty: 4319.321289
	Iteration 8Q: 3 clusters Score -769415.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -769578.187500 Penalty: 4319.321289
	Iteration 9Q: 3 clusters Score -769578.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -769718.937500 Penalty: 4319.321289
	Iteration 10Q: 3 clusters Score -769718.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -769838.562500 Penalty: 4319.321289
	Iteration 11Q: 3 clusters Score -769838.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -769947.625000 Penalty: 4319.321289
	Iteration 12Q: 3 clusters Score -769947.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -770037.250000 Penalty: 4319.321289
	Iteration 13Q: 3 clusters Score -770037.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -770117.312500 Penalty: 4319.321289
	Iteration 14Q: 3 clusters Score -770117.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -770176.562500 Penalty: 4319.321289
	Iteration 15Q: 3 clusters Score -770176.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -770222.437500 Penalty: 4319.321289
	Iteration 16Q: 3 clusters Score -770222.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -770264.125000 Penalty: 4319.321289
	Iteration 17Q: 3 clusters Score -770264.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -770302.875000 Penalty: 4319.321289
	Iteration 18Q: 3 clusters Score -770302.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -770340.000000 Penalty: 4319.321289
	Iteration 19Q: 3 clusters Score -770340 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -770362.312500 Penalty: 4319.321289
	Iteration 20F: 3 clusters Score -770362.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -770384.000000 Penalty: 4319.321289
	Iteration 21Q: 3 clusters Score -770384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -770394.625000 Penalty: 4319.321289
	Iteration 22Q: 3 clusters Score -770394.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -770405.812500 Penalty: 4319.321289
	Iteration 23Q: 3 clusters Score -770405.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -770411.250000 Penalty: 4319.321289
	Iteration 24Q: 3 clusters Score -770411.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -770420.750000 Penalty: 4319.321289
	Iteration 25Q: 3 clusters Score -770420.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -770428.125000 Penalty: 4319.321289
	Iteration 26Q: 3 clusters Score -770428.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -770430.187500 Penalty: 4319.321289
	Iteration 27Q: 3 clusters Score -770430.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -770432.250000 Penalty: 4319.321289
	Iteration 28Q: 3 clusters Score -770432.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -770431.687500 Penalty: 4319.321289
	Iteration 29Q: 3 clusters Score -770431.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -770431.687500 Penalty: 4319.321289
	Iteration 30F: 3 clusters Score -770431.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Entering Unmasked Estep 
Score: -2450896.750000 Penalty: 2441.891113
	Iteration 0F: 2 clusters Score -2450897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2437495.500000 Penalty: 4883.782227
	Iteration 0F: 3 clusters Score -2437496 nChanged 8316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -2441873.750000 Penalty: 4883.782227
	Iteration 1F: 3 clusters Score -2441874 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2442257.250000 Penalty: 4883.782227
	Iteration 2F: 3 clusters Score -2442257 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -2442595.250000 Penalty: 4883.782227
	Iteration 3Q: 3 clusters Score -2442595 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2442926.250000 Penalty: 4883.782227
	Iteration 4Q: 3 clusters Score -2442926 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2443265.250000 Penalty: 4883.782227
	Iteration 5Q: 3 clusters Score -2443265 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -2443610.750000 Penalty: 4883.782227
	Iteration 6Q: 3 clusters Score -2443611 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2443950.000000 Penalty: 4883.782227
	Iteration 7Q: 3 clusters Score -2443950 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -2444303.000000 Penalty: 4883.782227
	Iteration 8Q: 3 clusters Score -2444303 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -2444696.500000 Penalty: 4883.782227
	Iteration 9Q: 3 clusters Score -2444696 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2445130.750000 Penalty: 4883.782227
	Iteration 10Q: 3 clusters Score -2445131 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2445551.250000 Penalty: 4883.782227
	Iteration 11Q: 3 clusters Score -2445551 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2445955.000000 Penalty: 4883.782227
	Iteration 12Q: 3 clusters Score -2445955 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2446267.500000 Penalty: 4883.782227
	Iteration 13Q: 3 clusters Score -2446268 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2446455.500000 Penalty: 4883.782227
	Iteration 14Q: 3 clusters Score -2446456 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -2446540.500000 Penalty: 4883.782227
	Iteration 15Q: 3 clusters Score -2446540 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2446594.250000 Penalty: 4883.782227
	Iteration 16Q: 3 clusters Score -2446594 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -2446624.000000 Penalty: 4883.782227
	Iteration 17Q: 3 clusters Score -2446624 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -2446654.000000 Penalty: 4883.782227
	Iteration 18Q: 3 clusters Score -2446654 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -2446668.750000 Penalty: 4883.782227
	Iteration 19Q: 3 clusters Score -2446669 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -2446684.000000 Penalty: 4883.782227
	Iteration 20F: 3 clusters Score -2446684 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2446694.000000 Penalty: 4883.782227
	Iteration 21Q: 3 clusters Score -2446694 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -2446696.500000 Penalty: 4883.782227
	Iteration 22Q: 3 clusters Score -2446696 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -2446709.500000 Penalty: 4883.782227
	Iteration 23Q: 3 clusters Score -2446710 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2446714.000000 Penalty: 4883.782227
	Iteration 24Q: 3 clusters Score -2446714 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -2446718.750000 Penalty: 4883.782227
	Iteration 25Q: 3 clusters Score -2446719 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2446723.000000 Penalty: 4883.782227
	Iteration 26Q: 3 clusters Score -2446723 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -2446722.250000 Penalty: 4883.782227
	Iteration 27Q: 3 clusters Score -2446722 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -2446722.000000 Penalty: 4883.782227
	Iteration 28Q: 3 clusters Score -2446722 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2446724.250000 Penalty: 4883.782227
	Iteration 29Q: 3 clusters Score -2446724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -2446728.750000 Penalty: 4883.782227
	Iteration 30Q: 3 clusters Score -2446729 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -2446731.250000 Penalty: 4883.782227
	Iteration 31Q: 3 clusters Score -2446731 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2446737.500000 Penalty: 4883.782227
	Iteration 32Q: 3 clusters Score -2446738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2446732.500000 Penalty: 4883.782227
	Iteration 33Q: 3 clusters Score -2446732 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -2446740.000000 Penalty: 4883.782227
	Iteration 34Q: 3 clusters Score -2446740 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2446749.250000 Penalty: 4883.782227
	Iteration 35Q: 3 clusters Score -2446749 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -2446745.750000 Penalty: 4883.782227
	Iteration 36Q: 3 clusters Score -2446746 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2446752.000000 Penalty: 4883.782227
	Iteration 37Q: 3 clusters Score -2446752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -2446750.500000 Penalty: 4883.782227
	Iteration 38Q: 3 clusters Score -2446750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2446757.250000 Penalty: 4883.782227
	Iteration 39Q: 3 clusters Score -2446757 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2446756.750000 Penalty: 4883.782227
	Iteration 40F: 3 clusters Score -2446757 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -2446758.250000 Penalty: 4883.782227
	Iteration 41Q: 3 clusters Score -2446758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -2446759.250000 Penalty: 4883.782227
	Iteration 42Q: 3 clusters Score -2446759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -2446759.750000 Penalty: 4883.782227
	Iteration 43Q: 3 clusters Score -2446760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -2446766.500000 Penalty: 4883.782227
	Iteration 44Q: 3 clusters Score -2446766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2446766.000000 Penalty: 4883.782227
	Iteration 45Q: 3 clusters Score -2446766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -2446758.500000 Penalty: 4883.782227
	Iteration 46Q: 3 clusters Score -2446758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -2446757.250000 Penalty: 4883.782227
	Iteration 47Q: 3 clusters Score -2446757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2446756.500000 Penalty: 4883.782227
	Iteration 48Q: 3 clusters Score -2446756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -2446761.000000 Penalty: 4883.782227
	Iteration 49Q: 3 clusters Score -2446761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -2446765.750000 Penalty: 4883.782227
	Iteration 50Q: 3 clusters Score -2446766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -2446767.250000 Penalty: 4883.782227
	Iteration 51Q: 3 clusters Score -2446767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -2446766.750000 Penalty: 4883.782227
	Iteration 52Q: 3 clusters Score -2446767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -2446769.750000 Penalty: 4883.782227
	Iteration 53Q: 3 clusters Score -2446770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2446771.500000 Penalty: 4883.782227
	Iteration 54Q: 3 clusters Score -2446772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -2446771.250000 Penalty: 4883.782227
	Iteration 55Q: 3 clusters Score -2446771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -2446771.000000 Penalty: 4883.782227
	Iteration 56Q: 3 clusters Score -2446771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2446767.250000 Penalty: 4883.782227
	Iteration 57Q: 3 clusters Score -2446767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2446771.750000 Penalty: 4883.782227
	Iteration 58Q: 3 clusters Score -2446772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2446771.000000 Penalty: 4883.782227
	Iteration 59Q: 3 clusters Score -2446771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -2446772.500000 Penalty: 4883.782227
	Iteration 60F: 3 clusters Score -2446772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2446769.750000 Penalty: 4883.782227
	Iteration 61Q: 3 clusters Score -2446770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2446767.000000 Penalty: 4883.782227
	Iteration 62Q: 3 clusters Score -2446767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -2446774.750000 Penalty: 4883.782227
	Iteration 63Q: 3 clusters Score -2446775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2446765.000000 Penalty: 4883.782227
	Iteration 64Q: 3 clusters Score -2446765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2446767.000000 Penalty: 4883.782227
	Iteration 65Q: 3 clusters Score -2446767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2446765.500000 Penalty: 4883.782227
	Iteration 66Q: 3 clusters Score -2446766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -2446767.000000 Penalty: 4883.782227
	Iteration 67Q: 3 clusters Score -2446767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2446768.250000 Penalty: 4883.782227
	Iteration 68Q: 3 clusters Score -2446768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2446771.500000 Penalty: 4883.782227
	Iteration 69Q: 3 clusters Score -2446772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2446773.750000 Penalty: 4883.782227
	Iteration 70Q: 3 clusters Score -2446774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2446776.500000 Penalty: 4883.782227
	Iteration 71Q: 3 clusters Score -2446776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2446773.500000 Penalty: 4883.782227
	Iteration 72Q: 3 clusters Score -2446774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -2446775.500000 Penalty: 4883.782227
	Iteration 73Q: 3 clusters Score -2446776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2446775.000000 Penalty: 4883.782227
	Iteration 74Q: 3 clusters Score -2446775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -2446780.000000 Penalty: 4883.782227
	Iteration 75Q: 3 clusters Score -2446780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -2446780.750000 Penalty: 4883.782227
	Iteration 76Q: 3 clusters Score -2446781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2446779.750000 Penalty: 4883.782227
	Iteration 77Q: 3 clusters Score -2446780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -2446779.500000 Penalty: 4883.782227
	Iteration 78Q: 3 clusters Score -2446780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2446781.250000 Penalty: 4883.782227
	Iteration 79Q: 3 clusters Score -2446781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2446789.250000 Penalty: 4883.782227
	Iteration 80F: 3 clusters Score -2446789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -2446786.000000 Penalty: 4883.782227
	Iteration 81Q: 3 clusters Score -2446786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -2446790.750000 Penalty: 4883.782227
	Iteration 82Q: 3 clusters Score -2446791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -2446795.500000 Penalty: 4883.782227
	Iteration 83Q: 3 clusters Score -2446796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -2446795.000000 Penalty: 4883.782227
	Iteration 84Q: 3 clusters Score -2446795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -2446800.250000 Penalty: 4883.782227
	Iteration 85Q: 3 clusters Score -2446800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2446798.500000 Penalty: 4883.782227
	Iteration 86Q: 3 clusters Score -2446798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -2446798.750000 Penalty: 4883.782227
	Iteration 87Q: 3 clusters Score -2446799 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2446796.000000 Penalty: 4883.782227
	Iteration 88Q: 3 clusters Score -2446796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2446799.750000 Penalty: 4883.782227
	Iteration 89Q: 3 clusters Score -2446800 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -2446804.500000 Penalty: 4883.782227
	Iteration 90Q: 3 clusters Score -2446804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -2446808.750000 Penalty: 4883.782227
	Iteration 91Q: 3 clusters Score -2446809 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2446815.000000 Penalty: 4883.782227
	Iteration 92Q: 3 clusters Score -2446815 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -2446815.750000 Penalty: 4883.782227
	Iteration 93Q: 3 clusters Score -2446816 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -2446827.000000 Penalty: 4883.782227
	Iteration 94Q: 3 clusters Score -2446827 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2446827.500000 Penalty: 4883.782227
	Iteration 95Q: 3 clusters Score -2446828 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2446831.000000 Penalty: 4883.782227
	Iteration 96Q: 3 clusters Score -2446831 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -2446834.250000 Penalty: 4883.782227
	Iteration 97Q: 3 clusters Score -2446834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2446829.750000 Penalty: 4883.782227
	Iteration 98Q: 3 clusters Score -2446830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -2446834.250000 Penalty: 4883.782227
	Iteration 99Q: 3 clusters Score -2446834 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2446838.250000 Penalty: 4883.782227
	Iteration 100F: 3 clusters Score -2446838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -2446834.000000 Penalty: 4883.782227
	Iteration 101Q: 3 clusters Score -2446834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -2446836.250000 Penalty: 4883.782227
	Iteration 102Q: 3 clusters Score -2446836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2446839.750000 Penalty: 4883.782227
	Iteration 103Q: 3 clusters Score -2446840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2446844.750000 Penalty: 4883.782227
	Iteration 104Q: 3 clusters Score -2446845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -2446844.750000 Penalty: 4883.782227
	Iteration 105Q: 3 clusters Score -2446845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -2446843.750000 Penalty: 4883.782227
	Iteration 106Q: 3 clusters Score -2446844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -2446845.250000 Penalty: 4883.782227
	Iteration 107Q: 3 clusters Score -2446845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -2446850.250000 Penalty: 4883.782227
	Iteration 108Q: 3 clusters Score -2446850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -2446847.750000 Penalty: 4883.782227
	Iteration 109Q: 3 clusters Score -2446848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -2446852.500000 Penalty: 4883.782227
	Iteration 110Q: 3 clusters Score -2446852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -2446855.500000 Penalty: 4883.782227
	Iteration 111Q: 3 clusters Score -2446856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2446852.000000 Penalty: 4883.782227
	Iteration 112Q: 3 clusters Score -2446852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -2446850.250000 Penalty: 4883.782227
	Iteration 113Q: 3 clusters Score -2446850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -2446854.250000 Penalty: 4883.782227
	Iteration 114Q: 3 clusters Score -2446854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -2446857.250000 Penalty: 4883.782227
	Iteration 115Q: 3 clusters Score -2446857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -2446854.250000 Penalty: 4883.782227
	Iteration 116Q: 3 clusters Score -2446854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -2446857.500000 Penalty: 4883.782227
	Iteration 117Q: 3 clusters Score -2446858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2446859.250000 Penalty: 4883.782227
	Iteration 118Q: 3 clusters Score -2446859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -2446865.250000 Penalty: 4883.782227
	Iteration 119Q: 3 clusters Score -2446865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -2446865.750000 Penalty: 4883.782227
	Iteration 120F: 3 clusters Score -2446866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -2446864.000000 Penalty: 4883.782227
	Iteration 121Q: 3 clusters Score -2446864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -2446864.000000 Penalty: 4883.782227
	Iteration 122Q: 3 clusters Score -2446864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -2446859.500000 Penalty: 4883.782227
	Iteration 123Q: 3 clusters Score -2446860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -2446861.250000 Penalty: 4883.782227
	Iteration 124Q: 3 clusters Score -2446861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2446863.750000 Penalty: 4883.782227
	Iteration 125Q: 3 clusters Score -2446864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2446863.250000 Penalty: 4883.782227
	Iteration 126Q: 3 clusters Score -2446863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2446865.750000 Penalty: 4883.782227
	Iteration 127Q: 3 clusters Score -2446866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -2446865.750000 Penalty: 4883.782227
	Iteration 128Q: 3 clusters Score -2446866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -2446869.500000 Penalty: 4883.782227
	Iteration 129Q: 3 clusters Score -2446870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -2446871.500000 Penalty: 4883.782227
	Iteration 130Q: 3 clusters Score -2446872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -2446866.500000 Penalty: 4883.782227
	Iteration 131Q: 3 clusters Score -2446866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -2446866.500000 Penalty: 4883.782227
	Iteration 132Q: 3 clusters Score -2446866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -2446869.500000 Penalty: 4883.782227
	Iteration 133Q: 3 clusters Score -2446870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -2446867.500000 Penalty: 4883.782227
	Iteration 134Q: 3 clusters Score -2446868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -2446867.750000 Penalty: 4883.782227
	Iteration 135Q: 3 clusters Score -2446868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2446869.500000 Penalty: 4883.782227
	Iteration 136Q: 3 clusters Score -2446870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -2446872.250000 Penalty: 4883.782227
	Iteration 137Q: 3 clusters Score -2446872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -2446872.750000 Penalty: 4883.782227
	Iteration 138Q: 3 clusters Score -2446873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2446870.500000 Penalty: 4883.782227
	Iteration 139Q: 3 clusters Score -2446870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -2446869.000000 Penalty: 4883.782227
	Iteration 140F: 3 clusters Score -2446869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -2446867.750000 Penalty: 4883.782227
	Iteration 141Q: 3 clusters Score -2446868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -2446868.500000 Penalty: 4883.782227
	Iteration 142Q: 3 clusters Score -2446868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -2446866.000000 Penalty: 4883.782227
	Iteration 143Q: 3 clusters Score -2446866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -2446869.500000 Penalty: 4883.782227
	Iteration 144Q: 3 clusters Score -2446870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -2446868.750000 Penalty: 4883.782227
	Iteration 145Q: 3 clusters Score -2446869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -2446868.750000 Penalty: 4883.782227
	Iteration 146F: 3 clusters Score -2446869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -28302.169922 Penalty: 1397.427734
	Iteration 0F: 2 clusters Score -28302.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -27109.316406 Penalty: 2794.855469
	Iteration 0F: 3 clusters Score -27109.32 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -27278.544922 Penalty: 2794.855469
	Iteration 1F: 3 clusters Score -27278.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27316.087891 Penalty: 2794.855469
	Iteration 2Q: 3 clusters Score -27316.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -27329.103516 Penalty: 2794.855469
	Iteration 3Q: 3 clusters Score -27329.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27332.738281 Penalty: 2794.855469
	Iteration 4Q: 3 clusters Score -27332.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -27335.863281 Penalty: 2794.855469
	Iteration 5Q: 3 clusters Score -27335.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27343.988281 Penalty: 2794.855469
	Iteration 6Q: 3 clusters Score -27343.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27347.599609 Penalty: 2794.855469
	Iteration 7Q: 3 clusters Score -27347.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27347.599609 Penalty: 2794.855469
	Iteration 8F: 3 clusters Score -27347.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (103477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103477 members 
Entering Unmasked Estep 
Score: -13135568.000000 Penalty: 2863.681885
	Iteration 0F: 2 clusters Score -1.313557e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51758 members 
Mstep: Class 2 contains 51719 members 
Entering Unmasked Estep 
Score: -13066309.000000 Penalty: 5727.363770
	Iteration 0F: 3 clusters Score -1.306631e+07 nChanged 48895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52395 members 
Mstep: Class 2 contains 51082 members 
Entering Unmasked Estep 
Score: -13093630.000000 Penalty: 5727.363770
	Iteration 1F: 3 clusters Score -1.309363e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52801 members 
Mstep: Class 2 contains 50676 members 
Entering Unmasked Estep 
Score: -13094180.000000 Penalty: 5727.363770
	Iteration 2Q: 3 clusters Score -1.309418e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53385 members 
Mstep: Class 2 contains 50092 members 
Entering Unmasked Estep 
Score: -13094831.000000 Penalty: 5727.363770
	Iteration 3Q: 3 clusters Score -1.309483e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54290 members 
Mstep: Class 2 contains 49187 members 
Entering Unmasked Estep 
Score: -13095537.000000 Penalty: 5727.363770
	Iteration 4Q: 3 clusters Score -1.309554e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55574 members 
Mstep: Class 2 contains 47903 members 
Entering Unmasked Estep 
Score: -13096307.000000 Penalty: 5727.363770
	Iteration 5Q: 3 clusters Score -1.309631e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57446 members 
Mstep: Class 2 contains 46031 members 
Entering Unmasked Estep 
Score: -13097609.000000 Penalty: 5727.363770
	Iteration 6Q: 3 clusters Score -1.309761e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60172 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -13099415.000000 Penalty: 5727.363770
	Iteration 7Q: 3 clusters Score -1.309942e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63945 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -13102354.000000 Penalty: 5727.363770
	Iteration 8F: 3 clusters Score -1.310235e+07 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68649 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -13107112.000000 Penalty: 5727.363770
	Iteration 9F: 3 clusters Score -1.310711e+07 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73586 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -13113663.000000 Penalty: 5727.363770
	Iteration 10F: 3 clusters Score -1.311366e+07 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77191 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -13119755.000000 Penalty: 5727.363770
	Iteration 11F: 3 clusters Score -1.311976e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79328 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -13123227.000000 Penalty: 5727.363770
	Iteration 12Q: 3 clusters Score -1.312323e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80862 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -13124991.000000 Penalty: 5727.363770
	Iteration 13Q: 3 clusters Score -1.312499e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82226 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -13126293.000000 Penalty: 5727.363770
	Iteration 14Q: 3 clusters Score -1.312629e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83533 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -13127368.000000 Penalty: 5727.363770
	Iteration 15Q: 3 clusters Score -1.312737e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84666 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -13128174.000000 Penalty: 5727.363770
	Iteration 16Q: 3 clusters Score -1.312817e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85671 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -13128771.000000 Penalty: 5727.363770
	Iteration 17Q: 3 clusters Score -1.312877e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86603 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -13129261.000000 Penalty: 5727.363770
	Iteration 18Q: 3 clusters Score -1.312926e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87395 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -13129671.000000 Penalty: 5727.363770
	Iteration 19Q: 3 clusters Score -1.312967e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88124 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -13129959.000000 Penalty: 5727.363770
	Iteration 20F: 3 clusters Score -1.312996e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88793 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -13130230.000000 Penalty: 5727.363770
	Iteration 21Q: 3 clusters Score -1.313023e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89391 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -13130336.000000 Penalty: 5727.363770
	Iteration 22Q: 3 clusters Score -1.313034e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89949 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -13130497.000000 Penalty: 5727.363770
	Iteration 23Q: 3 clusters Score -1.31305e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90482 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -13130634.000000 Penalty: 5727.363770
	Iteration 24Q: 3 clusters Score -1.313063e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90958 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -13130743.000000 Penalty: 5727.363770
	Iteration 25Q: 3 clusters Score -1.313074e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91429 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -13130845.000000 Penalty: 5727.363770
	Iteration 26Q: 3 clusters Score -1.313084e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91877 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -13130891.000000 Penalty: 5727.363770
	Iteration 27Q: 3 clusters Score -1.313089e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92316 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -13131004.000000 Penalty: 5727.363770
	Iteration 28Q: 3 clusters Score -1.3131e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92728 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -13131118.000000 Penalty: 5727.363770
	Iteration 29Q: 3 clusters Score -1.313112e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93108 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -13131230.000000 Penalty: 5727.363770
	Iteration 30Q: 3 clusters Score -1.313123e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93461 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -13131300.000000 Penalty: 5727.363770
	Iteration 31Q: 3 clusters Score -1.31313e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93802 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -13131354.000000 Penalty: 5727.363770
	Iteration 32Q: 3 clusters Score -1.313135e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94139 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -13131424.000000 Penalty: 5727.363770
	Iteration 33Q: 3 clusters Score -1.313142e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94458 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -13131516.000000 Penalty: 5727.363770
	Iteration 34Q: 3 clusters Score -1.313152e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94755 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -13131598.000000 Penalty: 5727.363770
	Iteration 35Q: 3 clusters Score -1.31316e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95019 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -13131651.000000 Penalty: 5727.363770
	Iteration 36Q: 3 clusters Score -1.313165e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95265 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -13131706.000000 Penalty: 5727.363770
	Iteration 37Q: 3 clusters Score -1.313171e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95520 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -13131719.000000 Penalty: 5727.363770
	Iteration 38Q: 3 clusters Score -1.313172e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95770 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -13131761.000000 Penalty: 5727.363770
	Iteration 39Q: 3 clusters Score -1.313176e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96030 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -13131807.000000 Penalty: 5727.363770
	Iteration 40F: 3 clusters Score -1.313181e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96274 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -13131897.000000 Penalty: 5727.363770
	Iteration 41Q: 3 clusters Score -1.31319e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96496 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -13131918.000000 Penalty: 5727.363770
	Iteration 42Q: 3 clusters Score -1.313192e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96701 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -13131924.000000 Penalty: 5727.363770
	Iteration 43Q: 3 clusters Score -1.313192e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96923 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -13131964.000000 Penalty: 5727.363770
	Iteration 44Q: 3 clusters Score -1.313196e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97135 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -13132000.000000 Penalty: 5727.363770
	Iteration 45Q: 3 clusters Score -1.3132e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97344 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -13132063.000000 Penalty: 5727.363770
	Iteration 46Q: 3 clusters Score -1.313206e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97547 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -13132088.000000 Penalty: 5727.363770
	Iteration 47Q: 3 clusters Score -1.313209e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97738 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -13132112.000000 Penalty: 5727.363770
	Iteration 48Q: 3 clusters Score -1.313211e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97935 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -13132175.000000 Penalty: 5727.363770
	Iteration 49Q: 3 clusters Score -1.313218e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98119 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -13132203.000000 Penalty: 5727.363770
	Iteration 50Q: 3 clusters Score -1.31322e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98307 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -13132263.000000 Penalty: 5727.363770
	Iteration 51Q: 3 clusters Score -1.313226e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98488 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -13132298.000000 Penalty: 5727.363770
	Iteration 52Q: 3 clusters Score -1.31323e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98653 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -13132337.000000 Penalty: 5727.363770
	Iteration 53Q: 3 clusters Score -1.313234e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98797 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -13132410.000000 Penalty: 5727.363770
	Iteration 54Q: 3 clusters Score -1.313241e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98929 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -13132418.000000 Penalty: 5727.363770
	Iteration 55Q: 3 clusters Score -1.313242e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99042 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -13132486.000000 Penalty: 5727.363770
	Iteration 56Q: 3 clusters Score -1.313249e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99152 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -13132502.000000 Penalty: 5727.363770
	Iteration 57Q: 3 clusters Score -1.31325e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99255 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -13132554.000000 Penalty: 5727.363770
	Iteration 58Q: 3 clusters Score -1.313255e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99352 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -13132576.000000 Penalty: 5727.363770
	Iteration 59Q: 3 clusters Score -1.313258e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99436 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -13132580.000000 Penalty: 5727.363770
	Iteration 60F: 3 clusters Score -1.313258e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99504 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -13132603.000000 Penalty: 5727.363770
	Iteration 61Q: 3 clusters Score -1.31326e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99578 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -13132640.000000 Penalty: 5727.363770
	Iteration 62Q: 3 clusters Score -1.313264e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99633 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -13132657.000000 Penalty: 5727.363770
	Iteration 63Q: 3 clusters Score -1.313266e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99695 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -13132678.000000 Penalty: 5727.363770
	Iteration 64Q: 3 clusters Score -1.313268e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99760 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -13132676.000000 Penalty: 5727.363770
	Iteration 65Q: 3 clusters Score -1.313268e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99818 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -13132706.000000 Penalty: 5727.363770
	Iteration 66Q: 3 clusters Score -1.313271e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99872 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -13132723.000000 Penalty: 5727.363770
	Iteration 67Q: 3 clusters Score -1.313272e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99916 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -13132752.000000 Penalty: 5727.363770
	Iteration 68Q: 3 clusters Score -1.313275e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99957 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -13132758.000000 Penalty: 5727.363770
	Iteration 69Q: 3 clusters Score -1.313276e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100008 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -13132795.000000 Penalty: 5727.363770
	Iteration 70Q: 3 clusters Score -1.31328e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100063 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -13132794.000000 Penalty: 5727.363770
	Iteration 71Q: 3 clusters Score -1.313279e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100102 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -13132782.000000 Penalty: 5727.363770
	Iteration 72Q: 3 clusters Score -1.313278e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100148 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -13132811.000000 Penalty: 5727.363770
	Iteration 73Q: 3 clusters Score -1.313281e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100188 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -13132814.000000 Penalty: 5727.363770
	Iteration 74Q: 3 clusters Score -1.313281e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100228 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -13132814.000000 Penalty: 5727.363770
	Iteration 75Q: 3 clusters Score -1.313281e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100266 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -13132835.000000 Penalty: 5727.363770
	Iteration 76Q: 3 clusters Score -1.313284e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100311 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -13132817.000000 Penalty: 5727.363770
	Iteration 77Q: 3 clusters Score -1.313282e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100357 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -13132813.000000 Penalty: 5727.363770
	Iteration 78Q: 3 clusters Score -1.313281e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100401 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -13132827.000000 Penalty: 5727.363770
	Iteration 79Q: 3 clusters Score -1.313283e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100437 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -13132816.000000 Penalty: 5727.363770
	Iteration 80F: 3 clusters Score -1.313282e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100464 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -13132844.000000 Penalty: 5727.363770
	Iteration 81Q: 3 clusters Score -1.313284e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100506 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -13132843.000000 Penalty: 5727.363770
	Iteration 82Q: 3 clusters Score -1.313284e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100550 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -13132862.000000 Penalty: 5727.363770
	Iteration 83Q: 3 clusters Score -1.313286e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100590 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -13132869.000000 Penalty: 5727.363770
	Iteration 84Q: 3 clusters Score -1.313287e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100621 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -13132881.000000 Penalty: 5727.363770
	Iteration 85Q: 3 clusters Score -1.313288e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100659 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -13132880.000000 Penalty: 5727.363770
	Iteration 86Q: 3 clusters Score -1.313288e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100693 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -13132882.000000 Penalty: 5727.363770
	Iteration 87Q: 3 clusters Score -1.313288e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100713 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -13132880.000000 Penalty: 5727.363770
	Iteration 88Q: 3 clusters Score -1.313288e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100736 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -13132876.000000 Penalty: 5727.363770
	Iteration 89Q: 3 clusters Score -1.313288e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100758 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -13132876.000000 Penalty: 5727.363770
	Iteration 90Q: 3 clusters Score -1.313288e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100784 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -13132883.000000 Penalty: 5727.363770
	Iteration 91Q: 3 clusters Score -1.313288e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100804 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -13132892.000000 Penalty: 5727.363770
	Iteration 92Q: 3 clusters Score -1.313289e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100828 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -13132884.000000 Penalty: 5727.363770
	Iteration 93Q: 3 clusters Score -1.313288e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100852 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -13132862.000000 Penalty: 5727.363770
	Iteration 94Q: 3 clusters Score -1.313286e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100879 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -13132873.000000 Penalty: 5727.363770
	Iteration 95Q: 3 clusters Score -1.313287e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100900 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -13132869.000000 Penalty: 5727.363770
	Iteration 96Q: 3 clusters Score -1.313287e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100912 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -13132867.000000 Penalty: 5727.363770
	Iteration 97Q: 3 clusters Score -1.313287e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100921 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -13132845.000000 Penalty: 5727.363770
	Iteration 98Q: 3 clusters Score -1.313284e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100936 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -13132860.000000 Penalty: 5727.363770
	Iteration 99Q: 3 clusters Score -1.313286e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100951 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -13132865.000000 Penalty: 5727.363770
	Iteration 100F: 3 clusters Score -1.313286e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100971 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -13132870.000000 Penalty: 5727.363770
	Iteration 101Q: 3 clusters Score -1.313287e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100992 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -13132874.000000 Penalty: 5727.363770
	Iteration 102Q: 3 clusters Score -1.313287e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101010 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -13132868.000000 Penalty: 5727.363770
	Iteration 103Q: 3 clusters Score -1.313287e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101029 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -13132864.000000 Penalty: 5727.363770
	Iteration 104Q: 3 clusters Score -1.313286e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101044 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -13132863.000000 Penalty: 5727.363770
	Iteration 105Q: 3 clusters Score -1.313286e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101057 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -13132860.000000 Penalty: 5727.363770
	Iteration 106Q: 3 clusters Score -1.313286e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101071 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -13132878.000000 Penalty: 5727.363770
	Iteration 107Q: 3 clusters Score -1.313288e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101083 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -13132880.000000 Penalty: 5727.363770
	Iteration 108Q: 3 clusters Score -1.313288e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101097 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -13132888.000000 Penalty: 5727.363770
	Iteration 109Q: 3 clusters Score -1.313289e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101114 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -13132880.000000 Penalty: 5727.363770
	Iteration 110Q: 3 clusters Score -1.313288e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101129 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -13132888.000000 Penalty: 5727.363770
	Iteration 111Q: 3 clusters Score -1.313289e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101138 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -13132887.000000 Penalty: 5727.363770
	Iteration 112Q: 3 clusters Score -1.313289e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101148 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -13132881.000000 Penalty: 5727.363770
	Iteration 113Q: 3 clusters Score -1.313288e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101158 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -13132883.000000 Penalty: 5727.363770
	Iteration 114Q: 3 clusters Score -1.313288e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101171 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -13132872.000000 Penalty: 5727.363770
	Iteration 115Q: 3 clusters Score -1.313287e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101182 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -13132884.000000 Penalty: 5727.363770
	Iteration 116Q: 3 clusters Score -1.313288e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101194 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -13132913.000000 Penalty: 5727.363770
	Iteration 117Q: 3 clusters Score -1.313291e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101219 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -13132925.000000 Penalty: 5727.363770
	Iteration 118Q: 3 clusters Score -1.313292e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101236 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -13132941.000000 Penalty: 5727.363770
	Iteration 119Q: 3 clusters Score -1.313294e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101254 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -13132939.000000 Penalty: 5727.363770
	Iteration 120F: 3 clusters Score -1.313294e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101271 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -13132947.000000 Penalty: 5727.363770
	Iteration 121Q: 3 clusters Score -1.313295e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101287 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -13132937.000000 Penalty: 5727.363770
	Iteration 122Q: 3 clusters Score -1.313294e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101305 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -13132943.000000 Penalty: 5727.363770
	Iteration 123Q: 3 clusters Score -1.313294e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101321 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -13132944.000000 Penalty: 5727.363770
	Iteration 124Q: 3 clusters Score -1.313294e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101335 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -13132945.000000 Penalty: 5727.363770
	Iteration 125Q: 3 clusters Score -1.313294e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101352 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -13132960.000000 Penalty: 5727.363770
	Iteration 126Q: 3 clusters Score -1.313296e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101371 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -13132950.000000 Penalty: 5727.363770
	Iteration 127Q: 3 clusters Score -1.313295e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101391 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -13132957.000000 Penalty: 5727.363770
	Iteration 128Q: 3 clusters Score -1.313296e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101411 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -13132965.000000 Penalty: 5727.363770
	Iteration 129Q: 3 clusters Score -1.313296e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101426 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -13132967.000000 Penalty: 5727.363770
	Iteration 130Q: 3 clusters Score -1.313297e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101440 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -13132973.000000 Penalty: 5727.363770
	Iteration 131Q: 3 clusters Score -1.313297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101445 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -13132967.000000 Penalty: 5727.363770
	Iteration 132Q: 3 clusters Score -1.313297e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101453 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -13132983.000000 Penalty: 5727.363770
	Iteration 133Q: 3 clusters Score -1.313298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101460 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -13132984.000000 Penalty: 5727.363770
	Iteration 134Q: 3 clusters Score -1.313298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101464 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -13132984.000000 Penalty: 5727.363770
	Iteration 135Q: 3 clusters Score -1.313298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101469 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -13132989.000000 Penalty: 5727.363770
	Iteration 136Q: 3 clusters Score -1.313299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101474 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -13132994.000000 Penalty: 5727.363770
	Iteration 137Q: 3 clusters Score -1.313299e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101478 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -13133000.000000 Penalty: 5727.363770
	Iteration 138Q: 3 clusters Score -1.3133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101480 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -13133001.000000 Penalty: 5727.363770
	Iteration 139Q: 3 clusters Score -1.3133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101482 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -13132998.000000 Penalty: 5727.363770
	Iteration 140F: 3 clusters Score -1.3133e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101485 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -13132995.000000 Penalty: 5727.363770
	Iteration 141Q: 3 clusters Score -1.3133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101489 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -13132995.000000 Penalty: 5727.363770
	Iteration 142Q: 3 clusters Score -1.3133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101491 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -13132997.000000 Penalty: 5727.363770
	Iteration 143Q: 3 clusters Score -1.3133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101492 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -13133002.000000 Penalty: 5727.363770
	Iteration 144Q: 3 clusters Score -1.3133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101493 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -13132999.000000 Penalty: 5727.363770
	Iteration 145Q: 3 clusters Score -1.3133e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101493 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -13132999.000000 Penalty: 5727.363770
	Iteration 146F: 3 clusters Score -1.3133e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -79269.164062 Penalty: 1631.654297
	Iteration 0F: 2 clusters Score -79269.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -77590.164062 Penalty: 3263.308594
	Iteration 0F: 3 clusters Score -77590.16 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -78211.695312 Penalty: 3263.308594
	Iteration 1F: 3 clusters Score -78211.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -78481.218750 Penalty: 3263.308594
	Iteration 2F: 3 clusters Score -78481.22 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -78605.929688 Penalty: 3263.308594
	Iteration 3F: 3 clusters Score -78605.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -78669.265625 Penalty: 3263.308594
	Iteration 4Q: 3 clusters Score -78669.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -78726.976562 Penalty: 3263.308594
	Iteration 5Q: 3 clusters Score -78726.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -78771.710938 Penalty: 3263.308594
	Iteration 6Q: 3 clusters Score -78771.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -78797.359375 Penalty: 3263.308594
	Iteration 7Q: 3 clusters Score -78797.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -78815.187500 Penalty: 3263.308594
	Iteration 8Q: 3 clusters Score -78815.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -78835.476562 Penalty: 3263.308594
	Iteration 9Q: 3 clusters Score -78835.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -78855.609375 Penalty: 3263.308594
	Iteration 10Q: 3 clusters Score -78855.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -78863.640625 Penalty: 3263.308594
	Iteration 11Q: 3 clusters Score -78863.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -78863.640625 Penalty: 3263.308594
	Iteration 12F: 3 clusters Score -78863.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (156559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156559 members 
Entering Unmasked Estep 
Score: -19824520.000000 Penalty: 2966.374756
	Iteration 0F: 2 clusters Score -1.982452e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78554 members 
Mstep: Class 2 contains 78005 members 
Entering Unmasked Estep 
Score: -19720300.000000 Penalty: 5932.749512
	Iteration 0F: 3 clusters Score -1.97203e+07 nChanged 75091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81855 members 
Mstep: Class 2 contains 74704 members 
Entering Unmasked Estep 
Score: -19764322.000000 Penalty: 5932.749512
	Iteration 1F: 3 clusters Score -1.976432e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83941 members 
Mstep: Class 2 contains 72618 members 
Entering Unmasked Estep 
Score: -19765840.000000 Penalty: 5932.749512
	Iteration 2Q: 3 clusters Score -1.976584e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87133 members 
Mstep: Class 2 contains 69426 members 
Entering Unmasked Estep 
Score: -19768170.000000 Penalty: 5932.749512
	Iteration 3Q: 3 clusters Score -1.976817e+07 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91930 members 
Mstep: Class 2 contains 64629 members 
Entering Unmasked Estep 
Score: -19771336.000000 Penalty: 5932.749512
	Iteration 4Q: 3 clusters Score -1.977134e+07 nChanged 8550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98634 members 
Mstep: Class 2 contains 57925 members 
Entering Unmasked Estep 
Score: -19776166.000000 Penalty: 5932.749512
	Iteration 5F: 3 clusters Score -1.977617e+07 nChanged 10337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107737 members 
Mstep: Class 2 contains 48822 members 
Entering Unmasked Estep 
Score: -19783654.000000 Penalty: 5932.749512
	Iteration 6F: 3 clusters Score -1.978365e+07 nChanged 11579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118594 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -19793392.000000 Penalty: 5932.749512
	Iteration 7F: 3 clusters Score -1.979339e+07 nChanged 11266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129420 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -19803548.000000 Penalty: 5932.749512
	Iteration 8F: 3 clusters Score -1.980355e+07 nChanged 8986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138142 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -19811384.000000 Penalty: 5932.749512
	Iteration 9F: 3 clusters Score -1.981138e+07 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144110 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -19816452.000000 Penalty: 5932.749512
	Iteration 10Q: 3 clusters Score -1.981645e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147741 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -19819242.000000 Penalty: 5932.749512
	Iteration 11Q: 3 clusters Score -1.981924e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150061 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -19820744.000000 Penalty: 5932.749512
	Iteration 12Q: 3 clusters Score -1.982074e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151520 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -19821592.000000 Penalty: 5932.749512
	Iteration 13Q: 3 clusters Score -1.982159e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152476 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -19822062.000000 Penalty: 5932.749512
	Iteration 14Q: 3 clusters Score -1.982206e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153121 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -19822362.000000 Penalty: 5932.749512
	Iteration 15Q: 3 clusters Score -1.982236e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153542 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -19822528.000000 Penalty: 5932.749512
	Iteration 16Q: 3 clusters Score -1.982253e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153830 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -19822576.000000 Penalty: 5932.749512
	Iteration 17Q: 3 clusters Score -1.982258e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154030 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -19822722.000000 Penalty: 5932.749512
	Iteration 18Q: 3 clusters Score -1.982272e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154188 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -19822788.000000 Penalty: 5932.749512
	Iteration 19Q: 3 clusters Score -1.982279e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154306 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -19822814.000000 Penalty: 5932.749512
	Iteration 20F: 3 clusters Score -1.982281e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154414 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -19822832.000000 Penalty: 5932.749512
	Iteration 21Q: 3 clusters Score -1.982283e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154485 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -19822866.000000 Penalty: 5932.749512
	Iteration 22Q: 3 clusters Score -1.982287e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154556 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -19822866.000000 Penalty: 5932.749512
	Iteration 23Q: 3 clusters Score -1.982287e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154616 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -19822900.000000 Penalty: 5932.749512
	Iteration 24Q: 3 clusters Score -1.98229e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154664 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -19822920.000000 Penalty: 5932.749512
	Iteration 25Q: 3 clusters Score -1.982292e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154703 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -19822936.000000 Penalty: 5932.749512
	Iteration 26Q: 3 clusters Score -1.982294e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154737 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -19822950.000000 Penalty: 5932.749512
	Iteration 27Q: 3 clusters Score -1.982295e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154768 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -19822952.000000 Penalty: 5932.749512
	Iteration 28Q: 3 clusters Score -1.982295e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154794 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -19822966.000000 Penalty: 5932.749512
	Iteration 29Q: 3 clusters Score -1.982297e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154809 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -19822940.000000 Penalty: 5932.749512
	Iteration 30Q: 3 clusters Score -1.982294e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154825 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -19822942.000000 Penalty: 5932.749512
	Iteration 31Q: 3 clusters Score -1.982294e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154837 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -19822962.000000 Penalty: 5932.749512
	Iteration 32Q: 3 clusters Score -1.982296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154842 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -19822974.000000 Penalty: 5932.749512
	Iteration 33Q: 3 clusters Score -1.982297e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154855 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -19822974.000000 Penalty: 5932.749512
	Iteration 34Q: 3 clusters Score -1.982297e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154864 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -19822956.000000 Penalty: 5932.749512
	Iteration 35Q: 3 clusters Score -1.982296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154867 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -19822948.000000 Penalty: 5932.749512
	Iteration 36Q: 3 clusters Score -1.982295e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154872 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -19822958.000000 Penalty: 5932.749512
	Iteration 37Q: 3 clusters Score -1.982296e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154878 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -19822944.000000 Penalty: 5932.749512
	Iteration 38Q: 3 clusters Score -1.982294e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154886 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -19822970.000000 Penalty: 5932.749512
	Iteration 39Q: 3 clusters Score -1.982297e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154893 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -19822956.000000 Penalty: 5932.749512
	Iteration 40F: 3 clusters Score -1.982296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154898 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -19822962.000000 Penalty: 5932.749512
	Iteration 41Q: 3 clusters Score -1.982296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154902 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -19822964.000000 Penalty: 5932.749512
	Iteration 42Q: 3 clusters Score -1.982296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154906 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -19822970.000000 Penalty: 5932.749512
	Iteration 43Q: 3 clusters Score -1.982297e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154913 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -19822956.000000 Penalty: 5932.749512
	Iteration 44Q: 3 clusters Score -1.982296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154916 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -19822976.000000 Penalty: 5932.749512
	Iteration 45Q: 3 clusters Score -1.982298e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154922 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -19822976.000000 Penalty: 5932.749512
	Iteration 46Q: 3 clusters Score -1.982298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154928 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -19822978.000000 Penalty: 5932.749512
	Iteration 47Q: 3 clusters Score -1.982298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154932 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -19822982.000000 Penalty: 5932.749512
	Iteration 48Q: 3 clusters Score -1.982298e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154940 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -19822980.000000 Penalty: 5932.749512
	Iteration 49Q: 3 clusters Score -1.982298e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154951 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -19822968.000000 Penalty: 5932.749512
	Iteration 50Q: 3 clusters Score -1.982297e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154957 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -19822958.000000 Penalty: 5932.749512
	Iteration 51Q: 3 clusters Score -1.982296e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154971 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -19822982.000000 Penalty: 5932.749512
	Iteration 52Q: 3 clusters Score -1.982298e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154977 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -19822982.000000 Penalty: 5932.749512
	Iteration 53Q: 3 clusters Score -1.982298e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154982 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -19822972.000000 Penalty: 5932.749512
	Iteration 54Q: 3 clusters Score -1.982297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154987 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -19822968.000000 Penalty: 5932.749512
	Iteration 55Q: 3 clusters Score -1.982297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154989 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -19822966.000000 Penalty: 5932.749512
	Iteration 56Q: 3 clusters Score -1.982297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154991 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -19822968.000000 Penalty: 5932.749512
	Iteration 57Q: 3 clusters Score -1.982297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154992 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -19822970.000000 Penalty: 5932.749512
	Iteration 58Q: 3 clusters Score -1.982297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154995 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -19822966.000000 Penalty: 5932.749512
	Iteration 59Q: 3 clusters Score -1.982297e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155000 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -19822962.000000 Penalty: 5932.749512
	Iteration 60F: 3 clusters Score -1.982296e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155005 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -19822972.000000 Penalty: 5932.749512
	Iteration 61Q: 3 clusters Score -1.982297e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155012 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -19822958.000000 Penalty: 5932.749512
	Iteration 62Q: 3 clusters Score -1.982296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155018 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -19822958.000000 Penalty: 5932.749512
	Iteration 63Q: 3 clusters Score -1.982296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155020 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -19822960.000000 Penalty: 5932.749512
	Iteration 64Q: 3 clusters Score -1.982296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155024 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -19822966.000000 Penalty: 5932.749512
	Iteration 65Q: 3 clusters Score -1.982297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155025 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -19822964.000000 Penalty: 5932.749512
	Iteration 66Q: 3 clusters Score -1.982296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155026 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -19822966.000000 Penalty: 5932.749512
	Iteration 67Q: 3 clusters Score -1.982297e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155026 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -19822966.000000 Penalty: 5932.749512
	Iteration 68F: 3 clusters Score -1.982297e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (90192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90192 members 
Entering Unmasked Estep 
Score: -11605535.000000 Penalty: 2829.604492
	Iteration 0F: 2 clusters Score -1.160554e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44833 members 
Mstep: Class 2 contains 45359 members 
Entering Unmasked Estep 
Score: -11545295.000000 Penalty: 5659.208984
	Iteration 0F: 3 clusters Score -1.15453e+07 nChanged 42373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 48474 members 
Entering Unmasked Estep 
Score: -11569270.000000 Penalty: 5659.208984
	Iteration 1F: 3 clusters Score -1.156927e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 50486 members 
Entering Unmasked Estep 
Score: -11570021.000000 Penalty: 5659.208984
	Iteration 2Q: 3 clusters Score -1.157002e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 53469 members 
Entering Unmasked Estep 
Score: -11571251.000000 Penalty: 5659.208984
	Iteration 3Q: 3 clusters Score -1.157125e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 57937 members 
Entering Unmasked Estep 
Score: -11573506.000000 Penalty: 5659.208984
	Iteration 4F: 3 clusters Score -1.157351e+07 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 64245 members 
Entering Unmasked Estep 
Score: -11577659.000000 Penalty: 5659.208984
	Iteration 5F: 3 clusters Score -1.157766e+07 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 72356 members 
Entering Unmasked Estep 
Score: -11584715.000000 Penalty: 5659.208984
	Iteration 6F: 3 clusters Score -1.158472e+07 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 80828 members 
Entering Unmasked Estep 
Score: -11593495.000000 Penalty: 5659.208984
	Iteration 7F: 3 clusters Score -1.15935e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 86780 members 
Entering Unmasked Estep 
Score: -11599812.000000 Penalty: 5659.208984
	Iteration 8F: 3 clusters Score -1.159981e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 89140 members 
Entering Unmasked Estep 
Score: -11602062.000000 Penalty: 5659.208984
	Iteration 9Q: 3 clusters Score -1.160206e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 89758 members 
Entering Unmasked Estep 
Score: -11602697.000000 Penalty: 5659.208984
	Iteration 10Q: 3 clusters Score -1.16027e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 89911 members 
Entering Unmasked Estep 
Score: -11602951.000000 Penalty: 5659.208984
	Iteration 11Q: 3 clusters Score -1.160295e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 89947 members 
Entering Unmasked Estep 
Score: -11603025.000000 Penalty: 5659.208984
	Iteration 12Q: 3 clusters Score -1.160302e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 89958 members 
Entering Unmasked Estep 
Score: -11603064.000000 Penalty: 5659.208984
	Iteration 13Q: 3 clusters Score -1.160306e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 89969 members 
Entering Unmasked Estep 
Score: -11603110.000000 Penalty: 5659.208984
	Iteration 14Q: 3 clusters Score -1.160311e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 89979 members 
Entering Unmasked Estep 
Score: -11603143.000000 Penalty: 5659.208984
	Iteration 15Q: 3 clusters Score -1.160314e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 89978 members 
Entering Unmasked Estep 
Score: -11603149.000000 Penalty: 5659.208984
	Iteration 16Q: 3 clusters Score -1.160315e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 89977 members 
Entering Unmasked Estep 
Score: -11603167.000000 Penalty: 5659.208984
	Iteration 17Q: 3 clusters Score -1.160317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 89978 members 
Entering Unmasked Estep 
Score: -11603175.000000 Penalty: 5659.208984
	Iteration 18Q: 3 clusters Score -1.160318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 89977 members 
Entering Unmasked Estep 
Score: -11603178.000000 Penalty: 5659.208984
	Iteration 19Q: 3 clusters Score -1.160318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 89977 members 
Entering Unmasked Estep 
Score: -11603188.000000 Penalty: 5659.208984
	Iteration 20F: 3 clusters Score -1.160319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 89976 members 
Entering Unmasked Estep 
Score: -11603182.000000 Penalty: 5659.208984
	Iteration 21Q: 3 clusters Score -1.160318e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 89976 members 
Entering Unmasked Estep 
Score: -11603182.000000 Penalty: 5659.208984
	Iteration 22F: 3 clusters Score -1.160318e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Entering Unmasked Estep 
Score: -2910819.000000 Penalty: 2485.550537
	Iteration 0F: 2 clusters Score -2910819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2895059.000000 Penalty: 4971.101074
	Iteration 0F: 3 clusters Score -2895059 nChanged 9943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -2900475.500000 Penalty: 4971.101074
	Iteration 1F: 3 clusters Score -2900476 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -2900964.250000 Penalty: 4971.101074
	Iteration 2F: 3 clusters Score -2900964 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2901412.000000 Penalty: 4971.101074
	Iteration 3Q: 3 clusters Score -2901412 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -2901879.750000 Penalty: 4971.101074
	Iteration 4Q: 3 clusters Score -2901880 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -2902323.500000 Penalty: 4971.101074
	Iteration 5Q: 3 clusters Score -2902324 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2902764.250000 Penalty: 4971.101074
	Iteration 6Q: 3 clusters Score -2902764 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2903232.750000 Penalty: 4971.101074
	Iteration 7Q: 3 clusters Score -2903233 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2903728.750000 Penalty: 4971.101074
	Iteration 8Q: 3 clusters Score -2903729 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2904278.500000 Penalty: 4971.101074
	Iteration 9Q: 3 clusters Score -2904278 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2904924.000000 Penalty: 4971.101074
	Iteration 10Q: 3 clusters Score -2904924 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -2905558.250000 Penalty: 4971.101074
	Iteration 11Q: 3 clusters Score -2905558 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -2906021.750000 Penalty: 4971.101074
	Iteration 12Q: 3 clusters Score -2906022 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2906259.000000 Penalty: 4971.101074
	Iteration 13Q: 3 clusters Score -2906259 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2906434.000000 Penalty: 4971.101074
	Iteration 14Q: 3 clusters Score -2906434 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -2906533.750000 Penalty: 4971.101074
	Iteration 15Q: 3 clusters Score -2906534 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -2906634.750000 Penalty: 4971.101074
	Iteration 16Q: 3 clusters Score -2906635 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2906717.250000 Penalty: 4971.101074
	Iteration 17Q: 3 clusters Score -2906717 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -2906786.750000 Penalty: 4971.101074
	Iteration 18Q: 3 clusters Score -2906787 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2906873.250000 Penalty: 4971.101074
	Iteration 19Q: 3 clusters Score -2906873 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -2906954.750000 Penalty: 4971.101074
	Iteration 20F: 3 clusters Score -2906955 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -2907042.750000 Penalty: 4971.101074
	Iteration 21Q: 3 clusters Score -2907043 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -2907126.500000 Penalty: 4971.101074
	Iteration 22Q: 3 clusters Score -2907126 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -2907217.000000 Penalty: 4971.101074
	Iteration 23Q: 3 clusters Score -2907217 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -2907287.500000 Penalty: 4971.101074
	Iteration 24Q: 3 clusters Score -2907288 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -2907344.250000 Penalty: 4971.101074
	Iteration 25Q: 3 clusters Score -2907344 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -2907394.000000 Penalty: 4971.101074
	Iteration 26Q: 3 clusters Score -2907394 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -2907443.250000 Penalty: 4971.101074
	Iteration 27Q: 3 clusters Score -2907443 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -2907504.500000 Penalty: 4971.101074
	Iteration 28Q: 3 clusters Score -2907504 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -2907562.250000 Penalty: 4971.101074
	Iteration 29Q: 3 clusters Score -2907562 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -2907633.750000 Penalty: 4971.101074
	Iteration 30Q: 3 clusters Score -2907634 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -2907692.750000 Penalty: 4971.101074
	Iteration 31Q: 3 clusters Score -2907693 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2907744.000000 Penalty: 4971.101074
	Iteration 32Q: 3 clusters Score -2907744 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -2907796.250000 Penalty: 4971.101074
	Iteration 33Q: 3 clusters Score -2907796 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -2907845.000000 Penalty: 4971.101074
	Iteration 34Q: 3 clusters Score -2907845 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -2907892.000000 Penalty: 4971.101074
	Iteration 35Q: 3 clusters Score -2907892 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -2907930.750000 Penalty: 4971.101074
	Iteration 36Q: 3 clusters Score -2907931 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -2907956.250000 Penalty: 4971.101074
	Iteration 37Q: 3 clusters Score -2907956 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -2907982.000000 Penalty: 4971.101074
	Iteration 38Q: 3 clusters Score -2907982 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -2908019.000000 Penalty: 4971.101074
	Iteration 39Q: 3 clusters Score -2908019 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -2908052.500000 Penalty: 4971.101074
	Iteration 40F: 3 clusters Score -2908052 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2908085.000000 Penalty: 4971.101074
	Iteration 41Q: 3 clusters Score -2908085 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -2908123.250000 Penalty: 4971.101074
	Iteration 42Q: 3 clusters Score -2908123 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -2908150.250000 Penalty: 4971.101074
	Iteration 43Q: 3 clusters Score -2908150 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2908194.000000 Penalty: 4971.101074
	Iteration 44Q: 3 clusters Score -2908194 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -2908228.000000 Penalty: 4971.101074
	Iteration 45Q: 3 clusters Score -2908228 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2908273.250000 Penalty: 4971.101074
	Iteration 46Q: 3 clusters Score -2908273 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2908288.250000 Penalty: 4971.101074
	Iteration 47Q: 3 clusters Score -2908288 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2908309.750000 Penalty: 4971.101074
	Iteration 48Q: 3 clusters Score -2908310 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2908335.500000 Penalty: 4971.101074
	Iteration 49Q: 3 clusters Score -2908336 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2908347.000000 Penalty: 4971.101074
	Iteration 50Q: 3 clusters Score -2908347 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2908358.750000 Penalty: 4971.101074
	Iteration 51Q: 3 clusters Score -2908359 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2908368.750000 Penalty: 4971.101074
	Iteration 52Q: 3 clusters Score -2908369 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2908394.000000 Penalty: 4971.101074
	Iteration 53Q: 3 clusters Score -2908394 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2908411.250000 Penalty: 4971.101074
	Iteration 54Q: 3 clusters Score -2908411 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2908417.250000 Penalty: 4971.101074
	Iteration 55Q: 3 clusters Score -2908417 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2908431.750000 Penalty: 4971.101074
	Iteration 56Q: 3 clusters Score -2908432 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2908438.000000 Penalty: 4971.101074
	Iteration 57Q: 3 clusters Score -2908438 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2908446.000000 Penalty: 4971.101074
	Iteration 58Q: 3 clusters Score -2908446 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2908456.750000 Penalty: 4971.101074
	Iteration 59Q: 3 clusters Score -2908457 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2908462.750000 Penalty: 4971.101074
	Iteration 60F: 3 clusters Score -2908463 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2908469.250000 Penalty: 4971.101074
	Iteration 61Q: 3 clusters Score -2908469 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2908478.750000 Penalty: 4971.101074
	Iteration 62Q: 3 clusters Score -2908479 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2908490.000000 Penalty: 4971.101074
	Iteration 63Q: 3 clusters Score -2908490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2908492.250000 Penalty: 4971.101074
	Iteration 64Q: 3 clusters Score -2908492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2908489.250000 Penalty: 4971.101074
	Iteration 65Q: 3 clusters Score -2908489 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2908505.250000 Penalty: 4971.101074
	Iteration 66Q: 3 clusters Score -2908505 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2908509.750000 Penalty: 4971.101074
	Iteration 67Q: 3 clusters Score -2908510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2908512.000000 Penalty: 4971.101074
	Iteration 68Q: 3 clusters Score -2908512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2908515.750000 Penalty: 4971.101074
	Iteration 69Q: 3 clusters Score -2908516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2908521.000000 Penalty: 4971.101074
	Iteration 70Q: 3 clusters Score -2908521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2908520.500000 Penalty: 4971.101074
	Iteration 71Q: 3 clusters Score -2908520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2908522.750000 Penalty: 4971.101074
	Iteration 72Q: 3 clusters Score -2908523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2908522.250000 Penalty: 4971.101074
	Iteration 73Q: 3 clusters Score -2908522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2908529.500000 Penalty: 4971.101074
	Iteration 74Q: 3 clusters Score -2908530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2908523.500000 Penalty: 4971.101074
	Iteration 75Q: 3 clusters Score -2908524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2908528.500000 Penalty: 4971.101074
	Iteration 76Q: 3 clusters Score -2908528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2908527.500000 Penalty: 4971.101074
	Iteration 77Q: 3 clusters Score -2908528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2908527.500000 Penalty: 4971.101074
	Iteration 78F: 3 clusters Score -2908528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -28459.183594 Penalty: 1377.133911
	Iteration 0F: 2 clusters Score -28459.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -27201.603516 Penalty: 2754.267822
	Iteration 0F: 3 clusters Score -27201.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27277.175781 Penalty: 2754.267822
	Iteration 1F: 3 clusters Score -27277.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27327.902344 Penalty: 2754.267822
	Iteration 2Q: 3 clusters Score -27327.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27369.308594 Penalty: 2754.267822
	Iteration 3Q: 3 clusters Score -27369.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27379.976562 Penalty: 2754.267822
	Iteration 4Q: 3 clusters Score -27379.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27379.976562 Penalty: 2754.267822
	Iteration 5F: 3 clusters Score -27379.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Entering Unmasked Estep 
Score: -112984.390625 Penalty: 1697.514160
	Iteration 0F: 2 clusters Score -112984.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -111072.585938 Penalty: 3395.028320
	Iteration 0F: 3 clusters Score -111072.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -111361.031250 Penalty: 3395.028320
	Iteration 1F: 3 clusters Score -111361 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -111446.757812 Penalty: 3395.028320
	Iteration 2F: 3 clusters Score -111446.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -111495.585938 Penalty: 3395.028320
	Iteration 3Q: 3 clusters Score -111495.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -111514.640625 Penalty: 3395.028320
	Iteration 4Q: 3 clusters Score -111514.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -111522.945312 Penalty: 3395.028320
	Iteration 5Q: 3 clusters Score -111522.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -111525.484375 Penalty: 3395.028320
	Iteration 6Q: 3 clusters Score -111525.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -111525.484375 Penalty: 3395.028320
	Iteration 7F: 3 clusters Score -111525.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Entering Unmasked Estep 
Score: -2523230.750000 Penalty: 2459.586182
	Iteration 0F: 2 clusters Score -2523231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -2509097.500000 Penalty: 4919.172363
	Iteration 0F: 3 clusters Score -2509098 nChanged 8855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -2514099.000000 Penalty: 4919.172363
	Iteration 1F: 3 clusters Score -2514099 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2514997.250000 Penalty: 4919.172363
	Iteration 2F: 3 clusters Score -2514997 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2516211.250000 Penalty: 4919.172363
	Iteration 3F: 3 clusters Score -2516211 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -2517546.750000 Penalty: 4919.172363
	Iteration 4F: 3 clusters Score -2517547 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -2518704.000000 Penalty: 4919.172363
	Iteration 5F: 3 clusters Score -2518704 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -2519472.500000 Penalty: 4919.172363
	Iteration 6F: 3 clusters Score -2519472 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -2519950.250000 Penalty: 4919.172363
	Iteration 7Q: 3 clusters Score -2519950 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -2520194.250000 Penalty: 4919.172363
	Iteration 8Q: 3 clusters Score -2520194 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -2520331.500000 Penalty: 4919.172363
	Iteration 9Q: 3 clusters Score -2520332 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -2520394.250000 Penalty: 4919.172363
	Iteration 10Q: 3 clusters Score -2520394 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -2520423.250000 Penalty: 4919.172363
	Iteration 11Q: 3 clusters Score -2520423 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -2520435.250000 Penalty: 4919.172363
	Iteration 12Q: 3 clusters Score -2520435 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -2520446.500000 Penalty: 4919.172363
	Iteration 13Q: 3 clusters Score -2520446 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -2520455.500000 Penalty: 4919.172363
	Iteration 14Q: 3 clusters Score -2520456 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -2520451.000000 Penalty: 4919.172363
	Iteration 15Q: 3 clusters Score -2520451 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -2520458.000000 Penalty: 4919.172363
	Iteration 16Q: 3 clusters Score -2520458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -2520457.000000 Penalty: 4919.172363
	Iteration 17Q: 3 clusters Score -2520457 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -2520462.750000 Penalty: 4919.172363
	Iteration 18Q: 3 clusters Score -2520463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -2520464.000000 Penalty: 4919.172363
	Iteration 19Q: 3 clusters Score -2520464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -2520469.000000 Penalty: 4919.172363
	Iteration 20F: 3 clusters Score -2520469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -2520470.750000 Penalty: 4919.172363
	Iteration 21Q: 3 clusters Score -2520471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -2520467.750000 Penalty: 4919.172363
	Iteration 22Q: 3 clusters Score -2520468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -2520473.250000 Penalty: 4919.172363
	Iteration 23Q: 3 clusters Score -2520473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -2520471.750000 Penalty: 4919.172363
	Iteration 24Q: 3 clusters Score -2520472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -2520471.750000 Penalty: 4919.172363
	Iteration 25Q: 3 clusters Score -2520472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -2520468.750000 Penalty: 4919.172363
	Iteration 26Q: 3 clusters Score -2520469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -2520468.500000 Penalty: 4919.172363
	Iteration 27Q: 3 clusters Score -2520468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -2520468.750000 Penalty: 4919.172363
	Iteration 28Q: 3 clusters Score -2520469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -2520471.500000 Penalty: 4919.172363
	Iteration 29Q: 3 clusters Score -2520472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -2520470.500000 Penalty: 4919.172363
	Iteration 30Q: 3 clusters Score -2520470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -2520471.750000 Penalty: 4919.172363
	Iteration 31Q: 3 clusters Score -2520472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -2520468.500000 Penalty: 4919.172363
	Iteration 32Q: 3 clusters Score -2520468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -2520474.000000 Penalty: 4919.172363
	Iteration 33Q: 3 clusters Score -2520474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -2520471.500000 Penalty: 4919.172363
	Iteration 34Q: 3 clusters Score -2520472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -2520474.750000 Penalty: 4919.172363
	Iteration 35Q: 3 clusters Score -2520475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -2520475.000000 Penalty: 4919.172363
	Iteration 36Q: 3 clusters Score -2520475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -2520472.750000 Penalty: 4919.172363
	Iteration 37Q: 3 clusters Score -2520473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -2520471.750000 Penalty: 4919.172363
	Iteration 38Q: 3 clusters Score -2520472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -2520474.250000 Penalty: 4919.172363
	Iteration 39Q: 3 clusters Score -2520474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -2520472.250000 Penalty: 4919.172363
	Iteration 40F: 3 clusters Score -2520472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Entering Unmasked Estep 
Score: -2398974.500000 Penalty: 2438.626953
	Iteration 0F: 2 clusters Score -2398974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2385863.500000 Penalty: 4877.253906
	Iteration 0F: 3 clusters Score -2385864 nChanged 8098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -2390223.000000 Penalty: 4877.253906
	Iteration 1F: 3 clusters Score -2390223 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2390619.000000 Penalty: 4877.253906
	Iteration 2F: 3 clusters Score -2390619 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2391001.000000 Penalty: 4877.253906
	Iteration 3Q: 3 clusters Score -2391001 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -2391326.000000 Penalty: 4877.253906
	Iteration 4Q: 3 clusters Score -2391326 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2391651.250000 Penalty: 4877.253906
	Iteration 5Q: 3 clusters Score -2391651 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -2391971.000000 Penalty: 4877.253906
	Iteration 6Q: 3 clusters Score -2391971 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -2392235.500000 Penalty: 4877.253906
	Iteration 7Q: 3 clusters Score -2392236 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -2392537.750000 Penalty: 4877.253906
	Iteration 8Q: 3 clusters Score -2392538 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -2392859.000000 Penalty: 4877.253906
	Iteration 9Q: 3 clusters Score -2392859 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -2393221.000000 Penalty: 4877.253906
	Iteration 10Q: 3 clusters Score -2393221 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -2393634.000000 Penalty: 4877.253906
	Iteration 11Q: 3 clusters Score -2393634 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -2394038.750000 Penalty: 4877.253906
	Iteration 12Q: 3 clusters Score -2394039 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -2394423.250000 Penalty: 4877.253906
	Iteration 13Q: 3 clusters Score -2394423 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -2394768.750000 Penalty: 4877.253906
	Iteration 14Q: 3 clusters Score -2394769 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2395082.250000 Penalty: 4877.253906
	Iteration 15Q: 3 clusters Score -2395082 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -2395404.750000 Penalty: 4877.253906
	Iteration 16Q: 3 clusters Score -2395405 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -2395708.500000 Penalty: 4877.253906
	Iteration 17Q: 3 clusters Score -2395708 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2395997.500000 Penalty: 4877.253906
	Iteration 18Q: 3 clusters Score -2395998 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -2396234.500000 Penalty: 4877.253906
	Iteration 19Q: 3 clusters Score -2396234 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -2396436.750000 Penalty: 4877.253906
	Iteration 20F: 3 clusters Score -2396437 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -2396577.500000 Penalty: 4877.253906
	Iteration 21Q: 3 clusters Score -2396578 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -2396668.250000 Penalty: 4877.253906
	Iteration 22Q: 3 clusters Score -2396668 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -2396706.750000 Penalty: 4877.253906
	Iteration 23Q: 3 clusters Score -2396707 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -2396742.250000 Penalty: 4877.253906
	Iteration 24Q: 3 clusters Score -2396742 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -2396760.000000 Penalty: 4877.253906
	Iteration 25Q: 3 clusters Score -2396760 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -2396772.000000 Penalty: 4877.253906
	Iteration 26Q: 3 clusters Score -2396772 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -2396771.250000 Penalty: 4877.253906
	Iteration 27Q: 3 clusters Score -2396771 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -2396776.750000 Penalty: 4877.253906
	Iteration 28Q: 3 clusters Score -2396777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -2396781.500000 Penalty: 4877.253906
	Iteration 29Q: 3 clusters Score -2396782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -2396794.250000 Penalty: 4877.253906
	Iteration 30Q: 3 clusters Score -2396794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -2396789.000000 Penalty: 4877.253906
	Iteration 31Q: 3 clusters Score -2396789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -2396783.250000 Penalty: 4877.253906
	Iteration 32Q: 3 clusters Score -2396783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -2396789.250000 Penalty: 4877.253906
	Iteration 33Q: 3 clusters Score -2396789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -2396795.000000 Penalty: 4877.253906
	Iteration 34Q: 3 clusters Score -2396795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -2396795.750000 Penalty: 4877.253906
	Iteration 35Q: 3 clusters Score -2396796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -2396794.250000 Penalty: 4877.253906
	Iteration 36Q: 3 clusters Score -2396794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -2396801.000000 Penalty: 4877.253906
	Iteration 37Q: 3 clusters Score -2396801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -2396801.500000 Penalty: 4877.253906
	Iteration 38Q: 3 clusters Score -2396802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2396802.250000 Penalty: 4877.253906
	Iteration 39Q: 3 clusters Score -2396802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -2396801.500000 Penalty: 4877.253906
	Iteration 40F: 3 clusters Score -2396802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -2396800.250000 Penalty: 4877.253906
	Iteration 41Q: 3 clusters Score -2396800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -2396805.250000 Penalty: 4877.253906
	Iteration 42Q: 3 clusters Score -2396805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -2396805.000000 Penalty: 4877.253906
	Iteration 43Q: 3 clusters Score -2396805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -2396797.250000 Penalty: 4877.253906
	Iteration 44Q: 3 clusters Score -2396797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -2396799.250000 Penalty: 4877.253906
	Iteration 45Q: 3 clusters Score -2396799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -2396799.250000 Penalty: 4877.253906
	Iteration 46F: 3 clusters Score -2396799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Entering Unmasked Estep 
Score: -1352462.625000 Penalty: 2297.042480
	Iteration 0F: 2 clusters Score -1352463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1344464.500000 Penalty: 4594.084961
	Iteration 0F: 3 clusters Score -1344464 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1346864.375000 Penalty: 4594.084961
	Iteration 1F: 3 clusters Score -1346864 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1347165.625000 Penalty: 4594.084961
	Iteration 2F: 3 clusters Score -1347166 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1347344.250000 Penalty: 4594.084961
	Iteration 3Q: 3 clusters Score -1347344 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1347504.625000 Penalty: 4594.084961
	Iteration 4Q: 3 clusters Score -1347505 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1347660.250000 Penalty: 4594.084961
	Iteration 5Q: 3 clusters Score -1347660 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1347832.125000 Penalty: 4594.084961
	Iteration 6Q: 3 clusters Score -1347832 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1348058.750000 Penalty: 4594.084961
	Iteration 7Q: 3 clusters Score -1348059 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1348324.375000 Penalty: 4594.084961
	Iteration 8Q: 3 clusters Score -1348324 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1348659.375000 Penalty: 4594.084961
	Iteration 9Q: 3 clusters Score -1348659 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1349048.375000 Penalty: 4594.084961
	Iteration 10F: 3 clusters Score -1349048 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1349470.250000 Penalty: 4594.084961
	Iteration 11F: 3 clusters Score -1349470 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1349931.875000 Penalty: 4594.084961
	Iteration 12Q: 3 clusters Score -1349932 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1350335.000000 Penalty: 4594.084961
	Iteration 13Q: 3 clusters Score -1350335 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1350605.625000 Penalty: 4594.084961
	Iteration 14Q: 3 clusters Score -1350606 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1350782.500000 Penalty: 4594.084961
	Iteration 15Q: 3 clusters Score -1350782 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1350887.625000 Penalty: 4594.084961
	Iteration 16Q: 3 clusters Score -1350888 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1350941.750000 Penalty: 4594.084961
	Iteration 17Q: 3 clusters Score -1350942 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1350973.000000 Penalty: 4594.084961
	Iteration 18Q: 3 clusters Score -1350973 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1350987.375000 Penalty: 4594.084961
	Iteration 19Q: 3 clusters Score -1350987 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1351001.125000 Penalty: 4594.084961
	Iteration 20F: 3 clusters Score -1351001 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1351005.625000 Penalty: 4594.084961
	Iteration 21Q: 3 clusters Score -1351006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1351015.500000 Penalty: 4594.084961
	Iteration 22Q: 3 clusters Score -1351016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1351020.625000 Penalty: 4594.084961
	Iteration 23Q: 3 clusters Score -1351021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1351024.125000 Penalty: 4594.084961
	Iteration 24Q: 3 clusters Score -1351024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1351021.625000 Penalty: 4594.084961
	Iteration 25Q: 3 clusters Score -1351022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1351021.625000 Penalty: 4594.084961
	Iteration 26F: 3 clusters Score -1351022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 5704 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6053 members 
Mstep: Class 10 contains 18889 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 103477 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 156559 members 
Mstep: Class 15 contains 90192 members 
Mstep: Class 16 contains 22525 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 939 members 
Mstep: Class 19 contains 20286 members 
Mstep: Class 21 contains 18642 members 
Mstep: Class 23 contains 10533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711940.000000 Penalty: 67921.164062
Iteration 119Q: 22 clusters Score -5.771194e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 5788 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6065 members 
Mstep: Class 10 contains 18892 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 103946 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 155888 members 
Mstep: Class 15 contains 90189 members 
Mstep: Class 16 contains 22544 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 948 members 
Mstep: Class 19 contains 20257 members 
Mstep: Class 21 contains 18754 members 
Mstep: Class 23 contains 10528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57711992.000000 Penalty: 67921.164062
Iteration 120F: 22 clusters Score -5.771199e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 5872 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6072 members 
Mstep: Class 10 contains 18901 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 104403 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 155209 members 
Mstep: Class 15 contains 90186 members 
Mstep: Class 16 contains 22572 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 954 members 
Mstep: Class 19 contains 20236 members 
Mstep: Class 21 contains 18874 members 
Mstep: Class 23 contains 10520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57712148.000000 Penalty: 67921.164062
Iteration 121Q: 22 clusters Score -5.771215e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 5953 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6078 members 
Mstep: Class 10 contains 18916 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 104890 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 154507 members 
Mstep: Class 15 contains 90193 members 
Mstep: Class 16 contains 22585 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 958 members 
Mstep: Class 19 contains 20215 members 
Mstep: Class 21 contains 18995 members 
Mstep: Class 23 contains 10508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57712324.000000 Penalty: 67921.164062
Iteration 122Q: 22 clusters Score -5.771232e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 6044 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6082 members 
Mstep: Class 10 contains 18933 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 105389 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 153790 members 
Mstep: Class 15 contains 90200 members 
Mstep: Class 16 contains 22605 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 959 members 
Mstep: Class 19 contains 20195 members 
Mstep: Class 21 contains 19103 members 
Mstep: Class 23 contains 10498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57712352.000000 Penalty: 67921.164062
Iteration 123Q: 22 clusters Score -5.771235e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 6124 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6084 members 
Mstep: Class 10 contains 18946 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 105870 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 153105 members 
Mstep: Class 15 contains 90208 members 
Mstep: Class 16 contains 22630 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 961 members 
Mstep: Class 19 contains 20173 members 
Mstep: Class 21 contains 19209 members 
Mstep: Class 23 contains 10488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57712532.000000 Penalty: 67921.164062
Iteration 124Q: 22 clusters Score -5.771253e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 6197 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6088 members 
Mstep: Class 10 contains 18964 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 106360 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 152420 members 
Mstep: Class 15 contains 90213 members 
Mstep: Class 16 contains 22651 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 963 members 
Mstep: Class 19 contains 20154 members 
Mstep: Class 21 contains 19309 members 
Mstep: Class 23 contains 10478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57712596.000000 Penalty: 67921.164062
Iteration 125Q: 22 clusters Score -5.77126e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 6271 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6093 members 
Mstep: Class 10 contains 18980 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 106879 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 151730 members 
Mstep: Class 15 contains 90204 members 
Mstep: Class 16 contains 22661 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 966 members 
Mstep: Class 19 contains 20136 members 
Mstep: Class 21 contains 19403 members 
Mstep: Class 23 contains 10473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57712748.000000 Penalty: 67921.164062
Iteration 126Q: 22 clusters Score -5.771275e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 6335 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6098 members 
Mstep: Class 10 contains 18994 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 107433 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 151005 members 
Mstep: Class 15 contains 90209 members 
Mstep: Class 16 contains 22669 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 968 members 
Mstep: Class 19 contains 20118 members 
Mstep: Class 21 contains 19500 members 
Mstep: Class 23 contains 10467 members 
Entering Unmasked Estep 
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Score: -57712856.000000 Penalty: 67921.164062
Iteration 127Q: 22 clusters Score -5.771286e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 6405 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6099 members 
Mstep: Class 10 contains 19010 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 107998 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 150262 members 
Mstep: Class 15 contains 90233 members 
Mstep: Class 16 contains 22679 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 969 members 
Mstep: Class 19 contains 20109 members 
Mstep: Class 21 contains 19569 members 
Mstep: Class 23 contains 10464 members 
Entering Unmasked Estep 
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Score: -57712804.000000 Penalty: 67921.164062
Iteration 128Q: 22 clusters Score -5.77128e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 6478 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6105 members 
Mstep: Class 10 contains 19030 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 108541 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 149517 members 
Mstep: Class 15 contains 90251 members 
Mstep: Class 16 contains 22698 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 970 members 
Mstep: Class 19 contains 20097 members 
Mstep: Class 21 contains 19649 members 
Mstep: Class 23 contains 10461 members 
Entering Unmasked Estep 
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Score: -57712828.000000 Penalty: 67921.164062
Iteration 129Q: 22 clusters Score -5.771283e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 6553 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6109 members 
Mstep: Class 10 contains 19043 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 109083 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 148783 members 
Mstep: Class 15 contains 90286 members 
Mstep: Class 16 contains 22717 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 973 members 
Mstep: Class 19 contains 20070 members 
Mstep: Class 21 contains 19726 members 
Mstep: Class 23 contains 10454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57712840.000000 Penalty: 67921.164062
Iteration 130Q: 22 clusters Score -5.771284e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 6643 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6115 members 
Mstep: Class 10 contains 19052 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 109611 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 148064 members 
Mstep: Class 15 contains 90295 members 
Mstep: Class 16 contains 22740 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 979 members 
Mstep: Class 19 contains 20052 members 
Mstep: Class 21 contains 19801 members 
Mstep: Class 23 contains 10445 members 
Entering Unmasked Estep 
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Score: -57712908.000000 Penalty: 67921.164062
Iteration 131Q: 22 clusters Score -5.771291e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 6740 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6124 members 
Mstep: Class 10 contains 19055 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 110166 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 147321 members 
Mstep: Class 15 contains 90306 members 
Mstep: Class 16 contains 22758 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 982 members 
Mstep: Class 19 contains 20038 members 
Mstep: Class 21 contains 19866 members 
Mstep: Class 23 contains 10441 members 
Entering Unmasked Estep 
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Score: -57713060.000000 Penalty: 67921.164062
Iteration 132Q: 22 clusters Score -5.771306e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 6801 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6131 members 
Mstep: Class 10 contains 19062 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 110754 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 146608 members 
Mstep: Class 15 contains 90307 members 
Mstep: Class 16 contains 22769 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 986 members 
Mstep: Class 19 contains 20011 members 
Mstep: Class 21 contains 19934 members 
Mstep: Class 23 contains 10433 members 
Entering Unmasked Estep 
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Score: -57712968.000000 Penalty: 67921.164062
Iteration 133Q: 22 clusters Score -5.771297e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 638 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 6870 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6148 members 
Mstep: Class 10 contains 19064 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 111368 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 145866 members 
Mstep: Class 15 contains 90309 members 
Mstep: Class 16 contains 22789 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 990 members 
Mstep: Class 19 contains 19981 members 
Mstep: Class 21 contains 19982 members 
Mstep: Class 23 contains 10430 members 
Entering Unmasked Estep 
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Iteration 134Q: 22 clusters Score -5.771304e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 638 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 6951 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6163 members 
Mstep: Class 10 contains 19075 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 112000 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 145055 members 
Mstep: Class 15 contains 90331 members 
Mstep: Class 16 contains 22813 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 996 members 
Mstep: Class 19 contains 19944 members 
Mstep: Class 21 contains 20044 members 
Mstep: Class 23 contains 10425 members 
Entering Unmasked Estep 
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Score: -57713024.000000 Penalty: 67921.164062
Iteration 135Q: 22 clusters Score -5.771302e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 7027 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6176 members 
Mstep: Class 10 contains 19086 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 112629 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 144230 members 
Mstep: Class 15 contains 90373 members 
Mstep: Class 16 contains 22820 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1000 members 
Mstep: Class 19 contains 19918 members 
Mstep: Class 21 contains 20114 members 
Mstep: Class 23 contains 10423 members 
Entering Unmasked Estep 
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Score: -57713324.000000 Penalty: 67921.164062
Iteration 136Q: 22 clusters Score -5.771332e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 7105 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6189 members 
Mstep: Class 10 contains 19104 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 113254 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 143379 members 
Mstep: Class 15 contains 90426 members 
Mstep: Class 16 contains 22839 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1003 members 
Mstep: Class 19 contains 19893 members 
Mstep: Class 21 contains 20184 members 
Mstep: Class 23 contains 10419 members 
Entering Unmasked Estep 
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Score: -57713288.000000 Penalty: 67921.164062
Iteration 137Q: 22 clusters Score -5.771329e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1283 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 7177 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6203 members 
Mstep: Class 10 contains 19110 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 113970 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 142488 members 
Mstep: Class 15 contains 90467 members 
Mstep: Class 16 contains 22858 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1007 members 
Mstep: Class 19 contains 19847 members 
Mstep: Class 21 contains 20244 members 
Mstep: Class 23 contains 10424 members 
Entering Unmasked Estep 
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Iteration 138Q: 22 clusters Score -5.771328e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1283 members 
Mstep: Class 5 contains 643 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 7270 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6215 members 
Mstep: Class 10 contains 19118 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 114709 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 141570 members 
Mstep: Class 15 contains 90504 members 
Mstep: Class 16 contains 22870 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1010 members 
Mstep: Class 19 contains 19803 members 
Mstep: Class 21 contains 20300 members 
Mstep: Class 23 contains 10423 members 
Entering Unmasked Estep 
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Score: -57713416.000000 Penalty: 67921.164062
Iteration 139Q: 22 clusters Score -5.771342e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1283 members 
Mstep: Class 5 contains 643 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 7367 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6221 members 
Mstep: Class 10 contains 19129 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 115516 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 140543 members 
Mstep: Class 15 contains 90572 members 
Mstep: Class 16 contains 22895 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1013 members 
Mstep: Class 19 contains 19757 members 
Mstep: Class 21 contains 20358 members 
Mstep: Class 23 contains 10421 members 
Entering Unmasked Estep 
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Score: -57713432.000000 Penalty: 67921.164062
Iteration 140F: 22 clusters Score -5.771343e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1283 members 
Mstep: Class 5 contains 643 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 7479 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6230 members 
Mstep: Class 10 contains 19141 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 116357 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 139457 members 
Mstep: Class 15 contains 90662 members 
Mstep: Class 16 contains 22925 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1015 members 
Mstep: Class 19 contains 19709 members 
Mstep: Class 21 contains 20400 members 
Mstep: Class 23 contains 10418 members 
Entering Unmasked Estep 
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Score: -57713576.000000 Penalty: 67921.164062
Iteration 141Q: 22 clusters Score -5.771358e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1283 members 
Mstep: Class 5 contains 643 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 7591 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6243 members 
Mstep: Class 10 contains 19155 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 117253 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 138330 members 
Mstep: Class 15 contains 90739 members 
Mstep: Class 16 contains 22955 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1022 members 
Mstep: Class 19 contains 19653 members 
Mstep: Class 21 contains 20431 members 
Mstep: Class 23 contains 10421 members 
Entering Unmasked Estep 
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Score: -57713872.000000 Penalty: 67921.164062
Iteration 142Q: 22 clusters Score -5.771387e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1283 members 
Mstep: Class 5 contains 643 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 7711 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6248 members 
Mstep: Class 10 contains 19161 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 118169 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 137174 members 
Mstep: Class 15 contains 90815 members 
Mstep: Class 16 contains 23002 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19604 members 
Mstep: Class 21 contains 20463 members 
Mstep: Class 23 contains 10421 members 
Entering Unmasked Estep 
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Score: -57713924.000000 Penalty: 67921.164062
Iteration 143Q: 22 clusters Score -5.771392e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1283 members 
Mstep: Class 5 contains 643 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 7830 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6251 members 
Mstep: Class 10 contains 19158 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 119118 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 135993 members 
Mstep: Class 15 contains 90881 members 
Mstep: Class 16 contains 23046 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1030 members 
Mstep: Class 19 contains 19566 members 
Mstep: Class 21 contains 20505 members 
Mstep: Class 23 contains 10414 members 
Entering Unmasked Estep 
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Iteration 144Q: 22 clusters Score -5.771416e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1283 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 7916 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6256 members 
Mstep: Class 10 contains 19164 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 120085 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 134845 members 
Mstep: Class 15 contains 90948 members 
Mstep: Class 16 contains 23076 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1039 members 
Mstep: Class 19 contains 19513 members 
Mstep: Class 21 contains 20551 members 
Mstep: Class 23 contains 10398 members 
Entering Unmasked Estep 
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Iteration 145Q: 22 clusters Score -5.771441e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1283 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 8017 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6261 members 
Mstep: Class 10 contains 19186 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 121048 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 133694 members 
Mstep: Class 15 contains 91001 members 
Mstep: Class 16 contains 23110 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 19442 members 
Mstep: Class 21 contains 20593 members 
Mstep: Class 23 contains 10384 members 
Entering Unmasked Estep 
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Score: -57714420.000000 Penalty: 67921.164062
Iteration 146Q: 22 clusters Score -5.771442e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1283 members 
Mstep: Class 5 contains 645 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 8116 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6261 members 
Mstep: Class 10 contains 19206 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 121997 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 132550 members 
Mstep: Class 15 contains 91066 members 
Mstep: Class 16 contains 23142 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1072 members 
Mstep: Class 19 contains 19365 members 
Mstep: Class 21 contains 20633 members 
Mstep: Class 23 contains 10379 members 
Entering Unmasked Estep 
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Iteration 147Q: 22 clusters Score -5.771465e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1283 members 
Mstep: Class 5 contains 645 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 8218 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6262 members 
Mstep: Class 10 contains 19233 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 122955 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 131366 members 
Mstep: Class 15 contains 91157 members 
Mstep: Class 16 contains 23170 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1083 members 
Mstep: Class 19 contains 19298 members 
Mstep: Class 21 contains 20675 members 
Mstep: Class 23 contains 10369 members 
Entering Unmasked Estep 
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Iteration 148Q: 22 clusters Score -5.771474e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1283 members 
Mstep: Class 5 contains 645 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 8305 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6262 members 
Mstep: Class 10 contains 19247 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 123947 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 130179 members 
Mstep: Class 15 contains 91237 members 
Mstep: Class 16 contains 23217 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 19225 members 
Mstep: Class 21 contains 20710 members 
Mstep: Class 23 contains 10358 members 
Entering Unmasked Estep 
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Iteration 149Q: 22 clusters Score -5.771482e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1283 members 
Mstep: Class 5 contains 645 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 8393 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6262 members 
Mstep: Class 10 contains 19257 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 124929 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 128960 members 
Mstep: Class 15 contains 91347 members 
Mstep: Class 16 contains 23246 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1113 members 
Mstep: Class 19 contains 19154 members 
Mstep: Class 21 contains 20767 members 
Mstep: Class 23 contains 10357 members 
Entering Unmasked Estep 
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Iteration 150Q: 22 clusters Score -5.771504e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1283 members 
Mstep: Class 5 contains 645 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 8482 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6258 members 
Mstep: Class 10 contains 19273 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 125979 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 127662 members 
Mstep: Class 15 contains 91442 members 
Mstep: Class 16 contains 23295 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1128 members 
Mstep: Class 19 contains 19069 members 
Mstep: Class 21 contains 20842 members 
Mstep: Class 23 contains 10353 members 
Entering Unmasked Estep 
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Iteration 151Q: 22 clusters Score -5.77152e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 645 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 8558 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6255 members 
Mstep: Class 10 contains 19299 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 127139 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 126277 members 
Mstep: Class 15 contains 91556 members 
Mstep: Class 16 contains 23334 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1139 members 
Mstep: Class 19 contains 18977 members 
Mstep: Class 21 contains 20896 members 
Mstep: Class 23 contains 10350 members 
Entering Unmasked Estep 
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Iteration 152Q: 22 clusters Score -5.771528e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 645 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 8642 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6254 members 
Mstep: Class 10 contains 19334 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 128370 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 124798 members 
Mstep: Class 15 contains 91688 members 
Mstep: Class 16 contains 23370 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1155 members 
Mstep: Class 19 contains 18869 members 
Mstep: Class 21 contains 20950 members 
Mstep: Class 23 contains 10349 members 
Entering Unmasked Estep 
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Iteration 153Q: 22 clusters Score -5.771566e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 645 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 8709 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6252 members 
Mstep: Class 10 contains 19368 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 129589 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 123301 members 
Mstep: Class 15 contains 91823 members 
Mstep: Class 16 contains 23425 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1164 members 
Mstep: Class 19 contains 18785 members 
Mstep: Class 21 contains 21016 members 
Mstep: Class 23 contains 10344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57715852.000000 Penalty: 67921.164062
Iteration 154Q: 22 clusters Score -5.771585e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 645 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 8772 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6256 members 
Mstep: Class 10 contains 19401 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 130843 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 121764 members 
Mstep: Class 15 contains 91964 members 
Mstep: Class 16 contains 23479 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1172 members 
Mstep: Class 19 contains 18696 members 
Mstep: Class 21 contains 21087 members 
Mstep: Class 23 contains 10338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57715936.000000 Penalty: 67921.164062
Iteration 155Q: 22 clusters Score -5.771594e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 645 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 8829 members 
Mstep: Class 8 contains 1423 members 
Mstep: Class 9 contains 6262 members 
Mstep: Class 10 contains 19445 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 132105 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 120215 members 
Mstep: Class 15 contains 92106 members 
Mstep: Class 16 contains 23544 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1187 members 
Mstep: Class 19 contains 18596 members 
Mstep: Class 21 contains 21148 members 
Mstep: Class 23 contains 10334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57716116.000000 Penalty: 67921.164062
Iteration 156Q: 22 clusters Score -5.771612e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 645 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 8901 members 
Mstep: Class 8 contains 1423 members 
Mstep: Class 9 contains 6268 members 
Mstep: Class 10 contains 19471 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 133353 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 118682 members 
Mstep: Class 15 contains 92240 members 
Mstep: Class 16 contains 23607 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 18490 members 
Mstep: Class 21 contains 21219 members 
Mstep: Class 23 contains 10329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57716184.000000 Penalty: 67921.164062
Iteration 157Q: 22 clusters Score -5.771618e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 646 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 8962 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6268 members 
Mstep: Class 10 contains 19495 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 134650 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 117113 members 
Mstep: Class 15 contains 92368 members 
Mstep: Class 16 contains 23694 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1240 members 
Mstep: Class 19 contains 18378 members 
Mstep: Class 21 contains 21281 members 
Mstep: Class 23 contains 10321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57716364.000000 Penalty: 67921.164062
Iteration 158Q: 22 clusters Score -5.771636e+07 nChanged 1869
Entering ConstructFrom: 
Score: -57716364.000000 Penalty: 67921.164062
Entering ConstructFrom: 
Trying to split cluster 1 (436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Entering Unmasked Estep 
Score: -50800.613281 Penalty: 1507.255371
	Iteration 0F: 2 clusters Score -50800.61 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 227 members 
Entering Unmasked Estep 
Score: -49351.996094 Penalty: 3014.510742
	Iteration 0F: 3 clusters Score -49352 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -49539.683594 Penalty: 3014.510742
	Iteration 1F: 3 clusters Score -49539.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -49607.390625 Penalty: 3014.510742
	Iteration 2Q: 3 clusters Score -49607.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -49637.562500 Penalty: 3014.510742
	Iteration 3Q: 3 clusters Score -49637.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -49645.960938 Penalty: 3014.510742
	Iteration 4Q: 3 clusters Score -49645.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -49653.085938 Penalty: 3014.510742
	Iteration 5Q: 3 clusters Score -49653.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -49661.355469 Penalty: 3014.510742
	Iteration 6Q: 3 clusters Score -49661.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -49667.386719 Penalty: 3014.510742
	Iteration 7Q: 3 clusters Score -49667.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -49669.121094 Penalty: 3014.510742
	Iteration 8Q: 3 clusters Score -49669.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -49669.121094 Penalty: 3014.510742
	Iteration 9F: 3 clusters Score -49669.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -59214.046875 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -59214.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -57664.859375 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -57664.86 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -57964.066406 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -57964.07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -58273.562500 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -58273.56 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -58492.335938 Penalty: 3115.076416
	Iteration 3F: 3 clusters Score -58492.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -58622.984375 Penalty: 3115.076416
	Iteration 4Q: 3 clusters Score -58622.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -58648.316406 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -58648.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -58678.070312 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -58678.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -58708.234375 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -58708.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -58736.414062 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -58736.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -58788.398438 Penalty: 3115.076416
	Iteration 9Q: 3 clusters Score -58788.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -58868.445312 Penalty: 3115.076416
	Iteration 10Q: 3 clusters Score -58868.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -58975.949219 Penalty: 3115.076416
	Iteration 11Q: 3 clusters Score -58975.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -59192.875000 Penalty: 3115.076416
	Iteration 12Q: 3 clusters Score -59192.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -59443.527344 Penalty: 3115.076416
	Iteration 13Q: 3 clusters Score -59443.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -59536.261719 Penalty: 3115.076416
	Iteration 14Q: 3 clusters Score -59536.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -59565.511719 Penalty: 3115.076416
	Iteration 15Q: 3 clusters Score -59565.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -59595.535156 Penalty: 3115.076416
	Iteration 16Q: 3 clusters Score -59595.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -59666.062500 Penalty: 3115.076416
	Iteration 17Q: 3 clusters Score -59666.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -59812.910156 Penalty: 3115.076416
	Iteration 18Q: 3 clusters Score -59812.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -59968.671875 Penalty: 3115.076416
	Iteration 19Q: 3 clusters Score -59968.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -59968.671875 Penalty: 3115.076416
	Iteration 20F: 3 clusters Score -59968.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 208 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 646 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9023 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6271 members 
Mstep: Class 10 contains 19506 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 135911 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 115569 members 
Mstep: Class 15 contains 92495 members 
Mstep: Class 16 contains 23756 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1271 members 
Mstep: Class 19 contains 18276 members 
Mstep: Class 20 contains 326 members 
Mstep: Class 21 contains 21367 members 
Mstep: Class 23 contains 10325 members 
Entering Unmasked Estep 
Score: -57715640.000000 Penalty: 71155.500000
Splitting cluster 2 changes total score from -57716364.000000 to -57715640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Entering Unmasked Estep 
Score: -69079.179688 Penalty: 1611.200195
	Iteration 0F: 2 clusters Score -69079.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -67495.765625 Penalty: 3222.400391
	Iteration 0F: 3 clusters Score -67495.77 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -67842.898438 Penalty: 3222.400391
	Iteration 1F: 3 clusters Score -67842.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -68019.179688 Penalty: 3222.400391
	Iteration 2F: 3 clusters Score -68019.18 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -68174.796875 Penalty: 3222.400391
	Iteration 3F: 3 clusters Score -68174.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -68282.648438 Penalty: 3222.400391
	Iteration 4Q: 3 clusters Score -68282.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -68363.609375 Penalty: 3222.400391
	Iteration 5Q: 3 clusters Score -68363.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -68434.828125 Penalty: 3222.400391
	Iteration 6Q: 3 clusters Score -68434.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -68508.000000 Penalty: 3222.400391
	Iteration 7Q: 3 clusters Score -68508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -68609.765625 Penalty: 3222.400391
	Iteration 8Q: 3 clusters Score -68609.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -68717.906250 Penalty: 3222.400391
	Iteration 9Q: 3 clusters Score -68717.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -68788.664062 Penalty: 3222.400391
	Iteration 10Q: 3 clusters Score -68788.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -68816.828125 Penalty: 3222.400391
	Iteration 11Q: 3 clusters Score -68816.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -68843.218750 Penalty: 3222.400391
	Iteration 12Q: 3 clusters Score -68843.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -68878.085938 Penalty: 3222.400391
	Iteration 13Q: 3 clusters Score -68878.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -68890.164062 Penalty: 3222.400391
	Iteration 14Q: 3 clusters Score -68890.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -68902.562500 Penalty: 3222.400391
	Iteration 15Q: 3 clusters Score -68902.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -68907.242188 Penalty: 3222.400391
	Iteration 16Q: 3 clusters Score -68907.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -68908.945312 Penalty: 3222.400391
	Iteration 17Q: 3 clusters Score -68908.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -68908.945312 Penalty: 3222.400391
	Iteration 18F: 3 clusters Score -68908.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Entering Unmasked Estep 
Score: -161006.046875 Penalty: 1775.118408
	Iteration 0F: 2 clusters Score -161006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -158854.890625 Penalty: 3550.236816
	Iteration 0F: 3 clusters Score -158854.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -159190.234375 Penalty: 3550.236816
	Iteration 1F: 3 clusters Score -159190.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -159285.718750 Penalty: 3550.236816
	Iteration 2F: 3 clusters Score -159285.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -159339.531250 Penalty: 3550.236816
	Iteration 3Q: 3 clusters Score -159339.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -159378.046875 Penalty: 3550.236816
	Iteration 4Q: 3 clusters Score -159378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -159399.953125 Penalty: 3550.236816
	Iteration 5Q: 3 clusters Score -159400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -159411.437500 Penalty: 3550.236816
	Iteration 6Q: 3 clusters Score -159411.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -159419.890625 Penalty: 3550.236816
	Iteration 7Q: 3 clusters Score -159419.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -159429.015625 Penalty: 3550.236816
	Iteration 8Q: 3 clusters Score -159429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -159432.109375 Penalty: 3550.236816
	Iteration 9Q: 3 clusters Score -159432.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -159435.031250 Penalty: 3550.236816
	Iteration 10Q: 3 clusters Score -159435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -159435.359375 Penalty: 3550.236816
	Iteration 11Q: 3 clusters Score -159435.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -159437.984375 Penalty: 3550.236816
	Iteration 12Q: 3 clusters Score -159438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -159441.750000 Penalty: 3550.236816
	Iteration 13Q: 3 clusters Score -159441.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -159441.750000 Penalty: 3550.236816
	Iteration 14F: 3 clusters Score -159441.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Entering Unmasked Estep 
Score: -79949.726562 Penalty: 1604.758301
	Iteration 0F: 2 clusters Score -79949.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -78265.140625 Penalty: 3209.516602
	Iteration 0F: 3 clusters Score -78265.14 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -78452.507812 Penalty: 3209.516602
	Iteration 1F: 3 clusters Score -78452.51 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -78553.359375 Penalty: 3209.516602
	Iteration 2F: 3 clusters Score -78553.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -78587.062500 Penalty: 3209.516602
	Iteration 3Q: 3 clusters Score -78587.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -78599.898438 Penalty: 3209.516602
	Iteration 4Q: 3 clusters Score -78599.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -78608.945312 Penalty: 3209.516602
	Iteration 5Q: 3 clusters Score -78608.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -78617.257812 Penalty: 3209.516602
	Iteration 6Q: 3 clusters Score -78617.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -78619.398438 Penalty: 3209.516602
	Iteration 7Q: 3 clusters Score -78619.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -78620.257812 Penalty: 3209.516602
	Iteration 8Q: 3 clusters Score -78620.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -78620.257812 Penalty: 3209.516602
	Iteration 9F: 3 clusters Score -78620.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -45308.476562 Penalty: 1497.391968
	Iteration 0F: 2 clusters Score -45308.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -44009.832031 Penalty: 2994.783936
	Iteration 0F: 3 clusters Score -44009.83 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -44247.000000 Penalty: 2994.783936
	Iteration 1F: 3 clusters Score -44247 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -44413.429688 Penalty: 2994.783936
	Iteration 2F: 3 clusters Score -44413.43 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -44706.058594 Penalty: 2994.783936
	Iteration 3F: 3 clusters Score -44706.06 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -44930.363281 Penalty: 2994.783936
	Iteration 4F: 3 clusters Score -44930.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -45024.281250 Penalty: 2994.783936
	Iteration 5Q: 3 clusters Score -45024.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -45109.093750 Penalty: 2994.783936
	Iteration 6Q: 3 clusters Score -45109.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -45139.253906 Penalty: 2994.783936
	Iteration 7Q: 3 clusters Score -45139.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -45168.937500 Penalty: 2994.783936
	Iteration 8Q: 3 clusters Score -45168.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -45179.738281 Penalty: 2994.783936
	Iteration 9Q: 3 clusters Score -45179.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -45179.738281 Penalty: 2994.783936
	Iteration 10F: 3 clusters Score -45179.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Entering Unmasked Estep 
Score: -1167967.250000 Penalty: 2258.667969
	Iteration 0F: 2 clusters Score -1167967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1160926.750000 Penalty: 4517.335938
	Iteration 0F: 3 clusters Score -1160927 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1162816.000000 Penalty: 4517.335938
	Iteration 1F: 3 clusters Score -1162816 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1163087.625000 Penalty: 4517.335938
	Iteration 2F: 3 clusters Score -1163088 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1163261.625000 Penalty: 4517.335938
	Iteration 3Q: 3 clusters Score -1163262 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1163373.000000 Penalty: 4517.335938
	Iteration 4Q: 3 clusters Score -1163373 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1163474.875000 Penalty: 4517.335938
	Iteration 5Q: 3 clusters Score -1163475 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1163563.125000 Penalty: 4517.335938
	Iteration 6Q: 3 clusters Score -1163563 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1163648.250000 Penalty: 4517.335938
	Iteration 7Q: 3 clusters Score -1163648 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1163731.375000 Penalty: 4517.335938
	Iteration 8Q: 3 clusters Score -1163731 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1163818.625000 Penalty: 4517.335938
	Iteration 9Q: 3 clusters Score -1163819 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1163903.500000 Penalty: 4517.335938
	Iteration 10Q: 3 clusters Score -1163904 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1164002.250000 Penalty: 4517.335938
	Iteration 11Q: 3 clusters Score -1164002 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1164107.000000 Penalty: 4517.335938
	Iteration 12Q: 3 clusters Score -1164107 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1164229.500000 Penalty: 4517.335938
	Iteration 13Q: 3 clusters Score -1164230 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1164358.125000 Penalty: 4517.335938
	Iteration 14Q: 3 clusters Score -1164358 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1164510.625000 Penalty: 4517.335938
	Iteration 15Q: 3 clusters Score -1164511 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1164668.000000 Penalty: 4517.335938
	Iteration 16Q: 3 clusters Score -1164668 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1164826.250000 Penalty: 4517.335938
	Iteration 17Q: 3 clusters Score -1164826 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1164994.375000 Penalty: 4517.335938
	Iteration 18Q: 3 clusters Score -1164994 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1165171.875000 Penalty: 4517.335938
	Iteration 19Q: 3 clusters Score -1165172 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1165353.750000 Penalty: 4517.335938
	Iteration 20F: 3 clusters Score -1165354 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1165512.875000 Penalty: 4517.335938
	Iteration 21Q: 3 clusters Score -1165513 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1165642.875000 Penalty: 4517.335938
	Iteration 22Q: 3 clusters Score -1165643 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1165755.625000 Penalty: 4517.335938
	Iteration 23Q: 3 clusters Score -1165756 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1165838.500000 Penalty: 4517.335938
	Iteration 24Q: 3 clusters Score -1165838 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1165898.125000 Penalty: 4517.335938
	Iteration 25Q: 3 clusters Score -1165898 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1165941.250000 Penalty: 4517.335938
	Iteration 26Q: 3 clusters Score -1165941 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1165970.625000 Penalty: 4517.335938
	Iteration 27Q: 3 clusters Score -1165971 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1165994.250000 Penalty: 4517.335938
	Iteration 28Q: 3 clusters Score -1165994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1166014.125000 Penalty: 4517.335938
	Iteration 29Q: 3 clusters Score -1166014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1166032.375000 Penalty: 4517.335938
	Iteration 30Q: 3 clusters Score -1166032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1166048.000000 Penalty: 4517.335938
	Iteration 31Q: 3 clusters Score -1166048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1166065.125000 Penalty: 4517.335938
	Iteration 32Q: 3 clusters Score -1166065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1166073.250000 Penalty: 4517.335938
	Iteration 33Q: 3 clusters Score -1166073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1166076.375000 Penalty: 4517.335938
	Iteration 34Q: 3 clusters Score -1166076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1166077.625000 Penalty: 4517.335938
	Iteration 35Q: 3 clusters Score -1166078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1166077.250000 Penalty: 4517.335938
	Iteration 36Q: 3 clusters Score -1166077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1166077.750000 Penalty: 4517.335938
	Iteration 37Q: 3 clusters Score -1166078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1166077.750000 Penalty: 4517.335938
	Iteration 38F: 3 clusters Score -1166078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Entering Unmasked Estep 
Score: -178821.375000 Penalty: 1800.435181
	Iteration 0F: 2 clusters Score -178821.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -176575.515625 Penalty: 3600.870361
	Iteration 0F: 3 clusters Score -176575.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -176913.125000 Penalty: 3600.870361
	Iteration 1F: 3 clusters Score -176913.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -177009.921875 Penalty: 3600.870361
	Iteration 2F: 3 clusters Score -177009.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -177057.796875 Penalty: 3600.870361
	Iteration 3Q: 3 clusters Score -177057.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -177095.984375 Penalty: 3600.870361
	Iteration 4Q: 3 clusters Score -177096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -177114.031250 Penalty: 3600.870361
	Iteration 5Q: 3 clusters Score -177114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -177134.937500 Penalty: 3600.870361
	Iteration 6Q: 3 clusters Score -177134.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -177154.953125 Penalty: 3600.870361
	Iteration 7Q: 3 clusters Score -177155 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -177173.843750 Penalty: 3600.870361
	Iteration 8Q: 3 clusters Score -177173.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -177185.625000 Penalty: 3600.870361
	Iteration 9Q: 3 clusters Score -177185.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -177192.625000 Penalty: 3600.870361
	Iteration 10Q: 3 clusters Score -177192.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -177200.078125 Penalty: 3600.870361
	Iteration 11Q: 3 clusters Score -177200.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -177201.093750 Penalty: 3600.870361
	Iteration 12Q: 3 clusters Score -177201.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -177202.234375 Penalty: 3600.870361
	Iteration 13Q: 3 clusters Score -177202.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -177206.921875 Penalty: 3600.870361
	Iteration 14Q: 3 clusters Score -177206.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -177214.156250 Penalty: 3600.870361
	Iteration 15Q: 3 clusters Score -177214.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -177216.703125 Penalty: 3600.870361
	Iteration 16Q: 3 clusters Score -177216.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -177222.015625 Penalty: 3600.870361
	Iteration 17Q: 3 clusters Score -177222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -177225.859375 Penalty: 3600.870361
	Iteration 18Q: 3 clusters Score -177225.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -177226.984375 Penalty: 3600.870361
	Iteration 19Q: 3 clusters Score -177227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -177227.453125 Penalty: 3600.870361
	Iteration 20F: 3 clusters Score -177227.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Entering Unmasked Estep 
Score: -799832.187500 Penalty: 2168.435547
	Iteration 0F: 2 clusters Score -799832.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -794512.062500 Penalty: 4336.871094
	Iteration 0F: 3 clusters Score -794512.1 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -795814.625000 Penalty: 4336.871094
	Iteration 1F: 3 clusters Score -795814.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -796052.875000 Penalty: 4336.871094
	Iteration 2F: 3 clusters Score -796052.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -796222.625000 Penalty: 4336.871094
	Iteration 3F: 3 clusters Score -796222.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -796354.812500 Penalty: 4336.871094
	Iteration 4Q: 3 clusters Score -796354.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -796467.812500 Penalty: 4336.871094
	Iteration 5Q: 3 clusters Score -796467.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -796564.125000 Penalty: 4336.871094
	Iteration 6Q: 3 clusters Score -796564.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -796652.687500 Penalty: 4336.871094
	Iteration 7Q: 3 clusters Score -796652.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -796727.000000 Penalty: 4336.871094
	Iteration 8Q: 3 clusters Score -796727 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -796804.562500 Penalty: 4336.871094
	Iteration 9Q: 3 clusters Score -796804.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -796867.312500 Penalty: 4336.871094
	Iteration 10Q: 3 clusters Score -796867.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -796925.437500 Penalty: 4336.871094
	Iteration 11Q: 3 clusters Score -796925.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -796993.875000 Penalty: 4336.871094
	Iteration 12Q: 3 clusters Score -796993.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -797064.062500 Penalty: 4336.871094
	Iteration 13Q: 3 clusters Score -797064.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -797136.687500 Penalty: 4336.871094
	Iteration 14Q: 3 clusters Score -797136.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -797211.250000 Penalty: 4336.871094
	Iteration 15Q: 3 clusters Score -797211.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -797281.250000 Penalty: 4336.871094
	Iteration 16Q: 3 clusters Score -797281.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -797358.187500 Penalty: 4336.871094
	Iteration 17Q: 3 clusters Score -797358.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -797420.500000 Penalty: 4336.871094
	Iteration 18Q: 3 clusters Score -797420.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -797483.000000 Penalty: 4336.871094
	Iteration 19Q: 3 clusters Score -797483 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -797533.937500 Penalty: 4336.871094
	Iteration 20F: 3 clusters Score -797533.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -797573.500000 Penalty: 4336.871094
	Iteration 21Q: 3 clusters Score -797573.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -797612.375000 Penalty: 4336.871094
	Iteration 22Q: 3 clusters Score -797612.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -797643.500000 Penalty: 4336.871094
	Iteration 23Q: 3 clusters Score -797643.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -797676.812500 Penalty: 4336.871094
	Iteration 24Q: 3 clusters Score -797676.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -797713.750000 Penalty: 4336.871094
	Iteration 25Q: 3 clusters Score -797713.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -797747.937500 Penalty: 4336.871094
	Iteration 26Q: 3 clusters Score -797747.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -797766.250000 Penalty: 4336.871094
	Iteration 27Q: 3 clusters Score -797766.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -797787.937500 Penalty: 4336.871094
	Iteration 28Q: 3 clusters Score -797787.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -797809.437500 Penalty: 4336.871094
	Iteration 29Q: 3 clusters Score -797809.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -797839.250000 Penalty: 4336.871094
	Iteration 30Q: 3 clusters Score -797839.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -797862.437500 Penalty: 4336.871094
	Iteration 31Q: 3 clusters Score -797862.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -797883.500000 Penalty: 4336.871094
	Iteration 32Q: 3 clusters Score -797883.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -797899.812500 Penalty: 4336.871094
	Iteration 33Q: 3 clusters Score -797899.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -797911.437500 Penalty: 4336.871094
	Iteration 34Q: 3 clusters Score -797911.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -797919.937500 Penalty: 4336.871094
	Iteration 35Q: 3 clusters Score -797919.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -797927.187500 Penalty: 4336.871094
	Iteration 36Q: 3 clusters Score -797927.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -797935.125000 Penalty: 4336.871094
	Iteration 37Q: 3 clusters Score -797935.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -797936.437500 Penalty: 4336.871094
	Iteration 38Q: 3 clusters Score -797936.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -797938.437500 Penalty: 4336.871094
	Iteration 39Q: 3 clusters Score -797938.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -797946.500000 Penalty: 4336.871094
	Iteration 40F: 3 clusters Score -797946.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -797950.875000 Penalty: 4336.871094
	Iteration 41Q: 3 clusters Score -797950.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -797960.187500 Penalty: 4336.871094
	Iteration 42Q: 3 clusters Score -797960.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -797963.250000 Penalty: 4336.871094
	Iteration 43Q: 3 clusters Score -797963.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -797964.250000 Penalty: 4336.871094
	Iteration 44Q: 3 clusters Score -797964.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -797965.937500 Penalty: 4336.871094
	Iteration 45Q: 3 clusters Score -797965.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -797968.062500 Penalty: 4336.871094
	Iteration 46Q: 3 clusters Score -797968.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -797968.875000 Penalty: 4336.871094
	Iteration 47Q: 3 clusters Score -797968.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -797970.000000 Penalty: 4336.871094
	Iteration 48Q: 3 clusters Score -797970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -797975.625000 Penalty: 4336.871094
	Iteration 49Q: 3 clusters Score -797975.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -797979.375000 Penalty: 4336.871094
	Iteration 50Q: 3 clusters Score -797979.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -797982.562500 Penalty: 4336.871094
	Iteration 51Q: 3 clusters Score -797982.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -797985.437500 Penalty: 4336.871094
	Iteration 52Q: 3 clusters Score -797985.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -797986.687500 Penalty: 4336.871094
	Iteration 53Q: 3 clusters Score -797986.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -797986.750000 Penalty: 4336.871094
	Iteration 54Q: 3 clusters Score -797986.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -797987.000000 Penalty: 4336.871094
	Iteration 55Q: 3 clusters Score -797987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -797987.625000 Penalty: 4336.871094
	Iteration 56Q: 3 clusters Score -797987.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -797989.062500 Penalty: 4336.871094
	Iteration 57Q: 3 clusters Score -797989.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -797989.375000 Penalty: 4336.871094
	Iteration 58Q: 3 clusters Score -797989.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -797989.375000 Penalty: 4336.871094
	Iteration 59F: 3 clusters Score -797989.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Entering Unmasked Estep 
Score: -2529783.500000 Penalty: 2449.862305
	Iteration 0F: 2 clusters Score -2529784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2516140.000000 Penalty: 4899.724609
	Iteration 0F: 3 clusters Score -2516140 nChanged 8495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -2520537.000000 Penalty: 4899.724609
	Iteration 1F: 3 clusters Score -2520537 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -2520880.750000 Penalty: 4899.724609
	Iteration 2Q: 3 clusters Score -2520881 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2521146.250000 Penalty: 4899.724609
	Iteration 3Q: 3 clusters Score -2521146 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -2521353.750000 Penalty: 4899.724609
	Iteration 4Q: 3 clusters Score -2521354 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2521536.000000 Penalty: 4899.724609
	Iteration 5Q: 3 clusters Score -2521536 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2521695.250000 Penalty: 4899.724609
	Iteration 6Q: 3 clusters Score -2521695 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2521851.500000 Penalty: 4899.724609
	Iteration 7Q: 3 clusters Score -2521852 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -2522003.000000 Penalty: 4899.724609
	Iteration 8Q: 3 clusters Score -2522003 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -2522169.250000 Penalty: 4899.724609
	Iteration 9Q: 3 clusters Score -2522169 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -2522351.750000 Penalty: 4899.724609
	Iteration 10Q: 3 clusters Score -2522352 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -2522597.750000 Penalty: 4899.724609
	Iteration 11Q: 3 clusters Score -2522598 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -2522881.500000 Penalty: 4899.724609
	Iteration 12Q: 3 clusters Score -2522882 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -2523217.250000 Penalty: 4899.724609
	Iteration 13Q: 3 clusters Score -2523217 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -2523675.750000 Penalty: 4899.724609
	Iteration 14Q: 3 clusters Score -2523676 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -2524260.500000 Penalty: 4899.724609
	Iteration 15Q: 3 clusters Score -2524260 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -2524898.000000 Penalty: 4899.724609
	Iteration 16Q: 3 clusters Score -2524898 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -2525540.500000 Penalty: 4899.724609
	Iteration 17Q: 3 clusters Score -2525540 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2526085.000000 Penalty: 4899.724609
	Iteration 18Q: 3 clusters Score -2526085 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -2526548.500000 Penalty: 4899.724609
	Iteration 19Q: 3 clusters Score -2526548 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -2526874.250000 Penalty: 4899.724609
	Iteration 20F: 3 clusters Score -2526874 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -2527087.500000 Penalty: 4899.724609
	Iteration 21Q: 3 clusters Score -2527088 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -2527237.250000 Penalty: 4899.724609
	Iteration 22Q: 3 clusters Score -2527237 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -2527359.750000 Penalty: 4899.724609
	Iteration 23Q: 3 clusters Score -2527360 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -2527443.000000 Penalty: 4899.724609
	Iteration 24Q: 3 clusters Score -2527443 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -2527517.500000 Penalty: 4899.724609
	Iteration 25Q: 3 clusters Score -2527518 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -2527578.500000 Penalty: 4899.724609
	Iteration 26Q: 3 clusters Score -2527578 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -2527616.000000 Penalty: 4899.724609
	Iteration 27Q: 3 clusters Score -2527616 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -2527638.250000 Penalty: 4899.724609
	Iteration 28Q: 3 clusters Score -2527638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -2527652.250000 Penalty: 4899.724609
	Iteration 29Q: 3 clusters Score -2527652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -2527664.750000 Penalty: 4899.724609
	Iteration 30Q: 3 clusters Score -2527665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -2527677.250000 Penalty: 4899.724609
	Iteration 31Q: 3 clusters Score -2527677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -2527685.750000 Penalty: 4899.724609
	Iteration 32Q: 3 clusters Score -2527686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -2527694.500000 Penalty: 4899.724609
	Iteration 33Q: 3 clusters Score -2527694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -2527699.250000 Penalty: 4899.724609
	Iteration 34Q: 3 clusters Score -2527699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -2527702.500000 Penalty: 4899.724609
	Iteration 35Q: 3 clusters Score -2527702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -2527704.000000 Penalty: 4899.724609
	Iteration 36Q: 3 clusters Score -2527704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -2527708.250000 Penalty: 4899.724609
	Iteration 37Q: 3 clusters Score -2527708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -2527712.500000 Penalty: 4899.724609
	Iteration 38Q: 3 clusters Score -2527712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -2527717.750000 Penalty: 4899.724609
	Iteration 39Q: 3 clusters Score -2527718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -2527721.000000 Penalty: 4899.724609
	Iteration 40F: 3 clusters Score -2527721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -2527723.750000 Penalty: 4899.724609
	Iteration 41Q: 3 clusters Score -2527724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -2527726.500000 Penalty: 4899.724609
	Iteration 42Q: 3 clusters Score -2527726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -2527729.250000 Penalty: 4899.724609
	Iteration 43Q: 3 clusters Score -2527729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -2527731.250000 Penalty: 4899.724609
	Iteration 44Q: 3 clusters Score -2527731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -2527733.500000 Penalty: 4899.724609
	Iteration 45Q: 3 clusters Score -2527734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -2527734.750000 Penalty: 4899.724609
	Iteration 46Q: 3 clusters Score -2527735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -2527736.000000 Penalty: 4899.724609
	Iteration 47Q: 3 clusters Score -2527736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -2527737.250000 Penalty: 4899.724609
	Iteration 48Q: 3 clusters Score -2527737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -2527737.250000 Penalty: 4899.724609
	Iteration 49F: 3 clusters Score -2527737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -28302.169922 Penalty: 1397.427734
	Iteration 0F: 2 clusters Score -28302.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -27138.125000 Penalty: 2794.855469
	Iteration 0F: 3 clusters Score -27138.12 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -27263.322266 Penalty: 2794.855469
	Iteration 1F: 3 clusters Score -27263.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -27322.689453 Penalty: 2794.855469
	Iteration 2Q: 3 clusters Score -27322.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27422.324219 Penalty: 2794.855469
	Iteration 3Q: 3 clusters Score -27422.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -27489.869141 Penalty: 2794.855469
	Iteration 4Q: 3 clusters Score -27489.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -27528.525391 Penalty: 2794.855469
	Iteration 5Q: 3 clusters Score -27528.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -27558.617188 Penalty: 2794.855469
	Iteration 6Q: 3 clusters Score -27558.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27582.134766 Penalty: 2794.855469
	Iteration 7Q: 3 clusters Score -27582.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27595.880859 Penalty: 2794.855469
	Iteration 8Q: 3 clusters Score -27595.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27603.300781 Penalty: 2794.855469
	Iteration 9Q: 3 clusters Score -27603.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27608.718750 Penalty: 2794.855469
	Iteration 10Q: 3 clusters Score -27608.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27612.404297 Penalty: 2794.855469
	Iteration 11Q: 3 clusters Score -27612.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27612.404297 Penalty: 2794.855469
	Iteration 12F: 3 clusters Score -27612.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (135911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135911 members 
Entering Unmasked Estep 
Score: -17214890.000000 Penalty: 2931.299316
	Iteration 0F: 2 clusters Score -1.721489e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67994 members 
Mstep: Class 2 contains 67917 members 
Entering Unmasked Estep 
Score: -17123636.000000 Penalty: 5862.598633
	Iteration 0F: 3 clusters Score -1.712364e+07 nChanged 64831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68515 members 
Mstep: Class 2 contains 67396 members 
Entering Unmasked Estep 
Score: -17161198.000000 Penalty: 5862.598633
	Iteration 1F: 3 clusters Score -1.71612e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69007 members 
Mstep: Class 2 contains 66904 members 
Entering Unmasked Estep 
Score: -17161918.000000 Penalty: 5862.598633
	Iteration 2Q: 3 clusters Score -1.716192e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69740 members 
Mstep: Class 2 contains 66171 members 
Entering Unmasked Estep 
Score: -17162756.000000 Penalty: 5862.598633
	Iteration 3Q: 3 clusters Score -1.716276e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70758 members 
Mstep: Class 2 contains 65153 members 
Entering Unmasked Estep 
Score: -17163704.000000 Penalty: 5862.598633
	Iteration 4Q: 3 clusters Score -1.71637e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72359 members 
Mstep: Class 2 contains 63552 members 
Entering Unmasked Estep 
Score: -17164786.000000 Penalty: 5862.598633
	Iteration 5Q: 3 clusters Score -1.716479e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74730 members 
Mstep: Class 2 contains 61181 members 
Entering Unmasked Estep 
Score: -17166004.000000 Penalty: 5862.598633
	Iteration 6Q: 3 clusters Score -1.7166e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78311 members 
Mstep: Class 2 contains 57600 members 
Entering Unmasked Estep 
Score: -17167640.000000 Penalty: 5862.598633
	Iteration 7Q: 3 clusters Score -1.716764e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83346 members 
Mstep: Class 2 contains 52565 members 
Entering Unmasked Estep 
Score: -17169984.000000 Penalty: 5862.598633
	Iteration 8Q: 3 clusters Score -1.716998e+07 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89928 members 
Mstep: Class 2 contains 45983 members 
Entering Unmasked Estep 
Score: -17173572.000000 Penalty: 5862.598633
	Iteration 9F: 3 clusters Score -1.717357e+07 nChanged 8584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98248 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -17178922.000000 Penalty: 5862.598633
	Iteration 10F: 3 clusters Score -1.717892e+07 nChanged 9891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108055 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -17186410.000000 Penalty: 5862.598633
	Iteration 11F: 3 clusters Score -1.718641e+07 nChanged 9918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117961 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -17195370.000000 Penalty: 5862.598633
	Iteration 12F: 3 clusters Score -1.719537e+07 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126171 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -17203632.000000 Penalty: 5862.598633
	Iteration 13F: 3 clusters Score -1.720363e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131368 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -17208816.000000 Penalty: 5862.598633
	Iteration 14Q: 3 clusters Score -1.720882e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133795 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -17211042.000000 Penalty: 5862.598633
	Iteration 15Q: 3 clusters Score -1.721104e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134679 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -17211790.000000 Penalty: 5862.598633
	Iteration 16Q: 3 clusters Score -1.721179e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135025 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -17212112.000000 Penalty: 5862.598633
	Iteration 17Q: 3 clusters Score -1.721211e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135176 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -17212256.000000 Penalty: 5862.598633
	Iteration 18Q: 3 clusters Score -1.721226e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135262 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -17212342.000000 Penalty: 5862.598633
	Iteration 19Q: 3 clusters Score -1.721234e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135308 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -17212384.000000 Penalty: 5862.598633
	Iteration 20F: 3 clusters Score -1.721238e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135334 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -17212414.000000 Penalty: 5862.598633
	Iteration 21Q: 3 clusters Score -1.721241e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135353 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -17212444.000000 Penalty: 5862.598633
	Iteration 22Q: 3 clusters Score -1.721244e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135366 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -17212460.000000 Penalty: 5862.598633
	Iteration 23Q: 3 clusters Score -1.721246e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135374 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -17212480.000000 Penalty: 5862.598633
	Iteration 24Q: 3 clusters Score -1.721248e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135381 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -17212492.000000 Penalty: 5862.598633
	Iteration 25Q: 3 clusters Score -1.721249e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135383 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -17212506.000000 Penalty: 5862.598633
	Iteration 26Q: 3 clusters Score -1.721251e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135388 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -17212514.000000 Penalty: 5862.598633
	Iteration 27Q: 3 clusters Score -1.721251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135394 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -17212502.000000 Penalty: 5862.598633
	Iteration 28Q: 3 clusters Score -1.72125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135396 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -17212502.000000 Penalty: 5862.598633
	Iteration 29Q: 3 clusters Score -1.72125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135397 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -17212500.000000 Penalty: 5862.598633
	Iteration 30Q: 3 clusters Score -1.72125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135398 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -17212500.000000 Penalty: 5862.598633
	Iteration 31Q: 3 clusters Score -1.72125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135399 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -17212504.000000 Penalty: 5862.598633
	Iteration 32Q: 3 clusters Score -1.72125e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135399 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -17212504.000000 Penalty: 5862.598633
	Iteration 33F: 3 clusters Score -1.72125e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -79269.164062 Penalty: 1631.654297
	Iteration 0F: 2 clusters Score -79269.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -77548.039062 Penalty: 3263.308594
	Iteration 0F: 3 clusters Score -77548.04 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -77944.796875 Penalty: 3263.308594
	Iteration 1F: 3 clusters Score -77944.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -78486.687500 Penalty: 3263.308594
	Iteration 2F: 3 clusters Score -78486.69 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -78636.304688 Penalty: 3263.308594
	Iteration 3F: 3 clusters Score -78636.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -78709.718750 Penalty: 3263.308594
	Iteration 4Q: 3 clusters Score -78709.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -78754.304688 Penalty: 3263.308594
	Iteration 5Q: 3 clusters Score -78754.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -78802.039062 Penalty: 3263.308594
	Iteration 6Q: 3 clusters Score -78802.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -78837.179688 Penalty: 3263.308594
	Iteration 7Q: 3 clusters Score -78837.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -78869.085938 Penalty: 3263.308594
	Iteration 8Q: 3 clusters Score -78869.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -78903.117188 Penalty: 3263.308594
	Iteration 9Q: 3 clusters Score -78903.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -78911.765625 Penalty: 3263.308594
	Iteration 10Q: 3 clusters Score -78911.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -78931.898438 Penalty: 3263.308594
	Iteration 11Q: 3 clusters Score -78931.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -78946.679688 Penalty: 3263.308594
	Iteration 12Q: 3 clusters Score -78946.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -78964.148438 Penalty: 3263.308594
	Iteration 13Q: 3 clusters Score -78964.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -78980.460938 Penalty: 3263.308594
	Iteration 14Q: 3 clusters Score -78980.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -78984.234375 Penalty: 3263.308594
	Iteration 15Q: 3 clusters Score -78984.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -78984.234375 Penalty: 3263.308594
	Iteration 16F: 3 clusters Score -78984.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (115569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115569 members 
Entering Unmasked Estep 
Score: -14668920.000000 Penalty: 2891.090576
	Iteration 0F: 2 clusters Score -1.466892e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57690 members 
Mstep: Class 2 contains 57879 members 
Entering Unmasked Estep 
Score: -14591564.000000 Penalty: 5782.181152
	Iteration 0F: 3 clusters Score -1.459156e+07 nChanged 54855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56367 members 
Mstep: Class 2 contains 59202 members 
Entering Unmasked Estep 
Score: -14622969.000000 Penalty: 5782.181152
	Iteration 1F: 3 clusters Score -1.462297e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55501 members 
Mstep: Class 2 contains 60068 members 
Entering Unmasked Estep 
Score: -14623948.000000 Penalty: 5782.181152
	Iteration 2Q: 3 clusters Score -1.462395e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54095 members 
Mstep: Class 2 contains 61474 members 
Entering Unmasked Estep 
Score: -14625149.000000 Penalty: 5782.181152
	Iteration 3Q: 3 clusters Score -1.462515e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52123 members 
Mstep: Class 2 contains 63446 members 
Entering Unmasked Estep 
Score: -14626640.000000 Penalty: 5782.181152
	Iteration 4Q: 3 clusters Score -1.462664e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49150 members 
Mstep: Class 2 contains 66419 members 
Entering Unmasked Estep 
Score: -14629027.000000 Penalty: 5782.181152
	Iteration 5Q: 3 clusters Score -1.462903e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45084 members 
Mstep: Class 2 contains 70485 members 
Entering Unmasked Estep 
Score: -14632265.000000 Penalty: 5782.181152
	Iteration 6F: 3 clusters Score -1.463226e+07 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 75697 members 
Entering Unmasked Estep 
Score: -14636438.000000 Penalty: 5782.181152
	Iteration 7F: 3 clusters Score -1.463644e+07 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33619 members 
Mstep: Class 2 contains 81950 members 
Entering Unmasked Estep 
Score: -14641596.000000 Penalty: 5782.181152
	Iteration 8F: 3 clusters Score -1.46416e+07 nChanged 7338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 88682 members 
Entering Unmasked Estep 
Score: -14647306.000000 Penalty: 5782.181152
	Iteration 9F: 3 clusters Score -1.464731e+07 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 94924 members 
Entering Unmasked Estep 
Score: -14652447.000000 Penalty: 5782.181152
	Iteration 10F: 3 clusters Score -1.465245e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 100024 members 
Entering Unmasked Estep 
Score: -14656699.000000 Penalty: 5782.181152
	Iteration 11Q: 3 clusters Score -1.46567e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 103917 members 
Entering Unmasked Estep 
Score: -14659676.000000 Penalty: 5782.181152
	Iteration 12Q: 3 clusters Score -1.465968e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 106831 members 
Entering Unmasked Estep 
Score: -14661868.000000 Penalty: 5782.181152
	Iteration 13Q: 3 clusters Score -1.466187e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 108957 members 
Entering Unmasked Estep 
Score: -14663583.000000 Penalty: 5782.181152
	Iteration 14Q: 3 clusters Score -1.466358e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 110456 members 
Entering Unmasked Estep 
Score: -14664770.000000 Penalty: 5782.181152
	Iteration 15Q: 3 clusters Score -1.466477e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 111458 members 
Entering Unmasked Estep 
Score: -14665509.000000 Penalty: 5782.181152
	Iteration 16Q: 3 clusters Score -1.466551e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 112137 members 
Entering Unmasked Estep 
Score: -14665950.000000 Penalty: 5782.181152
	Iteration 17Q: 3 clusters Score -1.466595e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 112616 members 
Entering Unmasked Estep 
Score: -14666252.000000 Penalty: 5782.181152
	Iteration 18Q: 3 clusters Score -1.466625e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 112986 members 
Entering Unmasked Estep 
Score: -14666457.000000 Penalty: 5782.181152
	Iteration 19Q: 3 clusters Score -1.466646e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 113244 members 
Entering Unmasked Estep 
Score: -14666643.000000 Penalty: 5782.181152
	Iteration 20F: 3 clusters Score -1.466664e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 113415 members 
Entering Unmasked Estep 
Score: -14666712.000000 Penalty: 5782.181152
	Iteration 21Q: 3 clusters Score -1.466671e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 113547 members 
Entering Unmasked Estep 
Score: -14666745.000000 Penalty: 5782.181152
	Iteration 22Q: 3 clusters Score -1.466674e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 113638 members 
Entering Unmasked Estep 
Score: -14666841.000000 Penalty: 5782.181152
	Iteration 23Q: 3 clusters Score -1.466684e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 113726 members 
Entering Unmasked Estep 
Score: -14666870.000000 Penalty: 5782.181152
	Iteration 24Q: 3 clusters Score -1.466687e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 113785 members 
Entering Unmasked Estep 
Score: -14666886.000000 Penalty: 5782.181152
	Iteration 25Q: 3 clusters Score -1.466689e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 113825 members 
Entering Unmasked Estep 
Score: -14666880.000000 Penalty: 5782.181152
	Iteration 26Q: 3 clusters Score -1.466688e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 113859 members 
Entering Unmasked Estep 
Score: -14666892.000000 Penalty: 5782.181152
	Iteration 27Q: 3 clusters Score -1.466689e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 113889 members 
Entering Unmasked Estep 
Score: -14666901.000000 Penalty: 5782.181152
	Iteration 28Q: 3 clusters Score -1.46669e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 113921 members 
Entering Unmasked Estep 
Score: -14666901.000000 Penalty: 5782.181152
	Iteration 29Q: 3 clusters Score -1.46669e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 113939 members 
Entering Unmasked Estep 
Score: -14666917.000000 Penalty: 5782.181152
	Iteration 30Q: 3 clusters Score -1.466692e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 113964 members 
Entering Unmasked Estep 
Score: -14666913.000000 Penalty: 5782.181152
	Iteration 31Q: 3 clusters Score -1.466691e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 113984 members 
Entering Unmasked Estep 
Score: -14666938.000000 Penalty: 5782.181152
	Iteration 32Q: 3 clusters Score -1.466694e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 114005 members 
Entering Unmasked Estep 
Score: -14666956.000000 Penalty: 5782.181152
	Iteration 33Q: 3 clusters Score -1.466696e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 114016 members 
Entering Unmasked Estep 
Score: -14666963.000000 Penalty: 5782.181152
	Iteration 34Q: 3 clusters Score -1.466696e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 114033 members 
Entering Unmasked Estep 
Score: -14666978.000000 Penalty: 5782.181152
	Iteration 35Q: 3 clusters Score -1.466698e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 114040 members 
Entering Unmasked Estep 
Score: -14666988.000000 Penalty: 5782.181152
	Iteration 36Q: 3 clusters Score -1.466699e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 114045 members 
Entering Unmasked Estep 
Score: -14666967.000000 Penalty: 5782.181152
	Iteration 37Q: 3 clusters Score -1.466697e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 114049 members 
Entering Unmasked Estep 
Score: -14666970.000000 Penalty: 5782.181152
	Iteration 38Q: 3 clusters Score -1.466697e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 114057 members 
Entering Unmasked Estep 
Score: -14666979.000000 Penalty: 5782.181152
	Iteration 39Q: 3 clusters Score -1.466698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 114061 members 
Entering Unmasked Estep 
Score: -14666972.000000 Penalty: 5782.181152
	Iteration 40F: 3 clusters Score -1.466697e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (92495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92495 members 
Entering Unmasked Estep 
Score: -11897802.000000 Penalty: 2835.857666
	Iteration 0F: 2 clusters Score -1.18978e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46273 members 
Mstep: Class 2 contains 46222 members 
Entering Unmasked Estep 
Score: -11835582.000000 Penalty: 5671.715332
	Iteration 0F: 3 clusters Score -1.183558e+07 nChanged 43765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46368 members 
Mstep: Class 2 contains 46127 members 
Entering Unmasked Estep 
Score: -11860506.000000 Penalty: 5671.715332
	Iteration 1F: 3 clusters Score -1.186051e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46503 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
Score: -11860995.000000 Penalty: 5671.715332
	Iteration 2Q: 3 clusters Score -1.1861e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46695 members 
Mstep: Class 2 contains 45800 members 
Entering Unmasked Estep 
Score: -11861540.000000 Penalty: 5671.715332
	Iteration 3Q: 3 clusters Score -1.186154e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47013 members 
Mstep: Class 2 contains 45482 members 
Entering Unmasked Estep 
Score: -11862223.000000 Penalty: 5671.715332
	Iteration 4Q: 3 clusters Score -1.186222e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47503 members 
Mstep: Class 2 contains 44992 members 
Entering Unmasked Estep 
Score: -11862720.000000 Penalty: 5671.715332
	Iteration 5Q: 3 clusters Score -1.186272e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48267 members 
Mstep: Class 2 contains 44228 members 
Entering Unmasked Estep 
Score: -11863426.000000 Penalty: 5671.715332
	Iteration 6Q: 3 clusters Score -1.186343e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49273 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -11864417.000000 Penalty: 5671.715332
	Iteration 7Q: 3 clusters Score -1.186442e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50554 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -11865660.000000 Penalty: 5671.715332
	Iteration 8Q: 3 clusters Score -1.186566e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52157 members 
Mstep: Class 2 contains 40338 members 
Entering Unmasked Estep 
Score: -11867169.000000 Penalty: 5671.715332
	Iteration 9Q: 3 clusters Score -1.186717e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53971 members 
Mstep: Class 2 contains 38524 members 
Entering Unmasked Estep 
Score: -11868817.000000 Penalty: 5671.715332
	Iteration 10Q: 3 clusters Score -1.186882e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56039 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -11870655.000000 Penalty: 5671.715332
	Iteration 11Q: 3 clusters Score -1.187066e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58446 members 
Mstep: Class 2 contains 34049 members 
Entering Unmasked Estep 
Score: -11872423.000000 Penalty: 5671.715332
	Iteration 12Q: 3 clusters Score -1.187242e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61216 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -11874398.000000 Penalty: 5671.715332
	Iteration 13Q: 3 clusters Score -1.18744e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64225 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -11876531.000000 Penalty: 5671.715332
	Iteration 14Q: 3 clusters Score -1.187653e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67354 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -11878561.000000 Penalty: 5671.715332
	Iteration 15Q: 3 clusters Score -1.187856e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70581 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -11880729.000000 Penalty: 5671.715332
	Iteration 16Q: 3 clusters Score -1.188073e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73674 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -11882704.000000 Penalty: 5671.715332
	Iteration 17Q: 3 clusters Score -1.18827e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76616 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -11884516.000000 Penalty: 5671.715332
	Iteration 18Q: 3 clusters Score -1.188452e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79368 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -11886190.000000 Penalty: 5671.715332
	Iteration 19Q: 3 clusters Score -1.188619e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81962 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -11887830.000000 Penalty: 5671.715332
	Iteration 20F: 3 clusters Score -1.188783e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84390 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -11889450.000000 Penalty: 5671.715332
	Iteration 21Q: 3 clusters Score -1.188945e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86534 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -11890933.000000 Penalty: 5671.715332
	Iteration 22Q: 3 clusters Score -1.189093e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88342 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -11892223.000000 Penalty: 5671.715332
	Iteration 23Q: 3 clusters Score -1.189222e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89733 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -11893284.000000 Penalty: 5671.715332
	Iteration 24Q: 3 clusters Score -1.189328e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90764 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -11894074.000000 Penalty: 5671.715332
	Iteration 25Q: 3 clusters Score -1.189407e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91413 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -11894609.000000 Penalty: 5671.715332
	Iteration 26Q: 3 clusters Score -1.189461e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91766 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -11894861.000000 Penalty: 5671.715332
	Iteration 27Q: 3 clusters Score -1.189486e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91939 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -11895016.000000 Penalty: 5671.715332
	Iteration 28Q: 3 clusters Score -1.189502e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92025 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -11895117.000000 Penalty: 5671.715332
	Iteration 29Q: 3 clusters Score -1.189512e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92068 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -11895160.000000 Penalty: 5671.715332
	Iteration 30Q: 3 clusters Score -1.189516e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92103 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -11895209.000000 Penalty: 5671.715332
	Iteration 31Q: 3 clusters Score -1.189521e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92131 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -11895225.000000 Penalty: 5671.715332
	Iteration 32Q: 3 clusters Score -1.189522e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92142 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -11895250.000000 Penalty: 5671.715332
	Iteration 33Q: 3 clusters Score -1.189525e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92157 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -11895260.000000 Penalty: 5671.715332
	Iteration 34Q: 3 clusters Score -1.189526e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92168 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -11895280.000000 Penalty: 5671.715332
	Iteration 35Q: 3 clusters Score -1.189528e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92177 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -11895298.000000 Penalty: 5671.715332
	Iteration 36Q: 3 clusters Score -1.18953e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92181 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -11895298.000000 Penalty: 5671.715332
	Iteration 37Q: 3 clusters Score -1.18953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92183 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -11895301.000000 Penalty: 5671.715332
	Iteration 38Q: 3 clusters Score -1.18953e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92183 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -11895301.000000 Penalty: 5671.715332
	Iteration 39F: 3 clusters Score -1.18953e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Entering Unmasked Estep 
Score: -3068038.500000 Penalty: 2498.746338
	Iteration 0F: 2 clusters Score -3068038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -3051515.250000 Penalty: 4997.492676
	Iteration 0F: 3 clusters Score -3051515 nChanged 10566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -3057286.000000 Penalty: 4997.492676
	Iteration 1F: 3 clusters Score -3057286 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -3057759.750000 Penalty: 4997.492676
	Iteration 2F: 3 clusters Score -3057760 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -3058190.500000 Penalty: 4997.492676
	Iteration 3Q: 3 clusters Score -3058190 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -3058599.500000 Penalty: 4997.492676
	Iteration 4Q: 3 clusters Score -3058600 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -3059073.000000 Penalty: 4997.492676
	Iteration 5Q: 3 clusters Score -3059073 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -3059689.500000 Penalty: 4997.492676
	Iteration 6Q: 3 clusters Score -3059690 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -3060415.500000 Penalty: 4997.492676
	Iteration 7Q: 3 clusters Score -3060416 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -3061257.500000 Penalty: 4997.492676
	Iteration 8F: 3 clusters Score -3061258 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -3062150.750000 Penalty: 4997.492676
	Iteration 9Q: 3 clusters Score -3062151 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -3062972.750000 Penalty: 4997.492676
	Iteration 10Q: 3 clusters Score -3062973 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -3063579.000000 Penalty: 4997.492676
	Iteration 11Q: 3 clusters Score -3063579 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -3063958.500000 Penalty: 4997.492676
	Iteration 12Q: 3 clusters Score -3063958 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -3064245.250000 Penalty: 4997.492676
	Iteration 13Q: 3 clusters Score -3064245 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -3064440.750000 Penalty: 4997.492676
	Iteration 14Q: 3 clusters Score -3064441 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -3064568.250000 Penalty: 4997.492676
	Iteration 15Q: 3 clusters Score -3064568 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -3064654.000000 Penalty: 4997.492676
	Iteration 16Q: 3 clusters Score -3064654 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -3064743.000000 Penalty: 4997.492676
	Iteration 17Q: 3 clusters Score -3064743 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -3064823.250000 Penalty: 4997.492676
	Iteration 18Q: 3 clusters Score -3064823 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -3064896.250000 Penalty: 4997.492676
	Iteration 19Q: 3 clusters Score -3064896 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -3064970.250000 Penalty: 4997.492676
	Iteration 20F: 3 clusters Score -3064970 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -3065029.250000 Penalty: 4997.492676
	Iteration 21Q: 3 clusters Score -3065029 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -3065060.750000 Penalty: 4997.492676
	Iteration 22Q: 3 clusters Score -3065061 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -3065117.250000 Penalty: 4997.492676
	Iteration 23Q: 3 clusters Score -3065117 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -3065147.000000 Penalty: 4997.492676
	Iteration 24Q: 3 clusters Score -3065147 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -3065205.000000 Penalty: 4997.492676
	Iteration 25Q: 3 clusters Score -3065205 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -3065232.500000 Penalty: 4997.492676
	Iteration 26Q: 3 clusters Score -3065232 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -3065269.500000 Penalty: 4997.492676
	Iteration 27Q: 3 clusters Score -3065270 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -3065313.000000 Penalty: 4997.492676
	Iteration 28Q: 3 clusters Score -3065313 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3065354.500000 Penalty: 4997.492676
	Iteration 29Q: 3 clusters Score -3065354 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -3065400.250000 Penalty: 4997.492676
	Iteration 30Q: 3 clusters Score -3065400 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3065431.500000 Penalty: 4997.492676
	Iteration 31Q: 3 clusters Score -3065432 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3065452.250000 Penalty: 4997.492676
	Iteration 32Q: 3 clusters Score -3065452 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3065473.000000 Penalty: 4997.492676
	Iteration 33Q: 3 clusters Score -3065473 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3065504.750000 Penalty: 4997.492676
	Iteration 34Q: 3 clusters Score -3065505 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3065530.500000 Penalty: 4997.492676
	Iteration 35Q: 3 clusters Score -3065530 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3065551.500000 Penalty: 4997.492676
	Iteration 36Q: 3 clusters Score -3065552 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3065578.250000 Penalty: 4997.492676
	Iteration 37Q: 3 clusters Score -3065578 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3065590.750000 Penalty: 4997.492676
	Iteration 38Q: 3 clusters Score -3065591 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3065595.000000 Penalty: 4997.492676
	Iteration 39Q: 3 clusters Score -3065595 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3065614.500000 Penalty: 4997.492676
	Iteration 40F: 3 clusters Score -3065614 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3065619.500000 Penalty: 4997.492676
	Iteration 41Q: 3 clusters Score -3065620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3065630.000000 Penalty: 4997.492676
	Iteration 42Q: 3 clusters Score -3065630 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3065635.250000 Penalty: 4997.492676
	Iteration 43Q: 3 clusters Score -3065635 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3065646.250000 Penalty: 4997.492676
	Iteration 44Q: 3 clusters Score -3065646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3065657.500000 Penalty: 4997.492676
	Iteration 45Q: 3 clusters Score -3065658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3065665.250000 Penalty: 4997.492676
	Iteration 46Q: 3 clusters Score -3065665 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3065671.750000 Penalty: 4997.492676
	Iteration 47Q: 3 clusters Score -3065672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3065689.250000 Penalty: 4997.492676
	Iteration 48Q: 3 clusters Score -3065689 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3065706.500000 Penalty: 4997.492676
	Iteration 49Q: 3 clusters Score -3065706 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3065720.500000 Penalty: 4997.492676
	Iteration 50Q: 3 clusters Score -3065720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3065730.250000 Penalty: 4997.492676
	Iteration 51Q: 3 clusters Score -3065730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3065745.500000 Penalty: 4997.492676
	Iteration 52Q: 3 clusters Score -3065746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3065750.250000 Penalty: 4997.492676
	Iteration 53Q: 3 clusters Score -3065750 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3065772.000000 Penalty: 4997.492676
	Iteration 54Q: 3 clusters Score -3065772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3065775.750000 Penalty: 4997.492676
	Iteration 55Q: 3 clusters Score -3065776 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3065788.250000 Penalty: 4997.492676
	Iteration 56Q: 3 clusters Score -3065788 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3065809.750000 Penalty: 4997.492676
	Iteration 57Q: 3 clusters Score -3065810 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3065829.000000 Penalty: 4997.492676
	Iteration 58Q: 3 clusters Score -3065829 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3065843.750000 Penalty: 4997.492676
	Iteration 59Q: 3 clusters Score -3065844 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3065852.500000 Penalty: 4997.492676
	Iteration 60F: 3 clusters Score -3065852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3065856.750000 Penalty: 4997.492676
	Iteration 61Q: 3 clusters Score -3065857 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3065866.250000 Penalty: 4997.492676
	Iteration 62Q: 3 clusters Score -3065866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3065875.000000 Penalty: 4997.492676
	Iteration 63Q: 3 clusters Score -3065875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3065884.250000 Penalty: 4997.492676
	Iteration 64Q: 3 clusters Score -3065884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3065885.500000 Penalty: 4997.492676
	Iteration 65Q: 3 clusters Score -3065886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3065898.500000 Penalty: 4997.492676
	Iteration 66Q: 3 clusters Score -3065898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3065905.000000 Penalty: 4997.492676
	Iteration 67Q: 3 clusters Score -3065905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3065908.750000 Penalty: 4997.492676
	Iteration 68Q: 3 clusters Score -3065909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3065908.250000 Penalty: 4997.492676
	Iteration 69Q: 3 clusters Score -3065908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3065916.000000 Penalty: 4997.492676
	Iteration 70Q: 3 clusters Score -3065916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3065913.250000 Penalty: 4997.492676
	Iteration 71Q: 3 clusters Score -3065913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3065913.250000 Penalty: 4997.492676
	Iteration 72Q: 3 clusters Score -3065913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3065914.750000 Penalty: 4997.492676
	Iteration 73Q: 3 clusters Score -3065915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3065920.250000 Penalty: 4997.492676
	Iteration 74Q: 3 clusters Score -3065920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3065924.500000 Penalty: 4997.492676
	Iteration 75Q: 3 clusters Score -3065924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3065926.000000 Penalty: 4997.492676
	Iteration 76Q: 3 clusters Score -3065926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3065927.750000 Penalty: 4997.492676
	Iteration 77Q: 3 clusters Score -3065928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3065928.750000 Penalty: 4997.492676
	Iteration 78Q: 3 clusters Score -3065929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3065934.000000 Penalty: 4997.492676
	Iteration 79Q: 3 clusters Score -3065934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3065932.750000 Penalty: 4997.492676
	Iteration 80F: 3 clusters Score -3065933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3065934.000000 Penalty: 4997.492676
	Iteration 81Q: 3 clusters Score -3065934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3065933.250000 Penalty: 4997.492676
	Iteration 82Q: 3 clusters Score -3065933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3065935.000000 Penalty: 4997.492676
	Iteration 83Q: 3 clusters Score -3065935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3065939.250000 Penalty: 4997.492676
	Iteration 84Q: 3 clusters Score -3065939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3065939.250000 Penalty: 4997.492676
	Iteration 85Q: 3 clusters Score -3065939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3065939.000000 Penalty: 4997.492676
	Iteration 86Q: 3 clusters Score -3065939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3065941.500000 Penalty: 4997.492676
	Iteration 87Q: 3 clusters Score -3065942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3065940.750000 Penalty: 4997.492676
	Iteration 88Q: 3 clusters Score -3065941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3065940.750000 Penalty: 4997.492676
	Iteration 89F: 3 clusters Score -3065941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -28459.183594 Penalty: 1377.133911
	Iteration 0F: 2 clusters Score -28459.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27204.757812 Penalty: 2754.267822
	Iteration 0F: 3 clusters Score -27204.76 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -27325.710938 Penalty: 2754.267822
	Iteration 1F: 3 clusters Score -27325.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -27387.183594 Penalty: 2754.267822
	Iteration 2F: 3 clusters Score -27387.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27436.511719 Penalty: 2754.267822
	Iteration 3Q: 3 clusters Score -27436.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -27486.748047 Penalty: 2754.267822
	Iteration 4Q: 3 clusters Score -27486.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27498.474609 Penalty: 2754.267822
	Iteration 5Q: 3 clusters Score -27498.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27504.222656 Penalty: 2754.267822
	Iteration 6Q: 3 clusters Score -27504.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -27512.017578 Penalty: 2754.267822
	Iteration 7Q: 3 clusters Score -27512.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -27533.281250 Penalty: 2754.267822
	Iteration 8Q: 3 clusters Score -27533.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -27533.281250 Penalty: 2754.267822
	Iteration 9F: 3 clusters Score -27533.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Entering Unmasked Estep 
Score: -153969.500000 Penalty: 1772.594727
	Iteration 0F: 2 clusters Score -153969.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -151857.312500 Penalty: 3545.189453
	Iteration 0F: 3 clusters Score -151857.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -152146.640625 Penalty: 3545.189453
	Iteration 1F: 3 clusters Score -152146.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -152238.359375 Penalty: 3545.189453
	Iteration 2F: 3 clusters Score -152238.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -152275.265625 Penalty: 3545.189453
	Iteration 3Q: 3 clusters Score -152275.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -152299.265625 Penalty: 3545.189453
	Iteration 4Q: 3 clusters Score -152299.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -152320.890625 Penalty: 3545.189453
	Iteration 5Q: 3 clusters Score -152320.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -152330.406250 Penalty: 3545.189453
	Iteration 6Q: 3 clusters Score -152330.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -152340.437500 Penalty: 3545.189453
	Iteration 7Q: 3 clusters Score -152340.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -152343.968750 Penalty: 3545.189453
	Iteration 8Q: 3 clusters Score -152344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -152344.765625 Penalty: 3545.189453
	Iteration 9Q: 3 clusters Score -152344.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -152344.765625 Penalty: 3545.189453
	Iteration 10F: 3 clusters Score -152344.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Entering Unmasked Estep 
Score: -2277013.500000 Penalty: 2433.709229
	Iteration 0F: 2 clusters Score -2277014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2264045.250000 Penalty: 4867.418457
	Iteration 0F: 3 clusters Score -2264045 nChanged 7972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2268241.500000 Penalty: 4867.418457
	Iteration 1F: 3 clusters Score -2268242 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2268568.250000 Penalty: 4867.418457
	Iteration 2F: 3 clusters Score -2268568 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -2268830.000000 Penalty: 4867.418457
	Iteration 3Q: 3 clusters Score -2268830 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -2269038.000000 Penalty: 4867.418457
	Iteration 4Q: 3 clusters Score -2269038 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2269268.750000 Penalty: 4867.418457
	Iteration 5Q: 3 clusters Score -2269269 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -2269549.500000 Penalty: 4867.418457
	Iteration 6Q: 3 clusters Score -2269550 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -2269934.500000 Penalty: 4867.418457
	Iteration 7Q: 3 clusters Score -2269934 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -2270454.250000 Penalty: 4867.418457
	Iteration 8Q: 3 clusters Score -2270454 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -2271185.000000 Penalty: 4867.418457
	Iteration 9F: 3 clusters Score -2271185 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -2272001.750000 Penalty: 4867.418457
	Iteration 10F: 3 clusters Score -2272002 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2272769.500000 Penalty: 4867.418457
	Iteration 11F: 3 clusters Score -2272770 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2273415.000000 Penalty: 4867.418457
	Iteration 12Q: 3 clusters Score -2273415 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2273891.250000 Penalty: 4867.418457
	Iteration 13Q: 3 clusters Score -2273891 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2274313.000000 Penalty: 4867.418457
	Iteration 14Q: 3 clusters Score -2274313 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2274862.250000 Penalty: 4867.418457
	Iteration 15Q: 3 clusters Score -2274862 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2275102.250000 Penalty: 4867.418457
	Iteration 16Q: 3 clusters Score -2275102 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2275171.500000 Penalty: 4867.418457
	Iteration 17Q: 3 clusters Score -2275172 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2275212.500000 Penalty: 4867.418457
	Iteration 18Q: 3 clusters Score -2275212 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2275232.000000 Penalty: 4867.418457
	Iteration 19Q: 3 clusters Score -2275232 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2275238.000000 Penalty: 4867.418457
	Iteration 20F: 3 clusters Score -2275238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2275250.000000 Penalty: 4867.418457
	Iteration 21Q: 3 clusters Score -2275250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2275254.000000 Penalty: 4867.418457
	Iteration 22Q: 3 clusters Score -2275254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2275257.250000 Penalty: 4867.418457
	Iteration 23Q: 3 clusters Score -2275257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2275260.750000 Penalty: 4867.418457
	Iteration 24Q: 3 clusters Score -2275261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2275260.500000 Penalty: 4867.418457
	Iteration 25Q: 3 clusters Score -2275260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2275260.250000 Penalty: 4867.418457
	Iteration 26Q: 3 clusters Score -2275260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2275261.750000 Penalty: 4867.418457
	Iteration 27Q: 3 clusters Score -2275262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2275260.250000 Penalty: 4867.418457
	Iteration 28Q: 3 clusters Score -2275260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2275260.250000 Penalty: 4867.418457
	Iteration 29F: 3 clusters Score -2275260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Entering Unmasked Estep 
Score: -2746695.750000 Penalty: 2472.461426
	Iteration 0F: 2 clusters Score -2746696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -2731714.000000 Penalty: 4944.922852
	Iteration 0F: 3 clusters Score -2731714 nChanged 9479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2736924.750000 Penalty: 4944.922852
	Iteration 1F: 3 clusters Score -2736925 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -2737374.500000 Penalty: 4944.922852
	Iteration 2F: 3 clusters Score -2737374 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2737778.500000 Penalty: 4944.922852
	Iteration 3Q: 3 clusters Score -2737778 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -2738135.750000 Penalty: 4944.922852
	Iteration 4Q: 3 clusters Score -2738136 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2738508.500000 Penalty: 4944.922852
	Iteration 5Q: 3 clusters Score -2738508 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -2738936.750000 Penalty: 4944.922852
	Iteration 6Q: 3 clusters Score -2738937 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -2739447.750000 Penalty: 4944.922852
	Iteration 7Q: 3 clusters Score -2739448 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -2739974.000000 Penalty: 4944.922852
	Iteration 8Q: 3 clusters Score -2739974 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2740604.750000 Penalty: 4944.922852
	Iteration 9Q: 3 clusters Score -2740605 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -2741239.000000 Penalty: 4944.922852
	Iteration 10Q: 3 clusters Score -2741239 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -2741785.000000 Penalty: 4944.922852
	Iteration 11Q: 3 clusters Score -2741785 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2742191.750000 Penalty: 4944.922852
	Iteration 12Q: 3 clusters Score -2742192 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -2742541.000000 Penalty: 4944.922852
	Iteration 13Q: 3 clusters Score -2742541 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2742909.250000 Penalty: 4944.922852
	Iteration 14Q: 3 clusters Score -2742909 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2743308.000000 Penalty: 4944.922852
	Iteration 15Q: 3 clusters Score -2743308 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -2743685.500000 Penalty: 4944.922852
	Iteration 16Q: 3 clusters Score -2743686 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -2744024.500000 Penalty: 4944.922852
	Iteration 17Q: 3 clusters Score -2744024 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -2744263.250000 Penalty: 4944.922852
	Iteration 18Q: 3 clusters Score -2744263 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -2744443.250000 Penalty: 4944.922852
	Iteration 19Q: 3 clusters Score -2744443 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2744536.500000 Penalty: 4944.922852
	Iteration 20F: 3 clusters Score -2744536 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -2744623.000000 Penalty: 4944.922852
	Iteration 21Q: 3 clusters Score -2744623 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -2744675.500000 Penalty: 4944.922852
	Iteration 22Q: 3 clusters Score -2744676 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2744706.750000 Penalty: 4944.922852
	Iteration 23Q: 3 clusters Score -2744707 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -2744732.750000 Penalty: 4944.922852
	Iteration 24Q: 3 clusters Score -2744733 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -2744753.000000 Penalty: 4944.922852
	Iteration 25Q: 3 clusters Score -2744753 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2744765.750000 Penalty: 4944.922852
	Iteration 26Q: 3 clusters Score -2744766 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -2744778.250000 Penalty: 4944.922852
	Iteration 27Q: 3 clusters Score -2744778 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -2744778.000000 Penalty: 4944.922852
	Iteration 28Q: 3 clusters Score -2744778 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2744779.000000 Penalty: 4944.922852
	Iteration 29Q: 3 clusters Score -2744779 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -2744784.500000 Penalty: 4944.922852
	Iteration 30Q: 3 clusters Score -2744784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2744791.750000 Penalty: 4944.922852
	Iteration 31Q: 3 clusters Score -2744792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -2744796.000000 Penalty: 4944.922852
	Iteration 32Q: 3 clusters Score -2744796 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -2744794.750000 Penalty: 4944.922852
	Iteration 33Q: 3 clusters Score -2744795 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2744800.750000 Penalty: 4944.922852
	Iteration 34Q: 3 clusters Score -2744801 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2744816.750000 Penalty: 4944.922852
	Iteration 35Q: 3 clusters Score -2744817 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2744825.250000 Penalty: 4944.922852
	Iteration 36Q: 3 clusters Score -2744825 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2744826.000000 Penalty: 4944.922852
	Iteration 37Q: 3 clusters Score -2744826 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -2744824.250000 Penalty: 4944.922852
	Iteration 38Q: 3 clusters Score -2744824 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2744824.500000 Penalty: 4944.922852
	Iteration 39Q: 3 clusters Score -2744824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2744829.000000 Penalty: 4944.922852
	Iteration 40F: 3 clusters Score -2744829 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2744829.250000 Penalty: 4944.922852
	Iteration 41Q: 3 clusters Score -2744829 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -2744824.750000 Penalty: 4944.922852
	Iteration 42Q: 3 clusters Score -2744825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -2744828.750000 Penalty: 4944.922852
	Iteration 43Q: 3 clusters Score -2744829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2744833.500000 Penalty: 4944.922852
	Iteration 44Q: 3 clusters Score -2744834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -2744835.500000 Penalty: 4944.922852
	Iteration 45Q: 3 clusters Score -2744836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -2744833.750000 Penalty: 4944.922852
	Iteration 46Q: 3 clusters Score -2744834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2744840.250000 Penalty: 4944.922852
	Iteration 47Q: 3 clusters Score -2744840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -2744851.750000 Penalty: 4944.922852
	Iteration 48Q: 3 clusters Score -2744852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -2744851.750000 Penalty: 4944.922852
	Iteration 49Q: 3 clusters Score -2744852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -2744852.500000 Penalty: 4944.922852
	Iteration 50Q: 3 clusters Score -2744852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -2744855.500000 Penalty: 4944.922852
	Iteration 51Q: 3 clusters Score -2744856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2744853.000000 Penalty: 4944.922852
	Iteration 52Q: 3 clusters Score -2744853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2744852.750000 Penalty: 4944.922852
	Iteration 53Q: 3 clusters Score -2744853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2744852.750000 Penalty: 4944.922852
	Iteration 54F: 3 clusters Score -2744853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Entering Unmasked Estep 
Score: -1325341.250000 Penalty: 2292.096436
	Iteration 0F: 2 clusters Score -1325341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1317465.000000 Penalty: 4584.192871
	Iteration 0F: 3 clusters Score -1317465 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1319888.500000 Penalty: 4584.192871
	Iteration 1F: 3 clusters Score -1319888 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1320265.375000 Penalty: 4584.192871
	Iteration 2F: 3 clusters Score -1320265 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1320556.250000 Penalty: 4584.192871
	Iteration 3F: 3 clusters Score -1320556 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1320779.000000 Penalty: 4584.192871
	Iteration 4Q: 3 clusters Score -1320779 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1320995.125000 Penalty: 4584.192871
	Iteration 5Q: 3 clusters Score -1320995 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1321199.875000 Penalty: 4584.192871
	Iteration 6Q: 3 clusters Score -1321200 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1321470.250000 Penalty: 4584.192871
	Iteration 7Q: 3 clusters Score -1321470 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1321777.500000 Penalty: 4584.192871
	Iteration 8Q: 3 clusters Score -1321778 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1322159.500000 Penalty: 4584.192871
	Iteration 9Q: 3 clusters Score -1322160 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1322622.375000 Penalty: 4584.192871
	Iteration 10F: 3 clusters Score -1322622 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1323071.250000 Penalty: 4584.192871
	Iteration 11Q: 3 clusters Score -1323071 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1323388.125000 Penalty: 4584.192871
	Iteration 12Q: 3 clusters Score -1323388 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1323600.375000 Penalty: 4584.192871
	Iteration 13Q: 3 clusters Score -1323600 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1323708.250000 Penalty: 4584.192871
	Iteration 14Q: 3 clusters Score -1323708 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1323769.000000 Penalty: 4584.192871
	Iteration 15Q: 3 clusters Score -1323769 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1323821.250000 Penalty: 4584.192871
	Iteration 16Q: 3 clusters Score -1323821 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1323834.875000 Penalty: 4584.192871
	Iteration 17Q: 3 clusters Score -1323835 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1323845.375000 Penalty: 4584.192871
	Iteration 18Q: 3 clusters Score -1323845 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1323859.000000 Penalty: 4584.192871
	Iteration 19Q: 3 clusters Score -1323859 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1323866.750000 Penalty: 4584.192871
	Iteration 20F: 3 clusters Score -1323867 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1323869.625000 Penalty: 4584.192871
	Iteration 21Q: 3 clusters Score -1323870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1323877.875000 Penalty: 4584.192871
	Iteration 22Q: 3 clusters Score -1323878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1323882.125000 Penalty: 4584.192871
	Iteration 23Q: 3 clusters Score -1323882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1323885.375000 Penalty: 4584.192871
	Iteration 24Q: 3 clusters Score -1323885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1323886.375000 Penalty: 4584.192871
	Iteration 25Q: 3 clusters Score -1323886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1323890.000000 Penalty: 4584.192871
	Iteration 26Q: 3 clusters Score -1323890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1323895.375000 Penalty: 4584.192871
	Iteration 27Q: 3 clusters Score -1323895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1323897.125000 Penalty: 4584.192871
	Iteration 28Q: 3 clusters Score -1323897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1323897.875000 Penalty: 4584.192871
	Iteration 29Q: 3 clusters Score -1323898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1323899.375000 Penalty: 4584.192871
	Iteration 30Q: 3 clusters Score -1323899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1323898.625000 Penalty: 4584.192871
	Iteration 31Q: 3 clusters Score -1323899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1323901.250000 Penalty: 4584.192871
	Iteration 32Q: 3 clusters Score -1323901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1323899.250000 Penalty: 4584.192871
	Iteration 33Q: 3 clusters Score -1323899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1323901.125000 Penalty: 4584.192871
	Iteration 34Q: 3 clusters Score -1323901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1323901.500000 Penalty: 4584.192871
	Iteration 35Q: 3 clusters Score -1323902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1323901.875000 Penalty: 4584.192871
	Iteration 36Q: 3 clusters Score -1323902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1323902.000000 Penalty: 4584.192871
	Iteration 37Q: 3 clusters Score -1323902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1323901.625000 Penalty: 4584.192871
	Iteration 38Q: 3 clusters Score -1323902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1323901.750000 Penalty: 4584.192871
	Iteration 39Q: 3 clusters Score -1323902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1323904.500000 Penalty: 4584.192871
	Iteration 40F: 3 clusters Score -1323904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1323905.875000 Penalty: 4584.192871
	Iteration 41Q: 3 clusters Score -1323906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1323904.625000 Penalty: 4584.192871
	Iteration 42Q: 3 clusters Score -1323905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1323905.750000 Penalty: 4584.192871
	Iteration 43Q: 3 clusters Score -1323906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1323905.750000 Penalty: 4584.192871
	Iteration 44F: 3 clusters Score -1323906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 646 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9023 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6271 members 
Mstep: Class 10 contains 19506 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 135911 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 115569 members 
Mstep: Class 15 contains 92495 members 
Mstep: Class 16 contains 23756 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1271 members 
Mstep: Class 19 contains 18276 members 
Mstep: Class 21 contains 21367 members 
Mstep: Class 23 contains 10325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57716644.000000 Penalty: 67921.164062
Iteration 159Q: 22 clusters Score -5.771664e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9066 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6274 members 
Mstep: Class 10 contains 19532 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 137218 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 113990 members 
Mstep: Class 15 contains 92591 members 
Mstep: Class 16 contains 23811 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1296 members 
Mstep: Class 19 contains 18182 members 
Mstep: Class 21 contains 21478 members 
Mstep: Class 23 contains 10331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57716932.000000 Penalty: 67921.164062
Iteration 160F: 22 clusters Score -5.771693e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9108 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6280 members 
Mstep: Class 10 contains 19558 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 138524 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 112471 members 
Mstep: Class 15 contains 92643 members 
Mstep: Class 16 contains 23862 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1330 members 
Mstep: Class 19 contains 18097 members 
Mstep: Class 21 contains 21559 members 
Mstep: Class 23 contains 10339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717012.000000 Penalty: 67921.164062
Iteration 161Q: 22 clusters Score -5.771701e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9153 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6279 members 
Mstep: Class 10 contains 19591 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 139827 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 110949 members 
Mstep: Class 15 contains 92691 members 
Mstep: Class 16 contains 23915 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1364 members 
Mstep: Class 19 contains 18023 members 
Mstep: Class 21 contains 21638 members 
Mstep: Class 23 contains 10340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717272.000000 Penalty: 67921.164062
Iteration 162Q: 22 clusters Score -5.771727e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9207 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6284 members 
Mstep: Class 10 contains 19613 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 141124 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 109423 members 
Mstep: Class 15 contains 92759 members 
Mstep: Class 16 contains 23959 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1393 members 
Mstep: Class 19 contains 17959 members 
Mstep: Class 21 contains 21709 members 
Mstep: Class 23 contains 10340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717336.000000 Penalty: 67921.164062
Iteration 163Q: 22 clusters Score -5.771734e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9257 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6278 members 
Mstep: Class 10 contains 19635 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 142469 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 107833 members 
Mstep: Class 15 contains 92846 members 
Mstep: Class 16 contains 24008 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1412 members 
Mstep: Class 19 contains 17914 members 
Mstep: Class 21 contains 21774 members 
Mstep: Class 23 contains 10343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717564.000000 Penalty: 67921.164062
Iteration 164Q: 22 clusters Score -5.771756e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9296 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6272 members 
Mstep: Class 10 contains 19659 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 143805 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 106246 members 
Mstep: Class 15 contains 92928 members 
Mstep: Class 16 contains 24068 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1435 members 
Mstep: Class 19 contains 17874 members 
Mstep: Class 21 contains 21845 members 
Mstep: Class 23 contains 10341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717872.000000 Penalty: 67921.164062
Iteration 165Q: 22 clusters Score -5.771787e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9349 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6273 members 
Mstep: Class 10 contains 19687 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 145151 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 104623 members 
Mstep: Class 15 contains 92994 members 
Mstep: Class 16 contains 24156 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1465 members 
Mstep: Class 19 contains 17839 members 
Mstep: Class 21 contains 21886 members 
Mstep: Class 23 contains 10346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718088.000000 Penalty: 67921.164062
Iteration 166Q: 22 clusters Score -5.771809e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9411 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6268 members 
Mstep: Class 10 contains 19719 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 146538 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 102959 members 
Mstep: Class 15 contains 93039 members 
Mstep: Class 16 contains 24241 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1493 members 
Mstep: Class 19 contains 17809 members 
Mstep: Class 21 contains 21939 members 
Mstep: Class 23 contains 10353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718376.000000 Penalty: 67921.164062
Iteration 167Q: 22 clusters Score -5.771838e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9472 members 
Mstep: Class 8 contains 1421 members 
Mstep: Class 9 contains 6261 members 
Mstep: Class 10 contains 19768 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 147907 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 101280 members 
Mstep: Class 15 contains 93082 members 
Mstep: Class 16 contains 24328 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1516 members 
Mstep: Class 19 contains 17788 members 
Mstep: Class 21 contains 22004 members 
Mstep: Class 23 contains 10365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718600.000000 Penalty: 67921.164062
Iteration 168Q: 22 clusters Score -5.77186e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9519 members 
Mstep: Class 8 contains 1421 members 
Mstep: Class 9 contains 6255 members 
Mstep: Class 10 contains 19792 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 149405 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 99530 members 
Mstep: Class 15 contains 93115 members 
Mstep: Class 16 contains 24390 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1529 members 
Mstep: Class 19 contains 17775 members 
Mstep: Class 21 contains 22082 members 
Mstep: Class 23 contains 10379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718660.000000 Penalty: 67921.164062
Iteration 169Q: 22 clusters Score -5.771866e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9565 members 
Mstep: Class 8 contains 1421 members 
Mstep: Class 9 contains 6253 members 
Mstep: Class 10 contains 19830 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 150980 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 97699 members 
Mstep: Class 15 contains 93115 members 
Mstep: Class 16 contains 24470 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1543 members 
Mstep: Class 19 contains 17763 members 
Mstep: Class 21 contains 22166 members 
Mstep: Class 23 contains 10387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719144.000000 Penalty: 67921.164062
Iteration 170Q: 22 clusters Score -5.771914e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 646 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9593 members 
Mstep: Class 8 contains 1421 members 
Mstep: Class 9 contains 6257 members 
Mstep: Class 10 contains 19883 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 152553 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 95826 members 
Mstep: Class 15 contains 93118 members 
Mstep: Class 16 contains 24563 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1554 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 21 contains 22259 members 
Mstep: Class 23 contains 10392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719328.000000 Penalty: 67921.164062
Iteration 171Q: 22 clusters Score -5.771933e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 646 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9625 members 
Mstep: Class 8 contains 1421 members 
Mstep: Class 9 contains 6254 members 
Mstep: Class 10 contains 19936 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 154113 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 93991 members 
Mstep: Class 15 contains 93119 members 
Mstep: Class 16 contains 24644 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1569 members 
Mstep: Class 19 contains 17795 members 
Mstep: Class 21 contains 22326 members 
Mstep: Class 23 contains 10399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719416.000000 Penalty: 67921.164062
Iteration 172Q: 22 clusters Score -5.771942e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 646 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9659 members 
Mstep: Class 8 contains 1421 members 
Mstep: Class 9 contains 6252 members 
Mstep: Class 10 contains 19989 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 155757 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 92062 members 
Mstep: Class 15 contains 93143 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1584 members 
Mstep: Class 19 contains 17806 members 
Mstep: Class 21 contains 22398 members 
Mstep: Class 23 contains 10404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719700.000000 Penalty: 67921.164062
Iteration 173Q: 22 clusters Score -5.77197e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 646 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9703 members 
Mstep: Class 8 contains 1421 members 
Mstep: Class 9 contains 6254 members 
Mstep: Class 10 contains 20023 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 157375 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 90125 members 
Mstep: Class 15 contains 93178 members 
Mstep: Class 16 contains 24817 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1599 members 
Mstep: Class 19 contains 17830 members 
Mstep: Class 21 contains 22457 members 
Mstep: Class 23 contains 10413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719744.000000 Penalty: 67921.164062
Iteration 174Q: 22 clusters Score -5.771974e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 648 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9738 members 
Mstep: Class 8 contains 1421 members 
Mstep: Class 9 contains 6251 members 
Mstep: Class 10 contains 20064 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 159030 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 88122 members 
Mstep: Class 15 contains 93238 members 
Mstep: Class 16 contains 24910 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1620 members 
Mstep: Class 19 contains 17842 members 
Mstep: Class 21 contains 22536 members 
Mstep: Class 23 contains 10424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719960.000000 Penalty: 67921.164062
Iteration 175Q: 22 clusters Score -5.771996e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9792 members 
Mstep: Class 8 contains 1421 members 
Mstep: Class 9 contains 6252 members 
Mstep: Class 10 contains 20117 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 160711 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 86133 members 
Mstep: Class 15 contains 93257 members 
Mstep: Class 16 contains 24985 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1639 members 
Mstep: Class 19 contains 17847 members 
Mstep: Class 21 contains 22611 members 
Mstep: Class 23 contains 10432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57720148.000000 Penalty: 67921.164062
Iteration 176Q: 22 clusters Score -5.772015e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 648 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9853 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6246 members 
Mstep: Class 10 contains 20184 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 162357 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 84178 members 
Mstep: Class 15 contains 93279 members 
Mstep: Class 16 contains 25058 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1650 members 
Mstep: Class 19 contains 17854 members 
Mstep: Class 21 contains 22681 members 
Mstep: Class 23 contains 10433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57720268.000000 Penalty: 67921.164062
Iteration 177Q: 22 clusters Score -5.772027e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 648 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9893 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6237 members 
Mstep: Class 10 contains 20228 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 164001 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 82280 members 
Mstep: Class 15 contains 93312 members 
Mstep: Class 16 contains 25115 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1659 members 
Mstep: Class 19 contains 17868 members 
Mstep: Class 21 contains 22760 members 
Mstep: Class 23 contains 10422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57720488.000000 Penalty: 67921.164062
Iteration 178Q: 22 clusters Score -5.772049e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 646 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9916 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6230 members 
Mstep: Class 10 contains 20275 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 165712 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 80388 members 
Mstep: Class 15 contains 93307 members 
Mstep: Class 16 contains 25169 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1664 members 
Mstep: Class 19 contains 17896 members 
Mstep: Class 21 contains 22806 members 
Mstep: Class 23 contains 10415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57720948.000000 Penalty: 67921.164062
Iteration 179Q: 22 clusters Score -5.772095e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9937 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6228 members 
Mstep: Class 10 contains 20339 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 167398 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 78491 members 
Mstep: Class 15 contains 93305 members 
Mstep: Class 16 contains 25239 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 17915 members 
Mstep: Class 21 contains 22836 members 
Mstep: Class 23 contains 10419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57721112.000000 Penalty: 67921.164062
Iteration 180F: 22 clusters Score -5.772111e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 643 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9946 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6243 members 
Mstep: Class 10 contains 20390 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 169067 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 76618 members 
Mstep: Class 15 contains 93301 members 
Mstep: Class 16 contains 25309 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 17946 members 
Mstep: Class 21 contains 22872 members 
Mstep: Class 23 contains 10414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57721132.000000 Penalty: 67921.164062
Iteration 181Q: 22 clusters Score -5.772113e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9970 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6243 members 
Mstep: Class 10 contains 20438 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 170696 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 74778 members 
Mstep: Class 15 contains 93343 members 
Mstep: Class 16 contains 25356 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1677 members 
Mstep: Class 19 contains 17987 members 
Mstep: Class 21 contains 22880 members 
Mstep: Class 23 contains 10417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57721220.000000 Penalty: 67921.164062
Iteration 182Q: 22 clusters Score -5.772122e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 638 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9986 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6243 members 
Mstep: Class 10 contains 20484 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 172364 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 72919 members 
Mstep: Class 15 contains 93362 members 
Mstep: Class 16 contains 25414 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1678 members 
Mstep: Class 19 contains 18042 members 
Mstep: Class 21 contains 22885 members 
Mstep: Class 23 contains 10410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57721468.000000 Penalty: 67921.164062
Iteration 183Q: 22 clusters Score -5.772147e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 10011 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6234 members 
Mstep: Class 10 contains 20515 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 173937 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 71203 members 
Mstep: Class 15 contains 93387 members 
Mstep: Class 16 contains 25430 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1679 members 
Mstep: Class 19 contains 18110 members 
Mstep: Class 21 contains 22876 members 
Mstep: Class 23 contains 10407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57721552.000000 Penalty: 67921.164062
Iteration 184Q: 22 clusters Score -5.772155e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 635 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 10023 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6236 members 
Mstep: Class 10 contains 20519 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 175497 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 69589 members 
Mstep: Class 15 contains 93400 members 
Mstep: Class 16 contains 25448 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1680 members 
Mstep: Class 19 contains 18180 members 
Mstep: Class 21 contains 22811 members 
Mstep: Class 23 contains 10408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57721644.000000 Penalty: 67921.164062
Iteration 185Q: 22 clusters Score -5.772164e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 10037 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6235 members 
Mstep: Class 10 contains 20519 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 176992 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 68029 members 
Mstep: Class 15 contains 93391 members 
Mstep: Class 16 contains 25478 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1680 members 
Mstep: Class 19 contains 18272 members 
Mstep: Class 21 contains 22753 members 
Mstep: Class 23 contains 10409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57721920.000000 Penalty: 67921.164062
Iteration 186Q: 22 clusters Score -5.772192e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 10043 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6236 members 
Mstep: Class 10 contains 20489 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 178472 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 66563 members 
Mstep: Class 15 contains 93374 members 
Mstep: Class 16 contains 25487 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1680 members 
Mstep: Class 19 contains 18345 members 
Mstep: Class 21 contains 22700 members 
Mstep: Class 23 contains 10407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57722024.000000 Penalty: 67921.164062
Iteration 187Q: 22 clusters Score -5.772202e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 10060 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6230 members 
Mstep: Class 10 contains 20451 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 179900 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 65185 members 
Mstep: Class 15 contains 93350 members 
Mstep: Class 16 contains 25488 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1680 members 
Mstep: Class 19 contains 18413 members 
Mstep: Class 21 contains 22629 members 
Mstep: Class 23 contains 10411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57722204.000000 Penalty: 67921.164062
Iteration 188Q: 22 clusters Score -5.77222e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 10059 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6230 members 
Mstep: Class 10 contains 20422 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 181269 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 63863 members 
Mstep: Class 15 contains 93321 members 
Mstep: Class 16 contains 25497 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1680 members 
Mstep: Class 19 contains 18482 members 
Mstep: Class 21 contains 22559 members 
Mstep: Class 23 contains 10416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57722508.000000 Penalty: 67921.164062
Iteration 189Q: 22 clusters Score -5.772251e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 10043 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6233 members 
Mstep: Class 10 contains 20389 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 182631 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 62583 members 
Mstep: Class 15 contains 93291 members 
Mstep: Class 16 contains 25501 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 18543 members 
Mstep: Class 21 contains 22478 members 
Mstep: Class 23 contains 10424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57722592.000000 Penalty: 67921.164062
Iteration 190Q: 22 clusters Score -5.772259e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 10033 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6243 members 
Mstep: Class 10 contains 20351 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 183939 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 61351 members 
Mstep: Class 15 contains 93269 members 
Mstep: Class 16 contains 25504 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 18600 members 
Mstep: Class 21 contains 22397 members 
Mstep: Class 23 contains 10426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57722572.000000 Penalty: 67921.164062
Iteration 191Q: 22 clusters Score -5.772257e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 10007 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6243 members 
Mstep: Class 10 contains 20302 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 185312 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 60159 members 
Mstep: Class 15 contains 93218 members 
Mstep: Class 16 contains 25482 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 18663 members 
Mstep: Class 21 contains 22300 members 
Mstep: Class 23 contains 10428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57722472.000000 Penalty: 67921.164062
Iteration 192Q: 22 clusters Score -5.772247e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9971 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6246 members 
Mstep: Class 10 contains 20275 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 186646 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 58990 members 
Mstep: Class 15 contains 93214 members 
Mstep: Class 16 contains 25460 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 18714 members 
Mstep: Class 21 contains 22171 members 
Mstep: Class 23 contains 10427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57722360.000000 Penalty: 67921.164062
Iteration 193Q: 22 clusters Score -5.772236e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9950 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6247 members 
Mstep: Class 10 contains 20235 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 187950 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 57877 members 
Mstep: Class 15 contains 93172 members 
Mstep: Class 16 contains 25446 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1680 members 
Mstep: Class 19 contains 18769 members 
Mstep: Class 21 contains 22045 members 
Mstep: Class 23 contains 10424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57722224.000000 Penalty: 67921.164062
Iteration 194Q: 22 clusters Score -5.772222e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9928 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6254 members 
Mstep: Class 10 contains 20213 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 189206 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 56780 members 
Mstep: Class 15 contains 93120 members 
Mstep: Class 16 contains 25432 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1680 members 
Mstep: Class 19 contains 18817 members 
Mstep: Class 21 contains 21942 members 
Mstep: Class 23 contains 10425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57722080.000000 Penalty: 67921.164062
Iteration 195Q: 22 clusters Score -5.772208e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9926 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6255 members 
Mstep: Class 10 contains 20190 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 190458 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 55714 members 
Mstep: Class 15 contains 93086 members 
Mstep: Class 16 contains 25394 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1680 members 
Mstep: Class 19 contains 18874 members 
Mstep: Class 21 contains 21799 members 
Mstep: Class 23 contains 10422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57721892.000000 Penalty: 67921.164062
Iteration 196Q: 22 clusters Score -5.772189e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9915 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6252 members 
Mstep: Class 10 contains 20172 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 191605 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 54735 members 
Mstep: Class 15 contains 93040 members 
Mstep: Class 16 contains 25356 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 18947 members 
Mstep: Class 21 contains 21664 members 
Mstep: Class 23 contains 10432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57721860.000000 Penalty: 67921.164062
Iteration 197Q: 22 clusters Score -5.772186e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9908 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6255 members 
Mstep: Class 10 contains 20149 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 192722 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 53807 members 
Mstep: Class 15 contains 92989 members 
Mstep: Class 16 contains 25324 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1682 members 
Mstep: Class 19 contains 19013 members 
Mstep: Class 21 contains 21513 members 
Mstep: Class 23 contains 10437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57721900.000000 Penalty: 67921.164062
Iteration 198Q: 22 clusters Score -5.77219e+07 nChanged 1576
Entering ConstructFrom: 
Score: -57721900.000000 Penalty: 67921.164062
Entering ConstructFrom: 
Trying to split cluster 1 (426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Entering Unmasked Estep 
Score: -49619.515625 Penalty: 1501.500977
	Iteration 0F: 2 clusters Score -49619.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -48181.046875 Penalty: 3003.001953
	Iteration 0F: 3 clusters Score -48181.05 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -48334.699219 Penalty: 3003.001953
	Iteration 1F: 3 clusters Score -48334.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -48366.316406 Penalty: 3003.001953
	Iteration 2Q: 3 clusters Score -48366.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -48389.269531 Penalty: 3003.001953
	Iteration 3Q: 3 clusters Score -48389.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -48411.261719 Penalty: 3003.001953
	Iteration 4Q: 3 clusters Score -48411.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -48419.406250 Penalty: 3003.001953
	Iteration 5Q: 3 clusters Score -48419.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -48426.320312 Penalty: 3003.001953
	Iteration 6Q: 3 clusters Score -48426.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -48429.019531 Penalty: 3003.001953
	Iteration 7Q: 3 clusters Score -48429.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -48430.523438 Penalty: 3003.001953
	Iteration 8Q: 3 clusters Score -48430.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -48430.523438 Penalty: 3003.001953
	Iteration 9F: 3 clusters Score -48430.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -59214.046875 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -59214.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -57654.628906 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -57654.63 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -57974.808594 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -57974.81 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -58126.023438 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -58126.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -58189.484375 Penalty: 3115.076416
	Iteration 3Q: 3 clusters Score -58189.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -58222.765625 Penalty: 3115.076416
	Iteration 4Q: 3 clusters Score -58222.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -58247.015625 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -58247.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -58286.882812 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -58286.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -58337.453125 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -58337.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -58436.500000 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -58436.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -58485.921875 Penalty: 3115.076416
	Iteration 9Q: 3 clusters Score -58485.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -58552.363281 Penalty: 3115.076416
	Iteration 10Q: 3 clusters Score -58552.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -58599.769531 Penalty: 3115.076416
	Iteration 11Q: 3 clusters Score -58599.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -58648.121094 Penalty: 3115.076416
	Iteration 12Q: 3 clusters Score -58648.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -58685.816406 Penalty: 3115.076416
	Iteration 13Q: 3 clusters Score -58685.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -58741.839844 Penalty: 3115.076416
	Iteration 14Q: 3 clusters Score -58741.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -58779.203125 Penalty: 3115.076416
	Iteration 15Q: 3 clusters Score -58779.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -58835.792969 Penalty: 3115.076416
	Iteration 16Q: 3 clusters Score -58835.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -58939.242188 Penalty: 3115.076416
	Iteration 17Q: 3 clusters Score -58939.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -59026.421875 Penalty: 3115.076416
	Iteration 18Q: 3 clusters Score -59026.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -59042.054688 Penalty: 3115.076416
	Iteration 19Q: 3 clusters Score -59042.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -59085.648438 Penalty: 3115.076416
	Iteration 20F: 3 clusters Score -59085.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -59095.699219 Penalty: 3115.076416
	Iteration 21Q: 3 clusters Score -59095.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -59095.699219 Penalty: 3115.076416
	Iteration 22F: 3 clusters Score -59095.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Entering Unmasked Estep 
Score: -69079.179688 Penalty: 1611.200195
	Iteration 0F: 2 clusters Score -69079.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -67422.437500 Penalty: 3222.400391
	Iteration 0F: 3 clusters Score -67422.44 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -67740.687500 Penalty: 3222.400391
	Iteration 1F: 3 clusters Score -67740.69 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -67898.570312 Penalty: 3222.400391
	Iteration 2F: 3 clusters Score -67898.57 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -68004.875000 Penalty: 3222.400391
	Iteration 3F: 3 clusters Score -68004.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -68055.968750 Penalty: 3222.400391
	Iteration 4Q: 3 clusters Score -68055.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -68090.648438 Penalty: 3222.400391
	Iteration 5Q: 3 clusters Score -68090.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -68118.257812 Penalty: 3222.400391
	Iteration 6Q: 3 clusters Score -68118.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -68140.796875 Penalty: 3222.400391
	Iteration 7Q: 3 clusters Score -68140.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -68163.648438 Penalty: 3222.400391
	Iteration 8Q: 3 clusters Score -68163.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -68199.140625 Penalty: 3222.400391
	Iteration 9Q: 3 clusters Score -68199.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -68252.796875 Penalty: 3222.400391
	Iteration 10Q: 3 clusters Score -68252.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -68274.859375 Penalty: 3222.400391
	Iteration 11Q: 3 clusters Score -68274.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -68302.890625 Penalty: 3222.400391
	Iteration 12Q: 3 clusters Score -68302.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -68341.046875 Penalty: 3222.400391
	Iteration 13Q: 3 clusters Score -68341.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -68374.937500 Penalty: 3222.400391
	Iteration 14Q: 3 clusters Score -68374.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -68425.882812 Penalty: 3222.400391
	Iteration 15Q: 3 clusters Score -68425.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -68510.421875 Penalty: 3222.400391
	Iteration 16Q: 3 clusters Score -68510.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -68681.078125 Penalty: 3222.400391
	Iteration 17Q: 3 clusters Score -68681.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -68815.664062 Penalty: 3222.400391
	Iteration 18Q: 3 clusters Score -68815.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -68866.492188 Penalty: 3222.400391
	Iteration 19Q: 3 clusters Score -68866.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -68921.078125 Penalty: 3222.400391
	Iteration 20F: 3 clusters Score -68921.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -68954.210938 Penalty: 3222.400391
	Iteration 21Q: 3 clusters Score -68954.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -68971.492188 Penalty: 3222.400391
	Iteration 22Q: 3 clusters Score -68971.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -69022.851562 Penalty: 3222.400391
	Iteration 23Q: 3 clusters Score -69022.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -69040.578125 Penalty: 3222.400391
	Iteration 24Q: 3 clusters Score -69040.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -69045.804688 Penalty: 3222.400391
	Iteration 25Q: 3 clusters Score -69045.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -69052.023438 Penalty: 3222.400391
	Iteration 26Q: 3 clusters Score -69052.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -69052.023438 Penalty: 3222.400391
	Iteration 27F: 3 clusters Score -69052.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Entering Unmasked Estep 
Score: -161006.046875 Penalty: 1775.118408
	Iteration 0F: 2 clusters Score -161006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -158838.515625 Penalty: 3550.236816
	Iteration 0F: 3 clusters Score -158838.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -159174.187500 Penalty: 3550.236816
	Iteration 1F: 3 clusters Score -159174.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -159262.250000 Penalty: 3550.236816
	Iteration 2F: 3 clusters Score -159262.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -159303.578125 Penalty: 3550.236816
	Iteration 3Q: 3 clusters Score -159303.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -159326.437500 Penalty: 3550.236816
	Iteration 4Q: 3 clusters Score -159326.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -159348.296875 Penalty: 3550.236816
	Iteration 5Q: 3 clusters Score -159348.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -159365.437500 Penalty: 3550.236816
	Iteration 6Q: 3 clusters Score -159365.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -159375.031250 Penalty: 3550.236816
	Iteration 7Q: 3 clusters Score -159375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -159383.296875 Penalty: 3550.236816
	Iteration 8Q: 3 clusters Score -159383.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -159392.390625 Penalty: 3550.236816
	Iteration 9Q: 3 clusters Score -159392.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -159400.796875 Penalty: 3550.236816
	Iteration 10Q: 3 clusters Score -159400.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -159404.390625 Penalty: 3550.236816
	Iteration 11Q: 3 clusters Score -159404.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -159406.562500 Penalty: 3550.236816
	Iteration 12Q: 3 clusters Score -159406.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -159407.437500 Penalty: 3550.236816
	Iteration 13Q: 3 clusters Score -159407.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -159407.750000 Penalty: 3550.236816
	Iteration 14Q: 3 clusters Score -159407.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -159407.750000 Penalty: 3550.236816
	Iteration 15F: 3 clusters Score -159407.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -77988.960938 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -77988.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -76343.242188 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -76343.24 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -76542.367188 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -76542.37 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -76594.843750 Penalty: 3197.863525
	Iteration 2Q: 3 clusters Score -76594.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -76609.046875 Penalty: 3197.863525
	Iteration 3Q: 3 clusters Score -76609.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -76616.570312 Penalty: 3197.863525
	Iteration 4Q: 3 clusters Score -76616.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -76620.312500 Penalty: 3197.863525
	Iteration 5Q: 3 clusters Score -76620.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -76623.593750 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -76623.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -76623.593750 Penalty: 3197.863525
	Iteration 7F: 3 clusters Score -76623.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -45203.906250 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -45203.91 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 209 members 
Entering Unmasked Estep 
Score: -43877.511719 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -43877.51 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -44069.515625 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -44069.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -44154.890625 Penalty: 2993.598877
	Iteration 2Q: 3 clusters Score -44154.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -44188.531250 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -44188.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -44205.664062 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -44205.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -44218.480469 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -44218.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -44260.867188 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -44260.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -44291.132812 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -44291.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -44463.917969 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -44463.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -44593.242188 Penalty: 2993.598877
	Iteration 9F: 3 clusters Score -44593.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -44663.371094 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -44663.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -44710.382812 Penalty: 2993.598877
	Iteration 11Q: 3 clusters Score -44710.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -44761.738281 Penalty: 2993.598877
	Iteration 12Q: 3 clusters Score -44761.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -44876.187500 Penalty: 2993.598877
	Iteration 13Q: 3 clusters Score -44876.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -45022.222656 Penalty: 2993.598877
	Iteration 14Q: 3 clusters Score -45022.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -45038.300781 Penalty: 2993.598877
	Iteration 15Q: 3 clusters Score -45038.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -45043.312500 Penalty: 2993.598877
	Iteration 16Q: 3 clusters Score -45043.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -45043.312500 Penalty: 2993.598877
	Iteration 17F: 3 clusters Score -45043.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Entering Unmasked Estep 
Score: -1277548.875000 Penalty: 2281.245605
	Iteration 0F: 2 clusters Score -1277549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1269954.000000 Penalty: 4562.491211
	Iteration 0F: 3 clusters Score -1269954 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1272147.000000 Penalty: 4562.491211
	Iteration 1F: 3 clusters Score -1272147 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1272483.500000 Penalty: 4562.491211
	Iteration 2F: 3 clusters Score -1272484 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1272750.250000 Penalty: 4562.491211
	Iteration 3F: 3 clusters Score -1272750 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1272975.125000 Penalty: 4562.491211
	Iteration 4Q: 3 clusters Score -1272975 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1273139.125000 Penalty: 4562.491211
	Iteration 5Q: 3 clusters Score -1273139 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1273266.000000 Penalty: 4562.491211
	Iteration 6Q: 3 clusters Score -1273266 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1273401.000000 Penalty: 4562.491211
	Iteration 7Q: 3 clusters Score -1273401 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1273539.250000 Penalty: 4562.491211
	Iteration 8Q: 3 clusters Score -1273539 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1273694.375000 Penalty: 4562.491211
	Iteration 9Q: 3 clusters Score -1273694 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1273880.250000 Penalty: 4562.491211
	Iteration 10Q: 3 clusters Score -1273880 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1274123.125000 Penalty: 4562.491211
	Iteration 11Q: 3 clusters Score -1274123 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1274395.000000 Penalty: 4562.491211
	Iteration 12Q: 3 clusters Score -1274395 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1274650.250000 Penalty: 4562.491211
	Iteration 13Q: 3 clusters Score -1274650 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1274863.375000 Penalty: 4562.491211
	Iteration 14Q: 3 clusters Score -1274863 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1275053.125000 Penalty: 4562.491211
	Iteration 15Q: 3 clusters Score -1275053 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1275190.250000 Penalty: 4562.491211
	Iteration 16Q: 3 clusters Score -1275190 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1275278.750000 Penalty: 4562.491211
	Iteration 17Q: 3 clusters Score -1275279 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1275329.250000 Penalty: 4562.491211
	Iteration 18Q: 3 clusters Score -1275329 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1275355.875000 Penalty: 4562.491211
	Iteration 19Q: 3 clusters Score -1275356 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1275381.625000 Penalty: 4562.491211
	Iteration 20F: 3 clusters Score -1275382 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1275404.125000 Penalty: 4562.491211
	Iteration 21Q: 3 clusters Score -1275404 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1275420.625000 Penalty: 4562.491211
	Iteration 22Q: 3 clusters Score -1275421 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1275432.625000 Penalty: 4562.491211
	Iteration 23Q: 3 clusters Score -1275433 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1275445.750000 Penalty: 4562.491211
	Iteration 24Q: 3 clusters Score -1275446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1275452.125000 Penalty: 4562.491211
	Iteration 25Q: 3 clusters Score -1275452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1275464.500000 Penalty: 4562.491211
	Iteration 26Q: 3 clusters Score -1275464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1275472.500000 Penalty: 4562.491211
	Iteration 27Q: 3 clusters Score -1275472 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1275479.625000 Penalty: 4562.491211
	Iteration 28Q: 3 clusters Score -1275480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1275489.375000 Penalty: 4562.491211
	Iteration 29Q: 3 clusters Score -1275489 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1275495.625000 Penalty: 4562.491211
	Iteration 30Q: 3 clusters Score -1275496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1275501.375000 Penalty: 4562.491211
	Iteration 31Q: 3 clusters Score -1275501 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1275509.250000 Penalty: 4562.491211
	Iteration 32Q: 3 clusters Score -1275509 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1275514.000000 Penalty: 4562.491211
	Iteration 33Q: 3 clusters Score -1275514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1275517.500000 Penalty: 4562.491211
	Iteration 34Q: 3 clusters Score -1275518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1275520.750000 Penalty: 4562.491211
	Iteration 35Q: 3 clusters Score -1275521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1275522.875000 Penalty: 4562.491211
	Iteration 36Q: 3 clusters Score -1275523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1275524.625000 Penalty: 4562.491211
	Iteration 37Q: 3 clusters Score -1275525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1275534.875000 Penalty: 4562.491211
	Iteration 38Q: 3 clusters Score -1275535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1275535.875000 Penalty: 4562.491211
	Iteration 39Q: 3 clusters Score -1275536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1275535.750000 Penalty: 4562.491211
	Iteration 40F: 3 clusters Score -1275536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1275540.500000 Penalty: 4562.491211
	Iteration 41Q: 3 clusters Score -1275540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1275542.125000 Penalty: 4562.491211
	Iteration 42Q: 3 clusters Score -1275542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1275546.375000 Penalty: 4562.491211
	Iteration 43Q: 3 clusters Score -1275546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1275547.375000 Penalty: 4562.491211
	Iteration 44Q: 3 clusters Score -1275547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1275548.000000 Penalty: 4562.491211
	Iteration 45Q: 3 clusters Score -1275548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1275549.500000 Penalty: 4562.491211
	Iteration 46Q: 3 clusters Score -1275550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1275549.125000 Penalty: 4562.491211
	Iteration 47Q: 3 clusters Score -1275549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1275549.125000 Penalty: 4562.491211
	Iteration 48F: 3 clusters Score -1275549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Entering Unmasked Estep 
Score: -178822.062500 Penalty: 1800.435181
	Iteration 0F: 2 clusters Score -178822.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -176549.593750 Penalty: 3600.870361
	Iteration 0F: 3 clusters Score -176549.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -176865.515625 Penalty: 3600.870361
	Iteration 1F: 3 clusters Score -176865.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -176954.578125 Penalty: 3600.870361
	Iteration 2F: 3 clusters Score -176954.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -177023.625000 Penalty: 3600.870361
	Iteration 3Q: 3 clusters Score -177023.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -177084.171875 Penalty: 3600.870361
	Iteration 4Q: 3 clusters Score -177084.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -177134.890625 Penalty: 3600.870361
	Iteration 5Q: 3 clusters Score -177134.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -177178.968750 Penalty: 3600.870361
	Iteration 6Q: 3 clusters Score -177179 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -177215.734375 Penalty: 3600.870361
	Iteration 7Q: 3 clusters Score -177215.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -177253.328125 Penalty: 3600.870361
	Iteration 8Q: 3 clusters Score -177253.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -177283.031250 Penalty: 3600.870361
	Iteration 9Q: 3 clusters Score -177283 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -177312.515625 Penalty: 3600.870361
	Iteration 10Q: 3 clusters Score -177312.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -177331.765625 Penalty: 3600.870361
	Iteration 11Q: 3 clusters Score -177331.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -177350.812500 Penalty: 3600.870361
	Iteration 12Q: 3 clusters Score -177350.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -177363.171875 Penalty: 3600.870361
	Iteration 13Q: 3 clusters Score -177363.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -177379.656250 Penalty: 3600.870361
	Iteration 14Q: 3 clusters Score -177379.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -177387.859375 Penalty: 3600.870361
	Iteration 15Q: 3 clusters Score -177387.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -177395.046875 Penalty: 3600.870361
	Iteration 16Q: 3 clusters Score -177395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -177397.046875 Penalty: 3600.870361
	Iteration 17Q: 3 clusters Score -177397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -177400.312500 Penalty: 3600.870361
	Iteration 18Q: 3 clusters Score -177400.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -177402.125000 Penalty: 3600.870361
	Iteration 19Q: 3 clusters Score -177402.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -177404.281250 Penalty: 3600.870361
	Iteration 20F: 3 clusters Score -177404.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -177406.671875 Penalty: 3600.870361
	Iteration 21Q: 3 clusters Score -177406.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -177408.531250 Penalty: 3600.870361
	Iteration 22Q: 3 clusters Score -177408.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -177411.031250 Penalty: 3600.870361
	Iteration 23Q: 3 clusters Score -177411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -177412.562500 Penalty: 3600.870361
	Iteration 24Q: 3 clusters Score -177412.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -177414.437500 Penalty: 3600.870361
	Iteration 25Q: 3 clusters Score -177414.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -177415.609375 Penalty: 3600.870361
	Iteration 26Q: 3 clusters Score -177415.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -177416.593750 Penalty: 3600.870361
	Iteration 27Q: 3 clusters Score -177416.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -177417.171875 Penalty: 3600.870361
	Iteration 28Q: 3 clusters Score -177417.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -177417.906250 Penalty: 3600.870361
	Iteration 29Q: 3 clusters Score -177417.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -177417.906250 Penalty: 3600.870361
	Iteration 30F: 3 clusters Score -177417.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Entering Unmasked Estep 
Score: -798637.187500 Penalty: 2168.197998
	Iteration 0F: 2 clusters Score -798637.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -793297.000000 Penalty: 4336.395996
	Iteration 0F: 3 clusters Score -793297 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -794655.937500 Penalty: 4336.395996
	Iteration 1F: 3 clusters Score -794655.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -794891.500000 Penalty: 4336.395996
	Iteration 2F: 3 clusters Score -794891.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -795038.062500 Penalty: 4336.395996
	Iteration 3Q: 3 clusters Score -795038.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -795150.375000 Penalty: 4336.395996
	Iteration 4Q: 3 clusters Score -795150.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -795236.437500 Penalty: 4336.395996
	Iteration 5Q: 3 clusters Score -795236.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -795309.562500 Penalty: 4336.395996
	Iteration 6Q: 3 clusters Score -795309.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -795363.875000 Penalty: 4336.395996
	Iteration 7Q: 3 clusters Score -795363.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -795415.625000 Penalty: 4336.395996
	Iteration 8Q: 3 clusters Score -795415.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -795458.250000 Penalty: 4336.395996
	Iteration 9Q: 3 clusters Score -795458.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -795500.937500 Penalty: 4336.395996
	Iteration 10Q: 3 clusters Score -795500.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -795541.875000 Penalty: 4336.395996
	Iteration 11Q: 3 clusters Score -795541.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -795583.437500 Penalty: 4336.395996
	Iteration 12Q: 3 clusters Score -795583.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -795611.375000 Penalty: 4336.395996
	Iteration 13Q: 3 clusters Score -795611.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -795637.562500 Penalty: 4336.395996
	Iteration 14Q: 3 clusters Score -795637.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -795669.562500 Penalty: 4336.395996
	Iteration 15Q: 3 clusters Score -795669.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -795702.812500 Penalty: 4336.395996
	Iteration 16Q: 3 clusters Score -795702.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -795747.750000 Penalty: 4336.395996
	Iteration 17Q: 3 clusters Score -795747.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -795799.750000 Penalty: 4336.395996
	Iteration 18Q: 3 clusters Score -795799.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -795846.250000 Penalty: 4336.395996
	Iteration 19Q: 3 clusters Score -795846.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -795897.250000 Penalty: 4336.395996
	Iteration 20F: 3 clusters Score -795897.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -795943.937500 Penalty: 4336.395996
	Iteration 21Q: 3 clusters Score -795943.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -795986.812500 Penalty: 4336.395996
	Iteration 22Q: 3 clusters Score -795986.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -796029.687500 Penalty: 4336.395996
	Iteration 23Q: 3 clusters Score -796029.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -796066.625000 Penalty: 4336.395996
	Iteration 24Q: 3 clusters Score -796066.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -796117.375000 Penalty: 4336.395996
	Iteration 25Q: 3 clusters Score -796117.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -796168.937500 Penalty: 4336.395996
	Iteration 26Q: 3 clusters Score -796168.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -796211.375000 Penalty: 4336.395996
	Iteration 27Q: 3 clusters Score -796211.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -796252.875000 Penalty: 4336.395996
	Iteration 28Q: 3 clusters Score -796252.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -796308.875000 Penalty: 4336.395996
	Iteration 29Q: 3 clusters Score -796308.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -796377.250000 Penalty: 4336.395996
	Iteration 30Q: 3 clusters Score -796377.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -796444.562500 Penalty: 4336.395996
	Iteration 31Q: 3 clusters Score -796444.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -796496.375000 Penalty: 4336.395996
	Iteration 32Q: 3 clusters Score -796496.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -796541.937500 Penalty: 4336.395996
	Iteration 33Q: 3 clusters Score -796541.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -796576.687500 Penalty: 4336.395996
	Iteration 34Q: 3 clusters Score -796576.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -796600.812500 Penalty: 4336.395996
	Iteration 35Q: 3 clusters Score -796600.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -796620.125000 Penalty: 4336.395996
	Iteration 36Q: 3 clusters Score -796620.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -796635.500000 Penalty: 4336.395996
	Iteration 37Q: 3 clusters Score -796635.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -796650.062500 Penalty: 4336.395996
	Iteration 38Q: 3 clusters Score -796650.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -796663.000000 Penalty: 4336.395996
	Iteration 39Q: 3 clusters Score -796663 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -796673.750000 Penalty: 4336.395996
	Iteration 40F: 3 clusters Score -796673.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -796679.187500 Penalty: 4336.395996
	Iteration 41Q: 3 clusters Score -796679.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -796682.812500 Penalty: 4336.395996
	Iteration 42Q: 3 clusters Score -796682.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -796688.187500 Penalty: 4336.395996
	Iteration 43Q: 3 clusters Score -796688.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -796690.125000 Penalty: 4336.395996
	Iteration 44Q: 3 clusters Score -796690.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -796690.500000 Penalty: 4336.395996
	Iteration 45Q: 3 clusters Score -796690.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -796692.687500 Penalty: 4336.395996
	Iteration 46Q: 3 clusters Score -796692.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -796694.437500 Penalty: 4336.395996
	Iteration 47Q: 3 clusters Score -796694.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -796696.000000 Penalty: 4336.395996
	Iteration 48Q: 3 clusters Score -796696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -796697.750000 Penalty: 4336.395996
	Iteration 49Q: 3 clusters Score -796697.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -796701.437500 Penalty: 4336.395996
	Iteration 50Q: 3 clusters Score -796701.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -796705.687500 Penalty: 4336.395996
	Iteration 51Q: 3 clusters Score -796705.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -796707.812500 Penalty: 4336.395996
	Iteration 52Q: 3 clusters Score -796707.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -796710.562500 Penalty: 4336.395996
	Iteration 53Q: 3 clusters Score -796710.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -796713.062500 Penalty: 4336.395996
	Iteration 54Q: 3 clusters Score -796713.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -796715.000000 Penalty: 4336.395996
	Iteration 55Q: 3 clusters Score -796715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -796720.250000 Penalty: 4336.395996
	Iteration 56Q: 3 clusters Score -796720.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -796721.437500 Penalty: 4336.395996
	Iteration 57Q: 3 clusters Score -796721.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -796723.937500 Penalty: 4336.395996
	Iteration 58Q: 3 clusters Score -796723.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -796726.187500 Penalty: 4336.395996
	Iteration 59Q: 3 clusters Score -796726.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -796726.125000 Penalty: 4336.395996
	Iteration 60F: 3 clusters Score -796726.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -796729.687500 Penalty: 4336.395996
	Iteration 61Q: 3 clusters Score -796729.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -796730.437500 Penalty: 4336.395996
	Iteration 62Q: 3 clusters Score -796730.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -796729.812500 Penalty: 4336.395996
	Iteration 63Q: 3 clusters Score -796729.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -796733.875000 Penalty: 4336.395996
	Iteration 64Q: 3 clusters Score -796733.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -796735.000000 Penalty: 4336.395996
	Iteration 65Q: 3 clusters Score -796735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -796736.125000 Penalty: 4336.395996
	Iteration 66Q: 3 clusters Score -796736.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -796736.625000 Penalty: 4336.395996
	Iteration 67Q: 3 clusters Score -796736.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -796739.812500 Penalty: 4336.395996
	Iteration 68Q: 3 clusters Score -796739.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -796743.750000 Penalty: 4336.395996
	Iteration 69Q: 3 clusters Score -796743.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -796746.125000 Penalty: 4336.395996
	Iteration 70Q: 3 clusters Score -796746.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -796748.062500 Penalty: 4336.395996
	Iteration 71Q: 3 clusters Score -796748.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -796749.312500 Penalty: 4336.395996
	Iteration 72Q: 3 clusters Score -796749.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -796751.500000 Penalty: 4336.395996
	Iteration 73Q: 3 clusters Score -796751.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -796755.312500 Penalty: 4336.395996
	Iteration 74Q: 3 clusters Score -796755.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -796758.187500 Penalty: 4336.395996
	Iteration 75Q: 3 clusters Score -796758.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -796757.875000 Penalty: 4336.395996
	Iteration 76Q: 3 clusters Score -796757.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -796760.250000 Penalty: 4336.395996
	Iteration 77Q: 3 clusters Score -796760.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -796759.437500 Penalty: 4336.395996
	Iteration 78Q: 3 clusters Score -796759.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -796761.750000 Penalty: 4336.395996
	Iteration 79Q: 3 clusters Score -796761.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -796762.187500 Penalty: 4336.395996
	Iteration 80F: 3 clusters Score -796762.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -796765.625000 Penalty: 4336.395996
	Iteration 81Q: 3 clusters Score -796765.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -796768.562500 Penalty: 4336.395996
	Iteration 82Q: 3 clusters Score -796768.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -796771.312500 Penalty: 4336.395996
	Iteration 83Q: 3 clusters Score -796771.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -796772.437500 Penalty: 4336.395996
	Iteration 84Q: 3 clusters Score -796772.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -796774.250000 Penalty: 4336.395996
	Iteration 85Q: 3 clusters Score -796774.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -796773.875000 Penalty: 4336.395996
	Iteration 86Q: 3 clusters Score -796773.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -796774.437500 Penalty: 4336.395996
	Iteration 87Q: 3 clusters Score -796774.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -796775.312500 Penalty: 4336.395996
	Iteration 88Q: 3 clusters Score -796775.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -796777.375000 Penalty: 4336.395996
	Iteration 89Q: 3 clusters Score -796777.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -796777.250000 Penalty: 4336.395996
	Iteration 90Q: 3 clusters Score -796777.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -796777.750000 Penalty: 4336.395996
	Iteration 91Q: 3 clusters Score -796777.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -796777.750000 Penalty: 4336.395996
	Iteration 92F: 3 clusters Score -796777.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Entering Unmasked Estep 
Score: -2608607.500000 Penalty: 2457.684082
	Iteration 0F: 2 clusters Score -2608608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -2594326.750000 Penalty: 4915.368164
	Iteration 0F: 3 clusters Score -2594327 nChanged 8893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -2599214.750000 Penalty: 4915.368164
	Iteration 1F: 3 clusters Score -2599215 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -2599603.500000 Penalty: 4915.368164
	Iteration 2F: 3 clusters Score -2599604 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2599945.000000 Penalty: 4915.368164
	Iteration 3Q: 3 clusters Score -2599945 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -2600290.250000 Penalty: 4915.368164
	Iteration 4Q: 3 clusters Score -2600290 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -2600694.500000 Penalty: 4915.368164
	Iteration 5Q: 3 clusters Score -2600694 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -2601236.750000 Penalty: 4915.368164
	Iteration 6Q: 3 clusters Score -2601237 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -2601967.000000 Penalty: 4915.368164
	Iteration 7F: 3 clusters Score -2601967 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -2602810.000000 Penalty: 4915.368164
	Iteration 8F: 3 clusters Score -2602810 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -2603778.750000 Penalty: 4915.368164
	Iteration 9F: 3 clusters Score -2603779 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2604640.500000 Penalty: 4915.368164
	Iteration 10Q: 3 clusters Score -2604640 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2605296.000000 Penalty: 4915.368164
	Iteration 11Q: 3 clusters Score -2605296 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2605743.500000 Penalty: 4915.368164
	Iteration 12Q: 3 clusters Score -2605744 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2606029.250000 Penalty: 4915.368164
	Iteration 13Q: 3 clusters Score -2606029 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2606182.250000 Penalty: 4915.368164
	Iteration 14Q: 3 clusters Score -2606182 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2606288.750000 Penalty: 4915.368164
	Iteration 15Q: 3 clusters Score -2606289 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2606366.000000 Penalty: 4915.368164
	Iteration 16Q: 3 clusters Score -2606366 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2606400.500000 Penalty: 4915.368164
	Iteration 17Q: 3 clusters Score -2606400 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2606425.250000 Penalty: 4915.368164
	Iteration 18Q: 3 clusters Score -2606425 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2606435.250000 Penalty: 4915.368164
	Iteration 19Q: 3 clusters Score -2606435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2606453.750000 Penalty: 4915.368164
	Iteration 20F: 3 clusters Score -2606454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2606467.750000 Penalty: 4915.368164
	Iteration 21Q: 3 clusters Score -2606468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2606487.250000 Penalty: 4915.368164
	Iteration 22Q: 3 clusters Score -2606487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2606495.250000 Penalty: 4915.368164
	Iteration 23Q: 3 clusters Score -2606495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2606504.750000 Penalty: 4915.368164
	Iteration 24Q: 3 clusters Score -2606505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2606510.250000 Penalty: 4915.368164
	Iteration 25Q: 3 clusters Score -2606510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2606512.750000 Penalty: 4915.368164
	Iteration 26Q: 3 clusters Score -2606513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2606517.750000 Penalty: 4915.368164
	Iteration 27Q: 3 clusters Score -2606518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2606524.500000 Penalty: 4915.368164
	Iteration 28Q: 3 clusters Score -2606524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2606529.250000 Penalty: 4915.368164
	Iteration 29Q: 3 clusters Score -2606529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2606531.250000 Penalty: 4915.368164
	Iteration 30Q: 3 clusters Score -2606531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2606535.500000 Penalty: 4915.368164
	Iteration 31Q: 3 clusters Score -2606536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2606538.000000 Penalty: 4915.368164
	Iteration 32Q: 3 clusters Score -2606538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2606536.750000 Penalty: 4915.368164
	Iteration 33Q: 3 clusters Score -2606537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2606542.250000 Penalty: 4915.368164
	Iteration 34Q: 3 clusters Score -2606542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2606552.500000 Penalty: 4915.368164
	Iteration 35Q: 3 clusters Score -2606552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2606556.000000 Penalty: 4915.368164
	Iteration 36Q: 3 clusters Score -2606556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2606559.250000 Penalty: 4915.368164
	Iteration 37Q: 3 clusters Score -2606559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2606556.250000 Penalty: 4915.368164
	Iteration 38Q: 3 clusters Score -2606556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2606556.000000 Penalty: 4915.368164
	Iteration 39Q: 3 clusters Score -2606556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2606556.000000 Penalty: 4915.368164
	Iteration 40F: 3 clusters Score -2606556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -28302.169922 Penalty: 1397.427734
	Iteration 0F: 2 clusters Score -28302.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27120.099609 Penalty: 2794.855469
	Iteration 0F: 3 clusters Score -27120.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27265.808594 Penalty: 2794.855469
	Iteration 1F: 3 clusters Score -27265.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27330.111328 Penalty: 2794.855469
	Iteration 2F: 3 clusters Score -27330.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -27385.054688 Penalty: 2794.855469
	Iteration 3Q: 3 clusters Score -27385.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -27451.312500 Penalty: 2794.855469
	Iteration 4Q: 3 clusters Score -27451.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -27485.513672 Penalty: 2794.855469
	Iteration 5Q: 3 clusters Score -27485.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -27507.646484 Penalty: 2794.855469
	Iteration 6Q: 3 clusters Score -27507.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -27517.466797 Penalty: 2794.855469
	Iteration 7Q: 3 clusters Score -27517.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -27524.455078 Penalty: 2794.855469
	Iteration 8Q: 3 clusters Score -27524.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -27551.115234 Penalty: 2794.855469
	Iteration 9Q: 3 clusters Score -27551.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -27582.982422 Penalty: 2794.855469
	Iteration 10Q: 3 clusters Score -27582.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -27612.558594 Penalty: 2794.855469
	Iteration 11Q: 3 clusters Score -27612.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -27612.558594 Penalty: 2794.855469
	Iteration 12F: 3 clusters Score -27612.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (193826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193826 members 
Entering Unmasked Estep 
Score: -24499316.000000 Penalty: 3019.329590
	Iteration 0F: 2 clusters Score -2.449932e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97001 members 
Mstep: Class 2 contains 96825 members 
Entering Unmasked Estep 
Score: -24371096.000000 Penalty: 6038.659180
	Iteration 0F: 3 clusters Score -2.43711e+07 nChanged 93107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97542 members 
Mstep: Class 2 contains 96284 members 
Entering Unmasked Estep 
Score: -24425818.000000 Penalty: 6038.659180
	Iteration 1F: 3 clusters Score -2.442582e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97796 members 
Mstep: Class 2 contains 96030 members 
Entering Unmasked Estep 
Score: -24426652.000000 Penalty: 6038.659180
	Iteration 2Q: 3 clusters Score -2.442665e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98366 members 
Mstep: Class 2 contains 95460 members 
Entering Unmasked Estep 
Score: -24427622.000000 Penalty: 6038.659180
	Iteration 3Q: 3 clusters Score -2.442762e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99281 members 
Mstep: Class 2 contains 94545 members 
Entering Unmasked Estep 
Score: -24428494.000000 Penalty: 6038.659180
	Iteration 4Q: 3 clusters Score -2.442849e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100842 members 
Mstep: Class 2 contains 92984 members 
Entering Unmasked Estep 
Score: -24429730.000000 Penalty: 6038.659180
	Iteration 5Q: 3 clusters Score -2.442973e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102999 members 
Mstep: Class 2 contains 90827 members 
Entering Unmasked Estep 
Score: -24431118.000000 Penalty: 6038.659180
	Iteration 6Q: 3 clusters Score -2.443112e+07 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106161 members 
Mstep: Class 2 contains 87665 members 
Entering Unmasked Estep 
Score: -24433014.000000 Penalty: 6038.659180
	Iteration 7Q: 3 clusters Score -2.443301e+07 nChanged 7772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110847 members 
Mstep: Class 2 contains 82979 members 
Entering Unmasked Estep 
Score: -24436384.000000 Penalty: 6038.659180
	Iteration 8Q: 3 clusters Score -2.443638e+07 nChanged 9124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117027 members 
Mstep: Class 2 contains 76799 members 
Entering Unmasked Estep 
Score: -24441368.000000 Penalty: 6038.659180
	Iteration 9Q: 3 clusters Score -2.444137e+07 nChanged 10582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124419 members 
Mstep: Class 2 contains 69407 members 
Entering Unmasked Estep 
Score: -24448382.000000 Penalty: 6038.659180
	Iteration 10F: 3 clusters Score -2.444838e+07 nChanged 11417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132120 members 
Mstep: Class 2 contains 61706 members 
Entering Unmasked Estep 
Score: -24456996.000000 Penalty: 6038.659180
	Iteration 11F: 3 clusters Score -2.4457e+07 nChanged 10840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138812 members 
Mstep: Class 2 contains 55014 members 
Entering Unmasked Estep 
Score: -24464700.000000 Penalty: 6038.659180
	Iteration 12F: 3 clusters Score -2.44647e+07 nChanged 8731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143765 members 
Mstep: Class 2 contains 50061 members 
Entering Unmasked Estep 
Score: -24469632.000000 Penalty: 6038.659180
	Iteration 13Q: 3 clusters Score -2.446963e+07 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147826 members 
Mstep: Class 2 contains 46000 members 
Entering Unmasked Estep 
Score: -24472144.000000 Penalty: 6038.659180
	Iteration 14Q: 3 clusters Score -2.447214e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151661 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -24473810.000000 Penalty: 6038.659180
	Iteration 15Q: 3 clusters Score -2.447381e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155552 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -24475414.000000 Penalty: 6038.659180
	Iteration 16Q: 3 clusters Score -2.447541e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159549 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -24476956.000000 Penalty: 6038.659180
	Iteration 17Q: 3 clusters Score -2.447696e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163553 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -24478846.000000 Penalty: 6038.659180
	Iteration 18Q: 3 clusters Score -2.447885e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167576 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -24480686.000000 Penalty: 6038.659180
	Iteration 19Q: 3 clusters Score -2.448069e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171609 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -24482676.000000 Penalty: 6038.659180
	Iteration 20F: 3 clusters Score -2.448268e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175582 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -24484704.000000 Penalty: 6038.659180
	Iteration 21Q: 3 clusters Score -2.44847e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179268 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -24486844.000000 Penalty: 6038.659180
	Iteration 22Q: 3 clusters Score -2.448684e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182562 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -24488816.000000 Penalty: 6038.659180
	Iteration 23Q: 3 clusters Score -2.448882e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185449 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -24490706.000000 Penalty: 6038.659180
	Iteration 24Q: 3 clusters Score -2.449071e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187948 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -24492502.000000 Penalty: 6038.659180
	Iteration 25Q: 3 clusters Score -2.44925e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189928 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -24493892.000000 Penalty: 6038.659180
	Iteration 26Q: 3 clusters Score -2.449389e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191438 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -24495048.000000 Penalty: 6038.659180
	Iteration 27Q: 3 clusters Score -2.449505e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192404 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -24495696.000000 Penalty: 6038.659180
	Iteration 28Q: 3 clusters Score -2.44957e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192932 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -24496118.000000 Penalty: 6038.659180
	Iteration 29Q: 3 clusters Score -2.449612e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193177 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -24496318.000000 Penalty: 6038.659180
	Iteration 30Q: 3 clusters Score -2.449632e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193306 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -24496448.000000 Penalty: 6038.659180
	Iteration 31Q: 3 clusters Score -2.449645e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193368 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -24496530.000000 Penalty: 6038.659180
	Iteration 32Q: 3 clusters Score -2.449653e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193409 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -24496610.000000 Penalty: 6038.659180
	Iteration 33Q: 3 clusters Score -2.449661e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193434 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -24496646.000000 Penalty: 6038.659180
	Iteration 34Q: 3 clusters Score -2.449665e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193450 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -24496656.000000 Penalty: 6038.659180
	Iteration 35Q: 3 clusters Score -2.449666e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193456 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -24496660.000000 Penalty: 6038.659180
	Iteration 36Q: 3 clusters Score -2.449666e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193462 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -24496664.000000 Penalty: 6038.659180
	Iteration 37Q: 3 clusters Score -2.449666e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193468 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -24496674.000000 Penalty: 6038.659180
	Iteration 38Q: 3 clusters Score -2.449667e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193474 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -24496706.000000 Penalty: 6038.659180
	Iteration 39Q: 3 clusters Score -2.449671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193476 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -24496692.000000 Penalty: 6038.659180
	Iteration 40F: 3 clusters Score -2.449669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193475 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -24496702.000000 Penalty: 6038.659180
	Iteration 41Q: 3 clusters Score -2.44967e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193475 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -24496702.000000 Penalty: 6038.659180
	Iteration 42F: 3 clusters Score -2.44967e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -79269.164062 Penalty: 1631.654297
	Iteration 0F: 2 clusters Score -79269.16 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 378 members 
Entering Unmasked Estep 
Score: -77545.445312 Penalty: 3263.308594
	Iteration 0F: 3 clusters Score -77545.45 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -78115.765625 Penalty: 3263.308594
	Iteration 1F: 3 clusters Score -78115.77 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -78445.828125 Penalty: 3263.308594
	Iteration 2F: 3 clusters Score -78445.83 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -78590.593750 Penalty: 3263.308594
	Iteration 3F: 3 clusters Score -78590.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -78692.773438 Penalty: 3263.308594
	Iteration 4Q: 3 clusters Score -78692.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -78749.875000 Penalty: 3263.308594
	Iteration 5Q: 3 clusters Score -78749.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -78791.164062 Penalty: 3263.308594
	Iteration 6Q: 3 clusters Score -78791.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -78809.710938 Penalty: 3263.308594
	Iteration 7Q: 3 clusters Score -78809.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -78825.468750 Penalty: 3263.308594
	Iteration 8Q: 3 clusters Score -78825.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -78829.453125 Penalty: 3263.308594
	Iteration 9Q: 3 clusters Score -78829.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -78830.179688 Penalty: 3263.308594
	Iteration 10Q: 3 clusters Score -78830.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -78830.179688 Penalty: 3263.308594
	Iteration 11F: 3 clusters Score -78830.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (52911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52911 members 
Entering Unmasked Estep 
Score: -6757545.500000 Penalty: 2697.338867
	Iteration 0F: 2 clusters Score -6757546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -6721956.500000 Penalty: 5394.677734
	Iteration 0F: 3 clusters Score -6721956 nChanged 24479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -6735866.500000 Penalty: 5394.677734
	Iteration 1F: 3 clusters Score -6735866 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -6736867.500000 Penalty: 5394.677734
	Iteration 2Q: 3 clusters Score -6736868 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -6738195.000000 Penalty: 5394.677734
	Iteration 3F: 3 clusters Score -6738195 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -6739818.500000 Penalty: 5394.677734
	Iteration 4F: 3 clusters Score -6739818 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -6741650.000000 Penalty: 5394.677734
	Iteration 5F: 3 clusters Score -6741650 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -6743320.000000 Penalty: 5394.677734
	Iteration 6F: 3 clusters Score -6743320 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -6744902.000000 Penalty: 5394.677734
	Iteration 7F: 3 clusters Score -6744902 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -6746285.500000 Penalty: 5394.677734
	Iteration 8F: 3 clusters Score -6746286 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -6747490.500000 Penalty: 5394.677734
	Iteration 9Q: 3 clusters Score -6747490 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -6748436.000000 Penalty: 5394.677734
	Iteration 10Q: 3 clusters Score -6748436 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -6749061.500000 Penalty: 5394.677734
	Iteration 11Q: 3 clusters Score -6749062 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -6749571.000000 Penalty: 5394.677734
	Iteration 12Q: 3 clusters Score -6749571 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -6749865.000000 Penalty: 5394.677734
	Iteration 13Q: 3 clusters Score -6749865 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 36762 members 
Entering Unmasked Estep 
Score: -6750173.000000 Penalty: 5394.677734
	Iteration 14Q: 3 clusters Score -6750173 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 37519 members 
Entering Unmasked Estep 
Score: -6750513.000000 Penalty: 5394.677734
	Iteration 15Q: 3 clusters Score -6750513 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -6750887.500000 Penalty: 5394.677734
	Iteration 16Q: 3 clusters Score -6750888 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
Score: -6751204.000000 Penalty: 5394.677734
	Iteration 17Q: 3 clusters Score -6751204 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -6751536.500000 Penalty: 5394.677734
	Iteration 18Q: 3 clusters Score -6751536 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -6751822.000000 Penalty: 5394.677734
	Iteration 19Q: 3 clusters Score -6751822 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -6752077.500000 Penalty: 5394.677734
	Iteration 20F: 3 clusters Score -6752078 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 41997 members 
Entering Unmasked Estep 
Score: -6752313.000000 Penalty: 5394.677734
	Iteration 21Q: 3 clusters Score -6752313 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 42669 members 
Entering Unmasked Estep 
Score: -6752561.500000 Penalty: 5394.677734
	Iteration 22Q: 3 clusters Score -6752562 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 43373 members 
Entering Unmasked Estep 
Score: -6752798.500000 Penalty: 5394.677734
	Iteration 23Q: 3 clusters Score -6752798 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 44075 members 
Entering Unmasked Estep 
Score: -6753036.000000 Penalty: 5394.677734
	Iteration 24Q: 3 clusters Score -6753036 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 44740 members 
Entering Unmasked Estep 
Score: -6753271.000000 Penalty: 5394.677734
	Iteration 25Q: 3 clusters Score -6753271 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 45385 members 
Entering Unmasked Estep 
Score: -6753489.500000 Penalty: 5394.677734
	Iteration 26Q: 3 clusters Score -6753490 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 45993 members 
Entering Unmasked Estep 
Score: -6753695.000000 Penalty: 5394.677734
	Iteration 27Q: 3 clusters Score -6753695 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 46542 members 
Entering Unmasked Estep 
Score: -6753951.000000 Penalty: 5394.677734
	Iteration 28Q: 3 clusters Score -6753951 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 47065 members 
Entering Unmasked Estep 
Score: -6754183.000000 Penalty: 5394.677734
	Iteration 29Q: 3 clusters Score -6754183 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 47616 members 
Entering Unmasked Estep 
Score: -6754463.000000 Penalty: 5394.677734
	Iteration 30Q: 3 clusters Score -6754463 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 48109 members 
Entering Unmasked Estep 
Score: -6754687.000000 Penalty: 5394.677734
	Iteration 31Q: 3 clusters Score -6754687 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 48568 members 
Entering Unmasked Estep 
Score: -6754942.000000 Penalty: 5394.677734
	Iteration 32Q: 3 clusters Score -6754942 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 48982 members 
Entering Unmasked Estep 
Score: -6755228.500000 Penalty: 5394.677734
	Iteration 33Q: 3 clusters Score -6755228 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 49330 members 
Entering Unmasked Estep 
Score: -6755475.000000 Penalty: 5394.677734
	Iteration 34Q: 3 clusters Score -6755475 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 49653 members 
Entering Unmasked Estep 
Score: -6755799.500000 Penalty: 5394.677734
	Iteration 35Q: 3 clusters Score -6755800 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 49944 members 
Entering Unmasked Estep 
Score: -6756076.500000 Penalty: 5394.677734
	Iteration 36Q: 3 clusters Score -6756076 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 50150 members 
Entering Unmasked Estep 
Score: -6756255.500000 Penalty: 5394.677734
	Iteration 37Q: 3 clusters Score -6756256 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 50296 members 
Entering Unmasked Estep 
Score: -6756333.000000 Penalty: 5394.677734
	Iteration 38Q: 3 clusters Score -6756333 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 50384 members 
Entering Unmasked Estep 
Score: -6756384.000000 Penalty: 5394.677734
	Iteration 39Q: 3 clusters Score -6756384 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 50450 members 
Entering Unmasked Estep 
Score: -6756404.500000 Penalty: 5394.677734
	Iteration 40F: 3 clusters Score -6756404 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 50478 members 
Entering Unmasked Estep 
Score: -6756413.000000 Penalty: 5394.677734
	Iteration 41Q: 3 clusters Score -6756413 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 50511 members 
Entering Unmasked Estep 
Score: -6756417.000000 Penalty: 5394.677734
	Iteration 42Q: 3 clusters Score -6756417 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 50539 members 
Entering Unmasked Estep 
Score: -6756420.000000 Penalty: 5394.677734
	Iteration 43Q: 3 clusters Score -6756420 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 50566 members 
Entering Unmasked Estep 
Score: -6756441.500000 Penalty: 5394.677734
	Iteration 44Q: 3 clusters Score -6756442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 50585 members 
Entering Unmasked Estep 
Score: -6756443.500000 Penalty: 5394.677734
	Iteration 45Q: 3 clusters Score -6756444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 50600 members 
Entering Unmasked Estep 
Score: -6756435.000000 Penalty: 5394.677734
	Iteration 46Q: 3 clusters Score -6756435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 50609 members 
Entering Unmasked Estep 
Score: -6756445.500000 Penalty: 5394.677734
	Iteration 47Q: 3 clusters Score -6756446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 50618 members 
Entering Unmasked Estep 
Score: -6756445.000000 Penalty: 5394.677734
	Iteration 48Q: 3 clusters Score -6756445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 50622 members 
Entering Unmasked Estep 
Score: -6756441.000000 Penalty: 5394.677734
	Iteration 49Q: 3 clusters Score -6756441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 50627 members 
Entering Unmasked Estep 
Score: -6756439.000000 Penalty: 5394.677734
	Iteration 50Q: 3 clusters Score -6756439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 50630 members 
Entering Unmasked Estep 
Score: -6756435.500000 Penalty: 5394.677734
	Iteration 51Q: 3 clusters Score -6756436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 50633 members 
Entering Unmasked Estep 
Score: -6756440.000000 Penalty: 5394.677734
	Iteration 52Q: 3 clusters Score -6756440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 50636 members 
Entering Unmasked Estep 
Score: -6756440.000000 Penalty: 5394.677734
	Iteration 53Q: 3 clusters Score -6756440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 50638 members 
Entering Unmasked Estep 
Score: -6756436.000000 Penalty: 5394.677734
	Iteration 54Q: 3 clusters Score -6756436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 50643 members 
Entering Unmasked Estep 
Score: -6756433.500000 Penalty: 5394.677734
	Iteration 55Q: 3 clusters Score -6756434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 50649 members 
Entering Unmasked Estep 
Score: -6756426.500000 Penalty: 5394.677734
	Iteration 56Q: 3 clusters Score -6756426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 50654 members 
Entering Unmasked Estep 
Score: -6756429.500000 Penalty: 5394.677734
	Iteration 57Q: 3 clusters Score -6756430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 50659 members 
Entering Unmasked Estep 
Score: -6756431.500000 Penalty: 5394.677734
	Iteration 58Q: 3 clusters Score -6756432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 50663 members 
Entering Unmasked Estep 
Score: -6756430.500000 Penalty: 5394.677734
	Iteration 59Q: 3 clusters Score -6756430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 50664 members 
Entering Unmasked Estep 
Score: -6756430.500000 Penalty: 5394.677734
	Iteration 60F: 3 clusters Score -6756430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (92933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92933 members 
Entering Unmasked Estep 
Score: -11953566.000000 Penalty: 2837.029297
	Iteration 0F: 2 clusters Score -1.195357e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46642 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
Score: -11891506.000000 Penalty: 5674.058594
	Iteration 0F: 3 clusters Score -1.189151e+07 nChanged 43792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47864 members 
Mstep: Class 2 contains 45069 members 
Entering Unmasked Estep 
Score: -11916391.000000 Penalty: 5674.058594
	Iteration 1F: 3 clusters Score -1.191639e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48566 members 
Mstep: Class 2 contains 44367 members 
Entering Unmasked Estep 
Score: -11917063.000000 Penalty: 5674.058594
	Iteration 2Q: 3 clusters Score -1.191706e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49624 members 
Mstep: Class 2 contains 43309 members 
Entering Unmasked Estep 
Score: -11917705.000000 Penalty: 5674.058594
	Iteration 3Q: 3 clusters Score -1.19177e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51175 members 
Mstep: Class 2 contains 41758 members 
Entering Unmasked Estep 
Score: -11918419.000000 Penalty: 5674.058594
	Iteration 4Q: 3 clusters Score -1.191842e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53526 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -11919386.000000 Penalty: 5674.058594
	Iteration 5Q: 3 clusters Score -1.191939e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56956 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -11921003.000000 Penalty: 5674.058594
	Iteration 6Q: 3 clusters Score -1.1921e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61813 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -11923853.000000 Penalty: 5674.058594
	Iteration 7F: 3 clusters Score -1.192385e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68260 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -11928446.000000 Penalty: 5674.058594
	Iteration 8F: 3 clusters Score -1.192845e+07 nChanged 7775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76027 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -11935176.000000 Penalty: 5674.058594
	Iteration 9F: 3 clusters Score -1.193518e+07 nChanged 7542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83567 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -11942166.000000 Penalty: 5674.058594
	Iteration 10F: 3 clusters Score -1.194217e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88942 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -11947388.000000 Penalty: 5674.058594
	Iteration 11F: 3 clusters Score -1.194739e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91541 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -11949772.000000 Penalty: 5674.058594
	Iteration 12Q: 3 clusters Score -1.194977e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92389 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -11950560.000000 Penalty: 5674.058594
	Iteration 13Q: 3 clusters Score -1.195056e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92620 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -11950789.000000 Penalty: 5674.058594
	Iteration 14Q: 3 clusters Score -1.195079e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92681 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -11950902.000000 Penalty: 5674.058594
	Iteration 15Q: 3 clusters Score -1.19509e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92711 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -11950943.000000 Penalty: 5674.058594
	Iteration 16Q: 3 clusters Score -1.195094e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92728 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -11950977.000000 Penalty: 5674.058594
	Iteration 17Q: 3 clusters Score -1.195098e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92736 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -11951001.000000 Penalty: 5674.058594
	Iteration 18Q: 3 clusters Score -1.1951e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92743 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -11951028.000000 Penalty: 5674.058594
	Iteration 19Q: 3 clusters Score -1.195103e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92742 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -11951037.000000 Penalty: 5674.058594
	Iteration 20F: 3 clusters Score -1.195104e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92748 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -11951059.000000 Penalty: 5674.058594
	Iteration 21Q: 3 clusters Score -1.195106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92749 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -11951054.000000 Penalty: 5674.058594
	Iteration 22Q: 3 clusters Score -1.195105e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92749 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -11951054.000000 Penalty: 5674.058594
	Iteration 23F: 3 clusters Score -1.195105e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Entering Unmasked Estep 
Score: -3263514.000000 Penalty: 2514.294189
	Iteration 0F: 2 clusters Score -3263514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -3246007.000000 Penalty: 5028.588379
	Iteration 0F: 3 clusters Score -3246007 nChanged 11210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -3251982.750000 Penalty: 5028.588379
	Iteration 1F: 3 clusters Score -3251983 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -3252425.750000 Penalty: 5028.588379
	Iteration 2Q: 3 clusters Score -3252426 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -3252853.250000 Penalty: 5028.588379
	Iteration 3Q: 3 clusters Score -3252853 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -3253261.000000 Penalty: 5028.588379
	Iteration 4Q: 3 clusters Score -3253261 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -3253688.750000 Penalty: 5028.588379
	Iteration 5Q: 3 clusters Score -3253689 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -3254130.500000 Penalty: 5028.588379
	Iteration 6Q: 3 clusters Score -3254130 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -3254620.250000 Penalty: 5028.588379
	Iteration 7Q: 3 clusters Score -3254620 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -3255176.000000 Penalty: 5028.588379
	Iteration 8Q: 3 clusters Score -3255176 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -3255907.250000 Penalty: 5028.588379
	Iteration 9Q: 3 clusters Score -3255907 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -3256779.500000 Penalty: 5028.588379
	Iteration 10F: 3 clusters Score -3256780 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -3257676.500000 Penalty: 5028.588379
	Iteration 11F: 3 clusters Score -3257676 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -3258357.250000 Penalty: 5028.588379
	Iteration 12Q: 3 clusters Score -3258357 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -3258781.500000 Penalty: 5028.588379
	Iteration 13Q: 3 clusters Score -3258782 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -3259014.000000 Penalty: 5028.588379
	Iteration 14Q: 3 clusters Score -3259014 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -3259143.250000 Penalty: 5028.588379
	Iteration 15Q: 3 clusters Score -3259143 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -3259245.000000 Penalty: 5028.588379
	Iteration 16Q: 3 clusters Score -3259245 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -3259319.000000 Penalty: 5028.588379
	Iteration 17Q: 3 clusters Score -3259319 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -3259392.250000 Penalty: 5028.588379
	Iteration 18Q: 3 clusters Score -3259392 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -3259484.250000 Penalty: 5028.588379
	Iteration 19Q: 3 clusters Score -3259484 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -3259533.500000 Penalty: 5028.588379
	Iteration 20F: 3 clusters Score -3259534 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -3259591.500000 Penalty: 5028.588379
	Iteration 21Q: 3 clusters Score -3259592 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -3259645.750000 Penalty: 5028.588379
	Iteration 22Q: 3 clusters Score -3259646 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -3259687.250000 Penalty: 5028.588379
	Iteration 23Q: 3 clusters Score -3259687 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -3259748.500000 Penalty: 5028.588379
	Iteration 24Q: 3 clusters Score -3259748 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -3259788.750000 Penalty: 5028.588379
	Iteration 25Q: 3 clusters Score -3259789 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -3259836.500000 Penalty: 5028.588379
	Iteration 26Q: 3 clusters Score -3259836 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -3259889.000000 Penalty: 5028.588379
	Iteration 27Q: 3 clusters Score -3259889 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -3259943.250000 Penalty: 5028.588379
	Iteration 28Q: 3 clusters Score -3259943 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -3260025.000000 Penalty: 5028.588379
	Iteration 29Q: 3 clusters Score -3260025 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -3260103.000000 Penalty: 5028.588379
	Iteration 30Q: 3 clusters Score -3260103 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -3260179.250000 Penalty: 5028.588379
	Iteration 31Q: 3 clusters Score -3260179 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -3260272.500000 Penalty: 5028.588379
	Iteration 32Q: 3 clusters Score -3260272 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -3260358.250000 Penalty: 5028.588379
	Iteration 33Q: 3 clusters Score -3260358 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -3260446.000000 Penalty: 5028.588379
	Iteration 34Q: 3 clusters Score -3260446 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -3260551.500000 Penalty: 5028.588379
	Iteration 35Q: 3 clusters Score -3260552 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -3260644.500000 Penalty: 5028.588379
	Iteration 36Q: 3 clusters Score -3260644 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -3260736.250000 Penalty: 5028.588379
	Iteration 37Q: 3 clusters Score -3260736 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -3260836.500000 Penalty: 5028.588379
	Iteration 38Q: 3 clusters Score -3260836 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -3260935.500000 Penalty: 5028.588379
	Iteration 39Q: 3 clusters Score -3260936 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -3261020.500000 Penalty: 5028.588379
	Iteration 40F: 3 clusters Score -3261020 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -3261089.000000 Penalty: 5028.588379
	Iteration 41Q: 3 clusters Score -3261089 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -3261137.000000 Penalty: 5028.588379
	Iteration 42Q: 3 clusters Score -3261137 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -3261171.750000 Penalty: 5028.588379
	Iteration 43Q: 3 clusters Score -3261172 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -3261204.000000 Penalty: 5028.588379
	Iteration 44Q: 3 clusters Score -3261204 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3261222.000000 Penalty: 5028.588379
	Iteration 45Q: 3 clusters Score -3261222 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -3261233.500000 Penalty: 5028.588379
	Iteration 46Q: 3 clusters Score -3261234 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -3261259.750000 Penalty: 5028.588379
	Iteration 47Q: 3 clusters Score -3261260 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -3261292.250000 Penalty: 5028.588379
	Iteration 48Q: 3 clusters Score -3261292 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3261307.500000 Penalty: 5028.588379
	Iteration 49Q: 3 clusters Score -3261308 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -3261321.250000 Penalty: 5028.588379
	Iteration 50Q: 3 clusters Score -3261321 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -3261338.250000 Penalty: 5028.588379
	Iteration 51Q: 3 clusters Score -3261338 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -3261339.500000 Penalty: 5028.588379
	Iteration 52Q: 3 clusters Score -3261340 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3261354.500000 Penalty: 5028.588379
	Iteration 53Q: 3 clusters Score -3261354 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3261370.250000 Penalty: 5028.588379
	Iteration 54Q: 3 clusters Score -3261370 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3261385.000000 Penalty: 5028.588379
	Iteration 55Q: 3 clusters Score -3261385 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3261387.750000 Penalty: 5028.588379
	Iteration 56Q: 3 clusters Score -3261388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3261389.000000 Penalty: 5028.588379
	Iteration 57Q: 3 clusters Score -3261389 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3261394.750000 Penalty: 5028.588379
	Iteration 58Q: 3 clusters Score -3261395 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3261394.500000 Penalty: 5028.588379
	Iteration 59Q: 3 clusters Score -3261394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3261400.250000 Penalty: 5028.588379
	Iteration 60F: 3 clusters Score -3261400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3261404.250000 Penalty: 5028.588379
	Iteration 61Q: 3 clusters Score -3261404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3261406.000000 Penalty: 5028.588379
	Iteration 62Q: 3 clusters Score -3261406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3261403.750000 Penalty: 5028.588379
	Iteration 63Q: 3 clusters Score -3261404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3261401.750000 Penalty: 5028.588379
	Iteration 64Q: 3 clusters Score -3261402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3261403.500000 Penalty: 5028.588379
	Iteration 65Q: 3 clusters Score -3261404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3261403.250000 Penalty: 5028.588379
	Iteration 66Q: 3 clusters Score -3261403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3261403.250000 Penalty: 5028.588379
	Iteration 67Q: 3 clusters Score -3261403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3261402.750000 Penalty: 5028.588379
	Iteration 68Q: 3 clusters Score -3261403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3261400.750000 Penalty: 5028.588379
	Iteration 69Q: 3 clusters Score -3261401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3261409.500000 Penalty: 5028.588379
	Iteration 70Q: 3 clusters Score -3261410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3261410.500000 Penalty: 5028.588379
	Iteration 71Q: 3 clusters Score -3261410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3261411.000000 Penalty: 5028.588379
	Iteration 72Q: 3 clusters Score -3261411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3261410.500000 Penalty: 5028.588379
	Iteration 73Q: 3 clusters Score -3261410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3261412.250000 Penalty: 5028.588379
	Iteration 74Q: 3 clusters Score -3261412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -3261416.500000 Penalty: 5028.588379
	Iteration 75Q: 3 clusters Score -3261416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -3261419.500000 Penalty: 5028.588379
	Iteration 76Q: 3 clusters Score -3261420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3261421.250000 Penalty: 5028.588379
	Iteration 77Q: 3 clusters Score -3261421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3261421.250000 Penalty: 5028.588379
	Iteration 78Q: 3 clusters Score -3261421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3261418.000000 Penalty: 5028.588379
	Iteration 79Q: 3 clusters Score -3261418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3261419.500000 Penalty: 5028.588379
	Iteration 80F: 3 clusters Score -3261420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3261418.000000 Penalty: 5028.588379
	Iteration 81Q: 3 clusters Score -3261418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3261421.500000 Penalty: 5028.588379
	Iteration 82Q: 3 clusters Score -3261422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3261419.250000 Penalty: 5028.588379
	Iteration 83Q: 3 clusters Score -3261419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3261423.000000 Penalty: 5028.588379
	Iteration 84Q: 3 clusters Score -3261423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3261423.000000 Penalty: 5028.588379
	Iteration 85Q: 3 clusters Score -3261423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3261425.250000 Penalty: 5028.588379
	Iteration 86Q: 3 clusters Score -3261425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3261426.500000 Penalty: 5028.588379
	Iteration 87Q: 3 clusters Score -3261426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3261424.500000 Penalty: 5028.588379
	Iteration 88Q: 3 clusters Score -3261424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3261431.250000 Penalty: 5028.588379
	Iteration 89Q: 3 clusters Score -3261431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3261425.500000 Penalty: 5028.588379
	Iteration 90Q: 3 clusters Score -3261426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3261434.250000 Penalty: 5028.588379
	Iteration 91Q: 3 clusters Score -3261434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3261431.750000 Penalty: 5028.588379
	Iteration 92Q: 3 clusters Score -3261432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3261432.500000 Penalty: 5028.588379
	Iteration 93Q: 3 clusters Score -3261432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3261431.750000 Penalty: 5028.588379
	Iteration 94Q: 3 clusters Score -3261432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -3261436.500000 Penalty: 5028.588379
	Iteration 95Q: 3 clusters Score -3261436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3261435.250000 Penalty: 5028.588379
	Iteration 96Q: 3 clusters Score -3261435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3261434.500000 Penalty: 5028.588379
	Iteration 97Q: 3 clusters Score -3261434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3261433.250000 Penalty: 5028.588379
	Iteration 98Q: 3 clusters Score -3261433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3261431.750000 Penalty: 5028.588379
	Iteration 99Q: 3 clusters Score -3261432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3261435.500000 Penalty: 5028.588379
	Iteration 100F: 3 clusters Score -3261436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3261436.750000 Penalty: 5028.588379
	Iteration 101Q: 3 clusters Score -3261437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3261433.250000 Penalty: 5028.588379
	Iteration 102Q: 3 clusters Score -3261433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3261433.750000 Penalty: 5028.588379
	Iteration 103Q: 3 clusters Score -3261434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3261434.250000 Penalty: 5028.588379
	Iteration 104Q: 3 clusters Score -3261434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3261434.750000 Penalty: 5028.588379
	Iteration 105Q: 3 clusters Score -3261435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3261435.250000 Penalty: 5028.588379
	Iteration 106Q: 3 clusters Score -3261435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3261438.000000 Penalty: 5028.588379
	Iteration 107Q: 3 clusters Score -3261438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3261438.000000 Penalty: 5028.588379
	Iteration 108Q: 3 clusters Score -3261438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3261436.000000 Penalty: 5028.588379
	Iteration 109Q: 3 clusters Score -3261436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3261442.250000 Penalty: 5028.588379
	Iteration 110Q: 3 clusters Score -3261442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3261442.500000 Penalty: 5028.588379
	Iteration 111Q: 3 clusters Score -3261442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3261442.500000 Penalty: 5028.588379
	Iteration 112F: 3 clusters Score -3261442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -28459.183594 Penalty: 1377.133911
	Iteration 0F: 2 clusters Score -28459.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -27282.839844 Penalty: 2754.267822
	Iteration 0F: 3 clusters Score -27282.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -27425.457031 Penalty: 2754.267822
	Iteration 1F: 3 clusters Score -27425.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -27545.431641 Penalty: 2754.267822
	Iteration 2Q: 3 clusters Score -27545.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -27736.785156 Penalty: 2754.267822
	Iteration 3F: 3 clusters Score -27736.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -27853.101562 Penalty: 2754.267822
	Iteration 4Q: 3 clusters Score -27853.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -27936.486328 Penalty: 2754.267822
	Iteration 5Q: 3 clusters Score -27936.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -27975.826172 Penalty: 2754.267822
	Iteration 6Q: 3 clusters Score -27975.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -28001.992188 Penalty: 2754.267822
	Iteration 7Q: 3 clusters Score -28001.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -28001.992188 Penalty: 2754.267822
	Iteration 8F: 3 clusters Score -28001.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Entering Unmasked Estep 
Score: -204668.671875 Penalty: 1842.079224
	Iteration 0F: 2 clusters Score -204668.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -202255.187500 Penalty: 3684.158447
	Iteration 0F: 3 clusters Score -202255.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -202704.937500 Penalty: 3684.158447
	Iteration 1F: 3 clusters Score -202704.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -202912.046875 Penalty: 3684.158447
	Iteration 2F: 3 clusters Score -202912 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -203022.625000 Penalty: 3684.158447
	Iteration 3F: 3 clusters Score -203022.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -203089.031250 Penalty: 3684.158447
	Iteration 4Q: 3 clusters Score -203089 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -203152.250000 Penalty: 3684.158447
	Iteration 5Q: 3 clusters Score -203152.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -203192.828125 Penalty: 3684.158447
	Iteration 6Q: 3 clusters Score -203192.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -203222.984375 Penalty: 3684.158447
	Iteration 7Q: 3 clusters Score -203223 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -203240.000000 Penalty: 3684.158447
	Iteration 8Q: 3 clusters Score -203240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -203257.062500 Penalty: 3684.158447
	Iteration 9Q: 3 clusters Score -203257.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -203269.687500 Penalty: 3684.158447
	Iteration 10Q: 3 clusters Score -203269.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -203284.875000 Penalty: 3684.158447
	Iteration 11Q: 3 clusters Score -203284.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -203295.140625 Penalty: 3684.158447
	Iteration 12Q: 3 clusters Score -203295.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -203305.265625 Penalty: 3684.158447
	Iteration 13Q: 3 clusters Score -203305.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -203311.765625 Penalty: 3684.158447
	Iteration 14Q: 3 clusters Score -203311.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -203317.234375 Penalty: 3684.158447
	Iteration 15Q: 3 clusters Score -203317.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -203319.687500 Penalty: 3684.158447
	Iteration 16Q: 3 clusters Score -203319.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -203319.906250 Penalty: 3684.158447
	Iteration 17Q: 3 clusters Score -203319.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -203319.906250 Penalty: 3684.158447
	Iteration 18F: 3 clusters Score -203319.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Entering Unmasked Estep 
Score: -2379697.250000 Penalty: 2444.425049
	Iteration 0F: 2 clusters Score -2379697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -2366117.500000 Penalty: 4888.850098
	Iteration 0F: 3 clusters Score -2366118 nChanged 8382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2370612.000000 Penalty: 4888.850098
	Iteration 1F: 3 clusters Score -2370612 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2371018.000000 Penalty: 4888.850098
	Iteration 2F: 3 clusters Score -2371018 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2371324.250000 Penalty: 4888.850098
	Iteration 3Q: 3 clusters Score -2371324 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2371564.000000 Penalty: 4888.850098
	Iteration 4Q: 3 clusters Score -2371564 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -2371812.250000 Penalty: 4888.850098
	Iteration 5Q: 3 clusters Score -2371812 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -2372079.750000 Penalty: 4888.850098
	Iteration 6Q: 3 clusters Score -2372080 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -2372394.000000 Penalty: 4888.850098
	Iteration 7Q: 3 clusters Score -2372394 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -2372837.750000 Penalty: 4888.850098
	Iteration 8Q: 3 clusters Score -2372838 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -2373432.500000 Penalty: 4888.850098
	Iteration 9F: 3 clusters Score -2373432 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -2374259.000000 Penalty: 4888.850098
	Iteration 10F: 3 clusters Score -2374259 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2375229.500000 Penalty: 4888.850098
	Iteration 11F: 3 clusters Score -2375230 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2376069.750000 Penalty: 4888.850098
	Iteration 12F: 3 clusters Score -2376070 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2376689.250000 Penalty: 4888.850098
	Iteration 13Q: 3 clusters Score -2376689 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2377061.000000 Penalty: 4888.850098
	Iteration 14Q: 3 clusters Score -2377061 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2377254.000000 Penalty: 4888.850098
	Iteration 15Q: 3 clusters Score -2377254 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2377359.500000 Penalty: 4888.850098
	Iteration 16Q: 3 clusters Score -2377360 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2377422.750000 Penalty: 4888.850098
	Iteration 17Q: 3 clusters Score -2377423 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2377467.750000 Penalty: 4888.850098
	Iteration 18Q: 3 clusters Score -2377468 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2377488.250000 Penalty: 4888.850098
	Iteration 19Q: 3 clusters Score -2377488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2377508.750000 Penalty: 4888.850098
	Iteration 20F: 3 clusters Score -2377509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2377520.250000 Penalty: 4888.850098
	Iteration 21Q: 3 clusters Score -2377520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2377531.500000 Penalty: 4888.850098
	Iteration 22Q: 3 clusters Score -2377532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2377534.750000 Penalty: 4888.850098
	Iteration 23Q: 3 clusters Score -2377535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2377535.000000 Penalty: 4888.850098
	Iteration 24Q: 3 clusters Score -2377535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2377535.000000 Penalty: 4888.850098
	Iteration 25F: 3 clusters Score -2377535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Entering Unmasked Estep 
Score: -2744277.000000 Penalty: 2472.299072
	Iteration 0F: 2 clusters Score -2744277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2729241.500000 Penalty: 4944.598145
	Iteration 0F: 3 clusters Score -2729242 nChanged 9491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2734494.500000 Penalty: 4944.598145
	Iteration 1F: 3 clusters Score -2734494 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -2734883.250000 Penalty: 4944.598145
	Iteration 2F: 3 clusters Score -2734883 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2735208.000000 Penalty: 4944.598145
	Iteration 3Q: 3 clusters Score -2735208 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2735517.000000 Penalty: 4944.598145
	Iteration 4Q: 3 clusters Score -2735517 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2735933.250000 Penalty: 4944.598145
	Iteration 5Q: 3 clusters Score -2735933 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -2736429.000000 Penalty: 4944.598145
	Iteration 6Q: 3 clusters Score -2736429 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -2737022.250000 Penalty: 4944.598145
	Iteration 7Q: 3 clusters Score -2737022 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -2737623.500000 Penalty: 4944.598145
	Iteration 8Q: 3 clusters Score -2737624 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -2738327.000000 Penalty: 4944.598145
	Iteration 9Q: 3 clusters Score -2738327 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2739073.000000 Penalty: 4944.598145
	Iteration 10Q: 3 clusters Score -2739073 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -2739739.750000 Penalty: 4944.598145
	Iteration 11Q: 3 clusters Score -2739740 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2740306.750000 Penalty: 4944.598145
	Iteration 12Q: 3 clusters Score -2740307 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2740772.750000 Penalty: 4944.598145
	Iteration 13Q: 3 clusters Score -2740773 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2741138.500000 Penalty: 4944.598145
	Iteration 14Q: 3 clusters Score -2741138 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2741401.000000 Penalty: 4944.598145
	Iteration 15Q: 3 clusters Score -2741401 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2741591.500000 Penalty: 4944.598145
	Iteration 16Q: 3 clusters Score -2741592 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2741717.000000 Penalty: 4944.598145
	Iteration 17Q: 3 clusters Score -2741717 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2741830.000000 Penalty: 4944.598145
	Iteration 18Q: 3 clusters Score -2741830 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2741896.000000 Penalty: 4944.598145
	Iteration 19Q: 3 clusters Score -2741896 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2741955.500000 Penalty: 4944.598145
	Iteration 20F: 3 clusters Score -2741956 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2742004.250000 Penalty: 4944.598145
	Iteration 21Q: 3 clusters Score -2742004 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2742028.750000 Penalty: 4944.598145
	Iteration 22Q: 3 clusters Score -2742029 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2742056.250000 Penalty: 4944.598145
	Iteration 23Q: 3 clusters Score -2742056 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2742065.500000 Penalty: 4944.598145
	Iteration 24Q: 3 clusters Score -2742066 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2742090.250000 Penalty: 4944.598145
	Iteration 25Q: 3 clusters Score -2742090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2742106.500000 Penalty: 4944.598145
	Iteration 26Q: 3 clusters Score -2742106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2742115.250000 Penalty: 4944.598145
	Iteration 27Q: 3 clusters Score -2742115 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2742124.250000 Penalty: 4944.598145
	Iteration 28Q: 3 clusters Score -2742124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2742128.750000 Penalty: 4944.598145
	Iteration 29Q: 3 clusters Score -2742129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2742132.250000 Penalty: 4944.598145
	Iteration 30Q: 3 clusters Score -2742132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2742130.250000 Penalty: 4944.598145
	Iteration 31Q: 3 clusters Score -2742130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2742132.000000 Penalty: 4944.598145
	Iteration 32Q: 3 clusters Score -2742132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2742132.000000 Penalty: 4944.598145
	Iteration 33Q: 3 clusters Score -2742132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2742134.000000 Penalty: 4944.598145
	Iteration 34Q: 3 clusters Score -2742134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2742135.250000 Penalty: 4944.598145
	Iteration 35Q: 3 clusters Score -2742135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2742135.000000 Penalty: 4944.598145
	Iteration 36Q: 3 clusters Score -2742135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2742135.000000 Penalty: 4944.598145
	Iteration 37F: 3 clusters Score -2742135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Entering Unmasked Estep 
Score: -1338984.250000 Penalty: 2294.748047
	Iteration 0F: 2 clusters Score -1338984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1331091.750000 Penalty: 4589.496094
	Iteration 0F: 3 clusters Score -1331092 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1333572.750000 Penalty: 4589.496094
	Iteration 1F: 3 clusters Score -1333573 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1334043.375000 Penalty: 4589.496094
	Iteration 2F: 3 clusters Score -1334043 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1334492.625000 Penalty: 4589.496094
	Iteration 3F: 3 clusters Score -1334493 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1334918.375000 Penalty: 4589.496094
	Iteration 4F: 3 clusters Score -1334918 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1335348.250000 Penalty: 4589.496094
	Iteration 5F: 3 clusters Score -1335348 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1335771.875000 Penalty: 4589.496094
	Iteration 6F: 3 clusters Score -1335772 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1336135.875000 Penalty: 4589.496094
	Iteration 7F: 3 clusters Score -1336136 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1336424.625000 Penalty: 4589.496094
	Iteration 8Q: 3 clusters Score -1336425 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1336643.250000 Penalty: 4589.496094
	Iteration 9Q: 3 clusters Score -1336643 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1336823.625000 Penalty: 4589.496094
	Iteration 10Q: 3 clusters Score -1336824 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1336957.500000 Penalty: 4589.496094
	Iteration 11Q: 3 clusters Score -1336958 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1337055.000000 Penalty: 4589.496094
	Iteration 12Q: 3 clusters Score -1337055 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1337115.625000 Penalty: 4589.496094
	Iteration 13Q: 3 clusters Score -1337116 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1337160.750000 Penalty: 4589.496094
	Iteration 14Q: 3 clusters Score -1337161 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1337195.125000 Penalty: 4589.496094
	Iteration 15Q: 3 clusters Score -1337195 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1337226.500000 Penalty: 4589.496094
	Iteration 16Q: 3 clusters Score -1337226 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1337248.750000 Penalty: 4589.496094
	Iteration 17Q: 3 clusters Score -1337249 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1337272.250000 Penalty: 4589.496094
	Iteration 18Q: 3 clusters Score -1337272 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1337289.250000 Penalty: 4589.496094
	Iteration 19Q: 3 clusters Score -1337289 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1337305.875000 Penalty: 4589.496094
	Iteration 20F: 3 clusters Score -1337306 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1337316.625000 Penalty: 4589.496094
	Iteration 21Q: 3 clusters Score -1337317 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1337340.750000 Penalty: 4589.496094
	Iteration 22Q: 3 clusters Score -1337341 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1337353.500000 Penalty: 4589.496094
	Iteration 23Q: 3 clusters Score -1337354 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1337372.500000 Penalty: 4589.496094
	Iteration 24Q: 3 clusters Score -1337372 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1337384.875000 Penalty: 4589.496094
	Iteration 25Q: 3 clusters Score -1337385 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1337400.375000 Penalty: 4589.496094
	Iteration 26Q: 3 clusters Score -1337400 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1337414.750000 Penalty: 4589.496094
	Iteration 27Q: 3 clusters Score -1337415 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1337426.000000 Penalty: 4589.496094
	Iteration 28Q: 3 clusters Score -1337426 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1337435.250000 Penalty: 4589.496094
	Iteration 29Q: 3 clusters Score -1337435 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1337447.375000 Penalty: 4589.496094
	Iteration 30Q: 3 clusters Score -1337447 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1337452.375000 Penalty: 4589.496094
	Iteration 31Q: 3 clusters Score -1337452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1337455.000000 Penalty: 4589.496094
	Iteration 32Q: 3 clusters Score -1337455 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1337461.125000 Penalty: 4589.496094
	Iteration 33Q: 3 clusters Score -1337461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1337463.750000 Penalty: 4589.496094
	Iteration 34Q: 3 clusters Score -1337464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1337463.625000 Penalty: 4589.496094
	Iteration 35Q: 3 clusters Score -1337464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1337466.625000 Penalty: 4589.496094
	Iteration 36Q: 3 clusters Score -1337467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1337470.125000 Penalty: 4589.496094
	Iteration 37Q: 3 clusters Score -1337470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1337472.750000 Penalty: 4589.496094
	Iteration 38Q: 3 clusters Score -1337473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1337474.750000 Penalty: 4589.496094
	Iteration 39Q: 3 clusters Score -1337475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1337474.250000 Penalty: 4589.496094
	Iteration 40F: 3 clusters Score -1337474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1337472.875000 Penalty: 4589.496094
	Iteration 41Q: 3 clusters Score -1337473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1337473.375000 Penalty: 4589.496094
	Iteration 42Q: 3 clusters Score -1337473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1337476.375000 Penalty: 4589.496094
	Iteration 43Q: 3 clusters Score -1337476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1337476.375000 Penalty: 4589.496094
	Iteration 44F: 3 clusters Score -1337476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9883 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6265 members 
Mstep: Class 10 contains 20131 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 193826 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 52911 members 
Mstep: Class 15 contains 92933 members 
Mstep: Class 16 contains 25293 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1682 members 
Mstep: Class 19 contains 19083 members 
Mstep: Class 21 contains 21353 members 
Mstep: Class 23 contains 10436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57721528.000000 Penalty: 67921.164062
Iteration 199Q: 22 clusters Score -5.772153e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 634 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9871 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6271 members 
Mstep: Class 10 contains 20094 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 194870 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 52012 members 
Mstep: Class 15 contains 92914 members 
Mstep: Class 16 contains 25260 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1682 members 
Mstep: Class 19 contains 19148 members 
Mstep: Class 21 contains 21228 members 
Mstep: Class 23 contains 10442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57721416.000000 Penalty: 67921.164062
Iteration 200F: 22 clusters Score -5.772142e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 635 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9860 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6268 members 
Mstep: Class 10 contains 20068 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 195875 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 51187 members 
Mstep: Class 15 contains 92893 members 
Mstep: Class 16 contains 25216 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1682 members 
Mstep: Class 19 contains 19213 members 
Mstep: Class 21 contains 21089 members 
Mstep: Class 23 contains 10441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57721248.000000 Penalty: 67921.164062
Iteration 201Q: 22 clusters Score -5.772125e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 634 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9843 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6274 members 
Mstep: Class 10 contains 20026 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 196820 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 50462 members 
Mstep: Class 15 contains 92860 members 
Mstep: Class 16 contains 25185 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1682 members 
Mstep: Class 19 contains 19256 members 
Mstep: Class 21 contains 20941 members 
Mstep: Class 23 contains 10444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57721260.000000 Penalty: 67921.164062
Iteration 202Q: 22 clusters Score -5.772126e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 634 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9826 members 
Mstep: Class 8 contains 1423 members 
Mstep: Class 9 contains 6284 members 
Mstep: Class 10 contains 20002 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 197637 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 49803 members 
Mstep: Class 15 contains 92840 members 
Mstep: Class 16 contains 25153 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 19305 members 
Mstep: Class 21 contains 20808 members 
Mstep: Class 23 contains 10453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57721096.000000 Penalty: 67921.164062
Iteration 203Q: 22 clusters Score -5.77211e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9787 members 
Mstep: Class 8 contains 1423 members 
Mstep: Class 9 contains 6295 members 
Mstep: Class 10 contains 19991 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 198423 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 49188 members 
Mstep: Class 15 contains 92845 members 
Mstep: Class 16 contains 25104 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1680 members 
Mstep: Class 19 contains 19350 members 
Mstep: Class 21 contains 20670 members 
Mstep: Class 23 contains 10460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57721000.000000 Penalty: 67921.164062
Iteration 204Q: 22 clusters Score -5.7721e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9766 members 
Mstep: Class 8 contains 1423 members 
Mstep: Class 9 contains 6306 members 
Mstep: Class 10 contains 19966 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 199135 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 48623 members 
Mstep: Class 15 contains 92833 members 
Mstep: Class 16 contains 25084 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1680 members 
Mstep: Class 19 contains 19393 members 
Mstep: Class 21 contains 20543 members 
Mstep: Class 23 contains 10464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57720772.000000 Penalty: 67921.164062
Iteration 205Q: 22 clusters Score -5.772077e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 634 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9734 members 
Mstep: Class 8 contains 1423 members 
Mstep: Class 9 contains 6311 members 
Mstep: Class 10 contains 19945 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 199765 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 48125 members 
Mstep: Class 15 contains 92831 members 
Mstep: Class 16 contains 25069 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 19437 members 
Mstep: Class 21 contains 20435 members 
Mstep: Class 23 contains 10459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57720656.000000 Penalty: 67921.164062
Iteration 206Q: 22 clusters Score -5.772066e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9695 members 
Mstep: Class 8 contains 1423 members 
Mstep: Class 9 contains 6315 members 
Mstep: Class 10 contains 19928 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 200309 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 47687 members 
Mstep: Class 15 contains 92827 members 
Mstep: Class 16 contains 25064 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1682 members 
Mstep: Class 19 contains 19474 members 
Mstep: Class 21 contains 20355 members 
Mstep: Class 23 contains 10457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57720428.000000 Penalty: 67921.164062
Iteration 207Q: 22 clusters Score -5.772043e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9664 members 
Mstep: Class 8 contains 1423 members 
Mstep: Class 9 contains 6322 members 
Mstep: Class 10 contains 19898 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 200818 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 47259 members 
Mstep: Class 15 contains 92839 members 
Mstep: Class 16 contains 25051 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1682 members 
Mstep: Class 19 contains 19517 members 
Mstep: Class 21 contains 20281 members 
Mstep: Class 23 contains 10462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57720376.000000 Penalty: 67921.164062
Iteration 208Q: 22 clusters Score -5.772038e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9654 members 
Mstep: Class 8 contains 1423 members 
Mstep: Class 9 contains 6334 members 
Mstep: Class 10 contains 19858 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 201327 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 46852 members 
Mstep: Class 15 contains 92838 members 
Mstep: Class 16 contains 25015 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 19552 members 
Mstep: Class 21 contains 20220 members 
Mstep: Class 23 contains 10463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57720188.000000 Penalty: 67921.164062
Iteration 209Q: 22 clusters Score -5.772019e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9651 members 
Mstep: Class 8 contains 1423 members 
Mstep: Class 9 contains 6339 members 
Mstep: Class 10 contains 19835 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 201718 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 46505 members 
Mstep: Class 15 contains 92853 members 
Mstep: Class 16 contains 25007 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 19577 members 
Mstep: Class 21 contains 20163 members 
Mstep: Class 23 contains 10465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57720144.000000 Penalty: 67921.164062
Iteration 210Q: 22 clusters Score -5.772014e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9633 members 
Mstep: Class 8 contains 1423 members 
Mstep: Class 9 contains 6340 members 
Mstep: Class 10 contains 19819 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 202096 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 46167 members 
Mstep: Class 15 contains 92876 members 
Mstep: Class 16 contains 25013 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 19599 members 
Mstep: Class 21 contains 20104 members 
Mstep: Class 23 contains 10468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57720188.000000 Penalty: 67921.164062
Iteration 211Q: 22 clusters Score -5.772019e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9607 members 
Mstep: Class 8 contains 1423 members 
Mstep: Class 9 contains 6339 members 
Mstep: Class 10 contains 19798 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 202509 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 45835 members 
Mstep: Class 15 contains 92887 members 
Mstep: Class 16 contains 25010 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1680 members 
Mstep: Class 19 contains 19618 members 
Mstep: Class 21 contains 20044 members 
Mstep: Class 23 contains 10473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57720104.000000 Penalty: 67921.164062
Iteration 212Q: 22 clusters Score -5.77201e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9595 members 
Mstep: Class 8 contains 1423 members 
Mstep: Class 9 contains 6340 members 
Mstep: Class 10 contains 19781 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 202868 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 45525 members 
Mstep: Class 15 contains 92896 members 
Mstep: Class 16 contains 25010 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1680 members 
Mstep: Class 19 contains 19636 members 
Mstep: Class 21 contains 19993 members 
Mstep: Class 23 contains 10477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719920.000000 Penalty: 67921.164062
Iteration 213Q: 22 clusters Score -5.771992e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9587 members 
Mstep: Class 8 contains 1423 members 
Mstep: Class 9 contains 6342 members 
Mstep: Class 10 contains 19764 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 203206 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 45238 members 
Mstep: Class 15 contains 92924 members 
Mstep: Class 16 contains 25011 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1680 members 
Mstep: Class 19 contains 19647 members 
Mstep: Class 21 contains 19928 members 
Mstep: Class 23 contains 10473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719724.000000 Penalty: 67921.164062
Iteration 214Q: 22 clusters Score -5.771972e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9578 members 
Mstep: Class 8 contains 1423 members 
Mstep: Class 9 contains 6343 members 
Mstep: Class 10 contains 19760 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 203481 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 44977 members 
Mstep: Class 15 contains 92957 members 
Mstep: Class 16 contains 25029 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1680 members 
Mstep: Class 19 contains 19660 members 
Mstep: Class 21 contains 19868 members 
Mstep: Class 23 contains 10467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719680.000000 Penalty: 67921.164062
Iteration 215Q: 22 clusters Score -5.771968e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9571 members 
Mstep: Class 8 contains 1423 members 
Mstep: Class 9 contains 6349 members 
Mstep: Class 10 contains 19751 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 203729 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 44729 members 
Mstep: Class 15 contains 92996 members 
Mstep: Class 16 contains 25033 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1680 members 
Mstep: Class 19 contains 19679 members 
Mstep: Class 21 contains 19815 members 
Mstep: Class 23 contains 10469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719672.000000 Penalty: 67921.164062
Iteration 216Q: 22 clusters Score -5.771967e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9565 members 
Mstep: Class 8 contains 1423 members 
Mstep: Class 9 contains 6353 members 
Mstep: Class 10 contains 19737 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 203940 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 44517 members 
Mstep: Class 15 contains 93037 members 
Mstep: Class 16 contains 25037 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1680 members 
Mstep: Class 19 contains 19699 members 
Mstep: Class 21 contains 19773 members 
Mstep: Class 23 contains 10465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719596.000000 Penalty: 67921.164062
Iteration 217Q: 22 clusters Score -5.77196e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9556 members 
Mstep: Class 8 contains 1423 members 
Mstep: Class 9 contains 6356 members 
Mstep: Class 10 contains 19722 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 204176 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 44319 members 
Mstep: Class 15 contains 93056 members 
Mstep: Class 16 contains 25038 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1680 members 
Mstep: Class 19 contains 19708 members 
Mstep: Class 21 contains 19727 members 
Mstep: Class 23 contains 10464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719548.000000 Penalty: 67921.164062
Iteration 218Q: 22 clusters Score -5.771955e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9543 members 
Mstep: Class 8 contains 1421 members 
Mstep: Class 9 contains 6356 members 
Mstep: Class 10 contains 19703 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 204394 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 44148 members 
Mstep: Class 15 contains 93083 members 
Mstep: Class 16 contains 25036 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1680 members 
Mstep: Class 19 contains 19716 members 
Mstep: Class 21 contains 19676 members 
Mstep: Class 23 contains 10465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719560.000000 Penalty: 67921.164062
Iteration 219Q: 22 clusters Score -5.771956e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9532 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6357 members 
Mstep: Class 10 contains 19701 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 204583 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 43989 members 
Mstep: Class 15 contains 93107 members 
Mstep: Class 16 contains 25041 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1680 members 
Mstep: Class 19 contains 19726 members 
Mstep: Class 21 contains 19618 members 
Mstep: Class 23 contains 10464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719504.000000 Penalty: 67921.164062
Iteration 220F: 22 clusters Score -5.77195e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9525 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6363 members 
Mstep: Class 10 contains 19691 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 204764 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 43840 members 
Mstep: Class 15 contains 93129 members 
Mstep: Class 16 contains 25035 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 19728 members 
Mstep: Class 21 contains 19572 members 
Mstep: Class 23 contains 10468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719348.000000 Penalty: 67921.164062
Iteration 221Q: 22 clusters Score -5.771935e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9517 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6370 members 
Mstep: Class 10 contains 19692 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 204905 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 43704 members 
Mstep: Class 15 contains 93147 members 
Mstep: Class 16 contains 25034 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1680 members 
Mstep: Class 19 contains 19735 members 
Mstep: Class 21 contains 19544 members 
Mstep: Class 23 contains 10469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719276.000000 Penalty: 67921.164062
Iteration 222Q: 22 clusters Score -5.771928e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9503 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6370 members 
Mstep: Class 10 contains 19689 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 205061 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 43562 members 
Mstep: Class 15 contains 93173 members 
Mstep: Class 16 contains 25031 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1679 members 
Mstep: Class 19 contains 19744 members 
Mstep: Class 21 contains 19519 members 
Mstep: Class 23 contains 10468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719180.000000 Penalty: 67921.164062
Iteration 223Q: 22 clusters Score -5.771918e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9506 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6373 members 
Mstep: Class 10 contains 19686 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 205152 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 43439 members 
Mstep: Class 15 contains 93208 members 
Mstep: Class 16 contains 25031 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1680 members 
Mstep: Class 19 contains 19754 members 
Mstep: Class 21 contains 19504 members 
Mstep: Class 23 contains 10467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719136.000000 Penalty: 67921.164062
Iteration 224Q: 22 clusters Score -5.771914e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9508 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6381 members 
Mstep: Class 10 contains 19685 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 205232 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 43327 members 
Mstep: Class 15 contains 93239 members 
Mstep: Class 16 contains 25030 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 19757 members 
Mstep: Class 21 contains 19490 members 
Mstep: Class 23 contains 10470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719072.000000 Penalty: 67921.164062
Iteration 225Q: 22 clusters Score -5.771907e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9511 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6387 members 
Mstep: Class 10 contains 19682 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 205342 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 43204 members 
Mstep: Class 15 contains 93258 members 
Mstep: Class 16 contains 25027 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 19760 members 
Mstep: Class 21 contains 19479 members 
Mstep: Class 23 contains 10469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719052.000000 Penalty: 67921.164062
Iteration 226Q: 22 clusters Score -5.771905e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9509 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6391 members 
Mstep: Class 10 contains 19684 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 205450 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 43096 members 
Mstep: Class 15 contains 93260 members 
Mstep: Class 16 contains 25030 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1680 members 
Mstep: Class 19 contains 19761 members 
Mstep: Class 21 contains 19468 members 
Mstep: Class 23 contains 10471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719012.000000 Penalty: 67921.164062
Iteration 227Q: 22 clusters Score -5.771901e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9505 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6394 members 
Mstep: Class 10 contains 19691 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 205548 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 42984 members 
Mstep: Class 15 contains 93262 members 
Mstep: Class 16 contains 25036 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1680 members 
Mstep: Class 19 contains 19764 members 
Mstep: Class 21 contains 19464 members 
Mstep: Class 23 contains 10472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719048.000000 Penalty: 67921.164062
Iteration 228Q: 22 clusters Score -5.771905e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9508 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6394 members 
Mstep: Class 10 contains 19693 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 205624 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 42882 members 
Mstep: Class 15 contains 93266 members 
Mstep: Class 16 contains 25046 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1680 members 
Mstep: Class 19 contains 19772 members 
Mstep: Class 21 contains 19461 members 
Mstep: Class 23 contains 10474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719008.000000 Penalty: 67921.164062
Iteration 229Q: 22 clusters Score -5.771901e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9508 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6394 members 
Mstep: Class 10 contains 19692 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 205677 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 42821 members 
Mstep: Class 15 contains 93275 members 
Mstep: Class 16 contains 25043 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1680 members 
Mstep: Class 19 contains 19780 members 
Mstep: Class 21 contains 19456 members 
Mstep: Class 23 contains 10474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718972.000000 Penalty: 67921.164062
Iteration 230Q: 22 clusters Score -5.771897e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9509 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6391 members 
Mstep: Class 10 contains 19694 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 205741 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 42756 members 
Mstep: Class 15 contains 93280 members 
Mstep: Class 16 contains 25041 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1680 members 
Mstep: Class 19 contains 19784 members 
Mstep: Class 21 contains 19449 members 
Mstep: Class 23 contains 10475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718920.000000 Penalty: 67921.164062
Iteration 231Q: 22 clusters Score -5.771892e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9509 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6397 members 
Mstep: Class 10 contains 19694 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 205796 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 42703 members 
Mstep: Class 15 contains 93283 members 
Mstep: Class 16 contains 25037 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1680 members 
Mstep: Class 19 contains 19790 members 
Mstep: Class 21 contains 19439 members 
Mstep: Class 23 contains 10472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718892.000000 Penalty: 67921.164062
Iteration 232Q: 22 clusters Score -5.771889e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9509 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6398 members 
Mstep: Class 10 contains 19694 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 205854 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 42639 members 
Mstep: Class 15 contains 93288 members 
Mstep: Class 16 contains 25036 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1680 members 
Mstep: Class 19 contains 19797 members 
Mstep: Class 21 contains 19436 members 
Mstep: Class 23 contains 10469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718844.000000 Penalty: 67921.164062
Iteration 233Q: 22 clusters Score -5.771884e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9509 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6397 members 
Mstep: Class 10 contains 19691 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 205919 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 42580 members 
Mstep: Class 15 contains 93285 members 
Mstep: Class 16 contains 25035 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1680 members 
Mstep: Class 19 contains 19799 members 
Mstep: Class 21 contains 19433 members 
Mstep: Class 23 contains 10472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718792.000000 Penalty: 67921.164062
Iteration 234Q: 22 clusters Score -5.771879e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9509 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6397 members 
Mstep: Class 10 contains 19695 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 205967 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 42523 members 
Mstep: Class 15 contains 93286 members 
Mstep: Class 16 contains 25035 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1680 members 
Mstep: Class 19 contains 19804 members 
Mstep: Class 21 contains 19429 members 
Mstep: Class 23 contains 10475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718772.000000 Penalty: 67921.164062
Iteration 235Q: 22 clusters Score -5.771877e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9510 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6397 members 
Mstep: Class 10 contains 19693 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 206014 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 42477 members 
Mstep: Class 15 contains 93290 members 
Mstep: Class 16 contains 25035 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1680 members 
Mstep: Class 19 contains 19807 members 
Mstep: Class 21 contains 19422 members 
Mstep: Class 23 contains 10475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718708.000000 Penalty: 67921.164062
Iteration 236Q: 22 clusters Score -5.771871e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9514 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6398 members 
Mstep: Class 10 contains 19693 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 206059 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 42422 members 
Mstep: Class 15 contains 93288 members 
Mstep: Class 16 contains 25039 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1680 members 
Mstep: Class 19 contains 19817 members 
Mstep: Class 21 contains 19415 members 
Mstep: Class 23 contains 10475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718768.000000 Penalty: 67921.164062
Iteration 237Q: 22 clusters Score -5.771877e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9516 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 19694 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 206108 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 42369 members 
Mstep: Class 15 contains 93294 members 
Mstep: Class 16 contains 25043 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1679 members 
Mstep: Class 19 contains 19821 members 
Mstep: Class 21 contains 19405 members 
Mstep: Class 23 contains 10472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718728.000000 Penalty: 67921.164062
Iteration 238Q: 22 clusters Score -5.771873e+07 nChanged 124
Entering ConstructFrom: 
Score: -57718728.000000 Penalty: 67921.164062
Entering ConstructFrom: 
Trying to split cluster 1 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -48901.730469 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -48901.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -47470.210938 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -47470.21 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -47620.996094 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -47621 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -47685.023438 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -47685.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -47701.578125 Penalty: 2997.145996
	Iteration 3Q: 3 clusters Score -47701.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -47706.308594 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -47706.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -47709.121094 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -47709.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47711.679688 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -47711.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47711.679688 Penalty: 2997.145996
	Iteration 7F: 3 clusters Score -47711.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -59214.046875 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -59214.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -57660.820312 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -57660.82 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -57912.812500 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -57912.81 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -58012.683594 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -58012.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -58029.898438 Penalty: 3115.076416
	Iteration 3Q: 3 clusters Score -58029.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -58034.246094 Penalty: 3115.076416
	Iteration 4Q: 3 clusters Score -58034.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -58034.246094 Penalty: 3115.076416
	Iteration 5F: 3 clusters Score -58034.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Entering Unmasked Estep 
Score: -69079.179688 Penalty: 1611.200195
	Iteration 0F: 2 clusters Score -69079.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -67398.671875 Penalty: 3222.400391
	Iteration 0F: 3 clusters Score -67398.67 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -67724.140625 Penalty: 3222.400391
	Iteration 1F: 3 clusters Score -67724.14 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -67880.421875 Penalty: 3222.400391
	Iteration 2F: 3 clusters Score -67880.42 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -67968.507812 Penalty: 3222.400391
	Iteration 3Q: 3 clusters Score -67968.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -68023.125000 Penalty: 3222.400391
	Iteration 4Q: 3 clusters Score -68023.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -68066.828125 Penalty: 3222.400391
	Iteration 5Q: 3 clusters Score -68066.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -68093.195312 Penalty: 3222.400391
	Iteration 6Q: 3 clusters Score -68093.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -68115.859375 Penalty: 3222.400391
	Iteration 7Q: 3 clusters Score -68115.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -68155.882812 Penalty: 3222.400391
	Iteration 8Q: 3 clusters Score -68155.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -68222.132812 Penalty: 3222.400391
	Iteration 9Q: 3 clusters Score -68222.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -68282.117188 Penalty: 3222.400391
	Iteration 10Q: 3 clusters Score -68282.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -68330.453125 Penalty: 3222.400391
	Iteration 11Q: 3 clusters Score -68330.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -68399.718750 Penalty: 3222.400391
	Iteration 12Q: 3 clusters Score -68399.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -68455.500000 Penalty: 3222.400391
	Iteration 13Q: 3 clusters Score -68455.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -68515.804688 Penalty: 3222.400391
	Iteration 14Q: 3 clusters Score -68515.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -68559.515625 Penalty: 3222.400391
	Iteration 15Q: 3 clusters Score -68559.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -68600.937500 Penalty: 3222.400391
	Iteration 16Q: 3 clusters Score -68600.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -68686.421875 Penalty: 3222.400391
	Iteration 17Q: 3 clusters Score -68686.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -68771.007812 Penalty: 3222.400391
	Iteration 18Q: 3 clusters Score -68771.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -68838.671875 Penalty: 3222.400391
	Iteration 19Q: 3 clusters Score -68838.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -68901.851562 Penalty: 3222.400391
	Iteration 20F: 3 clusters Score -68901.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -68928.054688 Penalty: 3222.400391
	Iteration 21Q: 3 clusters Score -68928.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -68950.140625 Penalty: 3222.400391
	Iteration 22Q: 3 clusters Score -68950.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -68954.429688 Penalty: 3222.400391
	Iteration 23Q: 3 clusters Score -68954.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -68954.429688 Penalty: 3222.400391
	Iteration 24F: 3 clusters Score -68954.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Entering Unmasked Estep 
Score: -161256.765625 Penalty: 1775.504395
	Iteration 0F: 2 clusters Score -161256.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -159097.484375 Penalty: 3551.008789
	Iteration 0F: 3 clusters Score -159097.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -159413.015625 Penalty: 3551.008789
	Iteration 1F: 3 clusters Score -159413 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -159511.906250 Penalty: 3551.008789
	Iteration 2F: 3 clusters Score -159511.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -159569.484375 Penalty: 3551.008789
	Iteration 3Q: 3 clusters Score -159569.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -159596.000000 Penalty: 3551.008789
	Iteration 4Q: 3 clusters Score -159596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -159615.031250 Penalty: 3551.008789
	Iteration 5Q: 3 clusters Score -159615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -159626.890625 Penalty: 3551.008789
	Iteration 6Q: 3 clusters Score -159626.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -159636.718750 Penalty: 3551.008789
	Iteration 7Q: 3 clusters Score -159636.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -159643.437500 Penalty: 3551.008789
	Iteration 8Q: 3 clusters Score -159643.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -159649.203125 Penalty: 3551.008789
	Iteration 9Q: 3 clusters Score -159649.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -159650.687500 Penalty: 3551.008789
	Iteration 10Q: 3 clusters Score -159650.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -159654.984375 Penalty: 3551.008789
	Iteration 11Q: 3 clusters Score -159655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -159658.187500 Penalty: 3551.008789
	Iteration 12Q: 3 clusters Score -159658.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -159661.312500 Penalty: 3551.008789
	Iteration 13Q: 3 clusters Score -159661.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -159662.109375 Penalty: 3551.008789
	Iteration 14Q: 3 clusters Score -159662.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -159662.109375 Penalty: 3551.008789
	Iteration 15F: 3 clusters Score -159662.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -78137.656250 Penalty: 1599.324585
	Iteration 0F: 2 clusters Score -78137.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -76456.585938 Penalty: 3198.649170
	Iteration 0F: 3 clusters Score -76456.59 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -76613.921875 Penalty: 3198.649170
	Iteration 1F: 3 clusters Score -76613.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -76655.304688 Penalty: 3198.649170
	Iteration 2Q: 3 clusters Score -76655.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -76680.984375 Penalty: 3198.649170
	Iteration 3Q: 3 clusters Score -76680.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -76695.156250 Penalty: 3198.649170
	Iteration 4Q: 3 clusters Score -76695.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -76704.835938 Penalty: 3198.649170
	Iteration 5Q: 3 clusters Score -76704.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -76709.789062 Penalty: 3198.649170
	Iteration 6Q: 3 clusters Score -76709.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -76714.476562 Penalty: 3198.649170
	Iteration 7Q: 3 clusters Score -76714.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -76718.781250 Penalty: 3198.649170
	Iteration 8Q: 3 clusters Score -76718.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -76720.812500 Penalty: 3198.649170
	Iteration 9Q: 3 clusters Score -76720.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -76725.195312 Penalty: 3198.649170
	Iteration 10Q: 3 clusters Score -76725.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -76728.023438 Penalty: 3198.649170
	Iteration 11Q: 3 clusters Score -76728.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -76731.484375 Penalty: 3198.649170
	Iteration 12Q: 3 clusters Score -76731.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -76738.921875 Penalty: 3198.649170
	Iteration 13Q: 3 clusters Score -76738.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -76744.109375 Penalty: 3198.649170
	Iteration 14Q: 3 clusters Score -76744.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -76744.109375 Penalty: 3198.649170
	Iteration 15F: 3 clusters Score -76744.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -45203.906250 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -45203.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43832.636719 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -43832.64 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -44011.812500 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -44011.81 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -44105.304688 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -44105.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -44179.019531 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -44179.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -44237.832031 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -44237.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44269.886719 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -44269.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44292.097656 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -44292.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -44315.855469 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -44315.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -44340.250000 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -44340.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -44355.925781 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -44355.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -44385.917969 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -44385.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -44423.113281 Penalty: 2993.598877
	Iteration 11Q: 3 clusters Score -44423.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -44440.250000 Penalty: 2993.598877
	Iteration 12Q: 3 clusters Score -44440.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -44475.457031 Penalty: 2993.598877
	Iteration 13Q: 3 clusters Score -44475.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -44499.472656 Penalty: 2993.598877
	Iteration 14Q: 3 clusters Score -44499.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -44518.832031 Penalty: 2993.598877
	Iteration 15Q: 3 clusters Score -44518.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -44573.425781 Penalty: 2993.598877
	Iteration 16Q: 3 clusters Score -44573.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -44622.789062 Penalty: 2993.598877
	Iteration 17Q: 3 clusters Score -44622.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -44683.835938 Penalty: 2993.598877
	Iteration 18Q: 3 clusters Score -44683.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -44727.085938 Penalty: 2993.598877
	Iteration 19Q: 3 clusters Score -44727.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -44794.328125 Penalty: 2993.598877
	Iteration 20F: 3 clusters Score -44794.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -44900.511719 Penalty: 2993.598877
	Iteration 21Q: 3 clusters Score -44900.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -45012.941406 Penalty: 2993.598877
	Iteration 22Q: 3 clusters Score -45012.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -45031.933594 Penalty: 2993.598877
	Iteration 23Q: 3 clusters Score -45031.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -45038.160156 Penalty: 2993.598877
	Iteration 24Q: 3 clusters Score -45038.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -45041.632812 Penalty: 2993.598877
	Iteration 25Q: 3 clusters Score -45041.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -45051.738281 Penalty: 2993.598877
	Iteration 26Q: 3 clusters Score -45051.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -45080.863281 Penalty: 2993.598877
	Iteration 27F: 3 clusters Score -45080.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -45206.496094 Penalty: 2993.598877
	Iteration 28Q: 3 clusters Score -45206.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -45215.605469 Penalty: 2993.598877
	Iteration 29Q: 3 clusters Score -45215.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -45219.191406 Penalty: 2993.598877
	Iteration 30Q: 3 clusters Score -45219.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -45219.191406 Penalty: 2993.598877
	Iteration 31F: 3 clusters Score -45219.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 88 members 
Mstep: Class 7 contains 9518 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 19690 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 206154 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 42336 members 
Mstep: Class 15 contains 93297 members 
Mstep: Class 16 contains 25042 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1678 members 
Mstep: Class 19 contains 19826 members 
Mstep: Class 20 contains 330 members 
Mstep: Class 21 contains 19390 members 
Mstep: Class 23 contains 10470 members 
Entering Unmasked Estep 
Score: -57717000.000000 Penalty: 71155.500000
Splitting cluster 6 changes total score from -57718728.000000 to -57717000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (9518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Entering Unmasked Estep 
Score: -1230741.375000 Penalty: 2271.913086
	Iteration 0F: 2 clusters Score -1230741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1223388.875000 Penalty: 4543.826172
	Iteration 0F: 3 clusters Score -1223389 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1225428.125000 Penalty: 4543.826172
	Iteration 1F: 3 clusters Score -1225428 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1225737.000000 Penalty: 4543.826172
	Iteration 2F: 3 clusters Score -1225737 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1225965.500000 Penalty: 4543.826172
	Iteration 3F: 3 clusters Score -1225966 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1226132.500000 Penalty: 4543.826172
	Iteration 4Q: 3 clusters Score -1226132 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1226278.250000 Penalty: 4543.826172
	Iteration 5Q: 3 clusters Score -1226278 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1226389.500000 Penalty: 4543.826172
	Iteration 6Q: 3 clusters Score -1226390 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1226492.875000 Penalty: 4543.826172
	Iteration 7Q: 3 clusters Score -1226493 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1226593.750000 Penalty: 4543.826172
	Iteration 8Q: 3 clusters Score -1226594 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1226689.250000 Penalty: 4543.826172
	Iteration 9Q: 3 clusters Score -1226689 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1226785.625000 Penalty: 4543.826172
	Iteration 10Q: 3 clusters Score -1226786 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1226857.875000 Penalty: 4543.826172
	Iteration 11Q: 3 clusters Score -1226858 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1226943.000000 Penalty: 4543.826172
	Iteration 12Q: 3 clusters Score -1226943 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1227063.500000 Penalty: 4543.826172
	Iteration 13Q: 3 clusters Score -1227064 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1227210.625000 Penalty: 4543.826172
	Iteration 14Q: 3 clusters Score -1227211 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1227367.625000 Penalty: 4543.826172
	Iteration 15Q: 3 clusters Score -1227368 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1227556.750000 Penalty: 4543.826172
	Iteration 16Q: 3 clusters Score -1227557 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1227719.875000 Penalty: 4543.826172
	Iteration 17Q: 3 clusters Score -1227720 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1227850.250000 Penalty: 4543.826172
	Iteration 18Q: 3 clusters Score -1227850 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1227936.875000 Penalty: 4543.826172
	Iteration 19Q: 3 clusters Score -1227937 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1228000.375000 Penalty: 4543.826172
	Iteration 20F: 3 clusters Score -1228000 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1228046.500000 Penalty: 4543.826172
	Iteration 21Q: 3 clusters Score -1228046 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1228080.000000 Penalty: 4543.826172
	Iteration 22Q: 3 clusters Score -1228080 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1228111.750000 Penalty: 4543.826172
	Iteration 23Q: 3 clusters Score -1228112 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1228146.875000 Penalty: 4543.826172
	Iteration 24Q: 3 clusters Score -1228147 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1228166.625000 Penalty: 4543.826172
	Iteration 25Q: 3 clusters Score -1228167 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1228183.500000 Penalty: 4543.826172
	Iteration 26Q: 3 clusters Score -1228184 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1228194.250000 Penalty: 4543.826172
	Iteration 27Q: 3 clusters Score -1228194 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1228204.250000 Penalty: 4543.826172
	Iteration 28Q: 3 clusters Score -1228204 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1228216.125000 Penalty: 4543.826172
	Iteration 29Q: 3 clusters Score -1228216 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1228223.625000 Penalty: 4543.826172
	Iteration 30Q: 3 clusters Score -1228224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1228228.875000 Penalty: 4543.826172
	Iteration 31Q: 3 clusters Score -1228229 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1228242.250000 Penalty: 4543.826172
	Iteration 32Q: 3 clusters Score -1228242 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1228256.750000 Penalty: 4543.826172
	Iteration 33Q: 3 clusters Score -1228257 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1228270.625000 Penalty: 4543.826172
	Iteration 34Q: 3 clusters Score -1228271 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1228282.625000 Penalty: 4543.826172
	Iteration 35Q: 3 clusters Score -1228283 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1228299.125000 Penalty: 4543.826172
	Iteration 36Q: 3 clusters Score -1228299 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1228313.250000 Penalty: 4543.826172
	Iteration 37Q: 3 clusters Score -1228313 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1228322.375000 Penalty: 4543.826172
	Iteration 38Q: 3 clusters Score -1228322 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1228330.500000 Penalty: 4543.826172
	Iteration 39Q: 3 clusters Score -1228330 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1228340.500000 Penalty: 4543.826172
	Iteration 40F: 3 clusters Score -1228340 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1228354.375000 Penalty: 4543.826172
	Iteration 41Q: 3 clusters Score -1228354 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1228369.000000 Penalty: 4543.826172
	Iteration 42Q: 3 clusters Score -1228369 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1228375.625000 Penalty: 4543.826172
	Iteration 43Q: 3 clusters Score -1228376 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1228385.375000 Penalty: 4543.826172
	Iteration 44Q: 3 clusters Score -1228385 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1228399.375000 Penalty: 4543.826172
	Iteration 45Q: 3 clusters Score -1228399 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1228416.125000 Penalty: 4543.826172
	Iteration 46Q: 3 clusters Score -1228416 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1228429.625000 Penalty: 4543.826172
	Iteration 47Q: 3 clusters Score -1228430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1228433.250000 Penalty: 4543.826172
	Iteration 48Q: 3 clusters Score -1228433 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1228440.750000 Penalty: 4543.826172
	Iteration 49Q: 3 clusters Score -1228441 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1228448.375000 Penalty: 4543.826172
	Iteration 50Q: 3 clusters Score -1228448 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1228459.375000 Penalty: 4543.826172
	Iteration 51Q: 3 clusters Score -1228459 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1228473.125000 Penalty: 4543.826172
	Iteration 52Q: 3 clusters Score -1228473 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1228479.875000 Penalty: 4543.826172
	Iteration 53Q: 3 clusters Score -1228480 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1228493.125000 Penalty: 4543.826172
	Iteration 54Q: 3 clusters Score -1228493 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1228501.250000 Penalty: 4543.826172
	Iteration 55Q: 3 clusters Score -1228501 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1228511.750000 Penalty: 4543.826172
	Iteration 56Q: 3 clusters Score -1228512 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1228520.125000 Penalty: 4543.826172
	Iteration 57Q: 3 clusters Score -1228520 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1228526.750000 Penalty: 4543.826172
	Iteration 58Q: 3 clusters Score -1228527 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1228534.750000 Penalty: 4543.826172
	Iteration 59Q: 3 clusters Score -1228535 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1228538.750000 Penalty: 4543.826172
	Iteration 60F: 3 clusters Score -1228539 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1228546.750000 Penalty: 4543.826172
	Iteration 61Q: 3 clusters Score -1228547 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1228548.250000 Penalty: 4543.826172
	Iteration 62Q: 3 clusters Score -1228548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1228554.500000 Penalty: 4543.826172
	Iteration 63Q: 3 clusters Score -1228554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1228555.500000 Penalty: 4543.826172
	Iteration 64Q: 3 clusters Score -1228556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1228555.875000 Penalty: 4543.826172
	Iteration 65Q: 3 clusters Score -1228556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1228559.625000 Penalty: 4543.826172
	Iteration 66Q: 3 clusters Score -1228560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1228558.750000 Penalty: 4543.826172
	Iteration 67Q: 3 clusters Score -1228559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1228564.375000 Penalty: 4543.826172
	Iteration 68Q: 3 clusters Score -1228564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1228567.250000 Penalty: 4543.826172
	Iteration 69Q: 3 clusters Score -1228567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1228568.375000 Penalty: 4543.826172
	Iteration 70Q: 3 clusters Score -1228568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1228572.375000 Penalty: 4543.826172
	Iteration 71Q: 3 clusters Score -1228572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1228573.375000 Penalty: 4543.826172
	Iteration 72Q: 3 clusters Score -1228573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1228576.500000 Penalty: 4543.826172
	Iteration 73Q: 3 clusters Score -1228576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1228578.250000 Penalty: 4543.826172
	Iteration 74Q: 3 clusters Score -1228578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1228578.375000 Penalty: 4543.826172
	Iteration 75Q: 3 clusters Score -1228578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1228579.750000 Penalty: 4543.826172
	Iteration 76Q: 3 clusters Score -1228580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1228580.250000 Penalty: 4543.826172
	Iteration 77Q: 3 clusters Score -1228580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1228584.000000 Penalty: 4543.826172
	Iteration 78Q: 3 clusters Score -1228584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1228583.250000 Penalty: 4543.826172
	Iteration 79Q: 3 clusters Score -1228583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1228584.750000 Penalty: 4543.826172
	Iteration 80F: 3 clusters Score -1228585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1228585.625000 Penalty: 4543.826172
	Iteration 81Q: 3 clusters Score -1228586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1228585.500000 Penalty: 4543.826172
	Iteration 82Q: 3 clusters Score -1228586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1228587.125000 Penalty: 4543.826172
	Iteration 83Q: 3 clusters Score -1228587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1228586.000000 Penalty: 4543.826172
	Iteration 84Q: 3 clusters Score -1228586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1228587.875000 Penalty: 4543.826172
	Iteration 85Q: 3 clusters Score -1228588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1228587.500000 Penalty: 4543.826172
	Iteration 86Q: 3 clusters Score -1228588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1228588.875000 Penalty: 4543.826172
	Iteration 87Q: 3 clusters Score -1228589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1228590.125000 Penalty: 4543.826172
	Iteration 88Q: 3 clusters Score -1228590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1228589.500000 Penalty: 4543.826172
	Iteration 89Q: 3 clusters Score -1228590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1228589.500000 Penalty: 4543.826172
	Iteration 90F: 3 clusters Score -1228590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Entering Unmasked Estep 
Score: -178625.265625 Penalty: 1800.086304
	Iteration 0F: 2 clusters Score -178625.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -176404.265625 Penalty: 3600.172607
	Iteration 0F: 3 clusters Score -176404.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -176793.437500 Penalty: 3600.172607
	Iteration 1F: 3 clusters Score -176793.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -176923.453125 Penalty: 3600.172607
	Iteration 2F: 3 clusters Score -176923.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -177007.921875 Penalty: 3600.172607
	Iteration 3Q: 3 clusters Score -177007.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -177074.609375 Penalty: 3600.172607
	Iteration 4Q: 3 clusters Score -177074.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -177144.671875 Penalty: 3600.172607
	Iteration 5Q: 3 clusters Score -177144.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -177182.796875 Penalty: 3600.172607
	Iteration 6Q: 3 clusters Score -177182.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -177221.156250 Penalty: 3600.172607
	Iteration 7Q: 3 clusters Score -177221.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -177253.171875 Penalty: 3600.172607
	Iteration 8Q: 3 clusters Score -177253.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -177275.953125 Penalty: 3600.172607
	Iteration 9Q: 3 clusters Score -177276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -177295.484375 Penalty: 3600.172607
	Iteration 10Q: 3 clusters Score -177295.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -177308.687500 Penalty: 3600.172607
	Iteration 11Q: 3 clusters Score -177308.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -177317.796875 Penalty: 3600.172607
	Iteration 12Q: 3 clusters Score -177317.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -177326.843750 Penalty: 3600.172607
	Iteration 13Q: 3 clusters Score -177326.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -177340.781250 Penalty: 3600.172607
	Iteration 14Q: 3 clusters Score -177340.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -177347.703125 Penalty: 3600.172607
	Iteration 15Q: 3 clusters Score -177347.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -177354.593750 Penalty: 3600.172607
	Iteration 16Q: 3 clusters Score -177354.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -177360.937500 Penalty: 3600.172607
	Iteration 17Q: 3 clusters Score -177360.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -177364.984375 Penalty: 3600.172607
	Iteration 18Q: 3 clusters Score -177365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -177368.531250 Penalty: 3600.172607
	Iteration 19Q: 3 clusters Score -177368.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -177371.812500 Penalty: 3600.172607
	Iteration 20F: 3 clusters Score -177371.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -177374.375000 Penalty: 3600.172607
	Iteration 21Q: 3 clusters Score -177374.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -177374.375000 Penalty: 3600.172607
	Iteration 22F: 3 clusters Score -177374.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Entering Unmasked Estep 
Score: -816242.875000 Penalty: 2173.446533
	Iteration 0F: 2 clusters Score -816242.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -810816.062500 Penalty: 4346.893066
	Iteration 0F: 3 clusters Score -810816.1 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -812154.062500 Penalty: 4346.893066
	Iteration 1F: 3 clusters Score -812154.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -812389.437500 Penalty: 4346.893066
	Iteration 2F: 3 clusters Score -812389.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -812524.625000 Penalty: 4346.893066
	Iteration 3Q: 3 clusters Score -812524.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -812610.562500 Penalty: 4346.893066
	Iteration 4Q: 3 clusters Score -812610.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -812673.250000 Penalty: 4346.893066
	Iteration 5Q: 3 clusters Score -812673.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -812726.687500 Penalty: 4346.893066
	Iteration 6Q: 3 clusters Score -812726.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -812765.437500 Penalty: 4346.893066
	Iteration 7Q: 3 clusters Score -812765.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -812789.500000 Penalty: 4346.893066
	Iteration 8Q: 3 clusters Score -812789.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -812808.500000 Penalty: 4346.893066
	Iteration 9Q: 3 clusters Score -812808.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -812831.500000 Penalty: 4346.893066
	Iteration 10Q: 3 clusters Score -812831.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -812845.125000 Penalty: 4346.893066
	Iteration 11Q: 3 clusters Score -812845.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -812856.187500 Penalty: 4346.893066
	Iteration 12Q: 3 clusters Score -812856.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -812872.500000 Penalty: 4346.893066
	Iteration 13Q: 3 clusters Score -812872.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -812888.937500 Penalty: 4346.893066
	Iteration 14Q: 3 clusters Score -812888.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -812906.500000 Penalty: 4346.893066
	Iteration 15Q: 3 clusters Score -812906.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -812926.312500 Penalty: 4346.893066
	Iteration 16Q: 3 clusters Score -812926.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -812943.312500 Penalty: 4346.893066
	Iteration 17Q: 3 clusters Score -812943.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -812965.812500 Penalty: 4346.893066
	Iteration 18Q: 3 clusters Score -812965.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -812999.125000 Penalty: 4346.893066
	Iteration 19Q: 3 clusters Score -812999.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -813029.875000 Penalty: 4346.893066
	Iteration 20F: 3 clusters Score -813029.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -813069.687500 Penalty: 4346.893066
	Iteration 21Q: 3 clusters Score -813069.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -813106.500000 Penalty: 4346.893066
	Iteration 22Q: 3 clusters Score -813106.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -813151.500000 Penalty: 4346.893066
	Iteration 23Q: 3 clusters Score -813151.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -813194.750000 Penalty: 4346.893066
	Iteration 24Q: 3 clusters Score -813194.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -813238.062500 Penalty: 4346.893066
	Iteration 25Q: 3 clusters Score -813238.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -813285.937500 Penalty: 4346.893066
	Iteration 26Q: 3 clusters Score -813285.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -813342.187500 Penalty: 4346.893066
	Iteration 27Q: 3 clusters Score -813342.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -813405.812500 Penalty: 4346.893066
	Iteration 28Q: 3 clusters Score -813405.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -813463.312500 Penalty: 4346.893066
	Iteration 29Q: 3 clusters Score -813463.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -813533.062500 Penalty: 4346.893066
	Iteration 30Q: 3 clusters Score -813533.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -813603.875000 Penalty: 4346.893066
	Iteration 31Q: 3 clusters Score -813603.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -813668.812500 Penalty: 4346.893066
	Iteration 32Q: 3 clusters Score -813668.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -813729.500000 Penalty: 4346.893066
	Iteration 33Q: 3 clusters Score -813729.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -813813.062500 Penalty: 4346.893066
	Iteration 34Q: 3 clusters Score -813813.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -813905.125000 Penalty: 4346.893066
	Iteration 35Q: 3 clusters Score -813905.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -814002.750000 Penalty: 4346.893066
	Iteration 36Q: 3 clusters Score -814002.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -814073.500000 Penalty: 4346.893066
	Iteration 37Q: 3 clusters Score -814073.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -814130.687500 Penalty: 4346.893066
	Iteration 38Q: 3 clusters Score -814130.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -814169.000000 Penalty: 4346.893066
	Iteration 39Q: 3 clusters Score -814169 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -814208.875000 Penalty: 4346.893066
	Iteration 40F: 3 clusters Score -814208.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -814241.812500 Penalty: 4346.893066
	Iteration 41Q: 3 clusters Score -814241.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -814268.625000 Penalty: 4346.893066
	Iteration 42Q: 3 clusters Score -814268.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -814288.187500 Penalty: 4346.893066
	Iteration 43Q: 3 clusters Score -814288.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -814302.000000 Penalty: 4346.893066
	Iteration 44Q: 3 clusters Score -814302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -814315.750000 Penalty: 4346.893066
	Iteration 45Q: 3 clusters Score -814315.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -814328.562500 Penalty: 4346.893066
	Iteration 46Q: 3 clusters Score -814328.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -814341.312500 Penalty: 4346.893066
	Iteration 47Q: 3 clusters Score -814341.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -814356.250000 Penalty: 4346.893066
	Iteration 48Q: 3 clusters Score -814356.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -814360.312500 Penalty: 4346.893066
	Iteration 49Q: 3 clusters Score -814360.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -814363.500000 Penalty: 4346.893066
	Iteration 50Q: 3 clusters Score -814363.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -814362.750000 Penalty: 4346.893066
	Iteration 51Q: 3 clusters Score -814362.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -814366.062500 Penalty: 4346.893066
	Iteration 52Q: 3 clusters Score -814366.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -814366.312500 Penalty: 4346.893066
	Iteration 53Q: 3 clusters Score -814366.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -814367.500000 Penalty: 4346.893066
	Iteration 54Q: 3 clusters Score -814367.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -814370.437500 Penalty: 4346.893066
	Iteration 55Q: 3 clusters Score -814370.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -814373.750000 Penalty: 4346.893066
	Iteration 56Q: 3 clusters Score -814373.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -814376.062500 Penalty: 4346.893066
	Iteration 57Q: 3 clusters Score -814376.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -814376.000000 Penalty: 4346.893066
	Iteration 58Q: 3 clusters Score -814376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -814376.562500 Penalty: 4346.893066
	Iteration 59Q: 3 clusters Score -814376.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -814376.562500 Penalty: 4346.893066
	Iteration 60F: 3 clusters Score -814376.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Entering Unmasked Estep 
Score: -2552282.750000 Penalty: 2452.190674
	Iteration 0F: 2 clusters Score -2552283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2538407.250000 Penalty: 4904.381348
	Iteration 0F: 3 clusters Score -2538407 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -2542947.000000 Penalty: 4904.381348
	Iteration 1F: 3 clusters Score -2542947 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -2543318.750000 Penalty: 4904.381348
	Iteration 2F: 3 clusters Score -2543319 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2543616.000000 Penalty: 4904.381348
	Iteration 3Q: 3 clusters Score -2543616 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -2543872.500000 Penalty: 4904.381348
	Iteration 4Q: 3 clusters Score -2543872 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -2544161.000000 Penalty: 4904.381348
	Iteration 5Q: 3 clusters Score -2544161 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2544464.000000 Penalty: 4904.381348
	Iteration 6Q: 3 clusters Score -2544464 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -2544795.000000 Penalty: 4904.381348
	Iteration 7Q: 3 clusters Score -2544795 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -2545164.000000 Penalty: 4904.381348
	Iteration 8Q: 3 clusters Score -2545164 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -2545685.000000 Penalty: 4904.381348
	Iteration 9Q: 3 clusters Score -2545685 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -2546309.000000 Penalty: 4904.381348
	Iteration 10F: 3 clusters Score -2546309 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -2547030.250000 Penalty: 4904.381348
	Iteration 11F: 3 clusters Score -2547030 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -2547791.250000 Penalty: 4904.381348
	Iteration 12F: 3 clusters Score -2547791 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2548468.000000 Penalty: 4904.381348
	Iteration 13Q: 3 clusters Score -2548468 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2548989.750000 Penalty: 4904.381348
	Iteration 14Q: 3 clusters Score -2548990 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2549417.750000 Penalty: 4904.381348
	Iteration 15Q: 3 clusters Score -2549418 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2549699.500000 Penalty: 4904.381348
	Iteration 16Q: 3 clusters Score -2549700 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2549852.750000 Penalty: 4904.381348
	Iteration 17Q: 3 clusters Score -2549853 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2549956.750000 Penalty: 4904.381348
	Iteration 18Q: 3 clusters Score -2549957 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2550057.500000 Penalty: 4904.381348
	Iteration 19Q: 3 clusters Score -2550058 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2550116.750000 Penalty: 4904.381348
	Iteration 20F: 3 clusters Score -2550117 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2550156.000000 Penalty: 4904.381348
	Iteration 21Q: 3 clusters Score -2550156 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2550179.250000 Penalty: 4904.381348
	Iteration 22Q: 3 clusters Score -2550179 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2550188.000000 Penalty: 4904.381348
	Iteration 23Q: 3 clusters Score -2550188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2550197.250000 Penalty: 4904.381348
	Iteration 24Q: 3 clusters Score -2550197 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2550209.750000 Penalty: 4904.381348
	Iteration 25Q: 3 clusters Score -2550210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2550218.250000 Penalty: 4904.381348
	Iteration 26Q: 3 clusters Score -2550218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2550220.750000 Penalty: 4904.381348
	Iteration 27Q: 3 clusters Score -2550221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2550220.750000 Penalty: 4904.381348
	Iteration 28Q: 3 clusters Score -2550221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2550227.750000 Penalty: 4904.381348
	Iteration 29Q: 3 clusters Score -2550228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2550227.750000 Penalty: 4904.381348
	Iteration 30Q: 3 clusters Score -2550228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2550234.250000 Penalty: 4904.381348
	Iteration 31Q: 3 clusters Score -2550234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2550231.500000 Penalty: 4904.381348
	Iteration 32Q: 3 clusters Score -2550232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2550234.500000 Penalty: 4904.381348
	Iteration 33Q: 3 clusters Score -2550234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2550238.500000 Penalty: 4904.381348
	Iteration 34Q: 3 clusters Score -2550238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2550242.250000 Penalty: 4904.381348
	Iteration 35Q: 3 clusters Score -2550242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2550246.000000 Penalty: 4904.381348
	Iteration 36Q: 3 clusters Score -2550246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2550245.750000 Penalty: 4904.381348
	Iteration 37Q: 3 clusters Score -2550246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2550248.000000 Penalty: 4904.381348
	Iteration 38Q: 3 clusters Score -2550248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2550251.250000 Penalty: 4904.381348
	Iteration 39Q: 3 clusters Score -2550251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2550251.750000 Penalty: 4904.381348
	Iteration 40F: 3 clusters Score -2550252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2550252.000000 Penalty: 4904.381348
	Iteration 41Q: 3 clusters Score -2550252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2550252.500000 Penalty: 4904.381348
	Iteration 42Q: 3 clusters Score -2550252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2550252.500000 Penalty: 4904.381348
	Iteration 43F: 3 clusters Score -2550252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -28302.169922 Penalty: 1397.427734
	Iteration 0F: 2 clusters Score -28302.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27064.666016 Penalty: 2794.855469
	Iteration 0F: 3 clusters Score -27064.67 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27186.757812 Penalty: 2794.855469
	Iteration 1F: 3 clusters Score -27186.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -27254.115234 Penalty: 2794.855469
	Iteration 2Q: 3 clusters Score -27254.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27278.306641 Penalty: 2794.855469
	Iteration 3Q: 3 clusters Score -27278.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27313.826172 Penalty: 2794.855469
	Iteration 4Q: 3 clusters Score -27313.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27347.810547 Penalty: 2794.855469
	Iteration 5Q: 3 clusters Score -27347.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27401.261719 Penalty: 2794.855469
	Iteration 6Q: 3 clusters Score -27401.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27426.574219 Penalty: 2794.855469
	Iteration 7Q: 3 clusters Score -27426.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -27430.306641 Penalty: 2794.855469
	Iteration 8Q: 3 clusters Score -27430.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27433.341797 Penalty: 2794.855469
	Iteration 9Q: 3 clusters Score -27433.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27433.341797 Penalty: 2794.855469
	Iteration 10F: 3 clusters Score -27433.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (206154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206154 members 
Entering Unmasked Estep 
Score: -26044670.000000 Penalty: 3034.621826
	Iteration 0F: 2 clusters Score -2.604467e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103252 members 
Mstep: Class 2 contains 102902 members 
Entering Unmasked Estep 
Score: -25911302.000000 Penalty: 6069.243652
	Iteration 0F: 3 clusters Score -2.59113e+07 nChanged 99202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106662 members 
Mstep: Class 2 contains 99492 members 
Entering Unmasked Estep 
Score: -25968778.000000 Penalty: 6069.243652
	Iteration 1F: 3 clusters Score -2.596878e+07 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108561 members 
Mstep: Class 2 contains 97593 members 
Entering Unmasked Estep 
Score: -25970032.000000 Penalty: 6069.243652
	Iteration 2Q: 3 clusters Score -2.597003e+07 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111336 members 
Mstep: Class 2 contains 94818 members 
Entering Unmasked Estep 
Score: -25971638.000000 Penalty: 6069.243652
	Iteration 3Q: 3 clusters Score -2.597164e+07 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115641 members 
Mstep: Class 2 contains 90513 members 
Entering Unmasked Estep 
Score: -25973846.000000 Penalty: 6069.243652
	Iteration 4Q: 3 clusters Score -2.597385e+07 nChanged 8884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122203 members 
Mstep: Class 2 contains 83951 members 
Entering Unmasked Estep 
Score: -25977324.000000 Penalty: 6069.243652
	Iteration 5Q: 3 clusters Score -2.597732e+07 nChanged 11178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131951 members 
Mstep: Class 2 contains 74203 members 
Entering Unmasked Estep 
Score: -25983196.000000 Penalty: 6069.243652
	Iteration 6F: 3 clusters Score -2.59832e+07 nChanged 14152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145439 members 
Mstep: Class 2 contains 60715 members 
Entering Unmasked Estep 
Score: -25992770.000000 Penalty: 6069.243652
	Iteration 7F: 3 clusters Score -2.599277e+07 nChanged 16725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161936 members 
Mstep: Class 2 contains 44218 members 
Entering Unmasked Estep 
Score: -26006994.000000 Penalty: 6069.243652
	Iteration 8F: 3 clusters Score -2.600699e+07 nChanged 16210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178068 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -26022316.000000 Penalty: 6069.243652
	Iteration 9F: 3 clusters Score -2.602232e+07 nChanged 11725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189753 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -26033220.000000 Penalty: 6069.243652
	Iteration 10F: 3 clusters Score -2.603322e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196100 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -26038670.000000 Penalty: 6069.243652
	Iteration 11Q: 3 clusters Score -2.603867e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199262 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -26041172.000000 Penalty: 6069.243652
	Iteration 12Q: 3 clusters Score -2.604117e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200992 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -26042236.000000 Penalty: 6069.243652
	Iteration 13Q: 3 clusters Score -2.604224e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201957 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -26042790.000000 Penalty: 6069.243652
	Iteration 14Q: 3 clusters Score -2.604279e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202527 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -26043074.000000 Penalty: 6069.243652
	Iteration 15Q: 3 clusters Score -2.604307e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202896 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -26043154.000000 Penalty: 6069.243652
	Iteration 16Q: 3 clusters Score -2.604315e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203150 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -26043192.000000 Penalty: 6069.243652
	Iteration 17Q: 3 clusters Score -2.604319e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203339 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -26043202.000000 Penalty: 6069.243652
	Iteration 18Q: 3 clusters Score -2.60432e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203479 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -26043216.000000 Penalty: 6069.243652
	Iteration 19Q: 3 clusters Score -2.604322e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203570 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -26043236.000000 Penalty: 6069.243652
	Iteration 20F: 3 clusters Score -2.604324e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203644 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -26043238.000000 Penalty: 6069.243652
	Iteration 21Q: 3 clusters Score -2.604324e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203702 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -26043306.000000 Penalty: 6069.243652
	Iteration 22Q: 3 clusters Score -2.604331e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203737 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -26043290.000000 Penalty: 6069.243652
	Iteration 23Q: 3 clusters Score -2.604329e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203776 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -26043296.000000 Penalty: 6069.243652
	Iteration 24Q: 3 clusters Score -2.60433e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203814 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -26043314.000000 Penalty: 6069.243652
	Iteration 25Q: 3 clusters Score -2.604331e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203844 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -26043286.000000 Penalty: 6069.243652
	Iteration 26Q: 3 clusters Score -2.604329e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203866 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -26043290.000000 Penalty: 6069.243652
	Iteration 27Q: 3 clusters Score -2.604329e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203895 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -26043316.000000 Penalty: 6069.243652
	Iteration 28Q: 3 clusters Score -2.604332e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203914 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -26043306.000000 Penalty: 6069.243652
	Iteration 29Q: 3 clusters Score -2.604331e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203931 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -26043326.000000 Penalty: 6069.243652
	Iteration 30Q: 3 clusters Score -2.604333e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203942 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -26043318.000000 Penalty: 6069.243652
	Iteration 31Q: 3 clusters Score -2.604332e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203955 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -26043320.000000 Penalty: 6069.243652
	Iteration 32Q: 3 clusters Score -2.604332e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203960 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -26043326.000000 Penalty: 6069.243652
	Iteration 33Q: 3 clusters Score -2.604333e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203964 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -26043334.000000 Penalty: 6069.243652
	Iteration 34Q: 3 clusters Score -2.604333e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203966 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -26043316.000000 Penalty: 6069.243652
	Iteration 35Q: 3 clusters Score -2.604332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203972 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -26043316.000000 Penalty: 6069.243652
	Iteration 36Q: 3 clusters Score -2.604332e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203976 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -26043318.000000 Penalty: 6069.243652
	Iteration 37Q: 3 clusters Score -2.604332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203980 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -26043324.000000 Penalty: 6069.243652
	Iteration 38Q: 3 clusters Score -2.604332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203983 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -26043338.000000 Penalty: 6069.243652
	Iteration 39Q: 3 clusters Score -2.604334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203987 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -26043330.000000 Penalty: 6069.243652
	Iteration 40F: 3 clusters Score -2.604333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203992 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -26043318.000000 Penalty: 6069.243652
	Iteration 41Q: 3 clusters Score -2.604332e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203996 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -26043316.000000 Penalty: 6069.243652
	Iteration 42Q: 3 clusters Score -2.604332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203997 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -26043326.000000 Penalty: 6069.243652
	Iteration 43Q: 3 clusters Score -2.604333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203998 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -26043332.000000 Penalty: 6069.243652
	Iteration 44Q: 3 clusters Score -2.604333e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204006 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -26043316.000000 Penalty: 6069.243652
	Iteration 45Q: 3 clusters Score -2.604332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204010 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -26043320.000000 Penalty: 6069.243652
	Iteration 46Q: 3 clusters Score -2.604332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204014 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -26043318.000000 Penalty: 6069.243652
	Iteration 47Q: 3 clusters Score -2.604332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204016 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -26043298.000000 Penalty: 6069.243652
	Iteration 48Q: 3 clusters Score -2.60433e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204016 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -26043298.000000 Penalty: 6069.243652
	Iteration 49F: 3 clusters Score -2.60433e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -79269.164062 Penalty: 1631.654297
	Iteration 0F: 2 clusters Score -79269.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -77530.484375 Penalty: 3263.308594
	Iteration 0F: 3 clusters Score -77530.48 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -77735.023438 Penalty: 3263.308594
	Iteration 1F: 3 clusters Score -77735.02 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -77793.468750 Penalty: 3263.308594
	Iteration 2Q: 3 clusters Score -77793.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -77821.562500 Penalty: 3263.308594
	Iteration 3Q: 3 clusters Score -77821.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -77868.875000 Penalty: 3263.308594
	Iteration 4Q: 3 clusters Score -77868.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -78062.125000 Penalty: 3263.308594
	Iteration 5Q: 3 clusters Score -78062.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -78496.687500 Penalty: 3263.308594
	Iteration 6Q: 3 clusters Score -78496.69 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -78651.539062 Penalty: 3263.308594
	Iteration 7F: 3 clusters Score -78651.54 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -78735.601562 Penalty: 3263.308594
	Iteration 8Q: 3 clusters Score -78735.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -78798.570312 Penalty: 3263.308594
	Iteration 9Q: 3 clusters Score -78798.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -78843.187500 Penalty: 3263.308594
	Iteration 10Q: 3 clusters Score -78843.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -78863.000000 Penalty: 3263.308594
	Iteration 11Q: 3 clusters Score -78863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -78878.023438 Penalty: 3263.308594
	Iteration 12Q: 3 clusters Score -78878.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -78887.140625 Penalty: 3263.308594
	Iteration 13Q: 3 clusters Score -78887.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -78897.062500 Penalty: 3263.308594
	Iteration 14Q: 3 clusters Score -78897.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -78901.507812 Penalty: 3263.308594
	Iteration 15Q: 3 clusters Score -78901.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -78901.507812 Penalty: 3263.308594
	Iteration 16F: 3 clusters Score -78901.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42336 members 
Entering Unmasked Estep 
Score: -5416938.000000 Penalty: 2642.041504
	Iteration 0F: 2 clusters Score -5416938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -5388340.500000 Penalty: 5284.083008
	Iteration 0F: 3 clusters Score -5388340 nChanged 19489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -5399191.000000 Penalty: 5284.083008
	Iteration 1F: 3 clusters Score -5399191 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -5400168.500000 Penalty: 5284.083008
	Iteration 2F: 3 clusters Score -5400168 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -5401422.500000 Penalty: 5284.083008
	Iteration 3F: 3 clusters Score -5401422 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -5403098.000000 Penalty: 5284.083008
	Iteration 4F: 3 clusters Score -5403098 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -5405138.000000 Penalty: 5284.083008
	Iteration 5F: 3 clusters Score -5405138 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -5407370.000000 Penalty: 5284.083008
	Iteration 6F: 3 clusters Score -5407370 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -5409388.000000 Penalty: 5284.083008
	Iteration 7F: 3 clusters Score -5409388 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -5410836.000000 Penalty: 5284.083008
	Iteration 8F: 3 clusters Score -5410836 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -5411631.500000 Penalty: 5284.083008
	Iteration 9Q: 3 clusters Score -5411632 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -5411971.000000 Penalty: 5284.083008
	Iteration 10Q: 3 clusters Score -5411971 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -5412194.000000 Penalty: 5284.083008
	Iteration 11Q: 3 clusters Score -5412194 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -5412362.000000 Penalty: 5284.083008
	Iteration 12Q: 3 clusters Score -5412362 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -5412449.000000 Penalty: 5284.083008
	Iteration 13Q: 3 clusters Score -5412449 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -5412538.000000 Penalty: 5284.083008
	Iteration 14Q: 3 clusters Score -5412538 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -5412630.000000 Penalty: 5284.083008
	Iteration 15Q: 3 clusters Score -5412630 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -5412685.500000 Penalty: 5284.083008
	Iteration 16Q: 3 clusters Score -5412686 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -5412746.000000 Penalty: 5284.083008
	Iteration 17Q: 3 clusters Score -5412746 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -5412830.000000 Penalty: 5284.083008
	Iteration 18Q: 3 clusters Score -5412830 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -5412902.500000 Penalty: 5284.083008
	Iteration 19Q: 3 clusters Score -5412902 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -5413026.500000 Penalty: 5284.083008
	Iteration 20F: 3 clusters Score -5413026 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -5413159.500000 Penalty: 5284.083008
	Iteration 21Q: 3 clusters Score -5413160 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -5413306.500000 Penalty: 5284.083008
	Iteration 22Q: 3 clusters Score -5413306 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -5413496.000000 Penalty: 5284.083008
	Iteration 23Q: 3 clusters Score -5413496 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -5413664.500000 Penalty: 5284.083008
	Iteration 24Q: 3 clusters Score -5413664 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -5413871.000000 Penalty: 5284.083008
	Iteration 25Q: 3 clusters Score -5413871 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -5414075.000000 Penalty: 5284.083008
	Iteration 26Q: 3 clusters Score -5414075 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -5414291.500000 Penalty: 5284.083008
	Iteration 27Q: 3 clusters Score -5414292 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -5414476.000000 Penalty: 5284.083008
	Iteration 28Q: 3 clusters Score -5414476 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -5414572.500000 Penalty: 5284.083008
	Iteration 29Q: 3 clusters Score -5414572 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -5414666.500000 Penalty: 5284.083008
	Iteration 30Q: 3 clusters Score -5414666 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -5414721.500000 Penalty: 5284.083008
	Iteration 31Q: 3 clusters Score -5414722 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -5414749.500000 Penalty: 5284.083008
	Iteration 32Q: 3 clusters Score -5414750 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -5414777.500000 Penalty: 5284.083008
	Iteration 33Q: 3 clusters Score -5414778 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -5414795.500000 Penalty: 5284.083008
	Iteration 34Q: 3 clusters Score -5414796 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -5414809.500000 Penalty: 5284.083008
	Iteration 35Q: 3 clusters Score -5414810 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -5414817.500000 Penalty: 5284.083008
	Iteration 36Q: 3 clusters Score -5414818 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -5414823.000000 Penalty: 5284.083008
	Iteration 37Q: 3 clusters Score -5414823 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -5414833.500000 Penalty: 5284.083008
	Iteration 38Q: 3 clusters Score -5414834 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -5414840.000000 Penalty: 5284.083008
	Iteration 39Q: 3 clusters Score -5414840 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -5414843.000000 Penalty: 5284.083008
	Iteration 40F: 3 clusters Score -5414843 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -5414843.000000 Penalty: 5284.083008
	Iteration 41Q: 3 clusters Score -5414843 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -5414838.000000 Penalty: 5284.083008
	Iteration 42Q: 3 clusters Score -5414838 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -5414841.000000 Penalty: 5284.083008
	Iteration 43Q: 3 clusters Score -5414841 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -5414843.000000 Penalty: 5284.083008
	Iteration 44Q: 3 clusters Score -5414843 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -5414845.500000 Penalty: 5284.083008
	Iteration 45Q: 3 clusters Score -5414846 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -5414850.500000 Penalty: 5284.083008
	Iteration 46Q: 3 clusters Score -5414850 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -5414851.000000 Penalty: 5284.083008
	Iteration 47Q: 3 clusters Score -5414851 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -5414857.000000 Penalty: 5284.083008
	Iteration 48Q: 3 clusters Score -5414857 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -5414857.000000 Penalty: 5284.083008
	Iteration 49Q: 3 clusters Score -5414857 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -5414870.500000 Penalty: 5284.083008
	Iteration 50Q: 3 clusters Score -5414870 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -5414876.000000 Penalty: 5284.083008
	Iteration 51Q: 3 clusters Score -5414876 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -5414889.000000 Penalty: 5284.083008
	Iteration 52Q: 3 clusters Score -5414889 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -5414889.500000 Penalty: 5284.083008
	Iteration 53Q: 3 clusters Score -5414890 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -5414890.500000 Penalty: 5284.083008
	Iteration 54Q: 3 clusters Score -5414890 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -5414905.500000 Penalty: 5284.083008
	Iteration 55Q: 3 clusters Score -5414906 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -5414900.500000 Penalty: 5284.083008
	Iteration 56Q: 3 clusters Score -5414900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -5414897.000000 Penalty: 5284.083008
	Iteration 57Q: 3 clusters Score -5414897 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 30121 members 
Entering Unmasked Estep 
Score: -5414896.500000 Penalty: 5284.083008
	Iteration 58Q: 3 clusters Score -5414896 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -5414904.500000 Penalty: 5284.083008
	Iteration 59Q: 3 clusters Score -5414904 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -5414908.500000 Penalty: 5284.083008
	Iteration 60F: 3 clusters Score -5414908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -5414902.500000 Penalty: 5284.083008
	Iteration 61Q: 3 clusters Score -5414902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -5414907.000000 Penalty: 5284.083008
	Iteration 62Q: 3 clusters Score -5414907 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -5414911.000000 Penalty: 5284.083008
	Iteration 63Q: 3 clusters Score -5414911 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -5414912.000000 Penalty: 5284.083008
	Iteration 64Q: 3 clusters Score -5414912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -5414912.000000 Penalty: 5284.083008
	Iteration 65Q: 3 clusters Score -5414912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -5414914.500000 Penalty: 5284.083008
	Iteration 66Q: 3 clusters Score -5414914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -5414911.500000 Penalty: 5284.083008
	Iteration 67Q: 3 clusters Score -5414912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -5414922.000000 Penalty: 5284.083008
	Iteration 68Q: 3 clusters Score -5414922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -5414929.500000 Penalty: 5284.083008
	Iteration 69Q: 3 clusters Score -5414930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 30349 members 
Entering Unmasked Estep 
Score: -5414931.500000 Penalty: 5284.083008
	Iteration 70Q: 3 clusters Score -5414932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 30354 members 
Entering Unmasked Estep 
Score: -5414926.000000 Penalty: 5284.083008
	Iteration 71Q: 3 clusters Score -5414926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -5414919.000000 Penalty: 5284.083008
	Iteration 72Q: 3 clusters Score -5414919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -5414921.000000 Penalty: 5284.083008
	Iteration 73Q: 3 clusters Score -5414921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 30387 members 
Entering Unmasked Estep 
Score: -5414922.500000 Penalty: 5284.083008
	Iteration 74Q: 3 clusters Score -5414922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -5414913.000000 Penalty: 5284.083008
	Iteration 75Q: 3 clusters Score -5414913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 30396 members 
Entering Unmasked Estep 
Score: -5414913.500000 Penalty: 5284.083008
	Iteration 76Q: 3 clusters Score -5414914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -5414907.500000 Penalty: 5284.083008
	Iteration 77Q: 3 clusters Score -5414908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -5414909.000000 Penalty: 5284.083008
	Iteration 78Q: 3 clusters Score -5414909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -5414904.000000 Penalty: 5284.083008
	Iteration 79Q: 3 clusters Score -5414904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -5414906.000000 Penalty: 5284.083008
	Iteration 80F: 3 clusters Score -5414906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -5414905.000000 Penalty: 5284.083008
	Iteration 81Q: 3 clusters Score -5414905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -5414904.500000 Penalty: 5284.083008
	Iteration 82Q: 3 clusters Score -5414904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -5414908.500000 Penalty: 5284.083008
	Iteration 83Q: 3 clusters Score -5414908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -5414909.000000 Penalty: 5284.083008
	Iteration 84Q: 3 clusters Score -5414909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -5414912.500000 Penalty: 5284.083008
	Iteration 85Q: 3 clusters Score -5414912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -5414915.000000 Penalty: 5284.083008
	Iteration 86Q: 3 clusters Score -5414915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -5414917.000000 Penalty: 5284.083008
	Iteration 87Q: 3 clusters Score -5414917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -5414910.000000 Penalty: 5284.083008
	Iteration 88Q: 3 clusters Score -5414910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -5414906.000000 Penalty: 5284.083008
	Iteration 89Q: 3 clusters Score -5414906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -5414909.000000 Penalty: 5284.083008
	Iteration 90Q: 3 clusters Score -5414909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -5414904.500000 Penalty: 5284.083008
	Iteration 91Q: 3 clusters Score -5414904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -5414907.000000 Penalty: 5284.083008
	Iteration 92Q: 3 clusters Score -5414907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -5414907.000000 Penalty: 5284.083008
	Iteration 93Q: 3 clusters Score -5414907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -5414911.500000 Penalty: 5284.083008
	Iteration 94Q: 3 clusters Score -5414912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -5414919.000000 Penalty: 5284.083008
	Iteration 95Q: 3 clusters Score -5414919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -5414919.000000 Penalty: 5284.083008
	Iteration 96Q: 3 clusters Score -5414919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
Score: -5414919.500000 Penalty: 5284.083008
	Iteration 97Q: 3 clusters Score -5414920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -5414921.000000 Penalty: 5284.083008
	Iteration 98Q: 3 clusters Score -5414921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -5414922.000000 Penalty: 5284.083008
	Iteration 99Q: 3 clusters Score -5414922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -5414926.500000 Penalty: 5284.083008
	Iteration 100F: 3 clusters Score -5414926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -5414926.500000 Penalty: 5284.083008
	Iteration 101Q: 3 clusters Score -5414926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -5414926.000000 Penalty: 5284.083008
	Iteration 102Q: 3 clusters Score -5414926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -5414926.000000 Penalty: 5284.083008
	Iteration 103Q: 3 clusters Score -5414926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -5414926.500000 Penalty: 5284.083008
	Iteration 104Q: 3 clusters Score -5414926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 30508 members 
Entering Unmasked Estep 
Score: -5414926.500000 Penalty: 5284.083008
	Iteration 105Q: 3 clusters Score -5414926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -5414922.000000 Penalty: 5284.083008
	Iteration 106Q: 3 clusters Score -5414922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -5414922.000000 Penalty: 5284.083008
	Iteration 107F: 3 clusters Score -5414922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (93297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93297 members 
Entering Unmasked Estep 
Score: -11999108.000000 Penalty: 2837.998779
	Iteration 0F: 2 clusters Score -1.199911e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 46853 members 
Entering Unmasked Estep 
Score: -11936899.000000 Penalty: 5675.997559
	Iteration 0F: 3 clusters Score -1.19369e+07 nChanged 43965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44683 members 
Mstep: Class 2 contains 48614 members 
Entering Unmasked Estep 
Score: -11961651.000000 Penalty: 5675.997559
	Iteration 1F: 3 clusters Score -1.196165e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43703 members 
Mstep: Class 2 contains 49594 members 
Entering Unmasked Estep 
Score: -11962238.000000 Penalty: 5675.997559
	Iteration 2Q: 3 clusters Score -1.196224e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42192 members 
Mstep: Class 2 contains 51105 members 
Entering Unmasked Estep 
Score: -11962961.000000 Penalty: 5675.997559
	Iteration 3Q: 3 clusters Score -1.196296e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 53339 members 
Entering Unmasked Estep 
Score: -11963839.000000 Penalty: 5675.997559
	Iteration 4Q: 3 clusters Score -1.196384e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 56748 members 
Entering Unmasked Estep 
Score: -11965382.000000 Penalty: 5675.997559
	Iteration 5Q: 3 clusters Score -1.196538e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 61694 members 
Entering Unmasked Estep 
Score: -11968185.000000 Penalty: 5675.997559
	Iteration 6F: 3 clusters Score -1.196818e+07 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 68405 members 
Entering Unmasked Estep 
Score: -11973001.000000 Penalty: 5675.997559
	Iteration 7F: 3 clusters Score -1.1973e+07 nChanged 8213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 76616 members 
Entering Unmasked Estep 
Score: -11980220.000000 Penalty: 5675.997559
	Iteration 8F: 3 clusters Score -1.198022e+07 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 84500 members 
Entering Unmasked Estep 
Score: -11988046.000000 Penalty: 5675.997559
	Iteration 9F: 3 clusters Score -1.198805e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 89873 members 
Entering Unmasked Estep 
Score: -11993371.000000 Penalty: 5675.997559
	Iteration 10F: 3 clusters Score -1.199337e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 92173 members 
Entering Unmasked Estep 
Score: -11995508.000000 Penalty: 5675.997559
	Iteration 11Q: 3 clusters Score -1.199551e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 92871 members 
Entering Unmasked Estep 
Score: -11996177.000000 Penalty: 5675.997559
	Iteration 12Q: 3 clusters Score -1.199618e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 93042 members 
Entering Unmasked Estep 
Score: -11996415.000000 Penalty: 5675.997559
	Iteration 13Q: 3 clusters Score -1.199642e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 93086 members 
Entering Unmasked Estep 
Score: -11996519.000000 Penalty: 5675.997559
	Iteration 14Q: 3 clusters Score -1.199652e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 93092 members 
Entering Unmasked Estep 
Score: -11996543.000000 Penalty: 5675.997559
	Iteration 15Q: 3 clusters Score -1.199654e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 93096 members 
Entering Unmasked Estep 
Score: -11996556.000000 Penalty: 5675.997559
	Iteration 16Q: 3 clusters Score -1.199656e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 93100 members 
Entering Unmasked Estep 
Score: -11996573.000000 Penalty: 5675.997559
	Iteration 17Q: 3 clusters Score -1.199657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 93101 members 
Entering Unmasked Estep 
Score: -11996575.000000 Penalty: 5675.997559
	Iteration 18Q: 3 clusters Score -1.199658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 93103 members 
Entering Unmasked Estep 
Score: -11996580.000000 Penalty: 5675.997559
	Iteration 19Q: 3 clusters Score -1.199658e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 93103 members 
Entering Unmasked Estep 
Score: -11996580.000000 Penalty: 5675.997559
	Iteration 20F: 3 clusters Score -1.199658e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Entering Unmasked Estep 
Score: -3231070.500000 Penalty: 2511.820801
	Iteration 0F: 2 clusters Score -3231070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -3213799.750000 Penalty: 5023.641602
	Iteration 0F: 3 clusters Score -3213800 nChanged 11104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -3219715.750000 Penalty: 5023.641602
	Iteration 1F: 3 clusters Score -3219716 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -3220192.250000 Penalty: 5023.641602
	Iteration 2F: 3 clusters Score -3220192 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -3220611.000000 Penalty: 5023.641602
	Iteration 3Q: 3 clusters Score -3220611 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -3221062.750000 Penalty: 5023.641602
	Iteration 4Q: 3 clusters Score -3221063 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -3221624.500000 Penalty: 5023.641602
	Iteration 5Q: 3 clusters Score -3221624 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -3222372.500000 Penalty: 5023.641602
	Iteration 6F: 3 clusters Score -3222372 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -3223357.750000 Penalty: 5023.641602
	Iteration 7F: 3 clusters Score -3223358 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -3224651.500000 Penalty: 5023.641602
	Iteration 8F: 3 clusters Score -3224652 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -3226044.500000 Penalty: 5023.641602
	Iteration 9F: 3 clusters Score -3226044 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -3227184.000000 Penalty: 5023.641602
	Iteration 10Q: 3 clusters Score -3227184 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -3227935.000000 Penalty: 5023.641602
	Iteration 11Q: 3 clusters Score -3227935 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -3228359.250000 Penalty: 5023.641602
	Iteration 12Q: 3 clusters Score -3228359 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -3228608.750000 Penalty: 5023.641602
	Iteration 13Q: 3 clusters Score -3228609 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -3228739.000000 Penalty: 5023.641602
	Iteration 14Q: 3 clusters Score -3228739 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -3228812.750000 Penalty: 5023.641602
	Iteration 15Q: 3 clusters Score -3228813 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -3228861.750000 Penalty: 5023.641602
	Iteration 16Q: 3 clusters Score -3228862 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -3228904.250000 Penalty: 5023.641602
	Iteration 17Q: 3 clusters Score -3228904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -3228922.750000 Penalty: 5023.641602
	Iteration 18Q: 3 clusters Score -3228923 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -3228937.500000 Penalty: 5023.641602
	Iteration 19Q: 3 clusters Score -3228938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -3228947.000000 Penalty: 5023.641602
	Iteration 20F: 3 clusters Score -3228947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -3228953.000000 Penalty: 5023.641602
	Iteration 21Q: 3 clusters Score -3228953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -3228963.250000 Penalty: 5023.641602
	Iteration 22Q: 3 clusters Score -3228963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -3228974.000000 Penalty: 5023.641602
	Iteration 23Q: 3 clusters Score -3228974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -3228985.500000 Penalty: 5023.641602
	Iteration 24Q: 3 clusters Score -3228986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -3228986.750000 Penalty: 5023.641602
	Iteration 25Q: 3 clusters Score -3228987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -3228984.000000 Penalty: 5023.641602
	Iteration 26Q: 3 clusters Score -3228984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -3228981.750000 Penalty: 5023.641602
	Iteration 27Q: 3 clusters Score -3228982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -3228985.000000 Penalty: 5023.641602
	Iteration 28Q: 3 clusters Score -3228985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -3228987.500000 Penalty: 5023.641602
	Iteration 29Q: 3 clusters Score -3228988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -3228986.750000 Penalty: 5023.641602
	Iteration 30Q: 3 clusters Score -3228987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -3228986.750000 Penalty: 5023.641602
	Iteration 31F: 3 clusters Score -3228987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -28459.183594 Penalty: 1377.133911
	Iteration 0F: 2 clusters Score -28459.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -27232.025391 Penalty: 2754.267822
	Iteration 0F: 3 clusters Score -27232.03 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27342.792969 Penalty: 2754.267822
	Iteration 1F: 3 clusters Score -27342.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -27362.869141 Penalty: 2754.267822
	Iteration 2Q: 3 clusters Score -27362.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27364.437500 Penalty: 2754.267822
	Iteration 3Q: 3 clusters Score -27364.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27367.572266 Penalty: 2754.267822
	Iteration 4Q: 3 clusters Score -27367.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27367.572266 Penalty: 2754.267822
	Iteration 5F: 3 clusters Score -27367.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Entering Unmasked Estep 
Score: -204265.343750 Penalty: 1841.488770
	Iteration 0F: 2 clusters Score -204265.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -201850.562500 Penalty: 3682.977539
	Iteration 0F: 3 clusters Score -201850.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -202240.109375 Penalty: 3682.977539
	Iteration 1F: 3 clusters Score -202240.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -202400.671875 Penalty: 3682.977539
	Iteration 2F: 3 clusters Score -202400.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -202481.093750 Penalty: 3682.977539
	Iteration 3Q: 3 clusters Score -202481.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -202533.906250 Penalty: 3682.977539
	Iteration 4Q: 3 clusters Score -202533.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -202579.203125 Penalty: 3682.977539
	Iteration 5Q: 3 clusters Score -202579.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -202604.406250 Penalty: 3682.977539
	Iteration 6Q: 3 clusters Score -202604.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -202620.656250 Penalty: 3682.977539
	Iteration 7Q: 3 clusters Score -202620.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -202635.218750 Penalty: 3682.977539
	Iteration 8Q: 3 clusters Score -202635.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -202648.765625 Penalty: 3682.977539
	Iteration 9Q: 3 clusters Score -202648.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -202657.609375 Penalty: 3682.977539
	Iteration 10Q: 3 clusters Score -202657.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -202667.203125 Penalty: 3682.977539
	Iteration 11Q: 3 clusters Score -202667.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -202674.437500 Penalty: 3682.977539
	Iteration 12Q: 3 clusters Score -202674.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -202680.265625 Penalty: 3682.977539
	Iteration 13Q: 3 clusters Score -202680.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -202682.468750 Penalty: 3682.977539
	Iteration 14Q: 3 clusters Score -202682.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -202684.562500 Penalty: 3682.977539
	Iteration 15Q: 3 clusters Score -202684.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -202688.421875 Penalty: 3682.977539
	Iteration 16Q: 3 clusters Score -202688.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -202692.828125 Penalty: 3682.977539
	Iteration 17Q: 3 clusters Score -202692.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -202695.218750 Penalty: 3682.977539
	Iteration 18Q: 3 clusters Score -202695.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -202696.734375 Penalty: 3682.977539
	Iteration 19Q: 3 clusters Score -202696.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -202699.750000 Penalty: 3682.977539
	Iteration 20F: 3 clusters Score -202699.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -202702.281250 Penalty: 3682.977539
	Iteration 21Q: 3 clusters Score -202702.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -202706.750000 Penalty: 3682.977539
	Iteration 22Q: 3 clusters Score -202706.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -202711.906250 Penalty: 3682.977539
	Iteration 23Q: 3 clusters Score -202711.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -202718.375000 Penalty: 3682.977539
	Iteration 24Q: 3 clusters Score -202718.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -202724.765625 Penalty: 3682.977539
	Iteration 25Q: 3 clusters Score -202724.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -202733.796875 Penalty: 3682.977539
	Iteration 26Q: 3 clusters Score -202733.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -202739.000000 Penalty: 3682.977539
	Iteration 27Q: 3 clusters Score -202739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -202742.078125 Penalty: 3682.977539
	Iteration 28Q: 3 clusters Score -202742.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -202743.765625 Penalty: 3682.977539
	Iteration 29Q: 3 clusters Score -202743.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -202746.218750 Penalty: 3682.977539
	Iteration 30Q: 3 clusters Score -202746.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -202752.109375 Penalty: 3682.977539
	Iteration 31Q: 3 clusters Score -202752.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -202754.281250 Penalty: 3682.977539
	Iteration 32Q: 3 clusters Score -202754.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -202754.875000 Penalty: 3682.977539
	Iteration 33Q: 3 clusters Score -202754.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -202756.000000 Penalty: 3682.977539
	Iteration 34Q: 3 clusters Score -202756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -202757.171875 Penalty: 3682.977539
	Iteration 35Q: 3 clusters Score -202757.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -202758.250000 Penalty: 3682.977539
	Iteration 36Q: 3 clusters Score -202758.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -202759.281250 Penalty: 3682.977539
	Iteration 37Q: 3 clusters Score -202759.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -202760.828125 Penalty: 3682.977539
	Iteration 38Q: 3 clusters Score -202760.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -202762.843750 Penalty: 3682.977539
	Iteration 39Q: 3 clusters Score -202762.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -202768.328125 Penalty: 3682.977539
	Iteration 40F: 3 clusters Score -202768.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -202771.359375 Penalty: 3682.977539
	Iteration 41Q: 3 clusters Score -202771.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -202773.437500 Penalty: 3682.977539
	Iteration 42Q: 3 clusters Score -202773.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -202775.671875 Penalty: 3682.977539
	Iteration 43Q: 3 clusters Score -202775.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -202779.390625 Penalty: 3682.977539
	Iteration 44Q: 3 clusters Score -202779.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -202782.859375 Penalty: 3682.977539
	Iteration 45Q: 3 clusters Score -202782.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -202784.218750 Penalty: 3682.977539
	Iteration 46Q: 3 clusters Score -202784.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -202785.234375 Penalty: 3682.977539
	Iteration 47Q: 3 clusters Score -202785.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -202786.609375 Penalty: 3682.977539
	Iteration 48Q: 3 clusters Score -202786.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -202787.718750 Penalty: 3682.977539
	Iteration 49Q: 3 clusters Score -202787.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -202789.218750 Penalty: 3682.977539
	Iteration 50Q: 3 clusters Score -202789.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -202789.218750 Penalty: 3682.977539
	Iteration 51F: 3 clusters Score -202789.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Entering Unmasked Estep 
Score: -2472185.500000 Penalty: 2453.897949
	Iteration 0F: 2 clusters Score -2472186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -2458306.750000 Penalty: 4907.795898
	Iteration 0F: 3 clusters Score -2458307 nChanged 8727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2462810.500000 Penalty: 4907.795898
	Iteration 1F: 3 clusters Score -2462810 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2463167.000000 Penalty: 4907.795898
	Iteration 2Q: 3 clusters Score -2463167 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -2463468.500000 Penalty: 4907.795898
	Iteration 3Q: 3 clusters Score -2463468 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -2463728.750000 Penalty: 4907.795898
	Iteration 4Q: 3 clusters Score -2463729 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -2463944.250000 Penalty: 4907.795898
	Iteration 5Q: 3 clusters Score -2463944 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2464140.000000 Penalty: 4907.795898
	Iteration 6Q: 3 clusters Score -2464140 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -2464319.750000 Penalty: 4907.795898
	Iteration 7Q: 3 clusters Score -2464320 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2464535.750000 Penalty: 4907.795898
	Iteration 8Q: 3 clusters Score -2464536 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -2464754.250000 Penalty: 4907.795898
	Iteration 9Q: 3 clusters Score -2464754 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -2464965.500000 Penalty: 4907.795898
	Iteration 10Q: 3 clusters Score -2464966 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2465224.750000 Penalty: 4907.795898
	Iteration 11Q: 3 clusters Score -2465225 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -2465543.250000 Penalty: 4907.795898
	Iteration 12Q: 3 clusters Score -2465543 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -2465922.750000 Penalty: 4907.795898
	Iteration 13Q: 3 clusters Score -2465923 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -2466344.500000 Penalty: 4907.795898
	Iteration 14Q: 3 clusters Score -2466344 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -2466791.000000 Penalty: 4907.795898
	Iteration 15Q: 3 clusters Score -2466791 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -2467271.250000 Penalty: 4907.795898
	Iteration 16Q: 3 clusters Score -2467271 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -2467838.500000 Penalty: 4907.795898
	Iteration 17Q: 3 clusters Score -2467838 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -2468424.000000 Penalty: 4907.795898
	Iteration 18Q: 3 clusters Score -2468424 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -2468985.750000 Penalty: 4907.795898
	Iteration 19Q: 3 clusters Score -2468986 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -2469352.000000 Penalty: 4907.795898
	Iteration 20F: 3 clusters Score -2469352 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -2469591.500000 Penalty: 4907.795898
	Iteration 21Q: 3 clusters Score -2469592 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -2469717.000000 Penalty: 4907.795898
	Iteration 22Q: 3 clusters Score -2469717 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -2469821.000000 Penalty: 4907.795898
	Iteration 23Q: 3 clusters Score -2469821 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -2469867.750000 Penalty: 4907.795898
	Iteration 24Q: 3 clusters Score -2469868 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -2469918.750000 Penalty: 4907.795898
	Iteration 25Q: 3 clusters Score -2469919 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -2469955.500000 Penalty: 4907.795898
	Iteration 26Q: 3 clusters Score -2469956 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -2469970.000000 Penalty: 4907.795898
	Iteration 27Q: 3 clusters Score -2469970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -2469982.000000 Penalty: 4907.795898
	Iteration 28Q: 3 clusters Score -2469982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -2469990.750000 Penalty: 4907.795898
	Iteration 29Q: 3 clusters Score -2469991 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -2470001.500000 Penalty: 4907.795898
	Iteration 30Q: 3 clusters Score -2470002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -2470012.750000 Penalty: 4907.795898
	Iteration 31Q: 3 clusters Score -2470013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -2470013.000000 Penalty: 4907.795898
	Iteration 32Q: 3 clusters Score -2470013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -2470017.000000 Penalty: 4907.795898
	Iteration 33Q: 3 clusters Score -2470017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -2470024.750000 Penalty: 4907.795898
	Iteration 34Q: 3 clusters Score -2470025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -2470032.500000 Penalty: 4907.795898
	Iteration 35Q: 3 clusters Score -2470032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -2470043.250000 Penalty: 4907.795898
	Iteration 36Q: 3 clusters Score -2470043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -2470045.000000 Penalty: 4907.795898
	Iteration 37Q: 3 clusters Score -2470045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -2470045.500000 Penalty: 4907.795898
	Iteration 38Q: 3 clusters Score -2470046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -2470050.500000 Penalty: 4907.795898
	Iteration 39Q: 3 clusters Score -2470050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -2470052.250000 Penalty: 4907.795898
	Iteration 40F: 3 clusters Score -2470052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -2470050.500000 Penalty: 4907.795898
	Iteration 41Q: 3 clusters Score -2470050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -2470051.000000 Penalty: 4907.795898
	Iteration 42Q: 3 clusters Score -2470051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -2470050.250000 Penalty: 4907.795898
	Iteration 43Q: 3 clusters Score -2470050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -2470056.250000 Penalty: 4907.795898
	Iteration 44Q: 3 clusters Score -2470056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -2470064.250000 Penalty: 4907.795898
	Iteration 45Q: 3 clusters Score -2470064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -2470065.000000 Penalty: 4907.795898
	Iteration 46Q: 3 clusters Score -2470065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -2470067.250000 Penalty: 4907.795898
	Iteration 47Q: 3 clusters Score -2470067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -2470066.000000 Penalty: 4907.795898
	Iteration 48Q: 3 clusters Score -2470066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -2470069.250000 Penalty: 4907.795898
	Iteration 49Q: 3 clusters Score -2470069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -2470073.000000 Penalty: 4907.795898
	Iteration 50Q: 3 clusters Score -2470073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -2470070.250000 Penalty: 4907.795898
	Iteration 51Q: 3 clusters Score -2470070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -2470071.500000 Penalty: 4907.795898
	Iteration 52Q: 3 clusters Score -2470072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -2470072.000000 Penalty: 4907.795898
	Iteration 53Q: 3 clusters Score -2470072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -2470072.000000 Penalty: 4907.795898
	Iteration 54F: 3 clusters Score -2470072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Entering Unmasked Estep 
Score: -2493889.000000 Penalty: 2448.383301
	Iteration 0F: 2 clusters Score -2493889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2480080.000000 Penalty: 4896.766602
	Iteration 0F: 3 clusters Score -2480080 nChanged 8630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2484743.750000 Penalty: 4896.766602
	Iteration 1F: 3 clusters Score -2484744 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -2485116.000000 Penalty: 4896.766602
	Iteration 2F: 3 clusters Score -2485116 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -2485411.250000 Penalty: 4896.766602
	Iteration 3Q: 3 clusters Score -2485411 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -2485655.750000 Penalty: 4896.766602
	Iteration 4Q: 3 clusters Score -2485656 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -2485892.250000 Penalty: 4896.766602
	Iteration 5Q: 3 clusters Score -2485892 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2486126.000000 Penalty: 4896.766602
	Iteration 6Q: 3 clusters Score -2486126 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -2486366.000000 Penalty: 4896.766602
	Iteration 7Q: 3 clusters Score -2486366 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -2486667.000000 Penalty: 4896.766602
	Iteration 8Q: 3 clusters Score -2486667 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -2487079.750000 Penalty: 4896.766602
	Iteration 9Q: 3 clusters Score -2487080 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -2487560.000000 Penalty: 4896.766602
	Iteration 10Q: 3 clusters Score -2487560 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -2488241.750000 Penalty: 4896.766602
	Iteration 11F: 3 clusters Score -2488242 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -2489019.250000 Penalty: 4896.766602
	Iteration 12F: 3 clusters Score -2489019 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -2489743.500000 Penalty: 4896.766602
	Iteration 13Q: 3 clusters Score -2489744 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -2490375.750000 Penalty: 4896.766602
	Iteration 14Q: 3 clusters Score -2490376 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -2490829.500000 Penalty: 4896.766602
	Iteration 15Q: 3 clusters Score -2490830 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2491121.250000 Penalty: 4896.766602
	Iteration 16Q: 3 clusters Score -2491121 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -2491308.250000 Penalty: 4896.766602
	Iteration 17Q: 3 clusters Score -2491308 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -2491451.250000 Penalty: 4896.766602
	Iteration 18Q: 3 clusters Score -2491451 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -2491552.000000 Penalty: 4896.766602
	Iteration 19Q: 3 clusters Score -2491552 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -2491649.750000 Penalty: 4896.766602
	Iteration 20F: 3 clusters Score -2491650 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -2491697.750000 Penalty: 4896.766602
	Iteration 21Q: 3 clusters Score -2491698 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -2491722.250000 Penalty: 4896.766602
	Iteration 22Q: 3 clusters Score -2491722 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -2491740.000000 Penalty: 4896.766602
	Iteration 23Q: 3 clusters Score -2491740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -2491757.500000 Penalty: 4896.766602
	Iteration 24Q: 3 clusters Score -2491758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -2491765.250000 Penalty: 4896.766602
	Iteration 25Q: 3 clusters Score -2491765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -2491774.250000 Penalty: 4896.766602
	Iteration 26Q: 3 clusters Score -2491774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -2491776.000000 Penalty: 4896.766602
	Iteration 27Q: 3 clusters Score -2491776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -2491782.750000 Penalty: 4896.766602
	Iteration 28Q: 3 clusters Score -2491783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -2491790.000000 Penalty: 4896.766602
	Iteration 29Q: 3 clusters Score -2491790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -2491793.750000 Penalty: 4896.766602
	Iteration 30Q: 3 clusters Score -2491794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -2491802.250000 Penalty: 4896.766602
	Iteration 31Q: 3 clusters Score -2491802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -2491810.750000 Penalty: 4896.766602
	Iteration 32Q: 3 clusters Score -2491811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -2491816.750000 Penalty: 4896.766602
	Iteration 33Q: 3 clusters Score -2491817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -2491820.000000 Penalty: 4896.766602
	Iteration 34Q: 3 clusters Score -2491820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -2491822.000000 Penalty: 4896.766602
	Iteration 35Q: 3 clusters Score -2491822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -2491825.250000 Penalty: 4896.766602
	Iteration 36Q: 3 clusters Score -2491825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -2491825.250000 Penalty: 4896.766602
	Iteration 37Q: 3 clusters Score -2491825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -2491825.250000 Penalty: 4896.766602
	Iteration 38F: 3 clusters Score -2491825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Entering Unmasked Estep 
Score: -1342954.500000 Penalty: 2295.554932
	Iteration 0F: 2 clusters Score -1342954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1334978.750000 Penalty: 4591.109863
	Iteration 0F: 3 clusters Score -1334979 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1337305.750000 Penalty: 4591.109863
	Iteration 1F: 3 clusters Score -1337306 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1337571.125000 Penalty: 4591.109863
	Iteration 2F: 3 clusters Score -1337571 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1337769.750000 Penalty: 4591.109863
	Iteration 3Q: 3 clusters Score -1337770 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1337941.500000 Penalty: 4591.109863
	Iteration 4Q: 3 clusters Score -1337942 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1338095.125000 Penalty: 4591.109863
	Iteration 5Q: 3 clusters Score -1338095 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1338260.250000 Penalty: 4591.109863
	Iteration 6Q: 3 clusters Score -1338260 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1338450.625000 Penalty: 4591.109863
	Iteration 7Q: 3 clusters Score -1338451 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1338671.500000 Penalty: 4591.109863
	Iteration 8Q: 3 clusters Score -1338672 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1338938.500000 Penalty: 4591.109863
	Iteration 9Q: 3 clusters Score -1338938 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1339229.750000 Penalty: 4591.109863
	Iteration 10Q: 3 clusters Score -1339230 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1339495.125000 Penalty: 4591.109863
	Iteration 11Q: 3 clusters Score -1339495 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1339723.625000 Penalty: 4591.109863
	Iteration 12Q: 3 clusters Score -1339724 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1339889.375000 Penalty: 4591.109863
	Iteration 13Q: 3 clusters Score -1339889 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1340026.625000 Penalty: 4591.109863
	Iteration 14Q: 3 clusters Score -1340027 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1340142.875000 Penalty: 4591.109863
	Iteration 15Q: 3 clusters Score -1340143 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1340243.000000 Penalty: 4591.109863
	Iteration 16Q: 3 clusters Score -1340243 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1340319.000000 Penalty: 4591.109863
	Iteration 17Q: 3 clusters Score -1340319 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1340383.375000 Penalty: 4591.109863
	Iteration 18Q: 3 clusters Score -1340383 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1340451.500000 Penalty: 4591.109863
	Iteration 19Q: 3 clusters Score -1340452 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1340494.625000 Penalty: 4591.109863
	Iteration 20F: 3 clusters Score -1340495 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1340545.000000 Penalty: 4591.109863
	Iteration 21Q: 3 clusters Score -1340545 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1340590.000000 Penalty: 4591.109863
	Iteration 22Q: 3 clusters Score -1340590 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1340624.125000 Penalty: 4591.109863
	Iteration 23Q: 3 clusters Score -1340624 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1340661.000000 Penalty: 4591.109863
	Iteration 24Q: 3 clusters Score -1340661 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1340691.750000 Penalty: 4591.109863
	Iteration 25Q: 3 clusters Score -1340692 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1340716.750000 Penalty: 4591.109863
	Iteration 26Q: 3 clusters Score -1340717 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1340738.750000 Penalty: 4591.109863
	Iteration 27Q: 3 clusters Score -1340739 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1340763.125000 Penalty: 4591.109863
	Iteration 28Q: 3 clusters Score -1340763 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1340780.875000 Penalty: 4591.109863
	Iteration 29Q: 3 clusters Score -1340781 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1340797.000000 Penalty: 4591.109863
	Iteration 30Q: 3 clusters Score -1340797 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1340811.750000 Penalty: 4591.109863
	Iteration 31Q: 3 clusters Score -1340812 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1340819.875000 Penalty: 4591.109863
	Iteration 32Q: 3 clusters Score -1340820 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1340835.750000 Penalty: 4591.109863
	Iteration 33Q: 3 clusters Score -1340836 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1340848.875000 Penalty: 4591.109863
	Iteration 34Q: 3 clusters Score -1340849 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1340856.375000 Penalty: 4591.109863
	Iteration 35Q: 3 clusters Score -1340856 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1340867.250000 Penalty: 4591.109863
	Iteration 36Q: 3 clusters Score -1340867 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1340871.375000 Penalty: 4591.109863
	Iteration 37Q: 3 clusters Score -1340871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1340875.625000 Penalty: 4591.109863
	Iteration 38Q: 3 clusters Score -1340876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1340879.375000 Penalty: 4591.109863
	Iteration 39Q: 3 clusters Score -1340879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1340884.000000 Penalty: 4591.109863
	Iteration 40F: 3 clusters Score -1340884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1340893.875000 Penalty: 4591.109863
	Iteration 41Q: 3 clusters Score -1340894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1340901.375000 Penalty: 4591.109863
	Iteration 42Q: 3 clusters Score -1340901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1340906.750000 Penalty: 4591.109863
	Iteration 43Q: 3 clusters Score -1340907 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1340913.250000 Penalty: 4591.109863
	Iteration 44Q: 3 clusters Score -1340913 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1340915.625000 Penalty: 4591.109863
	Iteration 45Q: 3 clusters Score -1340916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1340927.875000 Penalty: 4591.109863
	Iteration 46Q: 3 clusters Score -1340928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1340930.125000 Penalty: 4591.109863
	Iteration 47Q: 3 clusters Score -1340930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1340934.375000 Penalty: 4591.109863
	Iteration 48Q: 3 clusters Score -1340934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1340940.875000 Penalty: 4591.109863
	Iteration 49Q: 3 clusters Score -1340941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1340938.500000 Penalty: 4591.109863
	Iteration 50Q: 3 clusters Score -1340938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1340939.250000 Penalty: 4591.109863
	Iteration 51Q: 3 clusters Score -1340939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1340939.250000 Penalty: 4591.109863
	Iteration 52Q: 3 clusters Score -1340939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1340941.875000 Penalty: 4591.109863
	Iteration 53Q: 3 clusters Score -1340942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1340943.250000 Penalty: 4591.109863
	Iteration 54Q: 3 clusters Score -1340943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1340946.250000 Penalty: 4591.109863
	Iteration 55Q: 3 clusters Score -1340946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1340946.625000 Penalty: 4591.109863
	Iteration 56Q: 3 clusters Score -1340947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1340950.250000 Penalty: 4591.109863
	Iteration 57Q: 3 clusters Score -1340950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1340954.000000 Penalty: 4591.109863
	Iteration 58Q: 3 clusters Score -1340954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1340956.500000 Penalty: 4591.109863
	Iteration 59Q: 3 clusters Score -1340956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1340958.625000 Penalty: 4591.109863
	Iteration 60F: 3 clusters Score -1340959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1340956.750000 Penalty: 4591.109863
	Iteration 61Q: 3 clusters Score -1340957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1340957.250000 Penalty: 4591.109863
	Iteration 62Q: 3 clusters Score -1340957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1340959.375000 Penalty: 4591.109863
	Iteration 63Q: 3 clusters Score -1340959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1340959.000000 Penalty: 4591.109863
	Iteration 64Q: 3 clusters Score -1340959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1340959.000000 Penalty: 4591.109863
	Iteration 65Q: 3 clusters Score -1340959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1340959.500000 Penalty: 4591.109863
	Iteration 66Q: 3 clusters Score -1340960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1340958.750000 Penalty: 4591.109863
	Iteration 67Q: 3 clusters Score -1340959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1340958.750000 Penalty: 4591.109863
	Iteration 68F: 3 clusters Score -1340959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9518 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 19690 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 206154 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 42336 members 
Mstep: Class 15 contains 93297 members 
Mstep: Class 16 contains 25042 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1678 members 
Mstep: Class 19 contains 19826 members 
Mstep: Class 21 contains 19390 members 
Mstep: Class 23 contains 10470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718688.000000 Penalty: 67921.164062
Iteration 239Q: 22 clusters Score -5.771869e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9520 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 19688 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 206215 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 42288 members 
Mstep: Class 15 contains 93304 members 
Mstep: Class 16 contains 25038 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1679 members 
Mstep: Class 19 contains 19826 members 
Mstep: Class 21 contains 19376 members 
Mstep: Class 23 contains 10467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718700.000000 Penalty: 67921.164062
Iteration 240F: 22 clusters Score -5.77187e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9518 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6398 members 
Mstep: Class 10 contains 19687 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 206271 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 42249 members 
Mstep: Class 15 contains 93310 members 
Mstep: Class 16 contains 25033 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1680 members 
Mstep: Class 19 contains 19826 members 
Mstep: Class 21 contains 19364 members 
Mstep: Class 23 contains 10465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718680.000000 Penalty: 67921.164062
Iteration 241Q: 22 clusters Score -5.771868e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9512 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6401 members 
Mstep: Class 10 contains 19686 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 206336 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 42203 members 
Mstep: Class 15 contains 93311 members 
Mstep: Class 16 contains 25029 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19827 members 
Mstep: Class 21 contains 19348 members 
Mstep: Class 23 contains 10464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718664.000000 Penalty: 67921.164062
Iteration 242Q: 22 clusters Score -5.771866e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9513 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6403 members 
Mstep: Class 10 contains 19684 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 206392 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 42158 members 
Mstep: Class 15 contains 93315 members 
Mstep: Class 16 contains 25027 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19831 members 
Mstep: Class 21 contains 19331 members 
Mstep: Class 23 contains 10463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718728.000000 Penalty: 67921.164062
Iteration 243Q: 22 clusters Score -5.771873e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9515 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6403 members 
Mstep: Class 10 contains 19684 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 206444 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 42122 members 
Mstep: Class 15 contains 93310 members 
Mstep: Class 16 contains 25025 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1683 members 
Mstep: Class 19 contains 19831 members 
Mstep: Class 21 contains 19323 members 
Mstep: Class 23 contains 10462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718656.000000 Penalty: 67921.164062
Iteration 244Q: 22 clusters Score -5.771866e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9517 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6401 members 
Mstep: Class 10 contains 19686 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 206472 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 42096 members 
Mstep: Class 15 contains 93315 members 
Mstep: Class 16 contains 25024 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 19834 members 
Mstep: Class 21 contains 19313 members 
Mstep: Class 23 contains 10463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718676.000000 Penalty: 67921.164062
Iteration 245Q: 22 clusters Score -5.771868e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9517 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6401 members 
Mstep: Class 10 contains 19685 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 206513 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 42069 members 
Mstep: Class 15 contains 93320 members 
Mstep: Class 16 contains 25019 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 19835 members 
Mstep: Class 21 contains 19301 members 
Mstep: Class 23 contains 10461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718656.000000 Penalty: 67921.164062
Iteration 246Q: 22 clusters Score -5.771866e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9517 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6400 members 
Mstep: Class 10 contains 19685 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 206544 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 42044 members 
Mstep: Class 15 contains 93324 members 
Mstep: Class 16 contains 25017 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 19835 members 
Mstep: Class 21 contains 19296 members 
Mstep: Class 23 contains 10459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718652.000000 Penalty: 67921.164062
Iteration 247Q: 22 clusters Score -5.771865e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9516 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6400 members 
Mstep: Class 10 contains 19681 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 206575 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 42009 members 
Mstep: Class 15 contains 93330 members 
Mstep: Class 16 contains 25017 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 19836 members 
Mstep: Class 21 contains 19297 members 
Mstep: Class 23 contains 10460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718552.000000 Penalty: 67921.164062
Iteration 248Q: 22 clusters Score -5.771855e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9515 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6400 members 
Mstep: Class 10 contains 19680 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 206598 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41979 members 
Mstep: Class 15 contains 93338 members 
Mstep: Class 16 contains 25017 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 19838 members 
Mstep: Class 21 contains 19294 members 
Mstep: Class 23 contains 10462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718628.000000 Penalty: 67921.164062
Iteration 249Q: 22 clusters Score -5.771863e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9514 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6400 members 
Mstep: Class 10 contains 19674 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 206622 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41954 members 
Mstep: Class 15 contains 93346 members 
Mstep: Class 16 contains 25019 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 19837 members 
Mstep: Class 21 contains 19292 members 
Mstep: Class 23 contains 10462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718600.000000 Penalty: 67921.164062
Iteration 250Q: 22 clusters Score -5.77186e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9516 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 19667 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 206639 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41935 members 
Mstep: Class 15 contains 93357 members 
Mstep: Class 16 contains 25021 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 19839 members 
Mstep: Class 21 contains 19285 members 
Mstep: Class 23 contains 10461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718580.000000 Penalty: 67921.164062
Iteration 251Q: 22 clusters Score -5.771858e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9517 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6398 members 
Mstep: Class 10 contains 19668 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 206665 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41907 members 
Mstep: Class 15 contains 93364 members 
Mstep: Class 16 contains 25024 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 19840 members 
Mstep: Class 21 contains 19275 members 
Mstep: Class 23 contains 10461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718572.000000 Penalty: 67921.164062
Iteration 252Q: 22 clusters Score -5.771857e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9517 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6397 members 
Mstep: Class 10 contains 19670 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 206704 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41878 members 
Mstep: Class 15 contains 93368 members 
Mstep: Class 16 contains 25025 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 19839 members 
Mstep: Class 21 contains 19261 members 
Mstep: Class 23 contains 10460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718544.000000 Penalty: 67921.164062
Iteration 253Q: 22 clusters Score -5.771854e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9518 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6397 members 
Mstep: Class 10 contains 19671 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 206739 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41845 members 
Mstep: Class 15 contains 93369 members 
Mstep: Class 16 contains 25026 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 19839 members 
Mstep: Class 21 contains 19255 members 
Mstep: Class 23 contains 10460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718560.000000 Penalty: 67921.164062
Iteration 254Q: 22 clusters Score -5.771856e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9518 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6398 members 
Mstep: Class 10 contains 19671 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 206772 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41817 members 
Mstep: Class 15 contains 93368 members 
Mstep: Class 16 contains 25028 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 19837 members 
Mstep: Class 21 contains 19250 members 
Mstep: Class 23 contains 10460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718544.000000 Penalty: 67921.164062
Iteration 255Q: 22 clusters Score -5.771854e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9516 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6398 members 
Mstep: Class 10 contains 19671 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 206803 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41789 members 
Mstep: Class 15 contains 93371 members 
Mstep: Class 16 contains 25027 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 19836 members 
Mstep: Class 21 contains 19248 members 
Mstep: Class 23 contains 10460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718560.000000 Penalty: 67921.164062
Iteration 256Q: 22 clusters Score -5.771856e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9517 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6400 members 
Mstep: Class 10 contains 19674 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 206836 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41753 members 
Mstep: Class 15 contains 93375 members 
Mstep: Class 16 contains 25026 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 19837 members 
Mstep: Class 21 contains 19242 members 
Mstep: Class 23 contains 10459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718476.000000 Penalty: 67921.164062
Iteration 257Q: 22 clusters Score -5.771848e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9514 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6400 members 
Mstep: Class 10 contains 19679 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 206856 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41719 members 
Mstep: Class 15 contains 93386 members 
Mstep: Class 16 contains 25026 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 19838 members 
Mstep: Class 21 contains 19241 members 
Mstep: Class 23 contains 10460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718496.000000 Penalty: 67921.164062
Iteration 258Q: 22 clusters Score -5.77185e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9511 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 19678 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 206872 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41704 members 
Mstep: Class 15 contains 93396 members 
Mstep: Class 16 contains 25023 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 19838 members 
Mstep: Class 21 contains 19239 members 
Mstep: Class 23 contains 10459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718496.000000 Penalty: 67921.164062
Iteration 259Q: 22 clusters Score -5.77185e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9510 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6400 members 
Mstep: Class 10 contains 19678 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 206899 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41679 members 
Mstep: Class 15 contains 93399 members 
Mstep: Class 16 contains 25020 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 19838 members 
Mstep: Class 21 contains 19238 members 
Mstep: Class 23 contains 10458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718468.000000 Penalty: 67921.164062
Iteration 260F: 22 clusters Score -5.771847e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9505 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6400 members 
Mstep: Class 10 contains 19677 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 206935 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41650 members 
Mstep: Class 15 contains 93402 members 
Mstep: Class 16 contains 25015 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 19838 members 
Mstep: Class 21 contains 19238 members 
Mstep: Class 23 contains 10459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718428.000000 Penalty: 67921.164062
Iteration 261Q: 22 clusters Score -5.771843e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9505 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6404 members 
Mstep: Class 10 contains 19677 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 206959 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41625 members 
Mstep: Class 15 contains 93402 members 
Mstep: Class 16 contains 25012 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 19839 members 
Mstep: Class 21 contains 19236 members 
Mstep: Class 23 contains 10460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718432.000000 Penalty: 67921.164062
Iteration 262Q: 22 clusters Score -5.771843e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9503 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6407 members 
Mstep: Class 10 contains 19677 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 206997 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41592 members 
Mstep: Class 15 contains 93406 members 
Mstep: Class 16 contains 25007 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 19840 members 
Mstep: Class 21 contains 19233 members 
Mstep: Class 23 contains 10457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718388.000000 Penalty: 67921.164062
Iteration 263Q: 22 clusters Score -5.771839e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9499 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6406 members 
Mstep: Class 10 contains 19680 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207024 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41564 members 
Mstep: Class 15 contains 93413 members 
Mstep: Class 16 contains 25007 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 19841 members 
Mstep: Class 21 contains 19229 members 
Mstep: Class 23 contains 10456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718344.000000 Penalty: 67921.164062
Iteration 264Q: 22 clusters Score -5.771834e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9497 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6405 members 
Mstep: Class 10 contains 19681 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207042 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41538 members 
Mstep: Class 15 contains 93417 members 
Mstep: Class 16 contains 25013 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 19843 members 
Mstep: Class 21 contains 19227 members 
Mstep: Class 23 contains 10456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718300.000000 Penalty: 67921.164062
Iteration 265Q: 22 clusters Score -5.77183e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9492 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6404 members 
Mstep: Class 10 contains 19682 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207071 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41511 members 
Mstep: Class 15 contains 93421 members 
Mstep: Class 16 contains 25014 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 19848 members 
Mstep: Class 21 contains 19221 members 
Mstep: Class 23 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718312.000000 Penalty: 67921.164062
Iteration 266Q: 22 clusters Score -5.771831e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9487 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6404 members 
Mstep: Class 10 contains 19682 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207094 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41491 members 
Mstep: Class 15 contains 93427 members 
Mstep: Class 16 contains 25013 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 19852 members 
Mstep: Class 21 contains 19215 members 
Mstep: Class 23 contains 10454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718296.000000 Penalty: 67921.164062
Iteration 267Q: 22 clusters Score -5.77183e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9487 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6404 members 
Mstep: Class 10 contains 19683 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207109 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41477 members 
Mstep: Class 15 contains 93432 members 
Mstep: Class 16 contains 25013 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 19852 members 
Mstep: Class 21 contains 19208 members 
Mstep: Class 23 contains 10454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718304.000000 Penalty: 67921.164062
Iteration 268Q: 22 clusters Score -5.77183e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9489 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6403 members 
Mstep: Class 10 contains 19681 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207118 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41469 members 
Mstep: Class 15 contains 93435 members 
Mstep: Class 16 contains 25013 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 19855 members 
Mstep: Class 21 contains 19203 members 
Mstep: Class 23 contains 10453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718280.000000 Penalty: 67921.164062
Iteration 269Q: 22 clusters Score -5.771828e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9485 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6403 members 
Mstep: Class 10 contains 19681 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207136 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41455 members 
Mstep: Class 15 contains 93438 members 
Mstep: Class 16 contains 25014 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 19857 members 
Mstep: Class 21 contains 19195 members 
Mstep: Class 23 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718296.000000 Penalty: 67921.164062
Iteration 270Q: 22 clusters Score -5.77183e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9480 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6403 members 
Mstep: Class 10 contains 19681 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207152 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41445 members 
Mstep: Class 15 contains 93437 members 
Mstep: Class 16 contains 25014 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 19859 members 
Mstep: Class 21 contains 19193 members 
Mstep: Class 23 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718292.000000 Penalty: 67921.164062
Iteration 271Q: 22 clusters Score -5.771829e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9474 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6403 members 
Mstep: Class 10 contains 19682 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207167 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41425 members 
Mstep: Class 15 contains 93442 members 
Mstep: Class 16 contains 25018 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 19861 members 
Mstep: Class 21 contains 19193 members 
Mstep: Class 23 contains 10454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718284.000000 Penalty: 67921.164062
Iteration 272Q: 22 clusters Score -5.771828e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9470 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6404 members 
Mstep: Class 10 contains 19684 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207181 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41408 members 
Mstep: Class 15 contains 93448 members 
Mstep: Class 16 contains 25018 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 19862 members 
Mstep: Class 21 contains 19191 members 
Mstep: Class 23 contains 10453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718252.000000 Penalty: 67921.164062
Iteration 273Q: 22 clusters Score -5.771825e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9469 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6403 members 
Mstep: Class 10 contains 19684 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207193 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41392 members 
Mstep: Class 15 contains 93457 members 
Mstep: Class 16 contains 25019 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 19863 members 
Mstep: Class 21 contains 19187 members 
Mstep: Class 23 contains 10452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718284.000000 Penalty: 67921.164062
Iteration 274Q: 22 clusters Score -5.771828e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9469 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6403 members 
Mstep: Class 10 contains 19685 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207204 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41369 members 
Mstep: Class 15 contains 93467 members 
Mstep: Class 16 contains 25020 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 19862 members 
Mstep: Class 21 contains 19189 members 
Mstep: Class 23 contains 10451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718236.000000 Penalty: 67921.164062
Iteration 275Q: 22 clusters Score -5.771824e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9471 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6404 members 
Mstep: Class 10 contains 19686 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207206 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41358 members 
Mstep: Class 15 contains 93471 members 
Mstep: Class 16 contains 25020 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 19864 members 
Mstep: Class 21 contains 19189 members 
Mstep: Class 23 contains 10450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718244.000000 Penalty: 67921.164062
Iteration 276Q: 22 clusters Score -5.771824e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9470 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6405 members 
Mstep: Class 10 contains 19685 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207214 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41344 members 
Mstep: Class 15 contains 93473 members 
Mstep: Class 16 contains 25024 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 19865 members 
Mstep: Class 21 contains 19188 members 
Mstep: Class 23 contains 10451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718232.000000 Penalty: 67921.164062
Iteration 277Q: 22 clusters Score -5.771823e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9470 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6403 members 
Mstep: Class 10 contains 19684 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207222 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41329 members 
Mstep: Class 15 contains 93476 members 
Mstep: Class 16 contains 25028 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1682 members 
Mstep: Class 19 contains 19866 members 
Mstep: Class 21 contains 19189 members 
Mstep: Class 23 contains 10451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718204.000000 Penalty: 67921.164062
Iteration 278Q: 22 clusters Score -5.77182e+07 nChanged 38
Entering ConstructFrom: 
Score: -57718204.000000 Penalty: 67921.164062
Entering ConstructFrom: 
Trying to split cluster 1 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -48784.449219 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -48784.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -47372.703125 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -47372.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -47572.785156 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -47572.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -47616.222656 Penalty: 2995.966309
	Iteration 2Q: 3 clusters Score -47616.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -47654.878906 Penalty: 2995.966309
	Iteration 3Q: 3 clusters Score -47654.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -47690.566406 Penalty: 2995.966309
	Iteration 4Q: 3 clusters Score -47690.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -47725.742188 Penalty: 2995.966309
	Iteration 5Q: 3 clusters Score -47725.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -47742.199219 Penalty: 2995.966309
	Iteration 6Q: 3 clusters Score -47742.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -47769.250000 Penalty: 2995.966309
	Iteration 7Q: 3 clusters Score -47769.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -47775.753906 Penalty: 2995.966309
	Iteration 8Q: 3 clusters Score -47775.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -47788.605469 Penalty: 2995.966309
	Iteration 9Q: 3 clusters Score -47788.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -47795.449219 Penalty: 2995.966309
	Iteration 10Q: 3 clusters Score -47795.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -47796.808594 Penalty: 2995.966309
	Iteration 11Q: 3 clusters Score -47796.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -47796.808594 Penalty: 2995.966309
	Iteration 12F: 3 clusters Score -47796.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -59214.046875 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -59214.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -57680.996094 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -57681 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -57979.093750 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -57979.09 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -58200.445312 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -58200.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -58319.851562 Penalty: 3115.076416
	Iteration 3F: 3 clusters Score -58319.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -58414.964844 Penalty: 3115.076416
	Iteration 4Q: 3 clusters Score -58414.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -58654.156250 Penalty: 3115.076416
	Iteration 5F: 3 clusters Score -58654.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -58914.390625 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -58914.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -59038.921875 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -59038.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -59111.222656 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -59111.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -59183.027344 Penalty: 3115.076416
	Iteration 9Q: 3 clusters Score -59183.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -59238.628906 Penalty: 3115.076416
	Iteration 10Q: 3 clusters Score -59238.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -59241.683594 Penalty: 3115.076416
	Iteration 11Q: 3 clusters Score -59241.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -59241.683594 Penalty: 3115.076416
	Iteration 12F: 3 clusters Score -59241.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 375 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9469 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6400 members 
Mstep: Class 10 contains 19681 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207232 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41317 members 
Mstep: Class 15 contains 93478 members 
Mstep: Class 16 contains 25029 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1682 members 
Mstep: Class 19 contains 19869 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 19190 members 
Mstep: Class 23 contains 10453 members 
Entering Unmasked Estep 
Score: -57716528.000000 Penalty: 71155.500000
Splitting cluster 2 changes total score from -57718204.000000 to -57716528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Entering Unmasked Estep 
Score: -69079.179688 Penalty: 1611.200195
	Iteration 0F: 2 clusters Score -69079.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -67473.171875 Penalty: 3222.400391
	Iteration 0F: 3 clusters Score -67473.17 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -67770.203125 Penalty: 3222.400391
	Iteration 1F: 3 clusters Score -67770.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -67866.468750 Penalty: 3222.400391
	Iteration 2F: 3 clusters Score -67866.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -67946.585938 Penalty: 3222.400391
	Iteration 3Q: 3 clusters Score -67946.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -67996.500000 Penalty: 3222.400391
	Iteration 4Q: 3 clusters Score -67996.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -68037.781250 Penalty: 3222.400391
	Iteration 5Q: 3 clusters Score -68037.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -68052.460938 Penalty: 3222.400391
	Iteration 6Q: 3 clusters Score -68052.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -68066.156250 Penalty: 3222.400391
	Iteration 7Q: 3 clusters Score -68066.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -68074.250000 Penalty: 3222.400391
	Iteration 8Q: 3 clusters Score -68074.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -68081.421875 Penalty: 3222.400391
	Iteration 9Q: 3 clusters Score -68081.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -68090.562500 Penalty: 3222.400391
	Iteration 10Q: 3 clusters Score -68090.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -68096.890625 Penalty: 3222.400391
	Iteration 11Q: 3 clusters Score -68096.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -68108.804688 Penalty: 3222.400391
	Iteration 12Q: 3 clusters Score -68108.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -68121.250000 Penalty: 3222.400391
	Iteration 13Q: 3 clusters Score -68121.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -68125.421875 Penalty: 3222.400391
	Iteration 14Q: 3 clusters Score -68125.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -68131.601562 Penalty: 3222.400391
	Iteration 15Q: 3 clusters Score -68131.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -68135.718750 Penalty: 3222.400391
	Iteration 16Q: 3 clusters Score -68135.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -68140.117188 Penalty: 3222.400391
	Iteration 17Q: 3 clusters Score -68140.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -68146.507812 Penalty: 3222.400391
	Iteration 18Q: 3 clusters Score -68146.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -68146.507812 Penalty: 3222.400391
	Iteration 19F: 3 clusters Score -68146.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Entering Unmasked Estep 
Score: -161256.765625 Penalty: 1775.504395
	Iteration 0F: 2 clusters Score -161256.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -159091.515625 Penalty: 3551.008789
	Iteration 0F: 3 clusters Score -159091.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -159391.921875 Penalty: 3551.008789
	Iteration 1F: 3 clusters Score -159391.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -159470.921875 Penalty: 3551.008789
	Iteration 2F: 3 clusters Score -159470.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -159513.218750 Penalty: 3551.008789
	Iteration 3Q: 3 clusters Score -159513.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -159553.671875 Penalty: 3551.008789
	Iteration 4Q: 3 clusters Score -159553.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -159577.734375 Penalty: 3551.008789
	Iteration 5Q: 3 clusters Score -159577.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -159592.515625 Penalty: 3551.008789
	Iteration 6Q: 3 clusters Score -159592.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -159607.562500 Penalty: 3551.008789
	Iteration 7Q: 3 clusters Score -159607.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -159615.531250 Penalty: 3551.008789
	Iteration 8Q: 3 clusters Score -159615.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -159621.984375 Penalty: 3551.008789
	Iteration 9Q: 3 clusters Score -159622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -159629.125000 Penalty: 3551.008789
	Iteration 10Q: 3 clusters Score -159629.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -159638.281250 Penalty: 3551.008789
	Iteration 11Q: 3 clusters Score -159638.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -159650.609375 Penalty: 3551.008789
	Iteration 12Q: 3 clusters Score -159650.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -159657.656250 Penalty: 3551.008789
	Iteration 13Q: 3 clusters Score -159657.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -159659.281250 Penalty: 3551.008789
	Iteration 14Q: 3 clusters Score -159659.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -159663.406250 Penalty: 3551.008789
	Iteration 15Q: 3 clusters Score -159663.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -159666.562500 Penalty: 3551.008789
	Iteration 16Q: 3 clusters Score -159666.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -159671.328125 Penalty: 3551.008789
	Iteration 17Q: 3 clusters Score -159671.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -159679.828125 Penalty: 3551.008789
	Iteration 18Q: 3 clusters Score -159679.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -159691.281250 Penalty: 3551.008789
	Iteration 19Q: 3 clusters Score -159691.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -159700.046875 Penalty: 3551.008789
	Iteration 20F: 3 clusters Score -159700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -159708.859375 Penalty: 3551.008789
	Iteration 21Q: 3 clusters Score -159708.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -159711.843750 Penalty: 3551.008789
	Iteration 22Q: 3 clusters Score -159711.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -159714.781250 Penalty: 3551.008789
	Iteration 23Q: 3 clusters Score -159714.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -159715.562500 Penalty: 3551.008789
	Iteration 24Q: 3 clusters Score -159715.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -159716.281250 Penalty: 3551.008789
	Iteration 25Q: 3 clusters Score -159716.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -159716.281250 Penalty: 3551.008789
	Iteration 26F: 3 clusters Score -159716.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -78274.523438 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -78274.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76586.687500 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -76586.69 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -76794.789062 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -76794.79 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -76863.054688 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -76863.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -76885.742188 Penalty: 3199.433350
	Iteration 3Q: 3 clusters Score -76885.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -76907.359375 Penalty: 3199.433350
	Iteration 4Q: 3 clusters Score -76907.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -76917.703125 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -76917.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -76924.140625 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -76924.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -76924.140625 Penalty: 3199.433350
	Iteration 7F: 3 clusters Score -76924.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -45203.906250 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -45203.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43867.773438 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -43867.77 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -44088.781250 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -44088.78 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -44176.949219 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -44176.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -44231.183594 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -44231.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -44344.441406 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -44344.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -44494.339844 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -44494.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -44612.335938 Penalty: 2993.598877
	Iteration 6F: 3 clusters Score -44612.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -44804.460938 Penalty: 2993.598877
	Iteration 7F: 3 clusters Score -44804.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -44894.539062 Penalty: 2993.598877
	Iteration 8F: 3 clusters Score -44894.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -44952.570312 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -44952.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -44965.988281 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -44965.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -44969.250000 Penalty: 2993.598877
	Iteration 11Q: 3 clusters Score -44969.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -44969.250000 Penalty: 2993.598877
	Iteration 12F: 3 clusters Score -44969.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Entering Unmasked Estep 
Score: -1224294.625000 Penalty: 2270.633057
	Iteration 0F: 2 clusters Score -1224295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1216985.500000 Penalty: 4541.266113
	Iteration 0F: 3 clusters Score -1216986 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1218962.250000 Penalty: 4541.266113
	Iteration 1F: 3 clusters Score -1218962 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1219231.000000 Penalty: 4541.266113
	Iteration 2F: 3 clusters Score -1219231 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1219403.375000 Penalty: 4541.266113
	Iteration 3Q: 3 clusters Score -1219403 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1219534.000000 Penalty: 4541.266113
	Iteration 4Q: 3 clusters Score -1219534 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1219641.000000 Penalty: 4541.266113
	Iteration 5Q: 3 clusters Score -1219641 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1219723.000000 Penalty: 4541.266113
	Iteration 6Q: 3 clusters Score -1219723 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1219803.250000 Penalty: 4541.266113
	Iteration 7Q: 3 clusters Score -1219803 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1219871.875000 Penalty: 4541.266113
	Iteration 8Q: 3 clusters Score -1219872 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1219920.125000 Penalty: 4541.266113
	Iteration 9Q: 3 clusters Score -1219920 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1219971.500000 Penalty: 4541.266113
	Iteration 10Q: 3 clusters Score -1219972 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1220023.250000 Penalty: 4541.266113
	Iteration 11Q: 3 clusters Score -1220023 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1220073.750000 Penalty: 4541.266113
	Iteration 12Q: 3 clusters Score -1220074 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1220132.000000 Penalty: 4541.266113
	Iteration 13Q: 3 clusters Score -1220132 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1220201.375000 Penalty: 4541.266113
	Iteration 14Q: 3 clusters Score -1220201 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1220267.625000 Penalty: 4541.266113
	Iteration 15Q: 3 clusters Score -1220268 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1220344.000000 Penalty: 4541.266113
	Iteration 16Q: 3 clusters Score -1220344 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1220454.500000 Penalty: 4541.266113
	Iteration 17Q: 3 clusters Score -1220454 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1220593.750000 Penalty: 4541.266113
	Iteration 18Q: 3 clusters Score -1220594 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1220723.000000 Penalty: 4541.266113
	Iteration 19Q: 3 clusters Score -1220723 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1220856.625000 Penalty: 4541.266113
	Iteration 20F: 3 clusters Score -1220857 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1221024.625000 Penalty: 4541.266113
	Iteration 21Q: 3 clusters Score -1221025 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1221213.875000 Penalty: 4541.266113
	Iteration 22Q: 3 clusters Score -1221214 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1221384.250000 Penalty: 4541.266113
	Iteration 23Q: 3 clusters Score -1221384 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1221537.000000 Penalty: 4541.266113
	Iteration 24Q: 3 clusters Score -1221537 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1221675.125000 Penalty: 4541.266113
	Iteration 25Q: 3 clusters Score -1221675 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1221795.500000 Penalty: 4541.266113
	Iteration 26Q: 3 clusters Score -1221796 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1221898.625000 Penalty: 4541.266113
	Iteration 27Q: 3 clusters Score -1221899 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1221984.250000 Penalty: 4541.266113
	Iteration 28Q: 3 clusters Score -1221984 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1222053.000000 Penalty: 4541.266113
	Iteration 29Q: 3 clusters Score -1222053 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1222112.875000 Penalty: 4541.266113
	Iteration 30Q: 3 clusters Score -1222113 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1222158.875000 Penalty: 4541.266113
	Iteration 31Q: 3 clusters Score -1222159 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1222192.000000 Penalty: 4541.266113
	Iteration 32Q: 3 clusters Score -1222192 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1222220.125000 Penalty: 4541.266113
	Iteration 33Q: 3 clusters Score -1222220 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1222240.250000 Penalty: 4541.266113
	Iteration 34Q: 3 clusters Score -1222240 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1222255.000000 Penalty: 4541.266113
	Iteration 35Q: 3 clusters Score -1222255 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1222262.125000 Penalty: 4541.266113
	Iteration 36Q: 3 clusters Score -1222262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1222272.750000 Penalty: 4541.266113
	Iteration 37Q: 3 clusters Score -1222273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1222278.875000 Penalty: 4541.266113
	Iteration 38Q: 3 clusters Score -1222279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1222284.250000 Penalty: 4541.266113
	Iteration 39Q: 3 clusters Score -1222284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1222286.375000 Penalty: 4541.266113
	Iteration 40F: 3 clusters Score -1222286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1222287.250000 Penalty: 4541.266113
	Iteration 41Q: 3 clusters Score -1222287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1222291.375000 Penalty: 4541.266113
	Iteration 42Q: 3 clusters Score -1222291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1222295.625000 Penalty: 4541.266113
	Iteration 43Q: 3 clusters Score -1222296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1222301.375000 Penalty: 4541.266113
	Iteration 44Q: 3 clusters Score -1222301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1222304.625000 Penalty: 4541.266113
	Iteration 45Q: 3 clusters Score -1222305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1222308.250000 Penalty: 4541.266113
	Iteration 46Q: 3 clusters Score -1222308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1222309.000000 Penalty: 4541.266113
	Iteration 47Q: 3 clusters Score -1222309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1222310.750000 Penalty: 4541.266113
	Iteration 48Q: 3 clusters Score -1222311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1222311.375000 Penalty: 4541.266113
	Iteration 49Q: 3 clusters Score -1222311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1222311.750000 Penalty: 4541.266113
	Iteration 50Q: 3 clusters Score -1222312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1222310.875000 Penalty: 4541.266113
	Iteration 51Q: 3 clusters Score -1222311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1222311.375000 Penalty: 4541.266113
	Iteration 52Q: 3 clusters Score -1222311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1222315.125000 Penalty: 4541.266113
	Iteration 53Q: 3 clusters Score -1222315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1222314.375000 Penalty: 4541.266113
	Iteration 54Q: 3 clusters Score -1222314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1222316.750000 Penalty: 4541.266113
	Iteration 55Q: 3 clusters Score -1222317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1222318.000000 Penalty: 4541.266113
	Iteration 56Q: 3 clusters Score -1222318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1222319.375000 Penalty: 4541.266113
	Iteration 57Q: 3 clusters Score -1222319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1222319.375000 Penalty: 4541.266113
	Iteration 58F: 3 clusters Score -1222319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Entering Unmasked Estep 
Score: -178625.265625 Penalty: 1800.086304
	Iteration 0F: 2 clusters Score -178625.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -176374.156250 Penalty: 3600.172607
	Iteration 0F: 3 clusters Score -176374.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -176702.203125 Penalty: 3600.172607
	Iteration 1F: 3 clusters Score -176702.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -176824.359375 Penalty: 3600.172607
	Iteration 2F: 3 clusters Score -176824.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -176918.156250 Penalty: 3600.172607
	Iteration 3Q: 3 clusters Score -176918.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -176982.765625 Penalty: 3600.172607
	Iteration 4Q: 3 clusters Score -176982.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -177019.093750 Penalty: 3600.172607
	Iteration 5Q: 3 clusters Score -177019.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -177060.765625 Penalty: 3600.172607
	Iteration 6Q: 3 clusters Score -177060.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -177097.546875 Penalty: 3600.172607
	Iteration 7Q: 3 clusters Score -177097.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -177127.531250 Penalty: 3600.172607
	Iteration 8Q: 3 clusters Score -177127.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -177143.703125 Penalty: 3600.172607
	Iteration 9Q: 3 clusters Score -177143.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -177161.390625 Penalty: 3600.172607
	Iteration 10Q: 3 clusters Score -177161.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -177175.328125 Penalty: 3600.172607
	Iteration 11Q: 3 clusters Score -177175.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -177180.484375 Penalty: 3600.172607
	Iteration 12Q: 3 clusters Score -177180.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -177181.171875 Penalty: 3600.172607
	Iteration 13Q: 3 clusters Score -177181.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -177181.171875 Penalty: 3600.172607
	Iteration 14F: 3 clusters Score -177181.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Entering Unmasked Estep 
Score: -816427.812500 Penalty: 2173.485352
	Iteration 0F: 2 clusters Score -816427.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -811015.875000 Penalty: 4346.970703
	Iteration 0F: 3 clusters Score -811015.9 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -812410.562500 Penalty: 4346.970703
	Iteration 1F: 3 clusters Score -812410.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -812678.687500 Penalty: 4346.970703
	Iteration 2F: 3 clusters Score -812678.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -812868.500000 Penalty: 4346.970703
	Iteration 3F: 3 clusters Score -812868.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -813009.625000 Penalty: 4346.970703
	Iteration 4Q: 3 clusters Score -813009.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -813136.062500 Penalty: 4346.970703
	Iteration 5Q: 3 clusters Score -813136.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -813241.812500 Penalty: 4346.970703
	Iteration 6Q: 3 clusters Score -813241.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -813370.500000 Penalty: 4346.970703
	Iteration 7Q: 3 clusters Score -813370.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -813520.062500 Penalty: 4346.970703
	Iteration 8Q: 3 clusters Score -813520.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -813680.937500 Penalty: 4346.970703
	Iteration 9Q: 3 clusters Score -813680.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -813820.562500 Penalty: 4346.970703
	Iteration 10Q: 3 clusters Score -813820.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -813956.375000 Penalty: 4346.970703
	Iteration 11Q: 3 clusters Score -813956.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -814068.375000 Penalty: 4346.970703
	Iteration 12Q: 3 clusters Score -814068.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -814172.750000 Penalty: 4346.970703
	Iteration 13Q: 3 clusters Score -814172.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -814268.687500 Penalty: 4346.970703
	Iteration 14Q: 3 clusters Score -814268.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -814352.625000 Penalty: 4346.970703
	Iteration 15Q: 3 clusters Score -814352.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -814441.750000 Penalty: 4346.970703
	Iteration 16Q: 3 clusters Score -814441.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -814500.875000 Penalty: 4346.970703
	Iteration 17Q: 3 clusters Score -814500.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -814538.000000 Penalty: 4346.970703
	Iteration 18Q: 3 clusters Score -814538 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -814570.062500 Penalty: 4346.970703
	Iteration 19Q: 3 clusters Score -814570.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -814592.125000 Penalty: 4346.970703
	Iteration 20F: 3 clusters Score -814592.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -814602.500000 Penalty: 4346.970703
	Iteration 21Q: 3 clusters Score -814602.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -814607.000000 Penalty: 4346.970703
	Iteration 22Q: 3 clusters Score -814607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -814609.812500 Penalty: 4346.970703
	Iteration 23Q: 3 clusters Score -814609.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -814611.687500 Penalty: 4346.970703
	Iteration 24Q: 3 clusters Score -814611.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -814619.812500 Penalty: 4346.970703
	Iteration 25Q: 3 clusters Score -814619.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -814622.812500 Penalty: 4346.970703
	Iteration 26Q: 3 clusters Score -814622.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -814624.562500 Penalty: 4346.970703
	Iteration 27Q: 3 clusters Score -814624.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -814626.125000 Penalty: 4346.970703
	Iteration 28Q: 3 clusters Score -814626.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -814628.000000 Penalty: 4346.970703
	Iteration 29Q: 3 clusters Score -814628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -814630.375000 Penalty: 4346.970703
	Iteration 30Q: 3 clusters Score -814630.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -814630.187500 Penalty: 4346.970703
	Iteration 31Q: 3 clusters Score -814630.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -814631.125000 Penalty: 4346.970703
	Iteration 32Q: 3 clusters Score -814631.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -814632.187500 Penalty: 4346.970703
	Iteration 33Q: 3 clusters Score -814632.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -814632.187500 Penalty: 4346.970703
	Iteration 34F: 3 clusters Score -814632.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Entering Unmasked Estep 
Score: -2551150.250000 Penalty: 2452.077393
	Iteration 0F: 2 clusters Score -2551150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -2537283.750000 Penalty: 4904.154785
	Iteration 0F: 3 clusters Score -2537284 nChanged 8614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -2541880.250000 Penalty: 4904.154785
	Iteration 1F: 3 clusters Score -2541880 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -2542213.500000 Penalty: 4904.154785
	Iteration 2F: 3 clusters Score -2542214 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2542494.000000 Penalty: 4904.154785
	Iteration 3Q: 3 clusters Score -2542494 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -2542731.500000 Penalty: 4904.154785
	Iteration 4Q: 3 clusters Score -2542732 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2543000.500000 Penalty: 4904.154785
	Iteration 5Q: 3 clusters Score -2543000 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -2543290.250000 Penalty: 4904.154785
	Iteration 6Q: 3 clusters Score -2543290 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -2543704.250000 Penalty: 4904.154785
	Iteration 7Q: 3 clusters Score -2543704 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2544339.000000 Penalty: 4904.154785
	Iteration 8F: 3 clusters Score -2544339 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -2545136.500000 Penalty: 4904.154785
	Iteration 9F: 3 clusters Score -2545136 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -2546077.500000 Penalty: 4904.154785
	Iteration 10F: 3 clusters Score -2546078 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -2546968.250000 Penalty: 4904.154785
	Iteration 11F: 3 clusters Score -2546968 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -2547656.250000 Penalty: 4904.154785
	Iteration 12Q: 3 clusters Score -2547656 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -2548158.500000 Penalty: 4904.154785
	Iteration 13Q: 3 clusters Score -2548158 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -2548450.000000 Penalty: 4904.154785
	Iteration 14Q: 3 clusters Score -2548450 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -2548606.000000 Penalty: 4904.154785
	Iteration 15Q: 3 clusters Score -2548606 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -2548707.500000 Penalty: 4904.154785
	Iteration 16Q: 3 clusters Score -2548708 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -2548792.750000 Penalty: 4904.154785
	Iteration 17Q: 3 clusters Score -2548793 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -2548837.500000 Penalty: 4904.154785
	Iteration 18Q: 3 clusters Score -2548838 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -2548869.500000 Penalty: 4904.154785
	Iteration 19Q: 3 clusters Score -2548870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -2548892.000000 Penalty: 4904.154785
	Iteration 20F: 3 clusters Score -2548892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -2548911.750000 Penalty: 4904.154785
	Iteration 21Q: 3 clusters Score -2548912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -2548926.500000 Penalty: 4904.154785
	Iteration 22Q: 3 clusters Score -2548926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -2548937.250000 Penalty: 4904.154785
	Iteration 23Q: 3 clusters Score -2548937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -2548948.250000 Penalty: 4904.154785
	Iteration 24Q: 3 clusters Score -2548948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -2548956.000000 Penalty: 4904.154785
	Iteration 25Q: 3 clusters Score -2548956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -2548958.750000 Penalty: 4904.154785
	Iteration 26Q: 3 clusters Score -2548959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -2548960.750000 Penalty: 4904.154785
	Iteration 27Q: 3 clusters Score -2548961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -2548965.000000 Penalty: 4904.154785
	Iteration 28Q: 3 clusters Score -2548965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -2548971.000000 Penalty: 4904.154785
	Iteration 29Q: 3 clusters Score -2548971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -2548971.750000 Penalty: 4904.154785
	Iteration 30Q: 3 clusters Score -2548972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -2548973.250000 Penalty: 4904.154785
	Iteration 31Q: 3 clusters Score -2548973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -2548983.000000 Penalty: 4904.154785
	Iteration 32Q: 3 clusters Score -2548983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -2548987.500000 Penalty: 4904.154785
	Iteration 33Q: 3 clusters Score -2548988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -2548991.500000 Penalty: 4904.154785
	Iteration 34Q: 3 clusters Score -2548992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -2549001.500000 Penalty: 4904.154785
	Iteration 35Q: 3 clusters Score -2549002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -2549008.000000 Penalty: 4904.154785
	Iteration 36Q: 3 clusters Score -2549008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -2549012.000000 Penalty: 4904.154785
	Iteration 37Q: 3 clusters Score -2549012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -2549013.500000 Penalty: 4904.154785
	Iteration 38Q: 3 clusters Score -2549014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -2549014.000000 Penalty: 4904.154785
	Iteration 39Q: 3 clusters Score -2549014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -2549015.000000 Penalty: 4904.154785
	Iteration 40F: 3 clusters Score -2549015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -28302.169922 Penalty: 1397.427734
	Iteration 0F: 2 clusters Score -28302.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27075.226562 Penalty: 2794.855469
	Iteration 0F: 3 clusters Score -27075.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -27198.992188 Penalty: 2794.855469
	Iteration 1F: 3 clusters Score -27198.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -27251.599609 Penalty: 2794.855469
	Iteration 2Q: 3 clusters Score -27251.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -27284.216797 Penalty: 2794.855469
	Iteration 3Q: 3 clusters Score -27284.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -27314.621094 Penalty: 2794.855469
	Iteration 4Q: 3 clusters Score -27314.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -27354.921875 Penalty: 2794.855469
	Iteration 5Q: 3 clusters Score -27354.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -27374.023438 Penalty: 2794.855469
	Iteration 6Q: 3 clusters Score -27374.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -27460.708984 Penalty: 2794.855469
	Iteration 7Q: 3 clusters Score -27460.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -27571.562500 Penalty: 2794.855469
	Iteration 8Q: 3 clusters Score -27571.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -27619.554688 Penalty: 2794.855469
	Iteration 9Q: 3 clusters Score -27619.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -27645.404297 Penalty: 2794.855469
	Iteration 10Q: 3 clusters Score -27645.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -27645.404297 Penalty: 2794.855469
	Iteration 11F: 3 clusters Score -27645.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (207232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207232 members 
Entering Unmasked Estep 
Score: -26179370.000000 Penalty: 3035.915283
	Iteration 0F: 2 clusters Score -2.617937e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103871 members 
Mstep: Class 2 contains 103361 members 
Entering Unmasked Estep 
Score: -26045322.000000 Penalty: 6071.830566
	Iteration 0F: 3 clusters Score -2.604532e+07 nChanged 99579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109466 members 
Mstep: Class 2 contains 97766 members 
Entering Unmasked Estep 
Score: -26103428.000000 Penalty: 6071.830566
	Iteration 1F: 3 clusters Score -2.610343e+07 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112862 members 
Mstep: Class 2 contains 94370 members 
Entering Unmasked Estep 
Score: -26105234.000000 Penalty: 6071.830566
	Iteration 2Q: 3 clusters Score -2.610523e+07 nChanged 7877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118165 members 
Mstep: Class 2 contains 89067 members 
Entering Unmasked Estep 
Score: -26107776.000000 Penalty: 6071.830566
	Iteration 3Q: 3 clusters Score -2.610778e+07 nChanged 10080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126325 members 
Mstep: Class 2 contains 80907 members 
Entering Unmasked Estep 
Score: -26112738.000000 Penalty: 6071.830566
	Iteration 4Q: 3 clusters Score -2.611274e+07 nChanged 13093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138190 members 
Mstep: Class 2 contains 69042 members 
Entering Unmasked Estep 
Score: -26121364.000000 Penalty: 6071.830566
	Iteration 5F: 3 clusters Score -2.612136e+07 nChanged 16024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153454 members 
Mstep: Class 2 contains 53778 members 
Entering Unmasked Estep 
Score: -26134016.000000 Penalty: 6071.830566
	Iteration 6F: 3 clusters Score -2.613402e+07 nChanged 16717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169763 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -26149606.000000 Penalty: 6071.830566
	Iteration 7F: 3 clusters Score -2.614961e+07 nChanged 13602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183091 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -26162682.000000 Penalty: 6071.830566
	Iteration 8F: 3 clusters Score -2.616268e+07 nChanged 8860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191723 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -26170356.000000 Penalty: 6071.830566
	Iteration 9Q: 3 clusters Score -2.617036e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196591 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -26174230.000000 Penalty: 6071.830566
	Iteration 10Q: 3 clusters Score -2.617423e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199304 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -26176062.000000 Penalty: 6071.830566
	Iteration 11Q: 3 clusters Score -2.617606e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200934 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -26176840.000000 Penalty: 6071.830566
	Iteration 12Q: 3 clusters Score -2.617684e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202091 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -26177230.000000 Penalty: 6071.830566
	Iteration 13Q: 3 clusters Score -2.617723e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202896 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -26177436.000000 Penalty: 6071.830566
	Iteration 14Q: 3 clusters Score -2.617744e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203488 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -26177516.000000 Penalty: 6071.830566
	Iteration 15Q: 3 clusters Score -2.617752e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203912 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -26177664.000000 Penalty: 6071.830566
	Iteration 16Q: 3 clusters Score -2.617766e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204205 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -26177760.000000 Penalty: 6071.830566
	Iteration 17Q: 3 clusters Score -2.617776e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204414 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -26177790.000000 Penalty: 6071.830566
	Iteration 18Q: 3 clusters Score -2.617779e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204565 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -26177798.000000 Penalty: 6071.830566
	Iteration 19Q: 3 clusters Score -2.61778e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204697 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -26177892.000000 Penalty: 6071.830566
	Iteration 20F: 3 clusters Score -2.617789e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204810 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -26177948.000000 Penalty: 6071.830566
	Iteration 21Q: 3 clusters Score -2.617795e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204896 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -26177918.000000 Penalty: 6071.830566
	Iteration 22Q: 3 clusters Score -2.617792e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204977 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -26177904.000000 Penalty: 6071.830566
	Iteration 23Q: 3 clusters Score -2.61779e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205044 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -26177896.000000 Penalty: 6071.830566
	Iteration 24Q: 3 clusters Score -2.61779e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205082 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -26177894.000000 Penalty: 6071.830566
	Iteration 25Q: 3 clusters Score -2.617789e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205103 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -26177908.000000 Penalty: 6071.830566
	Iteration 26Q: 3 clusters Score -2.617791e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205132 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -26177898.000000 Penalty: 6071.830566
	Iteration 27Q: 3 clusters Score -2.61779e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205158 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -26177910.000000 Penalty: 6071.830566
	Iteration 28Q: 3 clusters Score -2.617791e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205177 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -26177914.000000 Penalty: 6071.830566
	Iteration 29Q: 3 clusters Score -2.617791e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205189 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -26177922.000000 Penalty: 6071.830566
	Iteration 30Q: 3 clusters Score -2.617792e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205200 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -26177910.000000 Penalty: 6071.830566
	Iteration 31Q: 3 clusters Score -2.617791e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205213 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -26177918.000000 Penalty: 6071.830566
	Iteration 32Q: 3 clusters Score -2.617792e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205220 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -26177902.000000 Penalty: 6071.830566
	Iteration 33Q: 3 clusters Score -2.61779e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205228 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -26177906.000000 Penalty: 6071.830566
	Iteration 34Q: 3 clusters Score -2.617791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205235 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -26177918.000000 Penalty: 6071.830566
	Iteration 35Q: 3 clusters Score -2.617792e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205247 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -26177930.000000 Penalty: 6071.830566
	Iteration 36Q: 3 clusters Score -2.617793e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205255 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -26177948.000000 Penalty: 6071.830566
	Iteration 37Q: 3 clusters Score -2.617795e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205266 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -26177926.000000 Penalty: 6071.830566
	Iteration 38Q: 3 clusters Score -2.617793e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205274 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -26177934.000000 Penalty: 6071.830566
	Iteration 39Q: 3 clusters Score -2.617793e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205281 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -26177940.000000 Penalty: 6071.830566
	Iteration 40F: 3 clusters Score -2.617794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205281 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -26177936.000000 Penalty: 6071.830566
	Iteration 41Q: 3 clusters Score -2.617794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205283 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -26177940.000000 Penalty: 6071.830566
	Iteration 42Q: 3 clusters Score -2.617794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205286 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -26177948.000000 Penalty: 6071.830566
	Iteration 43Q: 3 clusters Score -2.617795e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205289 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -26177940.000000 Penalty: 6071.830566
	Iteration 44Q: 3 clusters Score -2.617794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205292 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -26177934.000000 Penalty: 6071.830566
	Iteration 45Q: 3 clusters Score -2.617793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205294 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -26177936.000000 Penalty: 6071.830566
	Iteration 46Q: 3 clusters Score -2.617794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205298 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -26177940.000000 Penalty: 6071.830566
	Iteration 47Q: 3 clusters Score -2.617794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205301 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -26177940.000000 Penalty: 6071.830566
	Iteration 48Q: 3 clusters Score -2.617794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205305 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -26177934.000000 Penalty: 6071.830566
	Iteration 49Q: 3 clusters Score -2.617793e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205308 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -26177912.000000 Penalty: 6071.830566
	Iteration 50Q: 3 clusters Score -2.617791e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205312 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -26177904.000000 Penalty: 6071.830566
	Iteration 51Q: 3 clusters Score -2.61779e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205312 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -26177916.000000 Penalty: 6071.830566
	Iteration 52Q: 3 clusters Score -2.617792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205313 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -26177910.000000 Penalty: 6071.830566
	Iteration 53Q: 3 clusters Score -2.617791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205314 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -26177912.000000 Penalty: 6071.830566
	Iteration 54Q: 3 clusters Score -2.617791e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205314 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -26177912.000000 Penalty: 6071.830566
	Iteration 55F: 3 clusters Score -2.617791e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -79269.164062 Penalty: 1631.654297
	Iteration 0F: 2 clusters Score -79269.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -77572.476562 Penalty: 3263.308594
	Iteration 0F: 3 clusters Score -77572.48 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -77813.390625 Penalty: 3263.308594
	Iteration 1F: 3 clusters Score -77813.39 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -77889.851562 Penalty: 3263.308594
	Iteration 2F: 3 clusters Score -77889.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -77937.656250 Penalty: 3263.308594
	Iteration 3Q: 3 clusters Score -77937.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -77988.968750 Penalty: 3263.308594
	Iteration 4Q: 3 clusters Score -77988.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -78092.945312 Penalty: 3263.308594
	Iteration 5Q: 3 clusters Score -78092.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -78372.476562 Penalty: 3263.308594
	Iteration 6Q: 3 clusters Score -78372.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -78480.929688 Penalty: 3263.308594
	Iteration 7Q: 3 clusters Score -78480.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -78528.898438 Penalty: 3263.308594
	Iteration 8Q: 3 clusters Score -78528.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -78599.554688 Penalty: 3263.308594
	Iteration 9Q: 3 clusters Score -78599.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -78631.828125 Penalty: 3263.308594
	Iteration 10Q: 3 clusters Score -78631.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -78680.437500 Penalty: 3263.308594
	Iteration 11Q: 3 clusters Score -78680.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -78717.710938 Penalty: 3263.308594
	Iteration 12Q: 3 clusters Score -78717.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -78743.648438 Penalty: 3263.308594
	Iteration 13Q: 3 clusters Score -78743.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -78782.898438 Penalty: 3263.308594
	Iteration 14Q: 3 clusters Score -78782.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -78816.734375 Penalty: 3263.308594
	Iteration 15Q: 3 clusters Score -78816.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -78866.992188 Penalty: 3263.308594
	Iteration 16Q: 3 clusters Score -78866.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -78888.906250 Penalty: 3263.308594
	Iteration 17Q: 3 clusters Score -78888.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -78905.218750 Penalty: 3263.308594
	Iteration 18Q: 3 clusters Score -78905.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -78926.500000 Penalty: 3263.308594
	Iteration 19Q: 3 clusters Score -78926.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -78946.125000 Penalty: 3263.308594
	Iteration 20F: 3 clusters Score -78946.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -78963.125000 Penalty: 3263.308594
	Iteration 21Q: 3 clusters Score -78963.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -78988.695312 Penalty: 3263.308594
	Iteration 22Q: 3 clusters Score -78988.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -79017.976562 Penalty: 3263.308594
	Iteration 23Q: 3 clusters Score -79017.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -79036.679688 Penalty: 3263.308594
	Iteration 24Q: 3 clusters Score -79036.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -79043.226562 Penalty: 3263.308594
	Iteration 25Q: 3 clusters Score -79043.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -79043.226562 Penalty: 3263.308594
	Iteration 26F: 3 clusters Score -79043.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Entering Unmasked Estep 
Score: -5287584.000000 Penalty: 2635.999268
	Iteration 0F: 2 clusters Score -5287584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -5259481.000000 Penalty: 5271.998535
	Iteration 0F: 3 clusters Score -5259481 nChanged 18957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -5270237.500000 Penalty: 5271.998535
	Iteration 1F: 3 clusters Score -5270238 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -5271124.000000 Penalty: 5271.998535
	Iteration 2Q: 3 clusters Score -5271124 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -5272169.500000 Penalty: 5271.998535
	Iteration 3F: 3 clusters Score -5272170 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -5273400.000000 Penalty: 5271.998535
	Iteration 4F: 3 clusters Score -5273400 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -5274842.500000 Penalty: 5271.998535
	Iteration 5F: 3 clusters Score -5274842 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -5276480.500000 Penalty: 5271.998535
	Iteration 6F: 3 clusters Score -5276480 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
Score: -5278293.500000 Penalty: 5271.998535
	Iteration 7F: 3 clusters Score -5278294 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -5280235.500000 Penalty: 5271.998535
	Iteration 8F: 3 clusters Score -5280236 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -5281914.500000 Penalty: 5271.998535
	Iteration 9Q: 3 clusters Score -5281914 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -5283132.000000 Penalty: 5271.998535
	Iteration 10Q: 3 clusters Score -5283132 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -5283849.000000 Penalty: 5271.998535
	Iteration 11Q: 3 clusters Score -5283849 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -5284255.500000 Penalty: 5271.998535
	Iteration 12Q: 3 clusters Score -5284256 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -5284501.500000 Penalty: 5271.998535
	Iteration 13Q: 3 clusters Score -5284502 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -5284712.500000 Penalty: 5271.998535
	Iteration 14Q: 3 clusters Score -5284712 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -5284840.500000 Penalty: 5271.998535
	Iteration 15Q: 3 clusters Score -5284840 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -5284988.000000 Penalty: 5271.998535
	Iteration 16Q: 3 clusters Score -5284988 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -5285107.500000 Penalty: 5271.998535
	Iteration 17Q: 3 clusters Score -5285108 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
Score: -5285208.500000 Penalty: 5271.998535
	Iteration 18Q: 3 clusters Score -5285208 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -5285269.500000 Penalty: 5271.998535
	Iteration 19Q: 3 clusters Score -5285270 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -5285351.500000 Penalty: 5271.998535
	Iteration 20F: 3 clusters Score -5285352 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -5285440.500000 Penalty: 5271.998535
	Iteration 21Q: 3 clusters Score -5285440 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -5285487.500000 Penalty: 5271.998535
	Iteration 22Q: 3 clusters Score -5285488 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 37713 members 
Entering Unmasked Estep 
Score: -5285502.000000 Penalty: 5271.998535
	Iteration 23Q: 3 clusters Score -5285502 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 37799 members 
Entering Unmasked Estep 
Score: -5285533.500000 Penalty: 5271.998535
	Iteration 24Q: 3 clusters Score -5285534 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
Score: -5285551.000000 Penalty: 5271.998535
	Iteration 25Q: 3 clusters Score -5285551 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -5285567.500000 Penalty: 5271.998535
	Iteration 26Q: 3 clusters Score -5285568 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -5285584.000000 Penalty: 5271.998535
	Iteration 27Q: 3 clusters Score -5285584 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -5285605.000000 Penalty: 5271.998535
	Iteration 28Q: 3 clusters Score -5285605 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -5285618.000000 Penalty: 5271.998535
	Iteration 29Q: 3 clusters Score -5285618 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -5285630.500000 Penalty: 5271.998535
	Iteration 30Q: 3 clusters Score -5285630 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -5285642.000000 Penalty: 5271.998535
	Iteration 31Q: 3 clusters Score -5285642 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 38236 members 
Entering Unmasked Estep 
Score: -5285654.500000 Penalty: 5271.998535
	Iteration 32Q: 3 clusters Score -5285654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 38258 members 
Entering Unmasked Estep 
Score: -5285657.500000 Penalty: 5271.998535
	Iteration 33Q: 3 clusters Score -5285658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -5285677.000000 Penalty: 5271.998535
	Iteration 34Q: 3 clusters Score -5285677 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 38289 members 
Entering Unmasked Estep 
Score: -5285680.000000 Penalty: 5271.998535
	Iteration 35Q: 3 clusters Score -5285680 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -5285686.500000 Penalty: 5271.998535
	Iteration 36Q: 3 clusters Score -5285686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -5285695.000000 Penalty: 5271.998535
	Iteration 37Q: 3 clusters Score -5285695 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -5285699.000000 Penalty: 5271.998535
	Iteration 38Q: 3 clusters Score -5285699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 38356 members 
Entering Unmasked Estep 
Score: -5285695.500000 Penalty: 5271.998535
	Iteration 39Q: 3 clusters Score -5285696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 38365 members 
Entering Unmasked Estep 
Score: -5285704.000000 Penalty: 5271.998535
	Iteration 40F: 3 clusters Score -5285704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 38369 members 
Entering Unmasked Estep 
Score: -5285701.500000 Penalty: 5271.998535
	Iteration 41Q: 3 clusters Score -5285702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 38373 members 
Entering Unmasked Estep 
Score: -5285705.500000 Penalty: 5271.998535
	Iteration 42Q: 3 clusters Score -5285706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 38385 members 
Entering Unmasked Estep 
Score: -5285713.000000 Penalty: 5271.998535
	Iteration 43Q: 3 clusters Score -5285713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 38393 members 
Entering Unmasked Estep 
Score: -5285708.000000 Penalty: 5271.998535
	Iteration 44Q: 3 clusters Score -5285708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
Score: -5285704.500000 Penalty: 5271.998535
	Iteration 45Q: 3 clusters Score -5285704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -5285707.500000 Penalty: 5271.998535
	Iteration 46Q: 3 clusters Score -5285708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -5285702.000000 Penalty: 5271.998535
	Iteration 47Q: 3 clusters Score -5285702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 38410 members 
Entering Unmasked Estep 
Score: -5285704.000000 Penalty: 5271.998535
	Iteration 48Q: 3 clusters Score -5285704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -5285705.500000 Penalty: 5271.998535
	Iteration 49Q: 3 clusters Score -5285706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 38416 members 
Entering Unmasked Estep 
Score: -5285699.500000 Penalty: 5271.998535
	Iteration 50Q: 3 clusters Score -5285700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 38417 members 
Entering Unmasked Estep 
Score: -5285694.500000 Penalty: 5271.998535
	Iteration 51Q: 3 clusters Score -5285694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -5285696.000000 Penalty: 5271.998535
	Iteration 52Q: 3 clusters Score -5285696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -5285696.000000 Penalty: 5271.998535
	Iteration 53Q: 3 clusters Score -5285696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -5285697.500000 Penalty: 5271.998535
	Iteration 54Q: 3 clusters Score -5285698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -5285695.000000 Penalty: 5271.998535
	Iteration 55Q: 3 clusters Score -5285695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -5285696.500000 Penalty: 5271.998535
	Iteration 56Q: 3 clusters Score -5285696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
Score: -5285697.000000 Penalty: 5271.998535
	Iteration 57Q: 3 clusters Score -5285697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -5285696.000000 Penalty: 5271.998535
	Iteration 58Q: 3 clusters Score -5285696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -5285696.000000 Penalty: 5271.998535
	Iteration 59F: 3 clusters Score -5285696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (93478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93478 members 
Entering Unmasked Estep 
Score: -12022076.000000 Penalty: 2838.479248
	Iteration 0F: 2 clusters Score -1.202208e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47012 members 
Mstep: Class 2 contains 46466 members 
Entering Unmasked Estep 
Score: -11959259.000000 Penalty: 5676.958496
	Iteration 0F: 3 clusters Score -1.195926e+07 nChanged 44238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50208 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
Score: -11984901.000000 Penalty: 5676.958496
	Iteration 1F: 3 clusters Score -1.19849e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52110 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -11985710.000000 Penalty: 5676.958496
	Iteration 2Q: 3 clusters Score -1.198571e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55017 members 
Mstep: Class 2 contains 38461 members 
Entering Unmasked Estep 
Score: -11986984.000000 Penalty: 5676.958496
	Iteration 3Q: 3 clusters Score -1.198698e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59292 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -11989238.000000 Penalty: 5676.958496
	Iteration 4Q: 3 clusters Score -1.198924e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65347 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -11993160.000000 Penalty: 5676.958496
	Iteration 5F: 3 clusters Score -1.199316e+07 nChanged 7879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73210 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -11999537.000000 Penalty: 5676.958496
	Iteration 6F: 3 clusters Score -1.199954e+07 nChanged 8536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81746 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -12007670.000000 Penalty: 5676.958496
	Iteration 7F: 3 clusters Score -1.200767e+07 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88553 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -12014684.000000 Penalty: 5676.958496
	Iteration 8F: 3 clusters Score -1.201468e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91989 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -12018079.000000 Penalty: 5676.958496
	Iteration 9Q: 3 clusters Score -1.201808e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92990 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -12019038.000000 Penalty: 5676.958496
	Iteration 10Q: 3 clusters Score -1.201904e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93228 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -12019323.000000 Penalty: 5676.958496
	Iteration 11Q: 3 clusters Score -1.201932e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93280 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -12019441.000000 Penalty: 5676.958496
	Iteration 12Q: 3 clusters Score -1.201944e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93301 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -12019490.000000 Penalty: 5676.958496
	Iteration 13Q: 3 clusters Score -1.201949e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93307 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -12019503.000000 Penalty: 5676.958496
	Iteration 14Q: 3 clusters Score -1.20195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93308 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -12019511.000000 Penalty: 5676.958496
	Iteration 15Q: 3 clusters Score -1.201951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93308 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -12019515.000000 Penalty: 5676.958496
	Iteration 16Q: 3 clusters Score -1.201952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93313 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -12019530.000000 Penalty: 5676.958496
	Iteration 17Q: 3 clusters Score -1.201953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93313 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -12019536.000000 Penalty: 5676.958496
	Iteration 18Q: 3 clusters Score -1.201954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93314 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -12019542.000000 Penalty: 5676.958496
	Iteration 19Q: 3 clusters Score -1.201954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93315 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -12019541.000000 Penalty: 5676.958496
	Iteration 20F: 3 clusters Score -1.201954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93315 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -12019541.000000 Penalty: 5676.958496
	Iteration 21Q: 3 clusters Score -1.201954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93316 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -12019546.000000 Penalty: 5676.958496
	Iteration 22Q: 3 clusters Score -1.201955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93318 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -12019554.000000 Penalty: 5676.958496
	Iteration 23Q: 3 clusters Score -1.201955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93321 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12019565.000000 Penalty: 5676.958496
	Iteration 24Q: 3 clusters Score -1.201956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93323 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -12019570.000000 Penalty: 5676.958496
	Iteration 25Q: 3 clusters Score -1.201957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93322 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12019566.000000 Penalty: 5676.958496
	Iteration 26Q: 3 clusters Score -1.201957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93323 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -12019571.000000 Penalty: 5676.958496
	Iteration 27Q: 3 clusters Score -1.201957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93324 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12019577.000000 Penalty: 5676.958496
	Iteration 28Q: 3 clusters Score -1.201958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93326 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12019580.000000 Penalty: 5676.958496
	Iteration 29Q: 3 clusters Score -1.201958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93326 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12019580.000000 Penalty: 5676.958496
	Iteration 30F: 3 clusters Score -1.201958e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Entering Unmasked Estep 
Score: -3229419.750000 Penalty: 2511.692139
	Iteration 0F: 2 clusters Score -3229420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -3211966.500000 Penalty: 5023.384277
	Iteration 0F: 3 clusters Score -3211966 nChanged 11213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -3217894.750000 Penalty: 5023.384277
	Iteration 1F: 3 clusters Score -3217895 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -3218315.750000 Penalty: 5023.384277
	Iteration 2F: 3 clusters Score -3218316 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -3218671.500000 Penalty: 5023.384277
	Iteration 3Q: 3 clusters Score -3218672 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -3219037.250000 Penalty: 5023.384277
	Iteration 4Q: 3 clusters Score -3219037 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -3219430.000000 Penalty: 5023.384277
	Iteration 5Q: 3 clusters Score -3219430 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -3219862.750000 Penalty: 5023.384277
	Iteration 6Q: 3 clusters Score -3219863 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -3220396.500000 Penalty: 5023.384277
	Iteration 7Q: 3 clusters Score -3220396 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -3221080.000000 Penalty: 5023.384277
	Iteration 8Q: 3 clusters Score -3221080 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -3221862.750000 Penalty: 5023.384277
	Iteration 9Q: 3 clusters Score -3221863 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -3222752.250000 Penalty: 5023.384277
	Iteration 10F: 3 clusters Score -3222752 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -3223622.750000 Penalty: 5023.384277
	Iteration 11Q: 3 clusters Score -3223623 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -3224334.250000 Penalty: 5023.384277
	Iteration 12Q: 3 clusters Score -3224334 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -3224850.750000 Penalty: 5023.384277
	Iteration 13Q: 3 clusters Score -3224851 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -3225125.750000 Penalty: 5023.384277
	Iteration 14Q: 3 clusters Score -3225126 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -3225313.500000 Penalty: 5023.384277
	Iteration 15Q: 3 clusters Score -3225314 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -3225440.500000 Penalty: 5023.384277
	Iteration 16Q: 3 clusters Score -3225440 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -3225548.000000 Penalty: 5023.384277
	Iteration 17Q: 3 clusters Score -3225548 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -3225638.500000 Penalty: 5023.384277
	Iteration 18Q: 3 clusters Score -3225638 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -3225734.750000 Penalty: 5023.384277
	Iteration 19Q: 3 clusters Score -3225735 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -3225816.000000 Penalty: 5023.384277
	Iteration 20F: 3 clusters Score -3225816 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -3225866.500000 Penalty: 5023.384277
	Iteration 21Q: 3 clusters Score -3225866 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -3225922.250000 Penalty: 5023.384277
	Iteration 22Q: 3 clusters Score -3225922 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -3225976.750000 Penalty: 5023.384277
	Iteration 23Q: 3 clusters Score -3225977 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -3226026.000000 Penalty: 5023.384277
	Iteration 24Q: 3 clusters Score -3226026 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -3226077.500000 Penalty: 5023.384277
	Iteration 25Q: 3 clusters Score -3226078 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -3226130.000000 Penalty: 5023.384277
	Iteration 26Q: 3 clusters Score -3226130 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -3226201.250000 Penalty: 5023.384277
	Iteration 27Q: 3 clusters Score -3226201 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -3226265.000000 Penalty: 5023.384277
	Iteration 28Q: 3 clusters Score -3226265 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -3226327.500000 Penalty: 5023.384277
	Iteration 29Q: 3 clusters Score -3226328 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -3226397.000000 Penalty: 5023.384277
	Iteration 30Q: 3 clusters Score -3226397 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -3226449.500000 Penalty: 5023.384277
	Iteration 31Q: 3 clusters Score -3226450 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -3226487.000000 Penalty: 5023.384277
	Iteration 32Q: 3 clusters Score -3226487 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -3226533.250000 Penalty: 5023.384277
	Iteration 33Q: 3 clusters Score -3226533 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -3226562.000000 Penalty: 5023.384277
	Iteration 34Q: 3 clusters Score -3226562 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -3226588.250000 Penalty: 5023.384277
	Iteration 35Q: 3 clusters Score -3226588 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -3226614.000000 Penalty: 5023.384277
	Iteration 36Q: 3 clusters Score -3226614 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -3226631.000000 Penalty: 5023.384277
	Iteration 37Q: 3 clusters Score -3226631 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -3226661.750000 Penalty: 5023.384277
	Iteration 38Q: 3 clusters Score -3226662 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -3226690.500000 Penalty: 5023.384277
	Iteration 39Q: 3 clusters Score -3226690 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -3226723.250000 Penalty: 5023.384277
	Iteration 40F: 3 clusters Score -3226723 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -3226785.000000 Penalty: 5023.384277
	Iteration 41Q: 3 clusters Score -3226785 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -3226819.750000 Penalty: 5023.384277
	Iteration 42Q: 3 clusters Score -3226820 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -3226869.000000 Penalty: 5023.384277
	Iteration 43Q: 3 clusters Score -3226869 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -3226913.000000 Penalty: 5023.384277
	Iteration 44Q: 3 clusters Score -3226913 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -3226942.000000 Penalty: 5023.384277
	Iteration 45Q: 3 clusters Score -3226942 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -3226971.750000 Penalty: 5023.384277
	Iteration 46Q: 3 clusters Score -3226972 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -3227010.250000 Penalty: 5023.384277
	Iteration 47Q: 3 clusters Score -3227010 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -3227040.000000 Penalty: 5023.384277
	Iteration 48Q: 3 clusters Score -3227040 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -3227071.250000 Penalty: 5023.384277
	Iteration 49Q: 3 clusters Score -3227071 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -3227116.500000 Penalty: 5023.384277
	Iteration 50Q: 3 clusters Score -3227116 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -3227166.500000 Penalty: 5023.384277
	Iteration 51Q: 3 clusters Score -3227166 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -3227210.500000 Penalty: 5023.384277
	Iteration 52Q: 3 clusters Score -3227210 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -3227238.000000 Penalty: 5023.384277
	Iteration 53Q: 3 clusters Score -3227238 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -3227249.750000 Penalty: 5023.384277
	Iteration 54Q: 3 clusters Score -3227250 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -3227274.250000 Penalty: 5023.384277
	Iteration 55Q: 3 clusters Score -3227274 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -3227292.500000 Penalty: 5023.384277
	Iteration 56Q: 3 clusters Score -3227292 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -3227321.750000 Penalty: 5023.384277
	Iteration 57Q: 3 clusters Score -3227322 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -3227342.500000 Penalty: 5023.384277
	Iteration 58Q: 3 clusters Score -3227342 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -3227350.750000 Penalty: 5023.384277
	Iteration 59Q: 3 clusters Score -3227351 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -3227370.500000 Penalty: 5023.384277
	Iteration 60F: 3 clusters Score -3227370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -3227373.750000 Penalty: 5023.384277
	Iteration 61Q: 3 clusters Score -3227374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -3227381.250000 Penalty: 5023.384277
	Iteration 62Q: 3 clusters Score -3227381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -3227380.500000 Penalty: 5023.384277
	Iteration 63Q: 3 clusters Score -3227380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -3227389.000000 Penalty: 5023.384277
	Iteration 64Q: 3 clusters Score -3227389 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -3227391.000000 Penalty: 5023.384277
	Iteration 65Q: 3 clusters Score -3227391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -3227393.750000 Penalty: 5023.384277
	Iteration 66Q: 3 clusters Score -3227394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -3227397.250000 Penalty: 5023.384277
	Iteration 67Q: 3 clusters Score -3227397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -3227396.250000 Penalty: 5023.384277
	Iteration 68Q: 3 clusters Score -3227396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -3227395.750000 Penalty: 5023.384277
	Iteration 69Q: 3 clusters Score -3227396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -3227400.750000 Penalty: 5023.384277
	Iteration 70Q: 3 clusters Score -3227401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -3227401.000000 Penalty: 5023.384277
	Iteration 71Q: 3 clusters Score -3227401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -3227396.250000 Penalty: 5023.384277
	Iteration 72Q: 3 clusters Score -3227396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -3227398.500000 Penalty: 5023.384277
	Iteration 73Q: 3 clusters Score -3227398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -3227399.000000 Penalty: 5023.384277
	Iteration 74Q: 3 clusters Score -3227399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -3227401.000000 Penalty: 5023.384277
	Iteration 75Q: 3 clusters Score -3227401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -3227398.500000 Penalty: 5023.384277
	Iteration 76Q: 3 clusters Score -3227398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -3227401.750000 Penalty: 5023.384277
	Iteration 77Q: 3 clusters Score -3227402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -3227401.500000 Penalty: 5023.384277
	Iteration 78Q: 3 clusters Score -3227402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -3227403.250000 Penalty: 5023.384277
	Iteration 79Q: 3 clusters Score -3227403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -3227401.250000 Penalty: 5023.384277
	Iteration 80F: 3 clusters Score -3227401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -3227401.500000 Penalty: 5023.384277
	Iteration 81Q: 3 clusters Score -3227402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -3227401.500000 Penalty: 5023.384277
	Iteration 82F: 3 clusters Score -3227402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -28459.183594 Penalty: 1377.133911
	Iteration 0F: 2 clusters Score -28459.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27253.607422 Penalty: 2754.267822
	Iteration 0F: 3 clusters Score -27253.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -27325.689453 Penalty: 2754.267822
	Iteration 1F: 3 clusters Score -27325.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27341.408203 Penalty: 2754.267822
	Iteration 2Q: 3 clusters Score -27341.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27348.298828 Penalty: 2754.267822
	Iteration 3Q: 3 clusters Score -27348.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27358.376953 Penalty: 2754.267822
	Iteration 4Q: 3 clusters Score -27358.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27358.376953 Penalty: 2754.267822
	Iteration 5F: 3 clusters Score -27358.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Entering Unmasked Estep 
Score: -204761.281250 Penalty: 1842.079224
	Iteration 0F: 2 clusters Score -204761.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -202356.093750 Penalty: 3684.158447
	Iteration 0F: 3 clusters Score -202356.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -202828.546875 Penalty: 3684.158447
	Iteration 1F: 3 clusters Score -202828.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -203005.187500 Penalty: 3684.158447
	Iteration 2F: 3 clusters Score -203005.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -203122.093750 Penalty: 3684.158447
	Iteration 3F: 3 clusters Score -203122.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -203193.671875 Penalty: 3684.158447
	Iteration 4Q: 3 clusters Score -203193.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -203236.484375 Penalty: 3684.158447
	Iteration 5Q: 3 clusters Score -203236.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -203255.765625 Penalty: 3684.158447
	Iteration 6Q: 3 clusters Score -203255.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -203280.781250 Penalty: 3684.158447
	Iteration 7Q: 3 clusters Score -203280.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -203301.312500 Penalty: 3684.158447
	Iteration 8Q: 3 clusters Score -203301.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -203313.609375 Penalty: 3684.158447
	Iteration 9Q: 3 clusters Score -203313.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -203323.984375 Penalty: 3684.158447
	Iteration 10Q: 3 clusters Score -203324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -203326.734375 Penalty: 3684.158447
	Iteration 11Q: 3 clusters Score -203326.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -203328.093750 Penalty: 3684.158447
	Iteration 12Q: 3 clusters Score -203328.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -203330.531250 Penalty: 3684.158447
	Iteration 13Q: 3 clusters Score -203330.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -203331.828125 Penalty: 3684.158447
	Iteration 14Q: 3 clusters Score -203331.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -203332.890625 Penalty: 3684.158447
	Iteration 15Q: 3 clusters Score -203332.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -203333.609375 Penalty: 3684.158447
	Iteration 16Q: 3 clusters Score -203333.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -203333.609375 Penalty: 3684.158447
	Iteration 17F: 3 clusters Score -203333.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Entering Unmasked Estep 
Score: -2477566.000000 Penalty: 2454.435303
	Iteration 0F: 2 clusters Score -2477566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -2463582.250000 Penalty: 4908.870605
	Iteration 0F: 3 clusters Score -2463582 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2468155.750000 Penalty: 4908.870605
	Iteration 1F: 3 clusters Score -2468156 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -2468447.750000 Penalty: 4908.870605
	Iteration 2Q: 3 clusters Score -2468448 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2468708.750000 Penalty: 4908.870605
	Iteration 3Q: 3 clusters Score -2468709 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2468886.000000 Penalty: 4908.870605
	Iteration 4Q: 3 clusters Score -2468886 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2469087.500000 Penalty: 4908.870605
	Iteration 5Q: 3 clusters Score -2469088 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -2469287.000000 Penalty: 4908.870605
	Iteration 6Q: 3 clusters Score -2469287 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -2469495.000000 Penalty: 4908.870605
	Iteration 7Q: 3 clusters Score -2469495 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -2469757.750000 Penalty: 4908.870605
	Iteration 8Q: 3 clusters Score -2469758 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2470170.000000 Penalty: 4908.870605
	Iteration 9Q: 3 clusters Score -2470170 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -2470710.750000 Penalty: 4908.870605
	Iteration 10Q: 3 clusters Score -2470711 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -2471537.500000 Penalty: 4908.870605
	Iteration 11F: 3 clusters Score -2471538 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2472584.000000 Penalty: 4908.870605
	Iteration 12F: 3 clusters Score -2472584 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2473651.750000 Penalty: 4908.870605
	Iteration 13F: 3 clusters Score -2473652 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2474464.750000 Penalty: 4908.870605
	Iteration 14Q: 3 clusters Score -2474465 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2474934.500000 Penalty: 4908.870605
	Iteration 15Q: 3 clusters Score -2474934 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2475180.250000 Penalty: 4908.870605
	Iteration 16Q: 3 clusters Score -2475180 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2475309.000000 Penalty: 4908.870605
	Iteration 17Q: 3 clusters Score -2475309 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2475398.750000 Penalty: 4908.870605
	Iteration 18Q: 3 clusters Score -2475399 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2475443.000000 Penalty: 4908.870605
	Iteration 19Q: 3 clusters Score -2475443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2475472.000000 Penalty: 4908.870605
	Iteration 20F: 3 clusters Score -2475472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2475476.500000 Penalty: 4908.870605
	Iteration 21Q: 3 clusters Score -2475476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2475484.750000 Penalty: 4908.870605
	Iteration 22Q: 3 clusters Score -2475485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2475489.000000 Penalty: 4908.870605
	Iteration 23Q: 3 clusters Score -2475489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2475489.250000 Penalty: 4908.870605
	Iteration 24Q: 3 clusters Score -2475489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2475489.250000 Penalty: 4908.870605
	Iteration 25F: 3 clusters Score -2475489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Entering Unmasked Estep 
Score: -2468391.500000 Penalty: 2445.811768
	Iteration 0F: 2 clusters Score -2468392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -2454824.750000 Penalty: 4891.623535
	Iteration 0F: 3 clusters Score -2454825 nChanged 8405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -2459406.000000 Penalty: 4891.623535
	Iteration 1F: 3 clusters Score -2459406 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -2459820.000000 Penalty: 4891.623535
	Iteration 2F: 3 clusters Score -2459820 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2460146.000000 Penalty: 4891.623535
	Iteration 3Q: 3 clusters Score -2460146 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -2460478.000000 Penalty: 4891.623535
	Iteration 4Q: 3 clusters Score -2460478 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -2460820.750000 Penalty: 4891.623535
	Iteration 5Q: 3 clusters Score -2460821 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -2461260.250000 Penalty: 4891.623535
	Iteration 6Q: 3 clusters Score -2461260 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -2461853.000000 Penalty: 4891.623535
	Iteration 7Q: 3 clusters Score -2461853 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -2462599.750000 Penalty: 4891.623535
	Iteration 8F: 3 clusters Score -2462600 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -2463458.500000 Penalty: 4891.623535
	Iteration 9F: 3 clusters Score -2463458 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -2464307.250000 Penalty: 4891.623535
	Iteration 10F: 3 clusters Score -2464307 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -2464984.500000 Penalty: 4891.623535
	Iteration 11Q: 3 clusters Score -2464984 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -2465426.000000 Penalty: 4891.623535
	Iteration 12Q: 3 clusters Score -2465426 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -2465712.250000 Penalty: 4891.623535
	Iteration 13Q: 3 clusters Score -2465712 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -2465915.000000 Penalty: 4891.623535
	Iteration 14Q: 3 clusters Score -2465915 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -2466031.750000 Penalty: 4891.623535
	Iteration 15Q: 3 clusters Score -2466032 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -2466116.750000 Penalty: 4891.623535
	Iteration 16Q: 3 clusters Score -2466117 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -2466168.000000 Penalty: 4891.623535
	Iteration 17Q: 3 clusters Score -2466168 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -2466206.750000 Penalty: 4891.623535
	Iteration 18Q: 3 clusters Score -2466207 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -2466230.750000 Penalty: 4891.623535
	Iteration 19Q: 3 clusters Score -2466231 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -2466242.250000 Penalty: 4891.623535
	Iteration 20F: 3 clusters Score -2466242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -2466255.750000 Penalty: 4891.623535
	Iteration 21Q: 3 clusters Score -2466256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -2466265.000000 Penalty: 4891.623535
	Iteration 22Q: 3 clusters Score -2466265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -2466271.500000 Penalty: 4891.623535
	Iteration 23Q: 3 clusters Score -2466272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -2466275.250000 Penalty: 4891.623535
	Iteration 24Q: 3 clusters Score -2466275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -2466278.250000 Penalty: 4891.623535
	Iteration 25Q: 3 clusters Score -2466278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -2466285.250000 Penalty: 4891.623535
	Iteration 26Q: 3 clusters Score -2466285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -2466292.750000 Penalty: 4891.623535
	Iteration 27Q: 3 clusters Score -2466293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -2466300.750000 Penalty: 4891.623535
	Iteration 28Q: 3 clusters Score -2466301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -2466304.750000 Penalty: 4891.623535
	Iteration 29Q: 3 clusters Score -2466305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -2466307.250000 Penalty: 4891.623535
	Iteration 30Q: 3 clusters Score -2466307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2466310.000000 Penalty: 4891.623535
	Iteration 31Q: 3 clusters Score -2466310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -2466310.500000 Penalty: 4891.623535
	Iteration 32Q: 3 clusters Score -2466310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -2466310.750000 Penalty: 4891.623535
	Iteration 33Q: 3 clusters Score -2466311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -2466312.750000 Penalty: 4891.623535
	Iteration 34Q: 3 clusters Score -2466313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -2466312.750000 Penalty: 4891.623535
	Iteration 35F: 3 clusters Score -2466313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Entering Unmasked Estep 
Score: -1340740.625000 Penalty: 2295.151855
	Iteration 0F: 2 clusters Score -1340741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1332809.500000 Penalty: 4590.303711
	Iteration 0F: 3 clusters Score -1332810 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1335138.250000 Penalty: 4590.303711
	Iteration 1F: 3 clusters Score -1335138 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1335438.750000 Penalty: 4590.303711
	Iteration 2F: 3 clusters Score -1335439 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1335686.375000 Penalty: 4590.303711
	Iteration 3Q: 3 clusters Score -1335686 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1335922.875000 Penalty: 4590.303711
	Iteration 4Q: 3 clusters Score -1335923 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1336149.500000 Penalty: 4590.303711
	Iteration 5Q: 3 clusters Score -1336150 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1336415.250000 Penalty: 4590.303711
	Iteration 6Q: 3 clusters Score -1336415 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1336726.375000 Penalty: 4590.303711
	Iteration 7Q: 3 clusters Score -1336726 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1337080.000000 Penalty: 4590.303711
	Iteration 8Q: 3 clusters Score -1337080 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1337506.125000 Penalty: 4590.303711
	Iteration 9F: 3 clusters Score -1337506 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1337921.625000 Penalty: 4590.303711
	Iteration 10Q: 3 clusters Score -1337922 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1338312.250000 Penalty: 4590.303711
	Iteration 11Q: 3 clusters Score -1338312 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1338629.500000 Penalty: 4590.303711
	Iteration 12Q: 3 clusters Score -1338630 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1338851.250000 Penalty: 4590.303711
	Iteration 13Q: 3 clusters Score -1338851 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1338995.500000 Penalty: 4590.303711
	Iteration 14Q: 3 clusters Score -1338996 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1339090.000000 Penalty: 4590.303711
	Iteration 15Q: 3 clusters Score -1339090 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1339154.375000 Penalty: 4590.303711
	Iteration 16Q: 3 clusters Score -1339154 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1339199.500000 Penalty: 4590.303711
	Iteration 17Q: 3 clusters Score -1339200 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1339225.375000 Penalty: 4590.303711
	Iteration 18Q: 3 clusters Score -1339225 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1339246.750000 Penalty: 4590.303711
	Iteration 19Q: 3 clusters Score -1339247 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1339259.875000 Penalty: 4590.303711
	Iteration 20F: 3 clusters Score -1339260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1339270.250000 Penalty: 4590.303711
	Iteration 21Q: 3 clusters Score -1339270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1339279.000000 Penalty: 4590.303711
	Iteration 22Q: 3 clusters Score -1339279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1339278.625000 Penalty: 4590.303711
	Iteration 23Q: 3 clusters Score -1339279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1339275.625000 Penalty: 4590.303711
	Iteration 24Q: 3 clusters Score -1339276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1339279.250000 Penalty: 4590.303711
	Iteration 25Q: 3 clusters Score -1339279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1339279.125000 Penalty: 4590.303711
	Iteration 26Q: 3 clusters Score -1339279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1339279.250000 Penalty: 4590.303711
	Iteration 27Q: 3 clusters Score -1339279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1339283.625000 Penalty: 4590.303711
	Iteration 28Q: 3 clusters Score -1339284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1339284.250000 Penalty: 4590.303711
	Iteration 29Q: 3 clusters Score -1339284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1339283.375000 Penalty: 4590.303711
	Iteration 30Q: 3 clusters Score -1339283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1339284.875000 Penalty: 4590.303711
	Iteration 31Q: 3 clusters Score -1339285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1339286.250000 Penalty: 4590.303711
	Iteration 32Q: 3 clusters Score -1339286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1339286.250000 Penalty: 4590.303711
	Iteration 33Q: 3 clusters Score -1339286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1339285.000000 Penalty: 4590.303711
	Iteration 34Q: 3 clusters Score -1339285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1339285.375000 Penalty: 4590.303711
	Iteration 35Q: 3 clusters Score -1339285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1339288.875000 Penalty: 4590.303711
	Iteration 36Q: 3 clusters Score -1339289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1339286.625000 Penalty: 4590.303711
	Iteration 37Q: 3 clusters Score -1339287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1339286.625000 Penalty: 4590.303711
	Iteration 38F: 3 clusters Score -1339287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9469 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6400 members 
Mstep: Class 10 contains 19681 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207232 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41317 members 
Mstep: Class 15 contains 93478 members 
Mstep: Class 16 contains 25029 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1682 members 
Mstep: Class 19 contains 19869 members 
Mstep: Class 21 contains 19190 members 
Mstep: Class 23 contains 10453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718160.000000 Penalty: 67921.164062
Iteration 279Q: 22 clusters Score -5.771816e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9467 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6400 members 
Mstep: Class 10 contains 19682 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207238 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41309 members 
Mstep: Class 15 contains 93479 members 
Mstep: Class 16 contains 25030 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1682 members 
Mstep: Class 19 contains 19870 members 
Mstep: Class 21 contains 19190 members 
Mstep: Class 23 contains 10453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718176.000000 Penalty: 67921.164062
Iteration 280F: 22 clusters Score -5.771818e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9464 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6400 members 
Mstep: Class 10 contains 19684 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207247 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41294 members 
Mstep: Class 15 contains 93481 members 
Mstep: Class 16 contains 25034 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1682 members 
Mstep: Class 19 contains 19870 members 
Mstep: Class 21 contains 19191 members 
Mstep: Class 23 contains 10453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718188.000000 Penalty: 67921.164062
Iteration 281Q: 22 clusters Score -5.771819e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9464 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6400 members 
Mstep: Class 10 contains 19687 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207252 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41281 members 
Mstep: Class 15 contains 93482 members 
Mstep: Class 16 contains 25037 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1682 members 
Mstep: Class 19 contains 19870 members 
Mstep: Class 21 contains 19192 members 
Mstep: Class 23 contains 10453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718228.000000 Penalty: 67921.164062
Iteration 282Q: 22 clusters Score -5.771823e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9464 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6401 members 
Mstep: Class 10 contains 19688 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207266 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41265 members 
Mstep: Class 15 contains 93483 members 
Mstep: Class 16 contains 25036 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1682 members 
Mstep: Class 19 contains 19869 members 
Mstep: Class 21 contains 19193 members 
Mstep: Class 23 contains 10453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718180.000000 Penalty: 67921.164062
Iteration 283Q: 22 clusters Score -5.771818e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9463 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6403 members 
Mstep: Class 10 contains 19689 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207275 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41251 members 
Mstep: Class 15 contains 93485 members 
Mstep: Class 16 contains 25035 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1683 members 
Mstep: Class 19 contains 19869 members 
Mstep: Class 21 contains 19195 members 
Mstep: Class 23 contains 10453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718176.000000 Penalty: 67921.164062
Iteration 284Q: 22 clusters Score -5.771818e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9462 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6402 members 
Mstep: Class 10 contains 19688 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207284 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41238 members 
Mstep: Class 15 contains 93490 members 
Mstep: Class 16 contains 25034 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19870 members 
Mstep: Class 21 contains 19195 members 
Mstep: Class 23 contains 10454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718160.000000 Penalty: 67921.164062
Iteration 285Q: 22 clusters Score -5.771816e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9460 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6400 members 
Mstep: Class 10 contains 19689 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207299 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41223 members 
Mstep: Class 15 contains 93491 members 
Mstep: Class 16 contains 25036 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19870 members 
Mstep: Class 21 contains 19194 members 
Mstep: Class 23 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718208.000000 Penalty: 67921.164062
Iteration 286Q: 22 clusters Score -5.771821e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9459 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6402 members 
Mstep: Class 10 contains 19689 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207310 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41210 members 
Mstep: Class 15 contains 93493 members 
Mstep: Class 16 contains 25035 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19870 members 
Mstep: Class 21 contains 19194 members 
Mstep: Class 23 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718148.000000 Penalty: 67921.164062
Iteration 287Q: 22 clusters Score -5.771815e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9458 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6403 members 
Mstep: Class 10 contains 19689 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207316 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41198 members 
Mstep: Class 15 contains 93497 members 
Mstep: Class 16 contains 25036 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19870 members 
Mstep: Class 21 contains 19195 members 
Mstep: Class 23 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718132.000000 Penalty: 67921.164062
Iteration 288Q: 22 clusters Score -5.771813e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9458 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6404 members 
Mstep: Class 10 contains 19689 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207329 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41181 members 
Mstep: Class 15 contains 93498 members 
Mstep: Class 16 contains 25039 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19870 members 
Mstep: Class 21 contains 19194 members 
Mstep: Class 23 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718104.000000 Penalty: 67921.164062
Iteration 289Q: 22 clusters Score -5.77181e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9458 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6407 members 
Mstep: Class 10 contains 19689 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207334 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41168 members 
Mstep: Class 15 contains 93499 members 
Mstep: Class 16 contains 25040 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19870 members 
Mstep: Class 21 contains 19197 members 
Mstep: Class 23 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718092.000000 Penalty: 67921.164062
Iteration 290Q: 22 clusters Score -5.771809e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9458 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6407 members 
Mstep: Class 10 contains 19688 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207339 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41165 members 
Mstep: Class 15 contains 93498 members 
Mstep: Class 16 contains 25042 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19870 members 
Mstep: Class 21 contains 19194 members 
Mstep: Class 23 contains 10456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718112.000000 Penalty: 67921.164062
Iteration 291Q: 22 clusters Score -5.771811e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9458 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6406 members 
Mstep: Class 10 contains 19690 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207351 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41157 members 
Mstep: Class 15 contains 93498 members 
Mstep: Class 16 contains 25042 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19870 members 
Mstep: Class 21 contains 19190 members 
Mstep: Class 23 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718096.000000 Penalty: 67921.164062
Iteration 292Q: 22 clusters Score -5.77181e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9460 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6406 members 
Mstep: Class 10 contains 19690 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207361 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41151 members 
Mstep: Class 15 contains 93497 members 
Mstep: Class 16 contains 25042 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19871 members 
Mstep: Class 21 contains 19185 members 
Mstep: Class 23 contains 10454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718080.000000 Penalty: 67921.164062
Iteration 293Q: 22 clusters Score -5.771808e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9459 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6406 members 
Mstep: Class 10 contains 19690 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207370 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41140 members 
Mstep: Class 15 contains 93499 members 
Mstep: Class 16 contains 25042 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19872 members 
Mstep: Class 21 contains 19184 members 
Mstep: Class 23 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718108.000000 Penalty: 67921.164062
Iteration 294Q: 22 clusters Score -5.771811e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9458 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6406 members 
Mstep: Class 10 contains 19690 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207386 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41129 members 
Mstep: Class 15 contains 93499 members 
Mstep: Class 16 contains 25042 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19871 members 
Mstep: Class 21 contains 19181 members 
Mstep: Class 23 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718088.000000 Penalty: 67921.164062
Iteration 295Q: 22 clusters Score -5.771809e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9458 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6405 members 
Mstep: Class 10 contains 19687 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207399 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41117 members 
Mstep: Class 15 contains 93502 members 
Mstep: Class 16 contains 25044 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19872 members 
Mstep: Class 21 contains 19178 members 
Mstep: Class 23 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718052.000000 Penalty: 67921.164062
Iteration 296Q: 22 clusters Score -5.771805e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9459 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6403 members 
Mstep: Class 10 contains 19686 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207410 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41098 members 
Mstep: Class 15 contains 93509 members 
Mstep: Class 16 contains 25048 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19873 members 
Mstep: Class 21 contains 19175 members 
Mstep: Class 23 contains 10456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718072.000000 Penalty: 67921.164062
Iteration 297Q: 22 clusters Score -5.771807e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9460 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6403 members 
Mstep: Class 10 contains 19685 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207419 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41085 members 
Mstep: Class 15 contains 93511 members 
Mstep: Class 16 contains 25049 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19873 members 
Mstep: Class 21 contains 19174 members 
Mstep: Class 23 contains 10458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718060.000000 Penalty: 67921.164062
Iteration 298Q: 22 clusters Score -5.771806e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9460 members 
Mstep: Class 8 contains 1421 members 
Mstep: Class 9 contains 6401 members 
Mstep: Class 10 contains 19689 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207423 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41070 members 
Mstep: Class 15 contains 93514 members 
Mstep: Class 16 contains 25049 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19873 members 
Mstep: Class 21 contains 19177 members 
Mstep: Class 23 contains 10460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718104.000000 Penalty: 67921.164062
Iteration 299Q: 22 clusters Score -5.77181e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9461 members 
Mstep: Class 8 contains 1421 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 19690 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207432 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41064 members 
Mstep: Class 15 contains 93512 members 
Mstep: Class 16 contains 25051 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19872 members 
Mstep: Class 21 contains 19174 members 
Mstep: Class 23 contains 10461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718060.000000 Penalty: 67921.164062
Iteration 300F: 22 clusters Score -5.771806e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9462 members 
Mstep: Class 8 contains 1421 members 
Mstep: Class 9 contains 6400 members 
Mstep: Class 10 contains 19692 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207446 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41046 members 
Mstep: Class 15 contains 93514 members 
Mstep: Class 16 contains 25052 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19872 members 
Mstep: Class 21 contains 19172 members 
Mstep: Class 23 contains 10460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718080.000000 Penalty: 67921.164062
Iteration 301Q: 22 clusters Score -5.771808e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9466 members 
Mstep: Class 8 contains 1421 members 
Mstep: Class 9 contains 6400 members 
Mstep: Class 10 contains 19695 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207453 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41027 members 
Mstep: Class 15 contains 93513 members 
Mstep: Class 16 contains 25057 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19872 members 
Mstep: Class 21 contains 19173 members 
Mstep: Class 23 contains 10460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718048.000000 Penalty: 67921.164062
Iteration 302Q: 22 clusters Score -5.771805e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9470 members 
Mstep: Class 8 contains 1421 members 
Mstep: Class 9 contains 6400 members 
Mstep: Class 10 contains 19694 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207464 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 41006 members 
Mstep: Class 15 contains 93515 members 
Mstep: Class 16 contains 25060 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19872 members 
Mstep: Class 21 contains 19175 members 
Mstep: Class 23 contains 10460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718008.000000 Penalty: 67921.164062
Iteration 303Q: 22 clusters Score -5.771801e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9471 members 
Mstep: Class 8 contains 1421 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 19696 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207481 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 40979 members 
Mstep: Class 15 contains 93520 members 
Mstep: Class 16 contains 25061 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19870 members 
Mstep: Class 21 contains 19177 members 
Mstep: Class 23 contains 10462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717992.000000 Penalty: 67921.164062
Iteration 304Q: 22 clusters Score -5.771799e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9472 members 
Mstep: Class 8 contains 1421 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 19698 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207502 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 40954 members 
Mstep: Class 15 contains 93521 members 
Mstep: Class 16 contains 25061 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19870 members 
Mstep: Class 21 contains 19177 members 
Mstep: Class 23 contains 10462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717980.000000 Penalty: 67921.164062
Iteration 305Q: 22 clusters Score -5.771798e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9475 members 
Mstep: Class 8 contains 1421 members 
Mstep: Class 9 contains 6398 members 
Mstep: Class 10 contains 19699 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207526 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 40932 members 
Mstep: Class 15 contains 93523 members 
Mstep: Class 16 contains 25061 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19870 members 
Mstep: Class 21 contains 19172 members 
Mstep: Class 23 contains 10459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718012.000000 Penalty: 67921.164062
Iteration 306Q: 22 clusters Score -5.771801e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9476 members 
Mstep: Class 8 contains 1421 members 
Mstep: Class 9 contains 6396 members 
Mstep: Class 10 contains 19701 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207544 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 40912 members 
Mstep: Class 15 contains 93526 members 
Mstep: Class 16 contains 25057 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19874 members 
Mstep: Class 21 contains 19171 members 
Mstep: Class 23 contains 10458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717984.000000 Penalty: 67921.164062
Iteration 307Q: 22 clusters Score -5.771798e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9479 members 
Mstep: Class 8 contains 1421 members 
Mstep: Class 9 contains 6395 members 
Mstep: Class 10 contains 19700 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207582 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 40871 members 
Mstep: Class 15 contains 93529 members 
Mstep: Class 16 contains 25058 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19875 members 
Mstep: Class 21 contains 19169 members 
Mstep: Class 23 contains 10457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717980.000000 Penalty: 67921.164062
Iteration 308Q: 22 clusters Score -5.771798e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9478 members 
Mstep: Class 8 contains 1421 members 
Mstep: Class 9 contains 6395 members 
Mstep: Class 10 contains 19704 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207613 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 40835 members 
Mstep: Class 15 contains 93528 members 
Mstep: Class 16 contains 25057 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19876 members 
Mstep: Class 21 contains 19172 members 
Mstep: Class 23 contains 10457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717960.000000 Penalty: 67921.164062
Iteration 309Q: 22 clusters Score -5.771796e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9478 members 
Mstep: Class 8 contains 1421 members 
Mstep: Class 9 contains 6395 members 
Mstep: Class 10 contains 19706 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207643 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 40798 members 
Mstep: Class 15 contains 93533 members 
Mstep: Class 16 contains 25054 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19876 members 
Mstep: Class 21 contains 19177 members 
Mstep: Class 23 contains 10456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717928.000000 Penalty: 67921.164062
Iteration 310Q: 22 clusters Score -5.771793e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9476 members 
Mstep: Class 8 contains 1421 members 
Mstep: Class 9 contains 6395 members 
Mstep: Class 10 contains 19712 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207666 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 40757 members 
Mstep: Class 15 contains 93543 members 
Mstep: Class 16 contains 25052 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19880 members 
Mstep: Class 21 contains 19180 members 
Mstep: Class 23 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717908.000000 Penalty: 67921.164062
Iteration 311Q: 22 clusters Score -5.771791e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9476 members 
Mstep: Class 8 contains 1421 members 
Mstep: Class 9 contains 6397 members 
Mstep: Class 10 contains 19711 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207692 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 40720 members 
Mstep: Class 15 contains 93549 members 
Mstep: Class 16 contains 25055 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19886 members 
Mstep: Class 21 contains 19175 members 
Mstep: Class 23 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717872.000000 Penalty: 67921.164062
Iteration 312Q: 22 clusters Score -5.771787e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9475 members 
Mstep: Class 8 contains 1421 members 
Mstep: Class 9 contains 6398 members 
Mstep: Class 10 contains 19711 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207726 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 40673 members 
Mstep: Class 15 contains 93556 members 
Mstep: Class 16 contains 25062 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19888 members 
Mstep: Class 21 contains 19172 members 
Mstep: Class 23 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717872.000000 Penalty: 67921.164062
Iteration 313Q: 22 clusters Score -5.771787e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9476 members 
Mstep: Class 8 contains 1421 members 
Mstep: Class 9 contains 6400 members 
Mstep: Class 10 contains 19712 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207782 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 40602 members 
Mstep: Class 15 contains 93564 members 
Mstep: Class 16 contains 25065 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19892 members 
Mstep: Class 21 contains 19167 members 
Mstep: Class 23 contains 10456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717920.000000 Penalty: 67921.164062
Iteration 314Q: 22 clusters Score -5.771792e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9478 members 
Mstep: Class 8 contains 1421 members 
Mstep: Class 9 contains 6403 members 
Mstep: Class 10 contains 19713 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207825 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 40536 members 
Mstep: Class 15 contains 93568 members 
Mstep: Class 16 contains 25071 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19895 members 
Mstep: Class 21 contains 19171 members 
Mstep: Class 23 contains 10456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718076.000000 Penalty: 67921.164062
Iteration 315Q: 22 clusters Score -5.771808e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9478 members 
Mstep: Class 8 contains 1421 members 
Mstep: Class 9 contains 6403 members 
Mstep: Class 10 contains 19711 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207880 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 40464 members 
Mstep: Class 15 contains 93575 members 
Mstep: Class 16 contains 25080 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19894 members 
Mstep: Class 21 contains 19174 members 
Mstep: Class 23 contains 10457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718036.000000 Penalty: 67921.164062
Iteration 316Q: 22 clusters Score -5.771804e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9477 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6403 members 
Mstep: Class 10 contains 19712 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 207942 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 40387 members 
Mstep: Class 15 contains 93576 members 
Mstep: Class 16 contains 25082 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19894 members 
Mstep: Class 21 contains 19182 members 
Mstep: Class 23 contains 10460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717964.000000 Penalty: 67921.164062
Iteration 317Q: 22 clusters Score -5.771796e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9475 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6404 members 
Mstep: Class 10 contains 19708 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 208016 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 40309 members 
Mstep: Class 15 contains 93575 members 
Mstep: Class 16 contains 25086 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19897 members 
Mstep: Class 21 contains 19184 members 
Mstep: Class 23 contains 10462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717940.000000 Penalty: 67921.164062
Iteration 318Q: 22 clusters Score -5.771794e+07 nChanged 196
Entering ConstructFrom: 
Score: -57717940.000000 Penalty: 67921.164062
Entering ConstructFrom: 
Trying to split cluster 1 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -48540.925781 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -48540.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -47121.386719 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -47121.39 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -47247.257812 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -47247.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -47282.289062 Penalty: 2993.598877
	Iteration 2Q: 3 clusters Score -47282.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -47297.992188 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -47297.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47308.160156 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -47308.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47312.437500 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -47312.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47312.437500 Penalty: 2993.598877
	Iteration 6F: 3 clusters Score -47312.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -59214.046875 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -59214.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -57657.824219 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -57657.82 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -57909.492188 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -57909.49 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -58047.492188 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -58047.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -58221.570312 Penalty: 3115.076416
	Iteration 3Q: 3 clusters Score -58221.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -58331.660156 Penalty: 3115.076416
	Iteration 4Q: 3 clusters Score -58331.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -58398.484375 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -58398.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -58470.210938 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -58470.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -58528.582031 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -58528.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -58582.714844 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -58582.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -58632.753906 Penalty: 3115.076416
	Iteration 9Q: 3 clusters Score -58632.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -58682.027344 Penalty: 3115.076416
	Iteration 10Q: 3 clusters Score -58682.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -58727.859375 Penalty: 3115.076416
	Iteration 11Q: 3 clusters Score -58727.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -58772.128906 Penalty: 3115.076416
	Iteration 12Q: 3 clusters Score -58772.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -58819.367188 Penalty: 3115.076416
	Iteration 13Q: 3 clusters Score -58819.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -58911.558594 Penalty: 3115.076416
	Iteration 14Q: 3 clusters Score -58911.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -59052.792969 Penalty: 3115.076416
	Iteration 15Q: 3 clusters Score -59052.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -59109.160156 Penalty: 3115.076416
	Iteration 16Q: 3 clusters Score -59109.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -59171.160156 Penalty: 3115.076416
	Iteration 17Q: 3 clusters Score -59171.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -59319.097656 Penalty: 3115.076416
	Iteration 18Q: 3 clusters Score -59319.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -59652.703125 Penalty: 3115.076416
	Iteration 19Q: 3 clusters Score -59652.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -59682.886719 Penalty: 3115.076416
	Iteration 20F: 3 clusters Score -59682.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -59872.351562 Penalty: 3115.076416
	Iteration 21Q: 3 clusters Score -59872.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -59968.671875 Penalty: 3115.076416
	Iteration 22Q: 3 clusters Score -59968.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -59968.671875 Penalty: 3115.076416
	Iteration 23F: 3 clusters Score -59968.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 208 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9476 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6407 members 
Mstep: Class 10 contains 19705 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 208092 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 40230 members 
Mstep: Class 15 contains 93574 members 
Mstep: Class 16 contains 25087 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19900 members 
Mstep: Class 20 contains 326 members 
Mstep: Class 21 contains 19181 members 
Mstep: Class 23 contains 10464 members 
Entering Unmasked Estep 
Score: -57716904.000000 Penalty: 71155.500000
Splitting cluster 2 changes total score from -57717940.000000 to -57716904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Entering Unmasked Estep 
Score: -69079.179688 Penalty: 1611.200195
	Iteration 0F: 2 clusters Score -69079.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -67474.296875 Penalty: 3222.400391
	Iteration 0F: 3 clusters Score -67474.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -67824.781250 Penalty: 3222.400391
	Iteration 1F: 3 clusters Score -67824.78 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -67955.031250 Penalty: 3222.400391
	Iteration 2F: 3 clusters Score -67955.03 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -68085.437500 Penalty: 3222.400391
	Iteration 3F: 3 clusters Score -68085.44 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -68193.601562 Penalty: 3222.400391
	Iteration 4F: 3 clusters Score -68193.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -68302.117188 Penalty: 3222.400391
	Iteration 5Q: 3 clusters Score -68302.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -68348.257812 Penalty: 3222.400391
	Iteration 6Q: 3 clusters Score -68348.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -68386.007812 Penalty: 3222.400391
	Iteration 7Q: 3 clusters Score -68386.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -68446.117188 Penalty: 3222.400391
	Iteration 8Q: 3 clusters Score -68446.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -68528.632812 Penalty: 3222.400391
	Iteration 9Q: 3 clusters Score -68528.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -68577.296875 Penalty: 3222.400391
	Iteration 10Q: 3 clusters Score -68577.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -68635.023438 Penalty: 3222.400391
	Iteration 11Q: 3 clusters Score -68635.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -68692.359375 Penalty: 3222.400391
	Iteration 12Q: 3 clusters Score -68692.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -68756.875000 Penalty: 3222.400391
	Iteration 13Q: 3 clusters Score -68756.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -68843.867188 Penalty: 3222.400391
	Iteration 14Q: 3 clusters Score -68843.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -68885.609375 Penalty: 3222.400391
	Iteration 15Q: 3 clusters Score -68885.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -68921.796875 Penalty: 3222.400391
	Iteration 16Q: 3 clusters Score -68921.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -68949.742188 Penalty: 3222.400391
	Iteration 17Q: 3 clusters Score -68949.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -68962.421875 Penalty: 3222.400391
	Iteration 18Q: 3 clusters Score -68962.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -68970.890625 Penalty: 3222.400391
	Iteration 19Q: 3 clusters Score -68970.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -68974.148438 Penalty: 3222.400391
	Iteration 20F: 3 clusters Score -68974.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -68984.820312 Penalty: 3222.400391
	Iteration 21Q: 3 clusters Score -68984.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -68988.835938 Penalty: 3222.400391
	Iteration 22Q: 3 clusters Score -68988.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -69009.562500 Penalty: 3222.400391
	Iteration 23Q: 3 clusters Score -69009.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -69023.289062 Penalty: 3222.400391
	Iteration 24Q: 3 clusters Score -69023.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -69023.289062 Penalty: 3222.400391
	Iteration 25F: 3 clusters Score -69023.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Entering Unmasked Estep 
Score: -161256.765625 Penalty: 1775.504395
	Iteration 0F: 2 clusters Score -161256.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -159115.656250 Penalty: 3551.008789
	Iteration 0F: 3 clusters Score -159115.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -159427.234375 Penalty: 3551.008789
	Iteration 1F: 3 clusters Score -159427.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -159522.812500 Penalty: 3551.008789
	Iteration 2F: 3 clusters Score -159522.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -159581.453125 Penalty: 3551.008789
	Iteration 3Q: 3 clusters Score -159581.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -159604.250000 Penalty: 3551.008789
	Iteration 4Q: 3 clusters Score -159604.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -159625.062500 Penalty: 3551.008789
	Iteration 5Q: 3 clusters Score -159625.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -159632.468750 Penalty: 3551.008789
	Iteration 6Q: 3 clusters Score -159632.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -159636.171875 Penalty: 3551.008789
	Iteration 7Q: 3 clusters Score -159636.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -159646.562500 Penalty: 3551.008789
	Iteration 8Q: 3 clusters Score -159646.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -159653.250000 Penalty: 3551.008789
	Iteration 9Q: 3 clusters Score -159653.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -159656.906250 Penalty: 3551.008789
	Iteration 10Q: 3 clusters Score -159656.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -159659.828125 Penalty: 3551.008789
	Iteration 11Q: 3 clusters Score -159659.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -159665.296875 Penalty: 3551.008789
	Iteration 12Q: 3 clusters Score -159665.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -159669.250000 Penalty: 3551.008789
	Iteration 13Q: 3 clusters Score -159669.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -159670.656250 Penalty: 3551.008789
	Iteration 14Q: 3 clusters Score -159670.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -159671.734375 Penalty: 3551.008789
	Iteration 15Q: 3 clusters Score -159671.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -159672.281250 Penalty: 3551.008789
	Iteration 16Q: 3 clusters Score -159672.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -159672.281250 Penalty: 3551.008789
	Iteration 17F: 3 clusters Score -159672.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -78274.523438 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -78274.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -76590.968750 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -76590.97 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -76826.843750 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -76826.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -76873.976562 Penalty: 3199.433350
	Iteration 2Q: 3 clusters Score -76873.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -76899.414062 Penalty: 3199.433350
	Iteration 3Q: 3 clusters Score -76899.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -76920.875000 Penalty: 3199.433350
	Iteration 4Q: 3 clusters Score -76920.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -76925.265625 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -76925.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -76930.359375 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -76930.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -76932.359375 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -76932.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -76932.359375 Penalty: 3199.433350
	Iteration 8F: 3 clusters Score -76932.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -45203.906250 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -45203.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -43903.753906 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -43903.75 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -44208.171875 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -44208.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -44329.285156 Penalty: 2993.598877
	Iteration 2Q: 3 clusters Score -44329.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -44435.460938 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -44435.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -44573.613281 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -44573.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -44621.132812 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -44621.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44631.328125 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -44631.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44634.484375 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -44634.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44634.484375 Penalty: 2993.598877
	Iteration 8F: 3 clusters Score -44634.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Entering Unmasked Estep 
Score: -1225301.875000 Penalty: 2270.816406
	Iteration 0F: 2 clusters Score -1225302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1217976.125000 Penalty: 4541.632812
	Iteration 0F: 3 clusters Score -1217976 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1220091.500000 Penalty: 4541.632812
	Iteration 1F: 3 clusters Score -1220092 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1220403.375000 Penalty: 4541.632812
	Iteration 2F: 3 clusters Score -1220403 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1220626.125000 Penalty: 4541.632812
	Iteration 3F: 3 clusters Score -1220626 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1220825.625000 Penalty: 4541.632812
	Iteration 4Q: 3 clusters Score -1220826 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1220971.750000 Penalty: 4541.632812
	Iteration 5Q: 3 clusters Score -1220972 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1221093.875000 Penalty: 4541.632812
	Iteration 6Q: 3 clusters Score -1221094 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1221193.625000 Penalty: 4541.632812
	Iteration 7Q: 3 clusters Score -1221194 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1221287.375000 Penalty: 4541.632812
	Iteration 8Q: 3 clusters Score -1221287 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1221400.125000 Penalty: 4541.632812
	Iteration 9Q: 3 clusters Score -1221400 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1221507.250000 Penalty: 4541.632812
	Iteration 10Q: 3 clusters Score -1221507 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1221637.875000 Penalty: 4541.632812
	Iteration 11Q: 3 clusters Score -1221638 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1221783.000000 Penalty: 4541.632812
	Iteration 12Q: 3 clusters Score -1221783 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1221949.625000 Penalty: 4541.632812
	Iteration 13Q: 3 clusters Score -1221950 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1222129.250000 Penalty: 4541.632812
	Iteration 14Q: 3 clusters Score -1222129 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1222347.500000 Penalty: 4541.632812
	Iteration 15Q: 3 clusters Score -1222348 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1222527.125000 Penalty: 4541.632812
	Iteration 16Q: 3 clusters Score -1222527 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1222683.250000 Penalty: 4541.632812
	Iteration 17Q: 3 clusters Score -1222683 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1222807.125000 Penalty: 4541.632812
	Iteration 18Q: 3 clusters Score -1222807 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1222911.375000 Penalty: 4541.632812
	Iteration 19Q: 3 clusters Score -1222911 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1222977.375000 Penalty: 4541.632812
	Iteration 20F: 3 clusters Score -1222977 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1223035.875000 Penalty: 4541.632812
	Iteration 21Q: 3 clusters Score -1223036 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1223087.500000 Penalty: 4541.632812
	Iteration 22Q: 3 clusters Score -1223088 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1223129.250000 Penalty: 4541.632812
	Iteration 23Q: 3 clusters Score -1223129 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1223156.625000 Penalty: 4541.632812
	Iteration 24Q: 3 clusters Score -1223157 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1223178.375000 Penalty: 4541.632812
	Iteration 25Q: 3 clusters Score -1223178 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1223197.750000 Penalty: 4541.632812
	Iteration 26Q: 3 clusters Score -1223198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1223207.625000 Penalty: 4541.632812
	Iteration 27Q: 3 clusters Score -1223208 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1223216.875000 Penalty: 4541.632812
	Iteration 28Q: 3 clusters Score -1223217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1223228.625000 Penalty: 4541.632812
	Iteration 29Q: 3 clusters Score -1223229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1223239.500000 Penalty: 4541.632812
	Iteration 30Q: 3 clusters Score -1223240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1223243.000000 Penalty: 4541.632812
	Iteration 31Q: 3 clusters Score -1223243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1223249.125000 Penalty: 4541.632812
	Iteration 32Q: 3 clusters Score -1223249 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1223253.500000 Penalty: 4541.632812
	Iteration 33Q: 3 clusters Score -1223254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1223262.750000 Penalty: 4541.632812
	Iteration 34Q: 3 clusters Score -1223263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1223267.500000 Penalty: 4541.632812
	Iteration 35Q: 3 clusters Score -1223268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1223271.875000 Penalty: 4541.632812
	Iteration 36Q: 3 clusters Score -1223272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1223274.500000 Penalty: 4541.632812
	Iteration 37Q: 3 clusters Score -1223274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1223279.125000 Penalty: 4541.632812
	Iteration 38Q: 3 clusters Score -1223279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1223279.625000 Penalty: 4541.632812
	Iteration 39Q: 3 clusters Score -1223280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1223284.375000 Penalty: 4541.632812
	Iteration 40F: 3 clusters Score -1223284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1223289.125000 Penalty: 4541.632812
	Iteration 41Q: 3 clusters Score -1223289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1223288.875000 Penalty: 4541.632812
	Iteration 42Q: 3 clusters Score -1223289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1223290.625000 Penalty: 4541.632812
	Iteration 43Q: 3 clusters Score -1223291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1223290.500000 Penalty: 4541.632812
	Iteration 44Q: 3 clusters Score -1223290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1223292.500000 Penalty: 4541.632812
	Iteration 45Q: 3 clusters Score -1223292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1223293.625000 Penalty: 4541.632812
	Iteration 46Q: 3 clusters Score -1223294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1223291.375000 Penalty: 4541.632812
	Iteration 47Q: 3 clusters Score -1223291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1223291.375000 Penalty: 4541.632812
	Iteration 48F: 3 clusters Score -1223291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Entering Unmasked Estep 
Score: -178870.078125 Penalty: 1800.435181
	Iteration 0F: 2 clusters Score -178870.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -176655.828125 Penalty: 3600.870361
	Iteration 0F: 3 clusters Score -176655.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -176997.718750 Penalty: 3600.870361
	Iteration 1F: 3 clusters Score -176997.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -177088.140625 Penalty: 3600.870361
	Iteration 2F: 3 clusters Score -177088.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -177121.046875 Penalty: 3600.870361
	Iteration 3Q: 3 clusters Score -177121 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -177142.718750 Penalty: 3600.870361
	Iteration 4Q: 3 clusters Score -177142.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -177161.328125 Penalty: 3600.870361
	Iteration 5Q: 3 clusters Score -177161.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -177184.843750 Penalty: 3600.870361
	Iteration 6Q: 3 clusters Score -177184.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -177191.062500 Penalty: 3600.870361
	Iteration 7Q: 3 clusters Score -177191.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -177200.531250 Penalty: 3600.870361
	Iteration 8Q: 3 clusters Score -177200.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -177213.531250 Penalty: 3600.870361
	Iteration 9Q: 3 clusters Score -177213.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -177223.578125 Penalty: 3600.870361
	Iteration 10Q: 3 clusters Score -177223.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -177233.000000 Penalty: 3600.870361
	Iteration 11Q: 3 clusters Score -177233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -177247.546875 Penalty: 3600.870361
	Iteration 12Q: 3 clusters Score -177247.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -177254.140625 Penalty: 3600.870361
	Iteration 13Q: 3 clusters Score -177254.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -177259.265625 Penalty: 3600.870361
	Iteration 14Q: 3 clusters Score -177259.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -177263.562500 Penalty: 3600.870361
	Iteration 15Q: 3 clusters Score -177263.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -177267.125000 Penalty: 3600.870361
	Iteration 16Q: 3 clusters Score -177267.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -177269.656250 Penalty: 3600.870361
	Iteration 17Q: 3 clusters Score -177269.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -177271.015625 Penalty: 3600.870361
	Iteration 18Q: 3 clusters Score -177271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -177273.078125 Penalty: 3600.870361
	Iteration 19Q: 3 clusters Score -177273.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -177278.500000 Penalty: 3600.870361
	Iteration 20F: 3 clusters Score -177278.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -177286.015625 Penalty: 3600.870361
	Iteration 21Q: 3 clusters Score -177286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -177288.625000 Penalty: 3600.870361
	Iteration 22Q: 3 clusters Score -177288.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -177294.312500 Penalty: 3600.870361
	Iteration 23Q: 3 clusters Score -177294.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -177295.765625 Penalty: 3600.870361
	Iteration 24Q: 3 clusters Score -177295.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -177299.484375 Penalty: 3600.870361
	Iteration 25Q: 3 clusters Score -177299.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -177304.093750 Penalty: 3600.870361
	Iteration 26Q: 3 clusters Score -177304.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -177306.468750 Penalty: 3600.870361
	Iteration 27Q: 3 clusters Score -177306.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -177308.750000 Penalty: 3600.870361
	Iteration 28Q: 3 clusters Score -177308.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -177308.906250 Penalty: 3600.870361
	Iteration 29Q: 3 clusters Score -177308.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -177308.906250 Penalty: 3600.870361
	Iteration 30F: 3 clusters Score -177308.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Entering Unmasked Estep 
Score: -817353.062500 Penalty: 2173.756348
	Iteration 0F: 2 clusters Score -817353.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -811965.937500 Penalty: 4347.512695
	Iteration 0F: 3 clusters Score -811965.9 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -813302.375000 Penalty: 4347.512695
	Iteration 1F: 3 clusters Score -813302.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -813519.125000 Penalty: 4347.512695
	Iteration 2F: 3 clusters Score -813519.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -813679.562500 Penalty: 4347.512695
	Iteration 3Q: 3 clusters Score -813679.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -813814.437500 Penalty: 4347.512695
	Iteration 4Q: 3 clusters Score -813814.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -813925.187500 Penalty: 4347.512695
	Iteration 5Q: 3 clusters Score -813925.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -814021.187500 Penalty: 4347.512695
	Iteration 6Q: 3 clusters Score -814021.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -814138.625000 Penalty: 4347.512695
	Iteration 7Q: 3 clusters Score -814138.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -814253.750000 Penalty: 4347.512695
	Iteration 8Q: 3 clusters Score -814253.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -814378.250000 Penalty: 4347.512695
	Iteration 9Q: 3 clusters Score -814378.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -814496.687500 Penalty: 4347.512695
	Iteration 10Q: 3 clusters Score -814496.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -814601.125000 Penalty: 4347.512695
	Iteration 11Q: 3 clusters Score -814601.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -814719.437500 Penalty: 4347.512695
	Iteration 12Q: 3 clusters Score -814719.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -814837.937500 Penalty: 4347.512695
	Iteration 13Q: 3 clusters Score -814837.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -814987.375000 Penalty: 4347.512695
	Iteration 14Q: 3 clusters Score -814987.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -815118.562500 Penalty: 4347.512695
	Iteration 15Q: 3 clusters Score -815118.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -815238.062500 Penalty: 4347.512695
	Iteration 16Q: 3 clusters Score -815238.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -815314.500000 Penalty: 4347.512695
	Iteration 17Q: 3 clusters Score -815314.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -815379.437500 Penalty: 4347.512695
	Iteration 18Q: 3 clusters Score -815379.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -815431.812500 Penalty: 4347.512695
	Iteration 19Q: 3 clusters Score -815431.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -815479.000000 Penalty: 4347.512695
	Iteration 20F: 3 clusters Score -815479 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -815519.187500 Penalty: 4347.512695
	Iteration 21Q: 3 clusters Score -815519.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -815558.687500 Penalty: 4347.512695
	Iteration 22Q: 3 clusters Score -815558.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -815593.750000 Penalty: 4347.512695
	Iteration 23Q: 3 clusters Score -815593.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -815630.187500 Penalty: 4347.512695
	Iteration 24Q: 3 clusters Score -815630.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -815669.062500 Penalty: 4347.512695
	Iteration 25Q: 3 clusters Score -815669.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -815702.750000 Penalty: 4347.512695
	Iteration 26Q: 3 clusters Score -815702.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -815735.000000 Penalty: 4347.512695
	Iteration 27Q: 3 clusters Score -815735 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -815773.000000 Penalty: 4347.512695
	Iteration 28Q: 3 clusters Score -815773 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -815824.062500 Penalty: 4347.512695
	Iteration 29Q: 3 clusters Score -815824.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -815879.375000 Penalty: 4347.512695
	Iteration 30Q: 3 clusters Score -815879.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -815934.062500 Penalty: 4347.512695
	Iteration 31Q: 3 clusters Score -815934.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -815974.937500 Penalty: 4347.512695
	Iteration 32Q: 3 clusters Score -815974.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -815995.625000 Penalty: 4347.512695
	Iteration 33Q: 3 clusters Score -815995.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -816011.000000 Penalty: 4347.512695
	Iteration 34Q: 3 clusters Score -816011 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -816018.750000 Penalty: 4347.512695
	Iteration 35Q: 3 clusters Score -816018.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -816022.750000 Penalty: 4347.512695
	Iteration 36Q: 3 clusters Score -816022.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -816024.312500 Penalty: 4347.512695
	Iteration 37Q: 3 clusters Score -816024.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -816024.312500 Penalty: 4347.512695
	Iteration 38F: 3 clusters Score -816024.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Entering Unmasked Estep 
Score: -2554296.750000 Penalty: 2452.379639
	Iteration 0F: 2 clusters Score -2554297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -2540317.500000 Penalty: 4904.759277
	Iteration 0F: 3 clusters Score -2540318 nChanged 8610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2544797.500000 Penalty: 4904.759277
	Iteration 1F: 3 clusters Score -2544798 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2545145.500000 Penalty: 4904.759277
	Iteration 2F: 3 clusters Score -2545146 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2545450.500000 Penalty: 4904.759277
	Iteration 3Q: 3 clusters Score -2545450 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2545688.500000 Penalty: 4904.759277
	Iteration 4Q: 3 clusters Score -2545688 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2545881.000000 Penalty: 4904.759277
	Iteration 5Q: 3 clusters Score -2545881 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2546062.250000 Penalty: 4904.759277
	Iteration 6Q: 3 clusters Score -2546062 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -2546221.750000 Penalty: 4904.759277
	Iteration 7Q: 3 clusters Score -2546222 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -2546368.250000 Penalty: 4904.759277
	Iteration 8Q: 3 clusters Score -2546368 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -2546521.500000 Penalty: 4904.759277
	Iteration 9Q: 3 clusters Score -2546522 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -2546682.750000 Penalty: 4904.759277
	Iteration 10Q: 3 clusters Score -2546683 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -2546883.000000 Penalty: 4904.759277
	Iteration 11Q: 3 clusters Score -2546883 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2547133.750000 Penalty: 4904.759277
	Iteration 12Q: 3 clusters Score -2547134 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -2547480.500000 Penalty: 4904.759277
	Iteration 13Q: 3 clusters Score -2547480 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -2547960.250000 Penalty: 4904.759277
	Iteration 14Q: 3 clusters Score -2547960 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -2548553.250000 Penalty: 4904.759277
	Iteration 15Q: 3 clusters Score -2548553 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -2549223.250000 Penalty: 4904.759277
	Iteration 16Q: 3 clusters Score -2549223 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -2549744.000000 Penalty: 4904.759277
	Iteration 17Q: 3 clusters Score -2549744 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -2550082.750000 Penalty: 4904.759277
	Iteration 18Q: 3 clusters Score -2550083 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -2550307.750000 Penalty: 4904.759277
	Iteration 19Q: 3 clusters Score -2550308 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -2550507.750000 Penalty: 4904.759277
	Iteration 20F: 3 clusters Score -2550508 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -2550671.250000 Penalty: 4904.759277
	Iteration 21Q: 3 clusters Score -2550671 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2550802.500000 Penalty: 4904.759277
	Iteration 22Q: 3 clusters Score -2550802 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -2550917.000000 Penalty: 4904.759277
	Iteration 23Q: 3 clusters Score -2550917 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -2550995.750000 Penalty: 4904.759277
	Iteration 24Q: 3 clusters Score -2550996 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -2551059.750000 Penalty: 4904.759277
	Iteration 25Q: 3 clusters Score -2551060 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -2551122.500000 Penalty: 4904.759277
	Iteration 26Q: 3 clusters Score -2551122 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -2551179.000000 Penalty: 4904.759277
	Iteration 27Q: 3 clusters Score -2551179 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2551217.250000 Penalty: 4904.759277
	Iteration 28Q: 3 clusters Score -2551217 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -2551275.250000 Penalty: 4904.759277
	Iteration 29Q: 3 clusters Score -2551275 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -2551310.250000 Penalty: 4904.759277
	Iteration 30Q: 3 clusters Score -2551310 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -2551350.500000 Penalty: 4904.759277
	Iteration 31Q: 3 clusters Score -2551350 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -2551390.000000 Penalty: 4904.759277
	Iteration 32Q: 3 clusters Score -2551390 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -2551421.000000 Penalty: 4904.759277
	Iteration 33Q: 3 clusters Score -2551421 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -2551435.000000 Penalty: 4904.759277
	Iteration 34Q: 3 clusters Score -2551435 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -2551450.750000 Penalty: 4904.759277
	Iteration 35Q: 3 clusters Score -2551451 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -2551487.000000 Penalty: 4904.759277
	Iteration 36Q: 3 clusters Score -2551487 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -2551507.750000 Penalty: 4904.759277
	Iteration 37Q: 3 clusters Score -2551508 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -2551523.000000 Penalty: 4904.759277
	Iteration 38Q: 3 clusters Score -2551523 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -2551532.000000 Penalty: 4904.759277
	Iteration 39Q: 3 clusters Score -2551532 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -2551542.000000 Penalty: 4904.759277
	Iteration 40F: 3 clusters Score -2551542 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -2551539.250000 Penalty: 4904.759277
	Iteration 41Q: 3 clusters Score -2551539 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -2551546.750000 Penalty: 4904.759277
	Iteration 42Q: 3 clusters Score -2551547 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -2551551.000000 Penalty: 4904.759277
	Iteration 43Q: 3 clusters Score -2551551 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -2551564.250000 Penalty: 4904.759277
	Iteration 44Q: 3 clusters Score -2551564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -2551565.750000 Penalty: 4904.759277
	Iteration 45Q: 3 clusters Score -2551566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -2551569.500000 Penalty: 4904.759277
	Iteration 46Q: 3 clusters Score -2551570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2551572.500000 Penalty: 4904.759277
	Iteration 47Q: 3 clusters Score -2551572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -2551578.000000 Penalty: 4904.759277
	Iteration 48Q: 3 clusters Score -2551578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2551584.250000 Penalty: 4904.759277
	Iteration 49Q: 3 clusters Score -2551584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -2551590.250000 Penalty: 4904.759277
	Iteration 50Q: 3 clusters Score -2551590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -2551584.750000 Penalty: 4904.759277
	Iteration 51Q: 3 clusters Score -2551585 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2551587.250000 Penalty: 4904.759277
	Iteration 52Q: 3 clusters Score -2551587 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -2551602.250000 Penalty: 4904.759277
	Iteration 53Q: 3 clusters Score -2551602 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -2551608.000000 Penalty: 4904.759277
	Iteration 54Q: 3 clusters Score -2551608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2551606.250000 Penalty: 4904.759277
	Iteration 55Q: 3 clusters Score -2551606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2551604.500000 Penalty: 4904.759277
	Iteration 56Q: 3 clusters Score -2551604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -2551614.500000 Penalty: 4904.759277
	Iteration 57Q: 3 clusters Score -2551614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -2551614.750000 Penalty: 4904.759277
	Iteration 58Q: 3 clusters Score -2551615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -2551616.750000 Penalty: 4904.759277
	Iteration 59Q: 3 clusters Score -2551617 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -2551625.250000 Penalty: 4904.759277
	Iteration 60F: 3 clusters Score -2551625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -2551627.250000 Penalty: 4904.759277
	Iteration 61Q: 3 clusters Score -2551627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2551630.250000 Penalty: 4904.759277
	Iteration 62Q: 3 clusters Score -2551630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -2551632.750000 Penalty: 4904.759277
	Iteration 63Q: 3 clusters Score -2551633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -2551633.750000 Penalty: 4904.759277
	Iteration 64Q: 3 clusters Score -2551634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2551632.750000 Penalty: 4904.759277
	Iteration 65Q: 3 clusters Score -2551633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -2551637.500000 Penalty: 4904.759277
	Iteration 66Q: 3 clusters Score -2551638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -2551638.000000 Penalty: 4904.759277
	Iteration 67Q: 3 clusters Score -2551638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2551640.250000 Penalty: 4904.759277
	Iteration 68Q: 3 clusters Score -2551640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -2551639.500000 Penalty: 4904.759277
	Iteration 69Q: 3 clusters Score -2551640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -2551645.000000 Penalty: 4904.759277
	Iteration 70Q: 3 clusters Score -2551645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -2551650.250000 Penalty: 4904.759277
	Iteration 71Q: 3 clusters Score -2551650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -2551650.000000 Penalty: 4904.759277
	Iteration 72Q: 3 clusters Score -2551650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -2551646.750000 Penalty: 4904.759277
	Iteration 73Q: 3 clusters Score -2551647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2551646.500000 Penalty: 4904.759277
	Iteration 74Q: 3 clusters Score -2551646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -2551652.750000 Penalty: 4904.759277
	Iteration 75Q: 3 clusters Score -2551653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -2551651.000000 Penalty: 4904.759277
	Iteration 76Q: 3 clusters Score -2551651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -2551656.250000 Penalty: 4904.759277
	Iteration 77Q: 3 clusters Score -2551656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -2551655.500000 Penalty: 4904.759277
	Iteration 78Q: 3 clusters Score -2551656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2551655.500000 Penalty: 4904.759277
	Iteration 79Q: 3 clusters Score -2551656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -2551662.250000 Penalty: 4904.759277
	Iteration 80F: 3 clusters Score -2551662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -2551660.250000 Penalty: 4904.759277
	Iteration 81Q: 3 clusters Score -2551660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -2551663.500000 Penalty: 4904.759277
	Iteration 82Q: 3 clusters Score -2551664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -2551663.500000 Penalty: 4904.759277
	Iteration 83Q: 3 clusters Score -2551664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -2551664.750000 Penalty: 4904.759277
	Iteration 84Q: 3 clusters Score -2551665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -2551667.000000 Penalty: 4904.759277
	Iteration 85Q: 3 clusters Score -2551667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -2551666.250000 Penalty: 4904.759277
	Iteration 86Q: 3 clusters Score -2551666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -2551671.750000 Penalty: 4904.759277
	Iteration 87Q: 3 clusters Score -2551672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -2551680.750000 Penalty: 4904.759277
	Iteration 88Q: 3 clusters Score -2551681 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -2551684.000000 Penalty: 4904.759277
	Iteration 89Q: 3 clusters Score -2551684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -2551684.750000 Penalty: 4904.759277
	Iteration 90Q: 3 clusters Score -2551685 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -2551693.750000 Penalty: 4904.759277
	Iteration 91Q: 3 clusters Score -2551694 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -2551703.750000 Penalty: 4904.759277
	Iteration 92Q: 3 clusters Score -2551704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2551706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2551713 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -2551722.250000 Penalty: 4904.759277
	Iteration 95Q: 3 clusters Score -2551722 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2551725 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2551739.750000 Penalty: 4904.759277
	Iteration 97Q: 3 clusters Score -2551740 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2551745 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -2551750.250000 Penalty: 4904.759277
	Iteration 99Q: 3 clusters Score -2551750 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -2551764.750000 Penalty: 4904.759277
	Iteration 100F: 3 clusters Score -2551765 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2551770.000000 Penalty: 4904.759277
	Iteration 101Q: 3 clusters Score -2551770 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -2551780.750000 Penalty: 4904.759277
	Iteration 102Q: 3 clusters Score -2551781 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2551800 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2551818 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2551831 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -2551841.750000 Penalty: 4904.759277
	Iteration 106Q: 3 clusters Score -2551842 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2551852 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2551865 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -2551874.500000 Penalty: 4904.759277
	Iteration 109Q: 3 clusters Score -2551874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2551880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2551885 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2551893 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2551896 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2551899 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2551902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2551908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2551911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2551910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2551912.250000 Penalty: 4904.759277
	Iteration 119Q: 3 clusters Score -2551912 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2551912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -2551916.000000 Penalty: 4904.759277
	Iteration 121Q: 3 clusters Score -2551916 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2551914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2551916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2551917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2551918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2551917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2551920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2551919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2551919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2551918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2551919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2551920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2551921.500000 Penalty: 4904.759277
	Iteration 133Q: 3 clusters Score -2551922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -2551923.500000 Penalty: 4904.759277
	Iteration 134Q: 3 clusters Score -2551924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2551928.500000 Penalty: 4904.759277
	Iteration 135Q: 3 clusters Score -2551928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -2551937.250000 Penalty: 4904.759277
	Iteration 136Q: 3 clusters Score -2551937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -2551939.750000 Penalty: 4904.759277
	Iteration 137Q: 3 clusters Score -2551940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -2551943.750000 Penalty: 4904.759277
	Iteration 138Q: 3 clusters Score -2551944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -2551948.500000 Penalty: 4904.759277
	Iteration 139Q: 3 clusters Score -2551948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2551948 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -2551950.250000 Penalty: 4904.759277
	Iteration 141Q: 3 clusters Score -2551950 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2551952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2551966 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -2551971.750000 Penalty: 4904.759277
	Iteration 144Q: 3 clusters Score -2551972 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2551978 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2551978 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2551988 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2551995 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2552006 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2552021 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2552028 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2552038 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2552046 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1155 members 
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2552058 nChanged 21
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Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2552068 nChanged 22
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Mstep: Class 1 contains 1118 members 
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2552083 nChanged 20
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Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2552090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2552093 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2552099 nChanged 13
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Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -2552101.250000 Penalty: 4904.759277
	Iteration 160F: 3 clusters Score -2552101 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2552097 nChanged 3
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Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 18660 members 
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	Iteration 162Q: 3 clusters Score -2552104 nChanged 4
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Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2552107 nChanged 5
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Mstep: Class 1 contains 1036 members 
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	Iteration 164Q: 3 clusters Score -2552109 nChanged 7
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Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2552112 nChanged 10
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Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2552118 nChanged 18
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	Iteration 167Q: 3 clusters Score -2552129 nChanged 17
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Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2552137 nChanged 14
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Score: -2552141.750000 Penalty: 4904.759277
	Iteration 169Q: 3 clusters Score -2552142 nChanged 13
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	Iteration 170Q: 3 clusters Score -2552148 nChanged 10
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	Iteration 171Q: 3 clusters Score -2552147 nChanged 12
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Mstep: Class 2 contains 18762 members 
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	Iteration 172Q: 3 clusters Score -2552150 nChanged 6
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	Iteration 173Q: 3 clusters Score -2552153 nChanged 3
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	Iteration 174Q: 3 clusters Score -2552154 nChanged 5
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2552153 nChanged 8
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2552161 nChanged 7
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	Iteration 177Q: 3 clusters Score -2552162 nChanged 7
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	Iteration 178Q: 3 clusters Score -2552165 nChanged 3
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	Iteration 179Q: 3 clusters Score -2552166 nChanged 4
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -2552167 nChanged 9
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Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -2552172 nChanged 6
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	Iteration 182Q: 3 clusters Score -2552177 nChanged 6
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Mstep: Class 2 contains 18822 members 
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	Iteration 183Q: 3 clusters Score -2552176 nChanged 4
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	Iteration 184Q: 3 clusters Score -2552177 nChanged 5
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	Iteration 185Q: 3 clusters Score -2552180 nChanged 2
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -2552182 nChanged 4
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -2552182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -2552181.500000 Penalty: 4904.759277
	Iteration 188Q: 3 clusters Score -2552182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -2552180.500000 Penalty: 4904.759277
	Iteration 189Q: 3 clusters Score -2552180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -2552181.750000 Penalty: 4904.759277
	Iteration 190Q: 3 clusters Score -2552182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -2552186.500000 Penalty: 4904.759277
	Iteration 191Q: 3 clusters Score -2552186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -2552184.750000 Penalty: 4904.759277
	Iteration 192Q: 3 clusters Score -2552185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -2552188.250000 Penalty: 4904.759277
	Iteration 193Q: 3 clusters Score -2552188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -2552187.000000 Penalty: 4904.759277
	Iteration 194Q: 3 clusters Score -2552187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -2552190.500000 Penalty: 4904.759277
	Iteration 195Q: 3 clusters Score -2552190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -2552188.500000 Penalty: 4904.759277
	Iteration 196Q: 3 clusters Score -2552188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -2552189.500000 Penalty: 4904.759277
	Iteration 197Q: 3 clusters Score -2552190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -2552189.500000 Penalty: 4904.759277
	Iteration 198F: 3 clusters Score -2552190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -28302.169922 Penalty: 1397.427734
	Iteration 0F: 2 clusters Score -28302.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -27111.125000 Penalty: 2794.855469
	Iteration 0F: 3 clusters Score -27111.12 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27261.472656 Penalty: 2794.855469
	Iteration 1F: 3 clusters Score -27261.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27369.490234 Penalty: 2794.855469
	Iteration 2Q: 3 clusters Score -27369.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27467.527344 Penalty: 2794.855469
	Iteration 3Q: 3 clusters Score -27467.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27499.783203 Penalty: 2794.855469
	Iteration 4Q: 3 clusters Score -27499.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27566.673828 Penalty: 2794.855469
	Iteration 5Q: 3 clusters Score -27566.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27608.990234 Penalty: 2794.855469
	Iteration 6Q: 3 clusters Score -27608.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27649.623047 Penalty: 2794.855469
	Iteration 7Q: 3 clusters Score -27649.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27701.634766 Penalty: 2794.855469
	Iteration 8Q: 3 clusters Score -27701.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27708.728516 Penalty: 2794.855469
	Iteration 9Q: 3 clusters Score -27708.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -27710.945312 Penalty: 2794.855469
	Iteration 10Q: 3 clusters Score -27710.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -27710.945312 Penalty: 2794.855469
	Iteration 11F: 3 clusters Score -27710.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (208092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208092 members 
Entering Unmasked Estep 
Score: -26286052.000000 Penalty: 3036.942383
	Iteration 0F: 2 clusters Score -2.628605e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103926 members 
Mstep: Class 2 contains 104166 members 
Entering Unmasked Estep 
Score: -26151606.000000 Penalty: 6073.884766
	Iteration 0F: 3 clusters Score -2.615161e+07 nChanged 99958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102838 members 
Mstep: Class 2 contains 105254 members 
Entering Unmasked Estep 
Score: -26211234.000000 Penalty: 6073.884766
	Iteration 1F: 3 clusters Score -2.621123e+07 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101895 members 
Mstep: Class 2 contains 106197 members 
Entering Unmasked Estep 
Score: -26213052.000000 Penalty: 6073.884766
	Iteration 2Q: 3 clusters Score -2.621305e+07 nChanged 6997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100136 members 
Mstep: Class 2 contains 107956 members 
Entering Unmasked Estep 
Score: -26215326.000000 Penalty: 6073.884766
	Iteration 3Q: 3 clusters Score -2.621533e+07 nChanged 7632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97196 members 
Mstep: Class 2 contains 110896 members 
Entering Unmasked Estep 
Score: -26217854.000000 Penalty: 6073.884766
	Iteration 4Q: 3 clusters Score -2.621785e+07 nChanged 8325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92667 members 
Mstep: Class 2 contains 115425 members 
Entering Unmasked Estep 
Score: -26220634.000000 Penalty: 6073.884766
	Iteration 5Q: 3 clusters Score -2.622063e+07 nChanged 9306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86159 members 
Mstep: Class 2 contains 121933 members 
Entering Unmasked Estep 
Score: -26224812.000000 Penalty: 6073.884766
	Iteration 6Q: 3 clusters Score -2.622481e+07 nChanged 10867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77184 members 
Mstep: Class 2 contains 130908 members 
Entering Unmasked Estep 
Score: -26230954.000000 Penalty: 6073.884766
	Iteration 7F: 3 clusters Score -2.623095e+07 nChanged 12734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65656 members 
Mstep: Class 2 contains 142436 members 
Entering Unmasked Estep 
Score: -26239770.000000 Penalty: 6073.884766
	Iteration 8F: 3 clusters Score -2.623977e+07 nChanged 13756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52822 members 
Mstep: Class 2 contains 155270 members 
Entering Unmasked Estep 
Score: -26251254.000000 Penalty: 6073.884766
	Iteration 9F: 3 clusters Score -2.625125e+07 nChanged 12567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40959 members 
Mstep: Class 2 contains 167133 members 
Entering Unmasked Estep 
Score: -26261444.000000 Penalty: 6073.884766
	Iteration 10F: 3 clusters Score -2.626144e+07 nChanged 9869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 176422 members 
Entering Unmasked Estep 
Score: -26268508.000000 Penalty: 6073.884766
	Iteration 11Q: 3 clusters Score -2.626851e+07 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 183508 members 
Entering Unmasked Estep 
Score: -26273480.000000 Penalty: 6073.884766
	Iteration 12Q: 3 clusters Score -2.627348e+07 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 188939 members 
Entering Unmasked Estep 
Score: -26277002.000000 Penalty: 6073.884766
	Iteration 13Q: 3 clusters Score -2.6277e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 193169 members 
Entering Unmasked Estep 
Score: -26279788.000000 Penalty: 6073.884766
	Iteration 14Q: 3 clusters Score -2.627979e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 196400 members 
Entering Unmasked Estep 
Score: -26281734.000000 Penalty: 6073.884766
	Iteration 15Q: 3 clusters Score -2.628173e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 198850 members 
Entering Unmasked Estep 
Score: -26283016.000000 Penalty: 6073.884766
	Iteration 16Q: 3 clusters Score -2.628302e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 200654 members 
Entering Unmasked Estep 
Score: -26283802.000000 Penalty: 6073.884766
	Iteration 17Q: 3 clusters Score -2.62838e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 201947 members 
Entering Unmasked Estep 
Score: -26284462.000000 Penalty: 6073.884766
	Iteration 18Q: 3 clusters Score -2.628446e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 202891 members 
Entering Unmasked Estep 
Score: -26284846.000000 Penalty: 6073.884766
	Iteration 19Q: 3 clusters Score -2.628485e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 203540 members 
Entering Unmasked Estep 
Score: -26285118.000000 Penalty: 6073.884766
	Iteration 20F: 3 clusters Score -2.628512e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 203993 members 
Entering Unmasked Estep 
Score: -26285250.000000 Penalty: 6073.884766
	Iteration 21Q: 3 clusters Score -2.628525e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 204316 members 
Entering Unmasked Estep 
Score: -26285296.000000 Penalty: 6073.884766
	Iteration 22Q: 3 clusters Score -2.62853e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 204546 members 
Entering Unmasked Estep 
Score: -26285254.000000 Penalty: 6073.884766
	Iteration 23Q: 3 clusters Score -2.628525e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 204706 members 
Entering Unmasked Estep 
Score: -26285258.000000 Penalty: 6073.884766
	Iteration 24Q: 3 clusters Score -2.628526e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 204802 members 
Entering Unmasked Estep 
Score: -26285264.000000 Penalty: 6073.884766
	Iteration 25Q: 3 clusters Score -2.628526e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 204878 members 
Entering Unmasked Estep 
Score: -26285284.000000 Penalty: 6073.884766
	Iteration 26Q: 3 clusters Score -2.628528e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 204942 members 
Entering Unmasked Estep 
Score: -26285290.000000 Penalty: 6073.884766
	Iteration 27Q: 3 clusters Score -2.628529e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 204994 members 
Entering Unmasked Estep 
Score: -26285296.000000 Penalty: 6073.884766
	Iteration 28Q: 3 clusters Score -2.62853e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 205054 members 
Entering Unmasked Estep 
Score: -26285308.000000 Penalty: 6073.884766
	Iteration 29Q: 3 clusters Score -2.628531e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 205090 members 
Entering Unmasked Estep 
Score: -26285308.000000 Penalty: 6073.884766
	Iteration 30Q: 3 clusters Score -2.628531e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 205116 members 
Entering Unmasked Estep 
Score: -26285362.000000 Penalty: 6073.884766
	Iteration 31Q: 3 clusters Score -2.628536e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 205151 members 
Entering Unmasked Estep 
Score: -26285364.000000 Penalty: 6073.884766
	Iteration 32Q: 3 clusters Score -2.628536e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 205189 members 
Entering Unmasked Estep 
Score: -26285346.000000 Penalty: 6073.884766
	Iteration 33Q: 3 clusters Score -2.628535e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 205216 members 
Entering Unmasked Estep 
Score: -26285366.000000 Penalty: 6073.884766
	Iteration 34Q: 3 clusters Score -2.628537e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 205234 members 
Entering Unmasked Estep 
Score: -26285372.000000 Penalty: 6073.884766
	Iteration 35Q: 3 clusters Score -2.628537e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 205249 members 
Entering Unmasked Estep 
Score: -26285374.000000 Penalty: 6073.884766
	Iteration 36Q: 3 clusters Score -2.628537e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 205262 members 
Entering Unmasked Estep 
Score: -26285380.000000 Penalty: 6073.884766
	Iteration 37Q: 3 clusters Score -2.628538e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 205279 members 
Entering Unmasked Estep 
Score: -26285390.000000 Penalty: 6073.884766
	Iteration 38Q: 3 clusters Score -2.628539e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 205290 members 
Entering Unmasked Estep 
Score: -26285402.000000 Penalty: 6073.884766
	Iteration 39Q: 3 clusters Score -2.62854e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 205303 members 
Entering Unmasked Estep 
Score: -26285372.000000 Penalty: 6073.884766
	Iteration 40F: 3 clusters Score -2.628537e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 205316 members 
Entering Unmasked Estep 
Score: -26285396.000000 Penalty: 6073.884766
	Iteration 41Q: 3 clusters Score -2.62854e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 205326 members 
Entering Unmasked Estep 
Score: -26285386.000000 Penalty: 6073.884766
	Iteration 42Q: 3 clusters Score -2.628539e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 205335 members 
Entering Unmasked Estep 
Score: -26285398.000000 Penalty: 6073.884766
	Iteration 43Q: 3 clusters Score -2.62854e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 205344 members 
Entering Unmasked Estep 
Score: -26285398.000000 Penalty: 6073.884766
	Iteration 44Q: 3 clusters Score -2.62854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 205349 members 
Entering Unmasked Estep 
Score: -26285404.000000 Penalty: 6073.884766
	Iteration 45Q: 3 clusters Score -2.62854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 205354 members 
Entering Unmasked Estep 
Score: -26285400.000000 Penalty: 6073.884766
	Iteration 46Q: 3 clusters Score -2.62854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 205355 members 
Entering Unmasked Estep 
Score: -26285406.000000 Penalty: 6073.884766
	Iteration 47Q: 3 clusters Score -2.628541e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 205356 members 
Entering Unmasked Estep 
Score: -26285406.000000 Penalty: 6073.884766
	Iteration 48Q: 3 clusters Score -2.628541e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 205356 members 
Entering Unmasked Estep 
Score: -26285406.000000 Penalty: 6073.884766
	Iteration 49F: 3 clusters Score -2.628541e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -79269.164062 Penalty: 1631.654297
	Iteration 0F: 2 clusters Score -79269.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -77534.320312 Penalty: 3263.308594
	Iteration 0F: 3 clusters Score -77534.32 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -78011.757812 Penalty: 3263.308594
	Iteration 1F: 3 clusters Score -78011.76 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -78483.921875 Penalty: 3263.308594
	Iteration 2F: 3 clusters Score -78483.92 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -78637.062500 Penalty: 3263.308594
	Iteration 3F: 3 clusters Score -78637.06 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -78767.406250 Penalty: 3263.308594
	Iteration 4F: 3 clusters Score -78767.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -78818.132812 Penalty: 3263.308594
	Iteration 5Q: 3 clusters Score -78818.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -78847.617188 Penalty: 3263.308594
	Iteration 6Q: 3 clusters Score -78847.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -78877.007812 Penalty: 3263.308594
	Iteration 7Q: 3 clusters Score -78877.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -78886.593750 Penalty: 3263.308594
	Iteration 8Q: 3 clusters Score -78886.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -78891.093750 Penalty: 3263.308594
	Iteration 9Q: 3 clusters Score -78891.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -78892.289062 Penalty: 3263.308594
	Iteration 10Q: 3 clusters Score -78892.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -78892.289062 Penalty: 3263.308594
	Iteration 11F: 3 clusters Score -78892.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Entering Unmasked Estep 
Score: -5150173.500000 Penalty: 2629.387451
	Iteration 0F: 2 clusters Score -5150174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -5122809.500000 Penalty: 5258.774902
	Iteration 0F: 3 clusters Score -5122810 nChanged 18498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -5133129.000000 Penalty: 5258.774902
	Iteration 1F: 3 clusters Score -5133129 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -5133808.500000 Penalty: 5258.774902
	Iteration 2Q: 3 clusters Score -5133808 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -5134706.000000 Penalty: 5258.774902
	Iteration 3Q: 3 clusters Score -5134706 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -5135775.500000 Penalty: 5258.774902
	Iteration 4F: 3 clusters Score -5135776 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -5137061.000000 Penalty: 5258.774902
	Iteration 5F: 3 clusters Score -5137061 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -5138470.000000 Penalty: 5258.774902
	Iteration 6F: 3 clusters Score -5138470 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -5139936.000000 Penalty: 5258.774902
	Iteration 7F: 3 clusters Score -5139936 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -5141443.000000 Penalty: 5258.774902
	Iteration 8F: 3 clusters Score -5141443 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -5142824.000000 Penalty: 5258.774902
	Iteration 9F: 3 clusters Score -5142824 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -5143934.500000 Penalty: 5258.774902
	Iteration 10Q: 3 clusters Score -5143934 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -5144705.500000 Penalty: 5258.774902
	Iteration 11Q: 3 clusters Score -5144706 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -5145225.500000 Penalty: 5258.774902
	Iteration 12Q: 3 clusters Score -5145226 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -5145670.500000 Penalty: 5258.774902
	Iteration 13Q: 3 clusters Score -5145670 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -5146174.500000 Penalty: 5258.774902
	Iteration 14Q: 3 clusters Score -5146174 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -5146661.000000 Penalty: 5258.774902
	Iteration 15Q: 3 clusters Score -5146661 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -5147123.000000 Penalty: 5258.774902
	Iteration 16Q: 3 clusters Score -5147123 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -5147510.500000 Penalty: 5258.774902
	Iteration 17Q: 3 clusters Score -5147510 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -5147751.500000 Penalty: 5258.774902
	Iteration 18Q: 3 clusters Score -5147752 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -5147953.500000 Penalty: 5258.774902
	Iteration 19Q: 3 clusters Score -5147954 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -5148074.000000 Penalty: 5258.774902
	Iteration 20F: 3 clusters Score -5148074 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -5148125.500000 Penalty: 5258.774902
	Iteration 21Q: 3 clusters Score -5148126 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -5148172.000000 Penalty: 5258.774902
	Iteration 22Q: 3 clusters Score -5148172 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -5148198.000000 Penalty: 5258.774902
	Iteration 23Q: 3 clusters Score -5148198 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -5148205.500000 Penalty: 5258.774902
	Iteration 24Q: 3 clusters Score -5148206 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -5148210.000000 Penalty: 5258.774902
	Iteration 25Q: 3 clusters Score -5148210 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -5148204.000000 Penalty: 5258.774902
	Iteration 26Q: 3 clusters Score -5148204 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -5148207.000000 Penalty: 5258.774902
	Iteration 27Q: 3 clusters Score -5148207 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -5148202.500000 Penalty: 5258.774902
	Iteration 28Q: 3 clusters Score -5148202 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -5148218.000000 Penalty: 5258.774902
	Iteration 29Q: 3 clusters Score -5148218 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -5148223.500000 Penalty: 5258.774902
	Iteration 30Q: 3 clusters Score -5148224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -5148218.500000 Penalty: 5258.774902
	Iteration 31Q: 3 clusters Score -5148218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -5148224.000000 Penalty: 5258.774902
	Iteration 32Q: 3 clusters Score -5148224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -5148222.500000 Penalty: 5258.774902
	Iteration 33Q: 3 clusters Score -5148222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -5148229.500000 Penalty: 5258.774902
	Iteration 34Q: 3 clusters Score -5148230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -5148228.500000 Penalty: 5258.774902
	Iteration 35Q: 3 clusters Score -5148228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -5148226.500000 Penalty: 5258.774902
	Iteration 36Q: 3 clusters Score -5148226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -5148232.000000 Penalty: 5258.774902
	Iteration 37Q: 3 clusters Score -5148232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -5148227.500000 Penalty: 5258.774902
	Iteration 38Q: 3 clusters Score -5148228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -5148229.500000 Penalty: 5258.774902
	Iteration 39Q: 3 clusters Score -5148230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -5148228.500000 Penalty: 5258.774902
	Iteration 40F: 3 clusters Score -5148228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -5148231.500000 Penalty: 5258.774902
	Iteration 41Q: 3 clusters Score -5148232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -5148232.000000 Penalty: 5258.774902
	Iteration 42Q: 3 clusters Score -5148232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -5148240.000000 Penalty: 5258.774902
	Iteration 43Q: 3 clusters Score -5148240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -5148238.000000 Penalty: 5258.774902
	Iteration 44Q: 3 clusters Score -5148238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -5148234.500000 Penalty: 5258.774902
	Iteration 45Q: 3 clusters Score -5148234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -5148234.500000 Penalty: 5258.774902
	Iteration 46Q: 3 clusters Score -5148234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -5148236.000000 Penalty: 5258.774902
	Iteration 47Q: 3 clusters Score -5148236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -5148236.000000 Penalty: 5258.774902
	Iteration 48F: 3 clusters Score -5148236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (93574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93574 members 
Entering Unmasked Estep 
Score: -12034305.000000 Penalty: 2838.733887
	Iteration 0F: 2 clusters Score -1.20343e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46605 members 
Mstep: Class 2 contains 46969 members 
Entering Unmasked Estep 
Score: -11971843.000000 Penalty: 5677.467773
	Iteration 0F: 3 clusters Score -1.197184e+07 nChanged 44121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45270 members 
Mstep: Class 2 contains 48304 members 
Entering Unmasked Estep 
Score: -11996819.000000 Penalty: 5677.467773
	Iteration 1F: 3 clusters Score -1.199682e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44251 members 
Mstep: Class 2 contains 49323 members 
Entering Unmasked Estep 
Score: -11997441.000000 Penalty: 5677.467773
	Iteration 2Q: 3 clusters Score -1.199744e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 50765 members 
Entering Unmasked Estep 
Score: -11998107.000000 Penalty: 5677.467773
	Iteration 3Q: 3 clusters Score -1.199811e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 52892 members 
Entering Unmasked Estep 
Score: -11999068.000000 Penalty: 5677.467773
	Iteration 4Q: 3 clusters Score -1.199907e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 56005 members 
Entering Unmasked Estep 
Score: -12000442.000000 Penalty: 5677.467773
	Iteration 5Q: 3 clusters Score -1.200044e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 60583 members 
Entering Unmasked Estep 
Score: -12002981.000000 Penalty: 5677.467773
	Iteration 6F: 3 clusters Score -1.200298e+07 nChanged 6442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 66887 members 
Entering Unmasked Estep 
Score: -12007242.000000 Penalty: 5677.467773
	Iteration 7F: 3 clusters Score -1.200724e+07 nChanged 7766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 74605 members 
Entering Unmasked Estep 
Score: -12013620.000000 Penalty: 5677.467773
	Iteration 8F: 3 clusters Score -1.201362e+07 nChanged 8086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 82671 members 
Entering Unmasked Estep 
Score: -12021437.000000 Penalty: 5677.467773
	Iteration 9F: 3 clusters Score -1.202144e+07 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 88733 members 
Entering Unmasked Estep 
Score: -12027544.000000 Penalty: 5677.467773
	Iteration 10F: 3 clusters Score -1.202754e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 91703 members 
Entering Unmasked Estep 
Score: -12030463.000000 Penalty: 5677.467773
	Iteration 11Q: 3 clusters Score -1.203046e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 92749 members 
Entering Unmasked Estep 
Score: -12031414.000000 Penalty: 5677.467773
	Iteration 12Q: 3 clusters Score -1.203141e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 93073 members 
Entering Unmasked Estep 
Score: -12031731.000000 Penalty: 5677.467773
	Iteration 13Q: 3 clusters Score -1.203173e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 93177 members 
Entering Unmasked Estep 
Score: -12031826.000000 Penalty: 5677.467773
	Iteration 14Q: 3 clusters Score -1.203183e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 93220 members 
Entering Unmasked Estep 
Score: -12031873.000000 Penalty: 5677.467773
	Iteration 15Q: 3 clusters Score -1.203187e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 93236 members 
Entering Unmasked Estep 
Score: -12031892.000000 Penalty: 5677.467773
	Iteration 16Q: 3 clusters Score -1.203189e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 93247 members 
Entering Unmasked Estep 
Score: -12031911.000000 Penalty: 5677.467773
	Iteration 17Q: 3 clusters Score -1.203191e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 93253 members 
Entering Unmasked Estep 
Score: -12031920.000000 Penalty: 5677.467773
	Iteration 18Q: 3 clusters Score -1.203192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 93254 members 
Entering Unmasked Estep 
Score: -12031916.000000 Penalty: 5677.467773
	Iteration 19Q: 3 clusters Score -1.203192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 93254 members 
Entering Unmasked Estep 
Score: -12031925.000000 Penalty: 5677.467773
	Iteration 20F: 3 clusters Score -1.203192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 93256 members 
Entering Unmasked Estep 
Score: -12031916.000000 Penalty: 5677.467773
	Iteration 21Q: 3 clusters Score -1.203192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 93257 members 
Entering Unmasked Estep 
Score: -12031918.000000 Penalty: 5677.467773
	Iteration 22Q: 3 clusters Score -1.203192e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 93257 members 
Entering Unmasked Estep 
Score: -12031918.000000 Penalty: 5677.467773
	Iteration 23F: 3 clusters Score -1.203192e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Entering Unmasked Estep 
Score: -3236819.750000 Penalty: 2512.266113
	Iteration 0F: 2 clusters Score -3236820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -3219307.250000 Penalty: 5024.532227
	Iteration 0F: 3 clusters Score -3219307 nChanged 11263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -3225449.750000 Penalty: 5024.532227
	Iteration 1F: 3 clusters Score -3225450 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -3225919.750000 Penalty: 5024.532227
	Iteration 2F: 3 clusters Score -3225920 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -3226375.500000 Penalty: 5024.532227
	Iteration 3Q: 3 clusters Score -3226376 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -3226831.000000 Penalty: 5024.532227
	Iteration 4Q: 3 clusters Score -3226831 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -3227305.250000 Penalty: 5024.532227
	Iteration 5Q: 3 clusters Score -3227305 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -3227835.000000 Penalty: 5024.532227
	Iteration 6Q: 3 clusters Score -3227835 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -3228364.750000 Penalty: 5024.532227
	Iteration 7Q: 3 clusters Score -3228365 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -3228932.750000 Penalty: 5024.532227
	Iteration 8Q: 3 clusters Score -3228933 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -3229597.750000 Penalty: 5024.532227
	Iteration 9Q: 3 clusters Score -3229598 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -3230242.750000 Penalty: 5024.532227
	Iteration 10Q: 3 clusters Score -3230243 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -3230755.000000 Penalty: 5024.532227
	Iteration 11Q: 3 clusters Score -3230755 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -3231082.000000 Penalty: 5024.532227
	Iteration 12Q: 3 clusters Score -3231082 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -3231279.500000 Penalty: 5024.532227
	Iteration 13Q: 3 clusters Score -3231280 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -3231416.000000 Penalty: 5024.532227
	Iteration 14Q: 3 clusters Score -3231416 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -3231497.750000 Penalty: 5024.532227
	Iteration 15Q: 3 clusters Score -3231498 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -3231553.000000 Penalty: 5024.532227
	Iteration 16Q: 3 clusters Score -3231553 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -3231644.750000 Penalty: 5024.532227
	Iteration 17Q: 3 clusters Score -3231645 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -3231724.250000 Penalty: 5024.532227
	Iteration 18Q: 3 clusters Score -3231724 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -3231835.000000 Penalty: 5024.532227
	Iteration 19Q: 3 clusters Score -3231835 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -3231969.000000 Penalty: 5024.532227
	Iteration 20F: 3 clusters Score -3231969 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -3232106.500000 Penalty: 5024.532227
	Iteration 21Q: 3 clusters Score -3232106 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -3232175.750000 Penalty: 5024.532227
	Iteration 22Q: 3 clusters Score -3232176 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -3232255.000000 Penalty: 5024.532227
	Iteration 23Q: 3 clusters Score -3232255 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -3232308.500000 Penalty: 5024.532227
	Iteration 24Q: 3 clusters Score -3232308 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -3232357.500000 Penalty: 5024.532227
	Iteration 25Q: 3 clusters Score -3232358 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -3232392.250000 Penalty: 5024.532227
	Iteration 26Q: 3 clusters Score -3232392 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -3232420.500000 Penalty: 5024.532227
	Iteration 27Q: 3 clusters Score -3232420 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -3232448.250000 Penalty: 5024.532227
	Iteration 28Q: 3 clusters Score -3232448 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -3232465.000000 Penalty: 5024.532227
	Iteration 29Q: 3 clusters Score -3232465 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -3232470.000000 Penalty: 5024.532227
	Iteration 30Q: 3 clusters Score -3232470 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -3232483.500000 Penalty: 5024.532227
	Iteration 31Q: 3 clusters Score -3232484 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -3232495.250000 Penalty: 5024.532227
	Iteration 32Q: 3 clusters Score -3232495 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -3232512.000000 Penalty: 5024.532227
	Iteration 33Q: 3 clusters Score -3232512 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -3232518.250000 Penalty: 5024.532227
	Iteration 34Q: 3 clusters Score -3232518 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -3232526.000000 Penalty: 5024.532227
	Iteration 35Q: 3 clusters Score -3232526 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -3232540.250000 Penalty: 5024.532227
	Iteration 36Q: 3 clusters Score -3232540 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -3232546.750000 Penalty: 5024.532227
	Iteration 37Q: 3 clusters Score -3232547 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -3232562.750000 Penalty: 5024.532227
	Iteration 38Q: 3 clusters Score -3232563 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -3232575.500000 Penalty: 5024.532227
	Iteration 39Q: 3 clusters Score -3232576 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -3232578.500000 Penalty: 5024.532227
	Iteration 40F: 3 clusters Score -3232578 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -3232592.000000 Penalty: 5024.532227
	Iteration 41Q: 3 clusters Score -3232592 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -3232585.000000 Penalty: 5024.532227
	Iteration 42Q: 3 clusters Score -3232585 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -3232596.250000 Penalty: 5024.532227
	Iteration 43Q: 3 clusters Score -3232596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -3232601.250000 Penalty: 5024.532227
	Iteration 44Q: 3 clusters Score -3232601 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -3232598.500000 Penalty: 5024.532227
	Iteration 45Q: 3 clusters Score -3232598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -3232609.250000 Penalty: 5024.532227
	Iteration 46Q: 3 clusters Score -3232609 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -3232606.750000 Penalty: 5024.532227
	Iteration 47Q: 3 clusters Score -3232607 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -3232606.500000 Penalty: 5024.532227
	Iteration 48Q: 3 clusters Score -3232606 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -3232616.500000 Penalty: 5024.532227
	Iteration 49Q: 3 clusters Score -3232616 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -3232615.250000 Penalty: 5024.532227
	Iteration 50Q: 3 clusters Score -3232615 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -3232619.000000 Penalty: 5024.532227
	Iteration 51Q: 3 clusters Score -3232619 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -3232619.500000 Penalty: 5024.532227
	Iteration 52Q: 3 clusters Score -3232620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -3232618.000000 Penalty: 5024.532227
	Iteration 53Q: 3 clusters Score -3232618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -3232620.250000 Penalty: 5024.532227
	Iteration 54Q: 3 clusters Score -3232620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -3232623.750000 Penalty: 5024.532227
	Iteration 55Q: 3 clusters Score -3232624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -3232620.500000 Penalty: 5024.532227
	Iteration 56Q: 3 clusters Score -3232620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -3232620.000000 Penalty: 5024.532227
	Iteration 57Q: 3 clusters Score -3232620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -3232622.500000 Penalty: 5024.532227
	Iteration 58Q: 3 clusters Score -3232622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -3232626.500000 Penalty: 5024.532227
	Iteration 59Q: 3 clusters Score -3232626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -3232626.500000 Penalty: 5024.532227
	Iteration 60F: 3 clusters Score -3232626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -28459.183594 Penalty: 1377.133911
	Iteration 0F: 2 clusters Score -28459.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -27213.136719 Penalty: 2754.267822
	Iteration 0F: 3 clusters Score -27213.14 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27331.228516 Penalty: 2754.267822
	Iteration 1F: 3 clusters Score -27331.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27390.802734 Penalty: 2754.267822
	Iteration 2Q: 3 clusters Score -27390.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -27418.781250 Penalty: 2754.267822
	Iteration 3Q: 3 clusters Score -27418.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27420.083984 Penalty: 2754.267822
	Iteration 4Q: 3 clusters Score -27420.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27420.083984 Penalty: 2754.267822
	Iteration 5F: 3 clusters Score -27420.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Entering Unmasked Estep 
Score: -205009.343750 Penalty: 1842.374023
	Iteration 0F: 2 clusters Score -205009.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -202579.140625 Penalty: 3684.748047
	Iteration 0F: 3 clusters Score -202579.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -203041.656250 Penalty: 3684.748047
	Iteration 1F: 3 clusters Score -203041.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -203194.359375 Penalty: 3684.748047
	Iteration 2F: 3 clusters Score -203194.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -203281.843750 Penalty: 3684.748047
	Iteration 3Q: 3 clusters Score -203281.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -203340.578125 Penalty: 3684.748047
	Iteration 4Q: 3 clusters Score -203340.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -203384.515625 Penalty: 3684.748047
	Iteration 5Q: 3 clusters Score -203384.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -203422.656250 Penalty: 3684.748047
	Iteration 6Q: 3 clusters Score -203422.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -203460.203125 Penalty: 3684.748047
	Iteration 7Q: 3 clusters Score -203460.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -203490.203125 Penalty: 3684.748047
	Iteration 8Q: 3 clusters Score -203490.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -203521.062500 Penalty: 3684.748047
	Iteration 9Q: 3 clusters Score -203521.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -203543.781250 Penalty: 3684.748047
	Iteration 10Q: 3 clusters Score -203543.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -203554.171875 Penalty: 3684.748047
	Iteration 11Q: 3 clusters Score -203554.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -203560.812500 Penalty: 3684.748047
	Iteration 12Q: 3 clusters Score -203560.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -203565.062500 Penalty: 3684.748047
	Iteration 13Q: 3 clusters Score -203565.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -203572.250000 Penalty: 3684.748047
	Iteration 14Q: 3 clusters Score -203572.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -203582.625000 Penalty: 3684.748047
	Iteration 15Q: 3 clusters Score -203582.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -203588.937500 Penalty: 3684.748047
	Iteration 16Q: 3 clusters Score -203588.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -203591.406250 Penalty: 3684.748047
	Iteration 17Q: 3 clusters Score -203591.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -203594.953125 Penalty: 3684.748047
	Iteration 18Q: 3 clusters Score -203595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -203601.046875 Penalty: 3684.748047
	Iteration 19Q: 3 clusters Score -203601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -203606.000000 Penalty: 3684.748047
	Iteration 20F: 3 clusters Score -203606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -203608.156250 Penalty: 3684.748047
	Iteration 21Q: 3 clusters Score -203608.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -203608.671875 Penalty: 3684.748047
	Iteration 22Q: 3 clusters Score -203608.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -203610.312500 Penalty: 3684.748047
	Iteration 23Q: 3 clusters Score -203610.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -203613.828125 Penalty: 3684.748047
	Iteration 24Q: 3 clusters Score -203613.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -203616.500000 Penalty: 3684.748047
	Iteration 25Q: 3 clusters Score -203616.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -203616.750000 Penalty: 3684.748047
	Iteration 26Q: 3 clusters Score -203616.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -203618.890625 Penalty: 3684.748047
	Iteration 27Q: 3 clusters Score -203618.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -203621.593750 Penalty: 3684.748047
	Iteration 28Q: 3 clusters Score -203621.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -203623.703125 Penalty: 3684.748047
	Iteration 29Q: 3 clusters Score -203623.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -203624.687500 Penalty: 3684.748047
	Iteration 30Q: 3 clusters Score -203624.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -203625.781250 Penalty: 3684.748047
	Iteration 31Q: 3 clusters Score -203625.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -203627.750000 Penalty: 3684.748047
	Iteration 32Q: 3 clusters Score -203627.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -203631.875000 Penalty: 3684.748047
	Iteration 33Q: 3 clusters Score -203631.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -203633.968750 Penalty: 3684.748047
	Iteration 34Q: 3 clusters Score -203634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -203635.421875 Penalty: 3684.748047
	Iteration 35Q: 3 clusters Score -203635.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -203636.609375 Penalty: 3684.748047
	Iteration 36Q: 3 clusters Score -203636.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -203636.609375 Penalty: 3684.748047
	Iteration 37F: 3 clusters Score -203636.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Entering Unmasked Estep 
Score: -2481387.000000 Penalty: 2454.821777
	Iteration 0F: 2 clusters Score -2481387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -2467201.000000 Penalty: 4909.643555
	Iteration 0F: 3 clusters Score -2467201 nChanged 8854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -2472028.750000 Penalty: 4909.643555
	Iteration 1F: 3 clusters Score -2472029 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -2472528.500000 Penalty: 4909.643555
	Iteration 2F: 3 clusters Score -2472528 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -2472964.500000 Penalty: 4909.643555
	Iteration 3F: 3 clusters Score -2472964 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -2473391.000000 Penalty: 4909.643555
	Iteration 4Q: 3 clusters Score -2473391 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -2473865.750000 Penalty: 4909.643555
	Iteration 5Q: 3 clusters Score -2473866 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -2474399.750000 Penalty: 4909.643555
	Iteration 6F: 3 clusters Score -2474400 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -2475001.750000 Penalty: 4909.643555
	Iteration 7F: 3 clusters Score -2475002 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -2475672.250000 Penalty: 4909.643555
	Iteration 8F: 3 clusters Score -2475672 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -2476355.500000 Penalty: 4909.643555
	Iteration 9F: 3 clusters Score -2476356 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2477017.500000 Penalty: 4909.643555
	Iteration 10Q: 3 clusters Score -2477018 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2477632.250000 Penalty: 4909.643555
	Iteration 11Q: 3 clusters Score -2477632 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2478129.500000 Penalty: 4909.643555
	Iteration 12Q: 3 clusters Score -2478130 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2478527.250000 Penalty: 4909.643555
	Iteration 13Q: 3 clusters Score -2478527 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2478813.000000 Penalty: 4909.643555
	Iteration 14Q: 3 clusters Score -2478813 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2478979.750000 Penalty: 4909.643555
	Iteration 15Q: 3 clusters Score -2478980 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2479097.000000 Penalty: 4909.643555
	Iteration 16Q: 3 clusters Score -2479097 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2479165.250000 Penalty: 4909.643555
	Iteration 17Q: 3 clusters Score -2479165 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2479206.250000 Penalty: 4909.643555
	Iteration 18Q: 3 clusters Score -2479206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2479240.000000 Penalty: 4909.643555
	Iteration 19Q: 3 clusters Score -2479240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2479258.000000 Penalty: 4909.643555
	Iteration 20F: 3 clusters Score -2479258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2479267.750000 Penalty: 4909.643555
	Iteration 21Q: 3 clusters Score -2479268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2479278.250000 Penalty: 4909.643555
	Iteration 22Q: 3 clusters Score -2479278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2479282.500000 Penalty: 4909.643555
	Iteration 23Q: 3 clusters Score -2479282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2479289.000000 Penalty: 4909.643555
	Iteration 24Q: 3 clusters Score -2479289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2479289.500000 Penalty: 4909.643555
	Iteration 25Q: 3 clusters Score -2479290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2479289.500000 Penalty: 4909.643555
	Iteration 26F: 3 clusters Score -2479290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Entering Unmasked Estep 
Score: -2467359.500000 Penalty: 2445.695557
	Iteration 0F: 2 clusters Score -2467360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2453732.500000 Penalty: 4891.391113
	Iteration 0F: 3 clusters Score -2453732 nChanged 8475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -2458292.250000 Penalty: 4891.391113
	Iteration 1F: 3 clusters Score -2458292 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -2458698.750000 Penalty: 4891.391113
	Iteration 2F: 3 clusters Score -2458699 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2459062.250000 Penalty: 4891.391113
	Iteration 3Q: 3 clusters Score -2459062 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -2459435.250000 Penalty: 4891.391113
	Iteration 4Q: 3 clusters Score -2459435 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -2459892.750000 Penalty: 4891.391113
	Iteration 5Q: 3 clusters Score -2459893 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -2460428.500000 Penalty: 4891.391113
	Iteration 6Q: 3 clusters Score -2460428 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -2461145.250000 Penalty: 4891.391113
	Iteration 7F: 3 clusters Score -2461145 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -2461953.000000 Penalty: 4891.391113
	Iteration 8F: 3 clusters Score -2461953 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -2462704.000000 Penalty: 4891.391113
	Iteration 9F: 3 clusters Score -2462704 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -2463410.250000 Penalty: 4891.391113
	Iteration 10Q: 3 clusters Score -2463410 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -2463964.250000 Penalty: 4891.391113
	Iteration 11Q: 3 clusters Score -2463964 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -2464375.750000 Penalty: 4891.391113
	Iteration 12Q: 3 clusters Score -2464376 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -2464648.500000 Penalty: 4891.391113
	Iteration 13Q: 3 clusters Score -2464648 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -2464808.250000 Penalty: 4891.391113
	Iteration 14Q: 3 clusters Score -2464808 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -2464943.250000 Penalty: 4891.391113
	Iteration 15Q: 3 clusters Score -2464943 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -2465031.000000 Penalty: 4891.391113
	Iteration 16Q: 3 clusters Score -2465031 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2465093.500000 Penalty: 4891.391113
	Iteration 17Q: 3 clusters Score -2465094 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -2465141.500000 Penalty: 4891.391113
	Iteration 18Q: 3 clusters Score -2465142 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -2465161.250000 Penalty: 4891.391113
	Iteration 19Q: 3 clusters Score -2465161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -2465164.000000 Penalty: 4891.391113
	Iteration 20F: 3 clusters Score -2465164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -2465178.000000 Penalty: 4891.391113
	Iteration 21Q: 3 clusters Score -2465178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -2465186.750000 Penalty: 4891.391113
	Iteration 22Q: 3 clusters Score -2465187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -2465190.250000 Penalty: 4891.391113
	Iteration 23Q: 3 clusters Score -2465190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -2465195.000000 Penalty: 4891.391113
	Iteration 24Q: 3 clusters Score -2465195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -2465198.750000 Penalty: 4891.391113
	Iteration 25Q: 3 clusters Score -2465199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -2465202.750000 Penalty: 4891.391113
	Iteration 26Q: 3 clusters Score -2465203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -2465201.750000 Penalty: 4891.391113
	Iteration 27Q: 3 clusters Score -2465202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -2465207.500000 Penalty: 4891.391113
	Iteration 28Q: 3 clusters Score -2465208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -2465213.000000 Penalty: 4891.391113
	Iteration 29Q: 3 clusters Score -2465213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -2465216.250000 Penalty: 4891.391113
	Iteration 30Q: 3 clusters Score -2465216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -2465215.250000 Penalty: 4891.391113
	Iteration 31Q: 3 clusters Score -2465215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -2465220.000000 Penalty: 4891.391113
	Iteration 32Q: 3 clusters Score -2465220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -2465222.000000 Penalty: 4891.391113
	Iteration 33Q: 3 clusters Score -2465222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -2465222.000000 Penalty: 4891.391113
	Iteration 34F: 3 clusters Score -2465222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Entering Unmasked Estep 
Score: -1342118.125000 Penalty: 2295.412598
	Iteration 0F: 2 clusters Score -1342118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1334067.750000 Penalty: 4590.825195
	Iteration 0F: 3 clusters Score -1334068 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1336413.625000 Penalty: 4590.825195
	Iteration 1F: 3 clusters Score -1336414 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1336702.500000 Penalty: 4590.825195
	Iteration 2F: 3 clusters Score -1336702 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1336949.500000 Penalty: 4590.825195
	Iteration 3F: 3 clusters Score -1336950 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1337188.125000 Penalty: 4590.825195
	Iteration 4Q: 3 clusters Score -1337188 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1337425.000000 Penalty: 4590.825195
	Iteration 5Q: 3 clusters Score -1337425 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1337682.375000 Penalty: 4590.825195
	Iteration 6Q: 3 clusters Score -1337682 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1338034.625000 Penalty: 4590.825195
	Iteration 7Q: 3 clusters Score -1338035 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1338444.625000 Penalty: 4590.825195
	Iteration 8F: 3 clusters Score -1338445 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1338875.375000 Penalty: 4590.825195
	Iteration 9F: 3 clusters Score -1338875 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1339277.000000 Penalty: 4590.825195
	Iteration 10F: 3 clusters Score -1339277 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1339670.625000 Penalty: 4590.825195
	Iteration 11F: 3 clusters Score -1339671 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1340005.750000 Penalty: 4590.825195
	Iteration 12Q: 3 clusters Score -1340006 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1340231.125000 Penalty: 4590.825195
	Iteration 13Q: 3 clusters Score -1340231 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1340369.500000 Penalty: 4590.825195
	Iteration 14Q: 3 clusters Score -1340370 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1340460.875000 Penalty: 4590.825195
	Iteration 15Q: 3 clusters Score -1340461 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1340512.625000 Penalty: 4590.825195
	Iteration 16Q: 3 clusters Score -1340513 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1340555.750000 Penalty: 4590.825195
	Iteration 17Q: 3 clusters Score -1340556 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1340578.500000 Penalty: 4590.825195
	Iteration 18Q: 3 clusters Score -1340578 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1340588.625000 Penalty: 4590.825195
	Iteration 19Q: 3 clusters Score -1340589 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1340600.250000 Penalty: 4590.825195
	Iteration 20F: 3 clusters Score -1340600 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1340606.500000 Penalty: 4590.825195
	Iteration 21Q: 3 clusters Score -1340606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1340614.500000 Penalty: 4590.825195
	Iteration 22Q: 3 clusters Score -1340614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1340620.875000 Penalty: 4590.825195
	Iteration 23Q: 3 clusters Score -1340621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1340620.625000 Penalty: 4590.825195
	Iteration 24Q: 3 clusters Score -1340621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1340626.500000 Penalty: 4590.825195
	Iteration 25Q: 3 clusters Score -1340626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1340626.250000 Penalty: 4590.825195
	Iteration 26Q: 3 clusters Score -1340626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1340626.250000 Penalty: 4590.825195
	Iteration 27F: 3 clusters Score -1340626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9476 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6407 members 
Mstep: Class 10 contains 19705 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 208092 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 40230 members 
Mstep: Class 15 contains 93574 members 
Mstep: Class 16 contains 25087 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19900 members 
Mstep: Class 21 contains 19181 members 
Mstep: Class 23 contains 10464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717824.000000 Penalty: 67921.164062
Iteration 319Q: 22 clusters Score -5.771782e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9475 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6407 members 
Mstep: Class 10 contains 19702 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 208174 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 40143 members 
Mstep: Class 15 contains 93586 members 
Mstep: Class 16 contains 25086 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19901 members 
Mstep: Class 21 contains 19177 members 
Mstep: Class 23 contains 10465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717820.000000 Penalty: 67921.164062
Iteration 320F: 22 clusters Score -5.771782e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9475 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6406 members 
Mstep: Class 10 contains 19702 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 208247 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 40046 members 
Mstep: Class 15 contains 93598 members 
Mstep: Class 16 contains 25090 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19905 members 
Mstep: Class 21 contains 19177 members 
Mstep: Class 23 contains 10470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717768.000000 Penalty: 67921.164062
Iteration 321Q: 22 clusters Score -5.771777e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9478 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6403 members 
Mstep: Class 10 contains 19704 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 208316 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 39965 members 
Mstep: Class 15 contains 93599 members 
Mstep: Class 16 contains 25095 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19904 members 
Mstep: Class 21 contains 19181 members 
Mstep: Class 23 contains 10471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717740.000000 Penalty: 67921.164062
Iteration 322Q: 22 clusters Score -5.771774e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9480 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6401 members 
Mstep: Class 10 contains 19708 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 208412 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 39869 members 
Mstep: Class 15 contains 93604 members 
Mstep: Class 16 contains 25092 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19906 members 
Mstep: Class 21 contains 19173 members 
Mstep: Class 23 contains 10471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717740.000000 Penalty: 67921.164062
Iteration 323Q: 22 clusters Score -5.771774e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9481 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6401 members 
Mstep: Class 10 contains 19707 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 208494 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 39772 members 
Mstep: Class 15 contains 93622 members 
Mstep: Class 16 contains 25093 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19910 members 
Mstep: Class 21 contains 19164 members 
Mstep: Class 23 contains 10472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717740.000000 Penalty: 67921.164062
Iteration 324Q: 22 clusters Score -5.771774e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9481 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6401 members 
Mstep: Class 10 contains 19705 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 208609 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 39650 members 
Mstep: Class 15 contains 93643 members 
Mstep: Class 16 contains 25086 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19909 members 
Mstep: Class 21 contains 19161 members 
Mstep: Class 23 contains 10471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717812.000000 Penalty: 67921.164062
Iteration 325Q: 22 clusters Score -5.771781e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9485 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6405 members 
Mstep: Class 10 contains 19712 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 208685 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 39546 members 
Mstep: Class 15 contains 93657 members 
Mstep: Class 16 contains 25083 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19918 members 
Mstep: Class 21 contains 19154 members 
Mstep: Class 23 contains 10471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717824.000000 Penalty: 67921.164062
Iteration 326Q: 22 clusters Score -5.771782e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9487 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 10 contains 19712 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 208774 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 39444 members 
Mstep: Class 15 contains 93672 members 
Mstep: Class 16 contains 25074 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 19925 members 
Mstep: Class 21 contains 19147 members 
Mstep: Class 23 contains 10472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717728.000000 Penalty: 67921.164062
Iteration 327Q: 22 clusters Score -5.771773e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9484 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 10 contains 19716 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 208868 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 39317 members 
Mstep: Class 15 contains 93702 members 
Mstep: Class 16 contains 25068 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1685 members 
Mstep: Class 19 contains 19933 members 
Mstep: Class 21 contains 19144 members 
Mstep: Class 23 contains 10475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717620.000000 Penalty: 67921.164062
Iteration 328Q: 22 clusters Score -5.771762e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9485 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6408 members 
Mstep: Class 10 contains 19718 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 208962 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 39194 members 
Mstep: Class 15 contains 93710 members 
Mstep: Class 16 contains 25069 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1685 members 
Mstep: Class 19 contains 19949 members 
Mstep: Class 21 contains 19144 members 
Mstep: Class 23 contains 10477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717556.000000 Penalty: 67921.164062
Iteration 329Q: 22 clusters Score -5.771756e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9489 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 10 contains 19723 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 209053 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 39068 members 
Mstep: Class 15 contains 93726 members 
Mstep: Class 16 contains 25075 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1683 members 
Mstep: Class 19 contains 19960 members 
Mstep: Class 21 contains 19143 members 
Mstep: Class 23 contains 10472 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 330Q: 22 clusters Score -5.771749e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9492 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 10 contains 19728 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 209171 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 38945 members 
Mstep: Class 15 contains 93732 members 
Mstep: Class 16 contains 25072 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1683 members 
Mstep: Class 19 contains 19964 members 
Mstep: Class 21 contains 19137 members 
Mstep: Class 23 contains 10468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717524.000000 Penalty: 67921.164062
Iteration 331Q: 22 clusters Score -5.771752e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9496 members 
Mstep: Class 8 contains 1423 members 
Mstep: Class 9 contains 6411 members 
Mstep: Class 10 contains 19728 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 209277 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 38807 members 
Mstep: Class 15 contains 93748 members 
Mstep: Class 16 contains 25076 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1683 members 
Mstep: Class 19 contains 19968 members 
Mstep: Class 21 contains 19141 members 
Mstep: Class 23 contains 10466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717508.000000 Penalty: 67921.164062
Iteration 332Q: 22 clusters Score -5.771751e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9505 members 
Mstep: Class 8 contains 1423 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 10 contains 19727 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 209407 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 38639 members 
Mstep: Class 15 contains 93775 members 
Mstep: Class 16 contains 25074 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1683 members 
Mstep: Class 19 contains 19968 members 
Mstep: Class 21 contains 19146 members 
Mstep: Class 23 contains 10467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717532.000000 Penalty: 67921.164062
Iteration 333Q: 22 clusters Score -5.771753e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9515 members 
Mstep: Class 8 contains 1423 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 10 contains 19720 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 209573 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 38462 members 
Mstep: Class 15 contains 93782 members 
Mstep: Class 16 contains 25075 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1683 members 
Mstep: Class 19 contains 19972 members 
Mstep: Class 21 contains 19146 members 
Mstep: Class 23 contains 10464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717416.000000 Penalty: 67921.164062
Iteration 334Q: 22 clusters Score -5.771742e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9523 members 
Mstep: Class 8 contains 1423 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 10 contains 19710 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 209753 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 38271 members 
Mstep: Class 15 contains 93782 members 
Mstep: Class 16 contains 25074 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1683 members 
Mstep: Class 19 contains 19975 members 
Mstep: Class 21 contains 19156 members 
Mstep: Class 23 contains 10465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717408.000000 Penalty: 67921.164062
Iteration 335Q: 22 clusters Score -5.771741e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9532 members 
Mstep: Class 8 contains 1423 members 
Mstep: Class 9 contains 6406 members 
Mstep: Class 10 contains 19703 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 209894 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 38099 members 
Mstep: Class 15 contains 93785 members 
Mstep: Class 16 contains 25079 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1683 members 
Mstep: Class 19 contains 19988 members 
Mstep: Class 21 contains 19169 members 
Mstep: Class 23 contains 10464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717392.000000 Penalty: 67921.164062
Iteration 336Q: 22 clusters Score -5.771739e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9538 members 
Mstep: Class 8 contains 1423 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 10 contains 19688 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 210088 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 37898 members 
Mstep: Class 15 contains 93788 members 
Mstep: Class 16 contains 25086 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1683 members 
Mstep: Class 19 contains 19991 members 
Mstep: Class 21 contains 19177 members 
Mstep: Class 23 contains 10458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717192.000000 Penalty: 67921.164062
Iteration 337Q: 22 clusters Score -5.771719e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9544 members 
Mstep: Class 8 contains 1423 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 19674 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 210274 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 37695 members 
Mstep: Class 15 contains 93792 members 
Mstep: Class 16 contains 25081 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1683 members 
Mstep: Class 19 contains 19997 members 
Mstep: Class 21 contains 19192 members 
Mstep: Class 23 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717192.000000 Penalty: 67921.164062
Iteration 338Q: 22 clusters Score -5.771719e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9540 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6425 members 
Mstep: Class 10 contains 19663 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 210432 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 37520 members 
Mstep: Class 15 contains 93801 members 
Mstep: Class 16 contains 25079 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1683 members 
Mstep: Class 19 contains 20015 members 
Mstep: Class 21 contains 19198 members 
Mstep: Class 23 contains 10448 members 
Entering Unmasked Estep 
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Iteration 339Q: 22 clusters Score -5.771715e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9537 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6426 members 
Mstep: Class 10 contains 19664 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 210583 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 37323 members 
Mstep: Class 15 contains 93810 members 
Mstep: Class 16 contains 25084 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1683 members 
Mstep: Class 19 contains 20033 members 
Mstep: Class 21 contains 19213 members 
Mstep: Class 23 contains 10448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717100.000000 Penalty: 67921.164062
Iteration 340F: 22 clusters Score -5.77171e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9524 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6422 members 
Mstep: Class 10 contains 19662 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 210758 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 37148 members 
Mstep: Class 15 contains 93815 members 
Mstep: Class 16 contains 25080 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1683 members 
Mstep: Class 19 contains 20040 members 
Mstep: Class 21 contains 19225 members 
Mstep: Class 23 contains 10447 members 
Entering Unmasked Estep 
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Iteration 341Q: 22 clusters Score -5.771697e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9514 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 19658 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 210918 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 36960 members 
Mstep: Class 15 contains 93838 members 
Mstep: Class 16 contains 25080 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1683 members 
Mstep: Class 19 contains 20050 members 
Mstep: Class 21 contains 19238 members 
Mstep: Class 23 contains 10447 members 
Entering Unmasked Estep 
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Iteration 342Q: 22 clusters Score -5.771704e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9506 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6420 members 
Mstep: Class 10 contains 19651 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 211065 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 36811 members 
Mstep: Class 15 contains 93853 members 
Mstep: Class 16 contains 25073 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1682 members 
Mstep: Class 19 contains 20067 members 
Mstep: Class 21 contains 19235 members 
Mstep: Class 23 contains 10441 members 
Entering Unmasked Estep 
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Iteration 343Q: 22 clusters Score -5.771705e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9505 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6419 members 
Mstep: Class 10 contains 19643 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 211197 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 36685 members 
Mstep: Class 15 contains 93862 members 
Mstep: Class 16 contains 25066 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 20081 members 
Mstep: Class 21 contains 19231 members 
Mstep: Class 23 contains 10434 members 
Entering Unmasked Estep 
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Iteration 344Q: 22 clusters Score -5.771698e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9503 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6421 members 
Mstep: Class 10 contains 19633 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 211328 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 36552 members 
Mstep: Class 15 contains 93877 members 
Mstep: Class 16 contains 25058 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 20093 members 
Mstep: Class 21 contains 19226 members 
Mstep: Class 23 contains 10432 members 
Entering Unmasked Estep 
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Iteration 345Q: 22 clusters Score -5.771704e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9507 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6422 members 
Mstep: Class 10 contains 19630 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 211417 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 36441 members 
Mstep: Class 15 contains 93886 members 
Mstep: Class 16 contains 25060 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 20105 members 
Mstep: Class 21 contains 19221 members 
Mstep: Class 23 contains 10434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57716992.000000 Penalty: 67921.164062
Iteration 346Q: 22 clusters Score -5.771699e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9503 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6422 members 
Mstep: Class 10 contains 19627 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 211504 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 36333 members 
Mstep: Class 15 contains 93894 members 
Mstep: Class 16 contains 25064 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1680 members 
Mstep: Class 19 contains 20121 members 
Mstep: Class 21 contains 19226 members 
Mstep: Class 23 contains 10430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717040.000000 Penalty: 67921.164062
Iteration 347Q: 22 clusters Score -5.771704e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9497 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6421 members 
Mstep: Class 10 contains 19622 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 211579 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 36239 members 
Mstep: Class 15 contains 93907 members 
Mstep: Class 16 contains 25072 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1680 members 
Mstep: Class 19 contains 20135 members 
Mstep: Class 21 contains 19227 members 
Mstep: Class 23 contains 10425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717144.000000 Penalty: 67921.164062
Iteration 348Q: 22 clusters Score -5.771714e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9496 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6420 members 
Mstep: Class 10 contains 19622 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 211641 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 36151 members 
Mstep: Class 15 contains 93911 members 
Mstep: Class 16 contains 25082 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1680 members 
Mstep: Class 19 contains 20144 members 
Mstep: Class 21 contains 19235 members 
Mstep: Class 23 contains 10423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717088.000000 Penalty: 67921.164062
Iteration 349Q: 22 clusters Score -5.771709e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9494 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6422 members 
Mstep: Class 10 contains 19625 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 211681 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 36070 members 
Mstep: Class 15 contains 93921 members 
Mstep: Class 16 contains 25097 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1679 members 
Mstep: Class 19 contains 20157 members 
Mstep: Class 21 contains 19239 members 
Mstep: Class 23 contains 10420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717036.000000 Penalty: 67921.164062
Iteration 350Q: 22 clusters Score -5.771704e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9490 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6421 members 
Mstep: Class 10 contains 19624 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 211731 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 35999 members 
Mstep: Class 15 contains 93920 members 
Mstep: Class 16 contains 25108 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1679 members 
Mstep: Class 19 contains 20170 members 
Mstep: Class 21 contains 19247 members 
Mstep: Class 23 contains 10417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717136.000000 Penalty: 67921.164062
Iteration 351Q: 22 clusters Score -5.771714e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9492 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6422 members 
Mstep: Class 10 contains 19624 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 211777 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 35918 members 
Mstep: Class 15 contains 93929 members 
Mstep: Class 16 contains 25119 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1679 members 
Mstep: Class 19 contains 20182 members 
Mstep: Class 21 contains 19248 members 
Mstep: Class 23 contains 10416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57716984.000000 Penalty: 67921.164062
Iteration 352Q: 22 clusters Score -5.771698e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9494 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6422 members 
Mstep: Class 10 contains 19623 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 211846 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 35834 members 
Mstep: Class 15 contains 93917 members 
Mstep: Class 16 contains 25128 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1679 members 
Mstep: Class 19 contains 20194 members 
Mstep: Class 21 contains 19254 members 
Mstep: Class 23 contains 10415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717008.000000 Penalty: 67921.164062
Iteration 353Q: 22 clusters Score -5.771701e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9496 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6420 members 
Mstep: Class 10 contains 19623 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 211933 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 35726 members 
Mstep: Class 15 contains 93915 members 
Mstep: Class 16 contains 25138 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1679 members 
Mstep: Class 19 contains 20206 members 
Mstep: Class 21 contains 19256 members 
Mstep: Class 23 contains 10414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717024.000000 Penalty: 67921.164062
Iteration 354Q: 22 clusters Score -5.771702e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9494 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6419 members 
Mstep: Class 10 contains 19628 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 212018 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 35606 members 
Mstep: Class 15 contains 93920 members 
Mstep: Class 16 contains 25151 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1678 members 
Mstep: Class 19 contains 20218 members 
Mstep: Class 21 contains 19263 members 
Mstep: Class 23 contains 10411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57716972.000000 Penalty: 67921.164062
Iteration 355Q: 22 clusters Score -5.771697e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9497 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6420 members 
Mstep: Class 10 contains 19631 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 212086 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 35508 members 
Mstep: Class 15 contains 93917 members 
Mstep: Class 16 contains 25163 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 20233 members 
Mstep: Class 21 contains 19268 members 
Mstep: Class 23 contains 10407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57716948.000000 Penalty: 67921.164062
Iteration 356Q: 22 clusters Score -5.771695e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9497 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6420 members 
Mstep: Class 10 contains 19636 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 212150 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 35422 members 
Mstep: Class 15 contains 93910 members 
Mstep: Class 16 contains 25169 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 20245 members 
Mstep: Class 21 contains 19277 members 
Mstep: Class 23 contains 10406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57716848.000000 Penalty: 67921.164062
Iteration 357Q: 22 clusters Score -5.771685e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9497 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6416 members 
Mstep: Class 10 contains 19636 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 212233 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 35322 members 
Mstep: Class 15 contains 93905 members 
Mstep: Class 16 contains 25177 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 20250 members 
Mstep: Class 21 contains 19288 members 
Mstep: Class 23 contains 10409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57716888.000000 Penalty: 67921.164062
Iteration 358Q: 22 clusters Score -5.771689e+07 nChanged 279
Entering ConstructFrom: 
Score: -57716888.000000 Penalty: 67921.164062
Entering ConstructFrom: 
Trying to split cluster 1 (411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Entering Unmasked Estep 
Score: -47688.597656 Penalty: 1492.611084
	Iteration 0F: 2 clusters Score -47688.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -46283.507812 Penalty: 2985.222168
	Iteration 0F: 3 clusters Score -46283.51 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -46421.515625 Penalty: 2985.222168
	Iteration 1F: 3 clusters Score -46421.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46468.765625 Penalty: 2985.222168
	Iteration 2Q: 3 clusters Score -46468.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46497.128906 Penalty: 2985.222168
	Iteration 3Q: 3 clusters Score -46497.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -46504.644531 Penalty: 2985.222168
	Iteration 4Q: 3 clusters Score -46504.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -46509.789062 Penalty: 2985.222168
	Iteration 5Q: 3 clusters Score -46509.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -46509.789062 Penalty: 2985.222168
	Iteration 6F: 3 clusters Score -46509.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -59214.046875 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -59214.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -57687.875000 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -57687.88 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -58163.179688 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -58163.18 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -58343.140625 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -58343.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -58423.363281 Penalty: 3115.076416
	Iteration 3Q: 3 clusters Score -58423.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -58517.925781 Penalty: 3115.076416
	Iteration 4Q: 3 clusters Score -58517.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -58543.097656 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -58543.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -58579.410156 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -58579.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -58624.343750 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -58624.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -58667.207031 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -58667.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -58709.511719 Penalty: 3115.076416
	Iteration 9Q: 3 clusters Score -58709.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -58752.542969 Penalty: 3115.076416
	Iteration 10Q: 3 clusters Score -58752.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -58789.402344 Penalty: 3115.076416
	Iteration 11Q: 3 clusters Score -58789.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -58860.042969 Penalty: 3115.076416
	Iteration 12Q: 3 clusters Score -58860.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -58993.128906 Penalty: 3115.076416
	Iteration 13Q: 3 clusters Score -58993.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -59149.765625 Penalty: 3115.076416
	Iteration 14Q: 3 clusters Score -59149.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -59337.835938 Penalty: 3115.076416
	Iteration 15Q: 3 clusters Score -59337.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -59405.644531 Penalty: 3115.076416
	Iteration 16Q: 3 clusters Score -59405.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -59511.734375 Penalty: 3115.076416
	Iteration 17Q: 3 clusters Score -59511.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -59704.609375 Penalty: 3115.076416
	Iteration 18Q: 3 clusters Score -59704.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -59747.781250 Penalty: 3115.076416
	Iteration 19Q: 3 clusters Score -59747.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -59968.671875 Penalty: 3115.076416
	Iteration 20F: 3 clusters Score -59968.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 208 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9499 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6420 members 
Mstep: Class 10 contains 19631 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 212315 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 35219 members 
Mstep: Class 15 contains 93905 members 
Mstep: Class 16 contains 25189 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1672 members 
Mstep: Class 19 contains 20258 members 
Mstep: Class 20 contains 326 members 
Mstep: Class 21 contains 19291 members 
Mstep: Class 23 contains 10408 members 
Entering Unmasked Estep 
Score: -57715980.000000 Penalty: 71155.500000
Splitting cluster 2 changes total score from -57716888.000000 to -57715980.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Entering Unmasked Estep 
Score: -69079.179688 Penalty: 1611.200195
	Iteration 0F: 2 clusters Score -69079.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -67494.937500 Penalty: 3222.400391
	Iteration 0F: 3 clusters Score -67494.94 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -67839.531250 Penalty: 3222.400391
	Iteration 1F: 3 clusters Score -67839.53 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -68025.945312 Penalty: 3222.400391
	Iteration 2F: 3 clusters Score -68025.95 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -68167.382812 Penalty: 3222.400391
	Iteration 3F: 3 clusters Score -68167.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -68241.382812 Penalty: 3222.400391
	Iteration 4Q: 3 clusters Score -68241.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -68305.953125 Penalty: 3222.400391
	Iteration 5Q: 3 clusters Score -68305.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -68357.554688 Penalty: 3222.400391
	Iteration 6Q: 3 clusters Score -68357.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -68404.257812 Penalty: 3222.400391
	Iteration 7Q: 3 clusters Score -68404.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -68436.945312 Penalty: 3222.400391
	Iteration 8Q: 3 clusters Score -68436.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -68460.539062 Penalty: 3222.400391
	Iteration 9Q: 3 clusters Score -68460.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -68472.250000 Penalty: 3222.400391
	Iteration 10Q: 3 clusters Score -68472.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -68472.250000 Penalty: 3222.400391
	Iteration 11F: 3 clusters Score -68472.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Entering Unmasked Estep 
Score: -161256.765625 Penalty: 1775.504395
	Iteration 0F: 2 clusters Score -161256.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -159113.500000 Penalty: 3551.008789
	Iteration 0F: 3 clusters Score -159113.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -159396.531250 Penalty: 3551.008789
	Iteration 1F: 3 clusters Score -159396.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -159492.546875 Penalty: 3551.008789
	Iteration 2F: 3 clusters Score -159492.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -159530.343750 Penalty: 3551.008789
	Iteration 3Q: 3 clusters Score -159530.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -159556.281250 Penalty: 3551.008789
	Iteration 4Q: 3 clusters Score -159556.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -159573.750000 Penalty: 3551.008789
	Iteration 5Q: 3 clusters Score -159573.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -159591.218750 Penalty: 3551.008789
	Iteration 6Q: 3 clusters Score -159591.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -159597.609375 Penalty: 3551.008789
	Iteration 7Q: 3 clusters Score -159597.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -159601.890625 Penalty: 3551.008789
	Iteration 8Q: 3 clusters Score -159601.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -159607.171875 Penalty: 3551.008789
	Iteration 9Q: 3 clusters Score -159607.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -159613.875000 Penalty: 3551.008789
	Iteration 10Q: 3 clusters Score -159613.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -159616.875000 Penalty: 3551.008789
	Iteration 11Q: 3 clusters Score -159616.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -159617.625000 Penalty: 3551.008789
	Iteration 12Q: 3 clusters Score -159617.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -159618.234375 Penalty: 3551.008789
	Iteration 13Q: 3 clusters Score -159618.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -159619.781250 Penalty: 3551.008789
	Iteration 14Q: 3 clusters Score -159619.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -159621.718750 Penalty: 3551.008789
	Iteration 15Q: 3 clusters Score -159621.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -159624.218750 Penalty: 3551.008789
	Iteration 16Q: 3 clusters Score -159624.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -159624.875000 Penalty: 3551.008789
	Iteration 17Q: 3 clusters Score -159624.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -159624.875000 Penalty: 3551.008789
	Iteration 18F: 3 clusters Score -159624.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -78020.218750 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -78020.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -76366.851562 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -76366.85 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -76548.101562 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -76548.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -76608.148438 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -76608.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -76637.093750 Penalty: 3197.863525
	Iteration 3Q: 3 clusters Score -76637.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -76660.515625 Penalty: 3197.863525
	Iteration 4Q: 3 clusters Score -76660.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -76669.765625 Penalty: 3197.863525
	Iteration 5Q: 3 clusters Score -76669.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -76672.039062 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -76672.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -76672.789062 Penalty: 3197.863525
	Iteration 7Q: 3 clusters Score -76672.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -76674.179688 Penalty: 3197.863525
	Iteration 8Q: 3 clusters Score -76674.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76677.539062 Penalty: 3197.863525
	Iteration 9Q: 3 clusters Score -76677.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76679.750000 Penalty: 3197.863525
	Iteration 10Q: 3 clusters Score -76679.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76679.750000 Penalty: 3197.863525
	Iteration 11F: 3 clusters Score -76679.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -45203.906250 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -45203.91 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 209 members 
Entering Unmasked Estep 
Score: -43843.050781 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -43843.05 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -43997.339844 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -43997.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -44061.621094 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -44061.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -44125.277344 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -44125.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -44235.988281 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -44235.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -44405.167969 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -44405.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -44494.140625 Penalty: 2993.598877
	Iteration 6F: 3 clusters Score -44494.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -44582.550781 Penalty: 2993.598877
	Iteration 7F: 3 clusters Score -44582.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -44655.515625 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -44655.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -44727.824219 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -44727.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -44755.726562 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -44755.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -44767.984375 Penalty: 2993.598877
	Iteration 11Q: 3 clusters Score -44767.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -44783.468750 Penalty: 2993.598877
	Iteration 12Q: 3 clusters Score -44783.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -44804.207031 Penalty: 2993.598877
	Iteration 13Q: 3 clusters Score -44804.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -44824.449219 Penalty: 2993.598877
	Iteration 14Q: 3 clusters Score -44824.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -44828.925781 Penalty: 2993.598877
	Iteration 15Q: 3 clusters Score -44828.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -44833.050781 Penalty: 2993.598877
	Iteration 16Q: 3 clusters Score -44833.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -44837.011719 Penalty: 2993.598877
	Iteration 17Q: 3 clusters Score -44837.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -44841.378906 Penalty: 2993.598877
	Iteration 18Q: 3 clusters Score -44841.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -44841.378906 Penalty: 2993.598877
	Iteration 19F: 3 clusters Score -44841.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Entering Unmasked Estep 
Score: -1228171.125000 Penalty: 2271.417725
	Iteration 0F: 2 clusters Score -1228171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1220782.625000 Penalty: 4542.835449
	Iteration 0F: 3 clusters Score -1220783 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1222862.625000 Penalty: 4542.835449
	Iteration 1F: 3 clusters Score -1222863 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1223133.125000 Penalty: 4542.835449
	Iteration 2F: 3 clusters Score -1223133 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1223298.125000 Penalty: 4542.835449
	Iteration 3Q: 3 clusters Score -1223298 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1223412.750000 Penalty: 4542.835449
	Iteration 4Q: 3 clusters Score -1223413 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1223510.125000 Penalty: 4542.835449
	Iteration 5Q: 3 clusters Score -1223510 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1223591.625000 Penalty: 4542.835449
	Iteration 6Q: 3 clusters Score -1223592 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1223650.875000 Penalty: 4542.835449
	Iteration 7Q: 3 clusters Score -1223651 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1223700.125000 Penalty: 4542.835449
	Iteration 8Q: 3 clusters Score -1223700 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1223738.875000 Penalty: 4542.835449
	Iteration 9Q: 3 clusters Score -1223739 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1223782.375000 Penalty: 4542.835449
	Iteration 10Q: 3 clusters Score -1223782 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1223819.000000 Penalty: 4542.835449
	Iteration 11Q: 3 clusters Score -1223819 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1223859.125000 Penalty: 4542.835449
	Iteration 12Q: 3 clusters Score -1223859 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1223890.250000 Penalty: 4542.835449
	Iteration 13Q: 3 clusters Score -1223890 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1223922.750000 Penalty: 4542.835449
	Iteration 14Q: 3 clusters Score -1223923 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1223955.125000 Penalty: 4542.835449
	Iteration 15Q: 3 clusters Score -1223955 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1224003.875000 Penalty: 4542.835449
	Iteration 16Q: 3 clusters Score -1224004 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1224060.000000 Penalty: 4542.835449
	Iteration 17Q: 3 clusters Score -1224060 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1224110.875000 Penalty: 4542.835449
	Iteration 18Q: 3 clusters Score -1224111 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1224172.750000 Penalty: 4542.835449
	Iteration 19Q: 3 clusters Score -1224173 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1224234.750000 Penalty: 4542.835449
	Iteration 20F: 3 clusters Score -1224235 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1224298.000000 Penalty: 4542.835449
	Iteration 21Q: 3 clusters Score -1224298 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1224383.875000 Penalty: 4542.835449
	Iteration 22Q: 3 clusters Score -1224384 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1224464.875000 Penalty: 4542.835449
	Iteration 23Q: 3 clusters Score -1224465 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1224552.375000 Penalty: 4542.835449
	Iteration 24Q: 3 clusters Score -1224552 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1224655.250000 Penalty: 4542.835449
	Iteration 25Q: 3 clusters Score -1224655 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1224786.500000 Penalty: 4542.835449
	Iteration 26Q: 3 clusters Score -1224786 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1224951.625000 Penalty: 4542.835449
	Iteration 27Q: 3 clusters Score -1224952 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1225118.125000 Penalty: 4542.835449
	Iteration 28Q: 3 clusters Score -1225118 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1225274.625000 Penalty: 4542.835449
	Iteration 29Q: 3 clusters Score -1225275 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1225408.125000 Penalty: 4542.835449
	Iteration 30Q: 3 clusters Score -1225408 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1225505.375000 Penalty: 4542.835449
	Iteration 31Q: 3 clusters Score -1225505 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1225576.625000 Penalty: 4542.835449
	Iteration 32Q: 3 clusters Score -1225577 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1225641.125000 Penalty: 4542.835449
	Iteration 33Q: 3 clusters Score -1225641 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1225701.875000 Penalty: 4542.835449
	Iteration 34Q: 3 clusters Score -1225702 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1225753.500000 Penalty: 4542.835449
	Iteration 35Q: 3 clusters Score -1225754 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1225796.500000 Penalty: 4542.835449
	Iteration 36Q: 3 clusters Score -1225796 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1225841.625000 Penalty: 4542.835449
	Iteration 37Q: 3 clusters Score -1225842 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1225877.625000 Penalty: 4542.835449
	Iteration 38Q: 3 clusters Score -1225878 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1225910.000000 Penalty: 4542.835449
	Iteration 39Q: 3 clusters Score -1225910 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1225932.750000 Penalty: 4542.835449
	Iteration 40F: 3 clusters Score -1225933 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1225952.375000 Penalty: 4542.835449
	Iteration 41Q: 3 clusters Score -1225952 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1225972.875000 Penalty: 4542.835449
	Iteration 42Q: 3 clusters Score -1225973 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1225990.000000 Penalty: 4542.835449
	Iteration 43Q: 3 clusters Score -1225990 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1226000.875000 Penalty: 4542.835449
	Iteration 44Q: 3 clusters Score -1226001 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1226006.750000 Penalty: 4542.835449
	Iteration 45Q: 3 clusters Score -1226007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1226015.250000 Penalty: 4542.835449
	Iteration 46Q: 3 clusters Score -1226015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1226021.625000 Penalty: 4542.835449
	Iteration 47Q: 3 clusters Score -1226022 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1226031.000000 Penalty: 4542.835449
	Iteration 48Q: 3 clusters Score -1226031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1226037.500000 Penalty: 4542.835449
	Iteration 49Q: 3 clusters Score -1226038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1226045.250000 Penalty: 4542.835449
	Iteration 50Q: 3 clusters Score -1226045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1226048.750000 Penalty: 4542.835449
	Iteration 51Q: 3 clusters Score -1226049 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1226051.500000 Penalty: 4542.835449
	Iteration 52Q: 3 clusters Score -1226052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1226060.750000 Penalty: 4542.835449
	Iteration 53Q: 3 clusters Score -1226061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1226065.250000 Penalty: 4542.835449
	Iteration 54Q: 3 clusters Score -1226065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1226067.625000 Penalty: 4542.835449
	Iteration 55Q: 3 clusters Score -1226068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1226070.125000 Penalty: 4542.835449
	Iteration 56Q: 3 clusters Score -1226070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1226072.750000 Penalty: 4542.835449
	Iteration 57Q: 3 clusters Score -1226073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1226077.625000 Penalty: 4542.835449
	Iteration 58Q: 3 clusters Score -1226078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1226082.375000 Penalty: 4542.835449
	Iteration 59Q: 3 clusters Score -1226082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1226083.625000 Penalty: 4542.835449
	Iteration 60F: 3 clusters Score -1226084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1226086.125000 Penalty: 4542.835449
	Iteration 61Q: 3 clusters Score -1226086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1226092.625000 Penalty: 4542.835449
	Iteration 62Q: 3 clusters Score -1226093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1226091.500000 Penalty: 4542.835449
	Iteration 63Q: 3 clusters Score -1226092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1226093.125000 Penalty: 4542.835449
	Iteration 64Q: 3 clusters Score -1226093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1226096.000000 Penalty: 4542.835449
	Iteration 65Q: 3 clusters Score -1226096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1226094.750000 Penalty: 4542.835449
	Iteration 66Q: 3 clusters Score -1226095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1226095.250000 Penalty: 4542.835449
	Iteration 67Q: 3 clusters Score -1226095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1226097.000000 Penalty: 4542.835449
	Iteration 68Q: 3 clusters Score -1226097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1226098.000000 Penalty: 4542.835449
	Iteration 69Q: 3 clusters Score -1226098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1226099.250000 Penalty: 4542.835449
	Iteration 70Q: 3 clusters Score -1226099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1226101.625000 Penalty: 4542.835449
	Iteration 71Q: 3 clusters Score -1226102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1226100.625000 Penalty: 4542.835449
	Iteration 72Q: 3 clusters Score -1226101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1226103.375000 Penalty: 4542.835449
	Iteration 73Q: 3 clusters Score -1226103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1226105.875000 Penalty: 4542.835449
	Iteration 74Q: 3 clusters Score -1226106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1226106.125000 Penalty: 4542.835449
	Iteration 75Q: 3 clusters Score -1226106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1226108.375000 Penalty: 4542.835449
	Iteration 76Q: 3 clusters Score -1226108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1226108.250000 Penalty: 4542.835449
	Iteration 77Q: 3 clusters Score -1226108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1226109.250000 Penalty: 4542.835449
	Iteration 78Q: 3 clusters Score -1226109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1226108.875000 Penalty: 4542.835449
	Iteration 79Q: 3 clusters Score -1226109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1226109.000000 Penalty: 4542.835449
	Iteration 80F: 3 clusters Score -1226109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1226108.375000 Penalty: 4542.835449
	Iteration 81Q: 3 clusters Score -1226108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1226111.125000 Penalty: 4542.835449
	Iteration 82Q: 3 clusters Score -1226111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1226112.500000 Penalty: 4542.835449
	Iteration 83Q: 3 clusters Score -1226112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1226113.750000 Penalty: 4542.835449
	Iteration 84Q: 3 clusters Score -1226114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1226112.500000 Penalty: 4542.835449
	Iteration 85Q: 3 clusters Score -1226112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1226112.500000 Penalty: 4542.835449
	Iteration 86F: 3 clusters Score -1226112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Entering Unmasked Estep 
Score: -179105.234375 Penalty: 1800.783813
	Iteration 0F: 2 clusters Score -179105.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -176898.593750 Penalty: 3601.567627
	Iteration 0F: 3 clusters Score -176898.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -177229.703125 Penalty: 3601.567627
	Iteration 1F: 3 clusters Score -177229.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -177336.750000 Penalty: 3601.567627
	Iteration 2F: 3 clusters Score -177336.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -177436.640625 Penalty: 3601.567627
	Iteration 3Q: 3 clusters Score -177436.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -177506.328125 Penalty: 3601.567627
	Iteration 4Q: 3 clusters Score -177506.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -177560.453125 Penalty: 3601.567627
	Iteration 5Q: 3 clusters Score -177560.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -177613.468750 Penalty: 3601.567627
	Iteration 6Q: 3 clusters Score -177613.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -177655.500000 Penalty: 3601.567627
	Iteration 7Q: 3 clusters Score -177655.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -177685.296875 Penalty: 3601.567627
	Iteration 8Q: 3 clusters Score -177685.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -177706.250000 Penalty: 3601.567627
	Iteration 9Q: 3 clusters Score -177706.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -177715.890625 Penalty: 3601.567627
	Iteration 10Q: 3 clusters Score -177715.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -177721.500000 Penalty: 3601.567627
	Iteration 11Q: 3 clusters Score -177721.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -177728.734375 Penalty: 3601.567627
	Iteration 12Q: 3 clusters Score -177728.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -177733.171875 Penalty: 3601.567627
	Iteration 13Q: 3 clusters Score -177733.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -177739.078125 Penalty: 3601.567627
	Iteration 14Q: 3 clusters Score -177739.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -177742.500000 Penalty: 3601.567627
	Iteration 15Q: 3 clusters Score -177742.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -177744.359375 Penalty: 3601.567627
	Iteration 16Q: 3 clusters Score -177744.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -177746.093750 Penalty: 3601.567627
	Iteration 17Q: 3 clusters Score -177746.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -177750.937500 Penalty: 3601.567627
	Iteration 18Q: 3 clusters Score -177750.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -177755.687500 Penalty: 3601.567627
	Iteration 19Q: 3 clusters Score -177755.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -177760.750000 Penalty: 3601.567627
	Iteration 20F: 3 clusters Score -177760.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -177764.703125 Penalty: 3601.567627
	Iteration 21Q: 3 clusters Score -177764.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -177765.593750 Penalty: 3601.567627
	Iteration 22Q: 3 clusters Score -177765.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -177768.109375 Penalty: 3601.567627
	Iteration 23Q: 3 clusters Score -177768.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -177772.062500 Penalty: 3601.567627
	Iteration 24Q: 3 clusters Score -177772.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -177777.937500 Penalty: 3601.567627
	Iteration 25Q: 3 clusters Score -177777.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -177786.343750 Penalty: 3601.567627
	Iteration 26Q: 3 clusters Score -177786.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -177799.031250 Penalty: 3601.567627
	Iteration 27Q: 3 clusters Score -177799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -177807.000000 Penalty: 3601.567627
	Iteration 28Q: 3 clusters Score -177807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -177812.859375 Penalty: 3601.567627
	Iteration 29Q: 3 clusters Score -177812.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -177824.078125 Penalty: 3601.567627
	Iteration 30Q: 3 clusters Score -177824.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -177829.375000 Penalty: 3601.567627
	Iteration 31Q: 3 clusters Score -177829.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -177835.109375 Penalty: 3601.567627
	Iteration 32Q: 3 clusters Score -177835.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -177844.015625 Penalty: 3601.567627
	Iteration 33Q: 3 clusters Score -177844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -177846.937500 Penalty: 3601.567627
	Iteration 34Q: 3 clusters Score -177846.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -177846.937500 Penalty: 3601.567627
	Iteration 35F: 3 clusters Score -177846.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Entering Unmasked Estep 
Score: -819101.812500 Penalty: 2174.259033
	Iteration 0F: 2 clusters Score -819101.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -813680.625000 Penalty: 4348.518066
	Iteration 0F: 3 clusters Score -813680.6 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -815116.812500 Penalty: 4348.518066
	Iteration 1F: 3 clusters Score -815116.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -815382.250000 Penalty: 4348.518066
	Iteration 2F: 3 clusters Score -815382.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -815554.562500 Penalty: 4348.518066
	Iteration 3F: 3 clusters Score -815554.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -815686.812500 Penalty: 4348.518066
	Iteration 4Q: 3 clusters Score -815686.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -815793.187500 Penalty: 4348.518066
	Iteration 5Q: 3 clusters Score -815793.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -815904.000000 Penalty: 4348.518066
	Iteration 6Q: 3 clusters Score -815904 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -816034.375000 Penalty: 4348.518066
	Iteration 7Q: 3 clusters Score -816034.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -816166.250000 Penalty: 4348.518066
	Iteration 8Q: 3 clusters Score -816166.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -816290.562500 Penalty: 4348.518066
	Iteration 9Q: 3 clusters Score -816290.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -816403.125000 Penalty: 4348.518066
	Iteration 10Q: 3 clusters Score -816403.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -816512.937500 Penalty: 4348.518066
	Iteration 11Q: 3 clusters Score -816512.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -816619.000000 Penalty: 4348.518066
	Iteration 12Q: 3 clusters Score -816619 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -816720.625000 Penalty: 4348.518066
	Iteration 13Q: 3 clusters Score -816720.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -816801.437500 Penalty: 4348.518066
	Iteration 14Q: 3 clusters Score -816801.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -816889.125000 Penalty: 4348.518066
	Iteration 15Q: 3 clusters Score -816889.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -816955.687500 Penalty: 4348.518066
	Iteration 16Q: 3 clusters Score -816955.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -817026.812500 Penalty: 4348.518066
	Iteration 17Q: 3 clusters Score -817026.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -817089.062500 Penalty: 4348.518066
	Iteration 18Q: 3 clusters Score -817089.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -817149.750000 Penalty: 4348.518066
	Iteration 19Q: 3 clusters Score -817149.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -817212.125000 Penalty: 4348.518066
	Iteration 20F: 3 clusters Score -817212.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -817266.812500 Penalty: 4348.518066
	Iteration 21Q: 3 clusters Score -817266.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -817311.437500 Penalty: 4348.518066
	Iteration 22Q: 3 clusters Score -817311.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -817354.812500 Penalty: 4348.518066
	Iteration 23Q: 3 clusters Score -817354.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -817385.312500 Penalty: 4348.518066
	Iteration 24Q: 3 clusters Score -817385.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -817411.750000 Penalty: 4348.518066
	Iteration 25Q: 3 clusters Score -817411.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -817428.312500 Penalty: 4348.518066
	Iteration 26Q: 3 clusters Score -817428.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -817435.500000 Penalty: 4348.518066
	Iteration 27Q: 3 clusters Score -817435.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -817441.062500 Penalty: 4348.518066
	Iteration 28Q: 3 clusters Score -817441.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -817446.937500 Penalty: 4348.518066
	Iteration 29Q: 3 clusters Score -817446.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -817456.312500 Penalty: 4348.518066
	Iteration 30Q: 3 clusters Score -817456.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -817464.812500 Penalty: 4348.518066
	Iteration 31Q: 3 clusters Score -817464.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -817471.875000 Penalty: 4348.518066
	Iteration 32Q: 3 clusters Score -817471.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -817477.687500 Penalty: 4348.518066
	Iteration 33Q: 3 clusters Score -817477.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -817484.625000 Penalty: 4348.518066
	Iteration 34Q: 3 clusters Score -817484.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -817488.437500 Penalty: 4348.518066
	Iteration 35Q: 3 clusters Score -817488.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -817489.750000 Penalty: 4348.518066
	Iteration 36Q: 3 clusters Score -817489.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -817493.062500 Penalty: 4348.518066
	Iteration 37Q: 3 clusters Score -817493.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -817498.250000 Penalty: 4348.518066
	Iteration 38Q: 3 clusters Score -817498.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -817500.937500 Penalty: 4348.518066
	Iteration 39Q: 3 clusters Score -817500.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -817505.500000 Penalty: 4348.518066
	Iteration 40F: 3 clusters Score -817505.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -817508.187500 Penalty: 4348.518066
	Iteration 41Q: 3 clusters Score -817508.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -817510.687500 Penalty: 4348.518066
	Iteration 42Q: 3 clusters Score -817510.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -817517.437500 Penalty: 4348.518066
	Iteration 43Q: 3 clusters Score -817517.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -817520.250000 Penalty: 4348.518066
	Iteration 44Q: 3 clusters Score -817520.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -817528.125000 Penalty: 4348.518066
	Iteration 45Q: 3 clusters Score -817528.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -817536.437500 Penalty: 4348.518066
	Iteration 46Q: 3 clusters Score -817536.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -817543.500000 Penalty: 4348.518066
	Iteration 47Q: 3 clusters Score -817543.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -817556.750000 Penalty: 4348.518066
	Iteration 48Q: 3 clusters Score -817556.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -817574.937500 Penalty: 4348.518066
	Iteration 49Q: 3 clusters Score -817574.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -817589.250000 Penalty: 4348.518066
	Iteration 50Q: 3 clusters Score -817589.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -817605.312500 Penalty: 4348.518066
	Iteration 51Q: 3 clusters Score -817605.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -817612.062500 Penalty: 4348.518066
	Iteration 52Q: 3 clusters Score -817612.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -817616.812500 Penalty: 4348.518066
	Iteration 53Q: 3 clusters Score -817616.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -817619.812500 Penalty: 4348.518066
	Iteration 54Q: 3 clusters Score -817619.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -817624.687500 Penalty: 4348.518066
	Iteration 55Q: 3 clusters Score -817624.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -817628.250000 Penalty: 4348.518066
	Iteration 56Q: 3 clusters Score -817628.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -817629.687500 Penalty: 4348.518066
	Iteration 57Q: 3 clusters Score -817629.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -817629.437500 Penalty: 4348.518066
	Iteration 58Q: 3 clusters Score -817629.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -817635.375000 Penalty: 4348.518066
	Iteration 59Q: 3 clusters Score -817635.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -817637.500000 Penalty: 4348.518066
	Iteration 60F: 3 clusters Score -817637.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -817640.937500 Penalty: 4348.518066
	Iteration 61Q: 3 clusters Score -817640.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -817641.500000 Penalty: 4348.518066
	Iteration 62Q: 3 clusters Score -817641.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -817640.562500 Penalty: 4348.518066
	Iteration 63Q: 3 clusters Score -817640.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -817642.687500 Penalty: 4348.518066
	Iteration 64Q: 3 clusters Score -817642.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -817644.125000 Penalty: 4348.518066
	Iteration 65Q: 3 clusters Score -817644.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -817646.062500 Penalty: 4348.518066
	Iteration 66Q: 3 clusters Score -817646.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -817649.125000 Penalty: 4348.518066
	Iteration 67Q: 3 clusters Score -817649.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -817649.437500 Penalty: 4348.518066
	Iteration 68Q: 3 clusters Score -817649.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -817649.687500 Penalty: 4348.518066
	Iteration 69Q: 3 clusters Score -817649.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -817649.187500 Penalty: 4348.518066
	Iteration 70Q: 3 clusters Score -817649.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -817648.625000 Penalty: 4348.518066
	Iteration 71Q: 3 clusters Score -817648.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -817649.937500 Penalty: 4348.518066
	Iteration 72Q: 3 clusters Score -817649.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -817649.125000 Penalty: 4348.518066
	Iteration 73Q: 3 clusters Score -817649.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -817650.312500 Penalty: 4348.518066
	Iteration 74Q: 3 clusters Score -817650.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -817652.562500 Penalty: 4348.518066
	Iteration 75Q: 3 clusters Score -817652.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -817652.187500 Penalty: 4348.518066
	Iteration 76Q: 3 clusters Score -817652.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -817653.062500 Penalty: 4348.518066
	Iteration 77Q: 3 clusters Score -817653.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -817653.812500 Penalty: 4348.518066
	Iteration 78Q: 3 clusters Score -817653.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -817654.312500 Penalty: 4348.518066
	Iteration 79Q: 3 clusters Score -817654.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -817654.937500 Penalty: 4348.518066
	Iteration 80F: 3 clusters Score -817654.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Entering Unmasked Estep 
Score: -2544901.000000 Penalty: 2451.446533
	Iteration 0F: 2 clusters Score -2544901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2531080.000000 Penalty: 4902.893066
	Iteration 0F: 3 clusters Score -2531080 nChanged 8551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2535570.250000 Penalty: 4902.893066
	Iteration 1F: 3 clusters Score -2535570 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -2535937.750000 Penalty: 4902.893066
	Iteration 2F: 3 clusters Score -2535938 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -2536209.000000 Penalty: 4902.893066
	Iteration 3Q: 3 clusters Score -2536209 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -2536431.750000 Penalty: 4902.893066
	Iteration 4Q: 3 clusters Score -2536432 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -2536609.750000 Penalty: 4902.893066
	Iteration 5Q: 3 clusters Score -2536610 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -2536765.250000 Penalty: 4902.893066
	Iteration 6Q: 3 clusters Score -2536765 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -2536879.750000 Penalty: 4902.893066
	Iteration 7Q: 3 clusters Score -2536880 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2536993.000000 Penalty: 4902.893066
	Iteration 8Q: 3 clusters Score -2536993 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2537109.250000 Penalty: 4902.893066
	Iteration 9Q: 3 clusters Score -2537109 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -2537246.250000 Penalty: 4902.893066
	Iteration 10Q: 3 clusters Score -2537246 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -2537387.250000 Penalty: 4902.893066
	Iteration 11Q: 3 clusters Score -2537387 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -2537536.500000 Penalty: 4902.893066
	Iteration 12Q: 3 clusters Score -2537536 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2537706.000000 Penalty: 4902.893066
	Iteration 13Q: 3 clusters Score -2537706 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2537926.750000 Penalty: 4902.893066
	Iteration 14Q: 3 clusters Score -2537927 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2538213.250000 Penalty: 4902.893066
	Iteration 15Q: 3 clusters Score -2538213 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2538580.000000 Penalty: 4902.893066
	Iteration 16Q: 3 clusters Score -2538580 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -2539044.250000 Penalty: 4902.893066
	Iteration 17Q: 3 clusters Score -2539044 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2539508.000000 Penalty: 4902.893066
	Iteration 18Q: 3 clusters Score -2539508 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2539869.500000 Penalty: 4902.893066
	Iteration 19Q: 3 clusters Score -2539870 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -2540107.000000 Penalty: 4902.893066
	Iteration 20F: 3 clusters Score -2540107 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -2540259.000000 Penalty: 4902.893066
	Iteration 21Q: 3 clusters Score -2540259 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -2540362.250000 Penalty: 4902.893066
	Iteration 22Q: 3 clusters Score -2540362 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -2540440.750000 Penalty: 4902.893066
	Iteration 23Q: 3 clusters Score -2540441 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2540506.750000 Penalty: 4902.893066
	Iteration 24Q: 3 clusters Score -2540507 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -2540582.500000 Penalty: 4902.893066
	Iteration 25Q: 3 clusters Score -2540582 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -2540642.000000 Penalty: 4902.893066
	Iteration 26Q: 3 clusters Score -2540642 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2540713.500000 Penalty: 4902.893066
	Iteration 27Q: 3 clusters Score -2540714 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -2540764.500000 Penalty: 4902.893066
	Iteration 28Q: 3 clusters Score -2540764 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2540818.750000 Penalty: 4902.893066
	Iteration 29Q: 3 clusters Score -2540819 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2540871.000000 Penalty: 4902.893066
	Iteration 30Q: 3 clusters Score -2540871 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2540909.750000 Penalty: 4902.893066
	Iteration 31Q: 3 clusters Score -2540910 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2540954.500000 Penalty: 4902.893066
	Iteration 32Q: 3 clusters Score -2540954 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2540987.250000 Penalty: 4902.893066
	Iteration 33Q: 3 clusters Score -2540987 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -2541014.250000 Penalty: 4902.893066
	Iteration 34Q: 3 clusters Score -2541014 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -2541042.750000 Penalty: 4902.893066
	Iteration 35Q: 3 clusters Score -2541043 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -2541081.000000 Penalty: 4902.893066
	Iteration 36Q: 3 clusters Score -2541081 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2541102.500000 Penalty: 4902.893066
	Iteration 37Q: 3 clusters Score -2541102 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -2541140.500000 Penalty: 4902.893066
	Iteration 38Q: 3 clusters Score -2541140 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -2541165.750000 Penalty: 4902.893066
	Iteration 39Q: 3 clusters Score -2541166 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -2541191.250000 Penalty: 4902.893066
	Iteration 40F: 3 clusters Score -2541191 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -2541208.000000 Penalty: 4902.893066
	Iteration 41Q: 3 clusters Score -2541208 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -2541231.000000 Penalty: 4902.893066
	Iteration 42Q: 3 clusters Score -2541231 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -2541262.500000 Penalty: 4902.893066
	Iteration 43Q: 3 clusters Score -2541262 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -2541287.750000 Penalty: 4902.893066
	Iteration 44Q: 3 clusters Score -2541288 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -2541304.750000 Penalty: 4902.893066
	Iteration 45Q: 3 clusters Score -2541305 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -2541333.500000 Penalty: 4902.893066
	Iteration 46Q: 3 clusters Score -2541334 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -2541380.750000 Penalty: 4902.893066
	Iteration 47Q: 3 clusters Score -2541381 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -2541413.000000 Penalty: 4902.893066
	Iteration 48Q: 3 clusters Score -2541413 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2541440.250000 Penalty: 4902.893066
	Iteration 49Q: 3 clusters Score -2541440 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2541473.750000 Penalty: 4902.893066
	Iteration 50Q: 3 clusters Score -2541474 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2541500.500000 Penalty: 4902.893066
	Iteration 51Q: 3 clusters Score -2541500 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -2541541.750000 Penalty: 4902.893066
	Iteration 52Q: 3 clusters Score -2541542 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -2541584.750000 Penalty: 4902.893066
	Iteration 53Q: 3 clusters Score -2541585 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -2541615.500000 Penalty: 4902.893066
	Iteration 54Q: 3 clusters Score -2541616 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2541648.500000 Penalty: 4902.893066
	Iteration 55Q: 3 clusters Score -2541648 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -2541683.250000 Penalty: 4902.893066
	Iteration 56Q: 3 clusters Score -2541683 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -2541708.250000 Penalty: 4902.893066
	Iteration 57Q: 3 clusters Score -2541708 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -2541744.250000 Penalty: 4902.893066
	Iteration 58Q: 3 clusters Score -2541744 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -2541765.500000 Penalty: 4902.893066
	Iteration 59Q: 3 clusters Score -2541766 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -2541806.250000 Penalty: 4902.893066
	Iteration 60F: 3 clusters Score -2541806 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -2541841.750000 Penalty: 4902.893066
	Iteration 61Q: 3 clusters Score -2541842 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -2541867.250000 Penalty: 4902.893066
	Iteration 62Q: 3 clusters Score -2541867 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -2541887.750000 Penalty: 4902.893066
	Iteration 63Q: 3 clusters Score -2541888 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -2541917.250000 Penalty: 4902.893066
	Iteration 64Q: 3 clusters Score -2541917 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -2541947.750000 Penalty: 4902.893066
	Iteration 65Q: 3 clusters Score -2541948 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -2541959.500000 Penalty: 4902.893066
	Iteration 66Q: 3 clusters Score -2541960 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -2541983.500000 Penalty: 4902.893066
	Iteration 67Q: 3 clusters Score -2541984 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -2542014.750000 Penalty: 4902.893066
	Iteration 68Q: 3 clusters Score -2542015 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -2542035.750000 Penalty: 4902.893066
	Iteration 69Q: 3 clusters Score -2542036 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2542069.750000 Penalty: 4902.893066
	Iteration 70Q: 3 clusters Score -2542070 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2542098.250000 Penalty: 4902.893066
	Iteration 71Q: 3 clusters Score -2542098 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2542127.000000 Penalty: 4902.893066
	Iteration 72Q: 3 clusters Score -2542127 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2542150.500000 Penalty: 4902.893066
	Iteration 73Q: 3 clusters Score -2542150 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2542167.500000 Penalty: 4902.893066
	Iteration 74Q: 3 clusters Score -2542168 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2542201.000000 Penalty: 4902.893066
	Iteration 75Q: 3 clusters Score -2542201 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -2542243.250000 Penalty: 4902.893066
	Iteration 76Q: 3 clusters Score -2542243 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2542265.750000 Penalty: 4902.893066
	Iteration 77Q: 3 clusters Score -2542266 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2542279.500000 Penalty: 4902.893066
	Iteration 78Q: 3 clusters Score -2542280 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2542307.250000 Penalty: 4902.893066
	Iteration 79Q: 3 clusters Score -2542307 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2542338.500000 Penalty: 4902.893066
	Iteration 80F: 3 clusters Score -2542338 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2542353.750000 Penalty: 4902.893066
	Iteration 81Q: 3 clusters Score -2542354 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2542384.250000 Penalty: 4902.893066
	Iteration 82Q: 3 clusters Score -2542384 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2542404.750000 Penalty: 4902.893066
	Iteration 83Q: 3 clusters Score -2542405 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2542419.750000 Penalty: 4902.893066
	Iteration 84Q: 3 clusters Score -2542420 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2542429.250000 Penalty: 4902.893066
	Iteration 85Q: 3 clusters Score -2542429 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2542444.500000 Penalty: 4902.893066
	Iteration 86Q: 3 clusters Score -2542444 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2542460.750000 Penalty: 4902.893066
	Iteration 87Q: 3 clusters Score -2542461 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2542489.250000 Penalty: 4902.893066
	Iteration 88Q: 3 clusters Score -2542489 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2542500.750000 Penalty: 4902.893066
	Iteration 89Q: 3 clusters Score -2542501 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2542526.500000 Penalty: 4902.893066
	Iteration 90Q: 3 clusters Score -2542526 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2542533.750000 Penalty: 4902.893066
	Iteration 91Q: 3 clusters Score -2542534 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2542544.250000 Penalty: 4902.893066
	Iteration 92Q: 3 clusters Score -2542544 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2542549.000000 Penalty: 4902.893066
	Iteration 93Q: 3 clusters Score -2542549 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2542558.750000 Penalty: 4902.893066
	Iteration 94Q: 3 clusters Score -2542559 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2542572.000000 Penalty: 4902.893066
	Iteration 95Q: 3 clusters Score -2542572 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2542568.500000 Penalty: 4902.893066
	Iteration 96Q: 3 clusters Score -2542568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2542576.000000 Penalty: 4902.893066
	Iteration 97Q: 3 clusters Score -2542576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2542590.000000 Penalty: 4902.893066
	Iteration 98Q: 3 clusters Score -2542590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2542591.750000 Penalty: 4902.893066
	Iteration 99Q: 3 clusters Score -2542592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2542600.000000 Penalty: 4902.893066
	Iteration 100F: 3 clusters Score -2542600 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2542610.500000 Penalty: 4902.893066
	Iteration 101Q: 3 clusters Score -2542610 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2542617.750000 Penalty: 4902.893066
	Iteration 102Q: 3 clusters Score -2542618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2542620.500000 Penalty: 4902.893066
	Iteration 103Q: 3 clusters Score -2542620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2542623.750000 Penalty: 4902.893066
	Iteration 104Q: 3 clusters Score -2542624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2542628.250000 Penalty: 4902.893066
	Iteration 105Q: 3 clusters Score -2542628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2542628.750000 Penalty: 4902.893066
	Iteration 106Q: 3 clusters Score -2542629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2542637.250000 Penalty: 4902.893066
	Iteration 107Q: 3 clusters Score -2542637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2542638.500000 Penalty: 4902.893066
	Iteration 108Q: 3 clusters Score -2542638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2542641.500000 Penalty: 4902.893066
	Iteration 109Q: 3 clusters Score -2542642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2542645.000000 Penalty: 4902.893066
	Iteration 110Q: 3 clusters Score -2542645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2542645.250000 Penalty: 4902.893066
	Iteration 111Q: 3 clusters Score -2542645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2542644.000000 Penalty: 4902.893066
	Iteration 112Q: 3 clusters Score -2542644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2542645.250000 Penalty: 4902.893066
	Iteration 113Q: 3 clusters Score -2542645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2542642.750000 Penalty: 4902.893066
	Iteration 114Q: 3 clusters Score -2542643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2542648.250000 Penalty: 4902.893066
	Iteration 115Q: 3 clusters Score -2542648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2542653.000000 Penalty: 4902.893066
	Iteration 116Q: 3 clusters Score -2542653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2542655.250000 Penalty: 4902.893066
	Iteration 117Q: 3 clusters Score -2542655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2542661.000000 Penalty: 4902.893066
	Iteration 118Q: 3 clusters Score -2542661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2542667.250000 Penalty: 4902.893066
	Iteration 119Q: 3 clusters Score -2542667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2542668.000000 Penalty: 4902.893066
	Iteration 120F: 3 clusters Score -2542668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2542664.750000 Penalty: 4902.893066
	Iteration 121Q: 3 clusters Score -2542665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2542674.000000 Penalty: 4902.893066
	Iteration 122Q: 3 clusters Score -2542674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2542673.250000 Penalty: 4902.893066
	Iteration 123Q: 3 clusters Score -2542673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2542673.500000 Penalty: 4902.893066
	Iteration 124Q: 3 clusters Score -2542674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2542676.500000 Penalty: 4902.893066
	Iteration 125Q: 3 clusters Score -2542676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2542680.500000 Penalty: 4902.893066
	Iteration 126Q: 3 clusters Score -2542680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2542677.000000 Penalty: 4902.893066
	Iteration 127Q: 3 clusters Score -2542677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2542681.250000 Penalty: 4902.893066
	Iteration 128Q: 3 clusters Score -2542681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2542685.000000 Penalty: 4902.893066
	Iteration 129Q: 3 clusters Score -2542685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2542685.000000 Penalty: 4902.893066
	Iteration 130Q: 3 clusters Score -2542685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2542683.250000 Penalty: 4902.893066
	Iteration 131Q: 3 clusters Score -2542683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2542684.250000 Penalty: 4902.893066
	Iteration 132Q: 3 clusters Score -2542684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2542687.000000 Penalty: 4902.893066
	Iteration 133Q: 3 clusters Score -2542687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2542687.750000 Penalty: 4902.893066
	Iteration 134Q: 3 clusters Score -2542688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2542687.750000 Penalty: 4902.893066
	Iteration 135Q: 3 clusters Score -2542688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2542687.500000 Penalty: 4902.893066
	Iteration 136Q: 3 clusters Score -2542688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2542689.750000 Penalty: 4902.893066
	Iteration 137Q: 3 clusters Score -2542690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2542689.750000 Penalty: 4902.893066
	Iteration 138F: 3 clusters Score -2542690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -28302.169922 Penalty: 1397.427734
	Iteration 0F: 2 clusters Score -28302.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27096.144531 Penalty: 2794.855469
	Iteration 0F: 3 clusters Score -27096.14 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -27256.023438 Penalty: 2794.855469
	Iteration 1F: 3 clusters Score -27256.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -27317.042969 Penalty: 2794.855469
	Iteration 2F: 3 clusters Score -27317.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -27363.097656 Penalty: 2794.855469
	Iteration 3Q: 3 clusters Score -27363.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -27408.912109 Penalty: 2794.855469
	Iteration 4Q: 3 clusters Score -27408.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -27562.437500 Penalty: 2794.855469
	Iteration 5Q: 3 clusters Score -27562.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -27599.279297 Penalty: 2794.855469
	Iteration 6Q: 3 clusters Score -27599.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -27628.597656 Penalty: 2794.855469
	Iteration 7Q: 3 clusters Score -27628.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -27646.576172 Penalty: 2794.855469
	Iteration 8Q: 3 clusters Score -27646.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -27660.197266 Penalty: 2794.855469
	Iteration 9Q: 3 clusters Score -27660.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27668.177734 Penalty: 2794.855469
	Iteration 10Q: 3 clusters Score -27668.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -27690.728516 Penalty: 2794.855469
	Iteration 11Q: 3 clusters Score -27690.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -27713.349609 Penalty: 2794.855469
	Iteration 12Q: 3 clusters Score -27713.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -27720.826172 Penalty: 2794.855469
	Iteration 13Q: 3 clusters Score -27720.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -27724.632812 Penalty: 2794.855469
	Iteration 14Q: 3 clusters Score -27724.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -27724.632812 Penalty: 2794.855469
	Iteration 15F: 3 clusters Score -27724.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (212315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212315 members 
Entering Unmasked Estep 
Score: -26812798.000000 Penalty: 3041.924805
	Iteration 0F: 2 clusters Score -2.68128e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105861 members 
Mstep: Class 2 contains 106454 members 
Entering Unmasked Estep 
Score: -26677266.000000 Penalty: 6083.849609
	Iteration 0F: 3 clusters Score -2.667727e+07 nChanged 102187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101168 members 
Mstep: Class 2 contains 111147 members 
Entering Unmasked Estep 
Score: -26738012.000000 Penalty: 6083.849609
	Iteration 1F: 3 clusters Score -2.673801e+07 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98279 members 
Mstep: Class 2 contains 114036 members 
Entering Unmasked Estep 
Score: -26739938.000000 Penalty: 6083.849609
	Iteration 2Q: 3 clusters Score -2.673994e+07 nChanged 8005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93936 members 
Mstep: Class 2 contains 118379 members 
Entering Unmasked Estep 
Score: -26743042.000000 Penalty: 6083.849609
	Iteration 3Q: 3 clusters Score -2.674304e+07 nChanged 9822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87384 members 
Mstep: Class 2 contains 124931 members 
Entering Unmasked Estep 
Score: -26747428.000000 Penalty: 6083.849609
	Iteration 4Q: 3 clusters Score -2.674743e+07 nChanged 12178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77940 members 
Mstep: Class 2 contains 134375 members 
Entering Unmasked Estep 
Score: -26754854.000000 Penalty: 6083.849609
	Iteration 5F: 3 clusters Score -2.675485e+07 nChanged 14580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65252 members 
Mstep: Class 2 contains 147063 members 
Entering Unmasked Estep 
Score: -26765900.000000 Penalty: 6083.849609
	Iteration 6F: 3 clusters Score -2.67659e+07 nChanged 15838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50544 members 
Mstep: Class 2 contains 161771 members 
Entering Unmasked Estep 
Score: -26779456.000000 Penalty: 6083.849609
	Iteration 7F: 3 clusters Score -2.677946e+07 nChanged 14623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 175720 members 
Entering Unmasked Estep 
Score: -26792060.000000 Penalty: 6083.849609
	Iteration 8F: 3 clusters Score -2.679206e+07 nChanged 11552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 186784 members 
Entering Unmasked Estep 
Score: -26801322.000000 Penalty: 6083.849609
	Iteration 9F: 3 clusters Score -2.680132e+07 nChanged 7780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 194260 members 
Entering Unmasked Estep 
Score: -26806802.000000 Penalty: 6083.849609
	Iteration 10Q: 3 clusters Score -2.68068e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 199051 members 
Entering Unmasked Estep 
Score: -26809856.000000 Penalty: 6083.849609
	Iteration 11Q: 3 clusters Score -2.680986e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 202185 members 
Entering Unmasked Estep 
Score: -26811352.000000 Penalty: 6083.849609
	Iteration 12Q: 3 clusters Score -2.681135e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 204216 members 
Entering Unmasked Estep 
Score: -26812178.000000 Penalty: 6083.849609
	Iteration 13Q: 3 clusters Score -2.681218e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 205538 members 
Entering Unmasked Estep 
Score: -26812646.000000 Penalty: 6083.849609
	Iteration 14Q: 3 clusters Score -2.681265e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 206411 members 
Entering Unmasked Estep 
Score: -26812876.000000 Penalty: 6083.849609
	Iteration 15Q: 3 clusters Score -2.681288e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 207009 members 
Entering Unmasked Estep 
Score: -26812942.000000 Penalty: 6083.849609
	Iteration 16Q: 3 clusters Score -2.681294e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 207404 members 
Entering Unmasked Estep 
Score: -26812882.000000 Penalty: 6083.849609
	Iteration 17Q: 3 clusters Score -2.681288e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 207702 members 
Entering Unmasked Estep 
Score: -26812838.000000 Penalty: 6083.849609
	Iteration 18Q: 3 clusters Score -2.681284e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 207919 members 
Entering Unmasked Estep 
Score: -26812914.000000 Penalty: 6083.849609
	Iteration 19Q: 3 clusters Score -2.681291e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 208069 members 
Entering Unmasked Estep 
Score: -26812918.000000 Penalty: 6083.849609
	Iteration 20F: 3 clusters Score -2.681292e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 208175 members 
Entering Unmasked Estep 
Score: -26812910.000000 Penalty: 6083.849609
	Iteration 21Q: 3 clusters Score -2.681291e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 208237 members 
Entering Unmasked Estep 
Score: -26812908.000000 Penalty: 6083.849609
	Iteration 22Q: 3 clusters Score -2.681291e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 208292 members 
Entering Unmasked Estep 
Score: -26812956.000000 Penalty: 6083.849609
	Iteration 23Q: 3 clusters Score -2.681296e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 208334 members 
Entering Unmasked Estep 
Score: -26812930.000000 Penalty: 6083.849609
	Iteration 24Q: 3 clusters Score -2.681293e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 208379 members 
Entering Unmasked Estep 
Score: -26812950.000000 Penalty: 6083.849609
	Iteration 25Q: 3 clusters Score -2.681295e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 208405 members 
Entering Unmasked Estep 
Score: -26812924.000000 Penalty: 6083.849609
	Iteration 26Q: 3 clusters Score -2.681292e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 208431 members 
Entering Unmasked Estep 
Score: -26812944.000000 Penalty: 6083.849609
	Iteration 27Q: 3 clusters Score -2.681294e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 208457 members 
Entering Unmasked Estep 
Score: -26812916.000000 Penalty: 6083.849609
	Iteration 28Q: 3 clusters Score -2.681292e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 208473 members 
Entering Unmasked Estep 
Score: -26812916.000000 Penalty: 6083.849609
	Iteration 29Q: 3 clusters Score -2.681292e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 208490 members 
Entering Unmasked Estep 
Score: -26812902.000000 Penalty: 6083.849609
	Iteration 30Q: 3 clusters Score -2.68129e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 208506 members 
Entering Unmasked Estep 
Score: -26812888.000000 Penalty: 6083.849609
	Iteration 31Q: 3 clusters Score -2.681289e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 208515 members 
Entering Unmasked Estep 
Score: -26812868.000000 Penalty: 6083.849609
	Iteration 32Q: 3 clusters Score -2.681287e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 208523 members 
Entering Unmasked Estep 
Score: -26812868.000000 Penalty: 6083.849609
	Iteration 33Q: 3 clusters Score -2.681287e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 208527 members 
Entering Unmasked Estep 
Score: -26812882.000000 Penalty: 6083.849609
	Iteration 34Q: 3 clusters Score -2.681288e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 208535 members 
Entering Unmasked Estep 
Score: -26812876.000000 Penalty: 6083.849609
	Iteration 35Q: 3 clusters Score -2.681288e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 208545 members 
Entering Unmasked Estep 
Score: -26812880.000000 Penalty: 6083.849609
	Iteration 36Q: 3 clusters Score -2.681288e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 208552 members 
Entering Unmasked Estep 
Score: -26812872.000000 Penalty: 6083.849609
	Iteration 37Q: 3 clusters Score -2.681287e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 208563 members 
Entering Unmasked Estep 
Score: -26812856.000000 Penalty: 6083.849609
	Iteration 38Q: 3 clusters Score -2.681286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 208566 members 
Entering Unmasked Estep 
Score: -26812864.000000 Penalty: 6083.849609
	Iteration 39Q: 3 clusters Score -2.681286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 208565 members 
Entering Unmasked Estep 
Score: -26812872.000000 Penalty: 6083.849609
	Iteration 40F: 3 clusters Score -2.681287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 208566 members 
Entering Unmasked Estep 
Score: -26812862.000000 Penalty: 6083.849609
	Iteration 41Q: 3 clusters Score -2.681286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 208565 members 
Entering Unmasked Estep 
Score: -26812874.000000 Penalty: 6083.849609
	Iteration 42Q: 3 clusters Score -2.681287e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 208566 members 
Entering Unmasked Estep 
Score: -26812854.000000 Penalty: 6083.849609
	Iteration 43Q: 3 clusters Score -2.681285e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 208565 members 
Entering Unmasked Estep 
Score: -26812846.000000 Penalty: 6083.849609
	Iteration 44Q: 3 clusters Score -2.681285e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 208566 members 
Entering Unmasked Estep 
Score: -26812848.000000 Penalty: 6083.849609
	Iteration 45Q: 3 clusters Score -2.681285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 208566 members 
Entering Unmasked Estep 
Score: -26812840.000000 Penalty: 6083.849609
	Iteration 46Q: 3 clusters Score -2.681284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 208565 members 
Entering Unmasked Estep 
Score: -26812830.000000 Penalty: 6083.849609
	Iteration 47Q: 3 clusters Score -2.681283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 208565 members 
Entering Unmasked Estep 
Score: -26812820.000000 Penalty: 6083.849609
	Iteration 48Q: 3 clusters Score -2.681282e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 208565 members 
Entering Unmasked Estep 
Score: -26812820.000000 Penalty: 6083.849609
	Iteration 49F: 3 clusters Score -2.681282e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9499 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6420 members 
Mstep: Class 10 contains 19631 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 3750 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 35219 members 
Mstep: Class 15 contains 93905 members 
Mstep: Class 16 contains 25189 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1672 members 
Mstep: Class 19 contains 20258 members 
Mstep: Class 20 contains 208565 members 
Mstep: Class 21 contains 19291 members 
Mstep: Class 23 contains 10408 members 
Entering Unmasked Estep 
Score: -57716796.000000 Penalty: 71155.500000
Splitting cluster 12 changes total score from -57716888.000000 to -57716796.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -79269.164062 Penalty: 1631.654297
	Iteration 0F: 2 clusters Score -79269.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -77524.367188 Penalty: 3263.308594
	Iteration 0F: 3 clusters Score -77524.37 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -77737.843750 Penalty: 3263.308594
	Iteration 1F: 3 clusters Score -77737.84 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -77840.382812 Penalty: 3263.308594
	Iteration 2F: 3 clusters Score -77840.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -77911.789062 Penalty: 3263.308594
	Iteration 3Q: 3 clusters Score -77911.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -77954.054688 Penalty: 3263.308594
	Iteration 4Q: 3 clusters Score -77954.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -77976.046875 Penalty: 3263.308594
	Iteration 5Q: 3 clusters Score -77976.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -77990.757812 Penalty: 3263.308594
	Iteration 6Q: 3 clusters Score -77990.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -78024.992188 Penalty: 3263.308594
	Iteration 7Q: 3 clusters Score -78024.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -78057.171875 Penalty: 3263.308594
	Iteration 8Q: 3 clusters Score -78057.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -78124.257812 Penalty: 3263.308594
	Iteration 9Q: 3 clusters Score -78124.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -78377.976562 Penalty: 3263.308594
	Iteration 10Q: 3 clusters Score -78377.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -78571.750000 Penalty: 3263.308594
	Iteration 11Q: 3 clusters Score -78571.75 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -78679.421875 Penalty: 3263.308594
	Iteration 12F: 3 clusters Score -78679.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -78736.960938 Penalty: 3263.308594
	Iteration 13Q: 3 clusters Score -78736.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -78805.742188 Penalty: 3263.308594
	Iteration 14Q: 3 clusters Score -78805.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -78846.609375 Penalty: 3263.308594
	Iteration 15Q: 3 clusters Score -78846.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -78895.179688 Penalty: 3263.308594
	Iteration 16Q: 3 clusters Score -78895.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -78939.320312 Penalty: 3263.308594
	Iteration 17Q: 3 clusters Score -78939.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -78967.000000 Penalty: 3263.308594
	Iteration 18Q: 3 clusters Score -78967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -78988.968750 Penalty: 3263.308594
	Iteration 19Q: 3 clusters Score -78988.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -78994.320312 Penalty: 3263.308594
	Iteration 20F: 3 clusters Score -78994.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -79005.375000 Penalty: 3263.308594
	Iteration 21Q: 3 clusters Score -79005.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -79009.242188 Penalty: 3263.308594
	Iteration 22Q: 3 clusters Score -79009.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -79009.242188 Penalty: 3263.308594
	Iteration 23F: 3 clusters Score -79009.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (35219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Entering Unmasked Estep 
Score: -4515832.000000 Penalty: 2596.396729
	Iteration 0F: 2 clusters Score -4515832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -4491870.000000 Penalty: 5192.793457
	Iteration 0F: 3 clusters Score -4491870 nChanged 15899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -4500509.500000 Penalty: 5192.793457
	Iteration 1F: 3 clusters Score -4500510 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -4501107.000000 Penalty: 5192.793457
	Iteration 2Q: 3 clusters Score -4501107 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -4501673.000000 Penalty: 5192.793457
	Iteration 3Q: 3 clusters Score -4501673 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -4502349.000000 Penalty: 5192.793457
	Iteration 4Q: 3 clusters Score -4502349 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -4503229.000000 Penalty: 5192.793457
	Iteration 5Q: 3 clusters Score -4503229 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -4504411.000000 Penalty: 5192.793457
	Iteration 6F: 3 clusters Score -4504411 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -4506009.500000 Penalty: 5192.793457
	Iteration 7F: 3 clusters Score -4506010 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -4507902.000000 Penalty: 5192.793457
	Iteration 8F: 3 clusters Score -4507902 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -4509737.000000 Penalty: 5192.793457
	Iteration 9F: 3 clusters Score -4509737 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -4511194.000000 Penalty: 5192.793457
	Iteration 10Q: 3 clusters Score -4511194 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -4512184.500000 Penalty: 5192.793457
	Iteration 11Q: 3 clusters Score -4512184 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -4512737.500000 Penalty: 5192.793457
	Iteration 12Q: 3 clusters Score -4512738 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -4513138.000000 Penalty: 5192.793457
	Iteration 13Q: 3 clusters Score -4513138 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -4513365.000000 Penalty: 5192.793457
	Iteration 14Q: 3 clusters Score -4513365 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -4513513.000000 Penalty: 5192.793457
	Iteration 15Q: 3 clusters Score -4513513 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -4513626.000000 Penalty: 5192.793457
	Iteration 16Q: 3 clusters Score -4513626 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -4513740.500000 Penalty: 5192.793457
	Iteration 17Q: 3 clusters Score -4513740 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -4513834.000000 Penalty: 5192.793457
	Iteration 18Q: 3 clusters Score -4513834 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -4513906.000000 Penalty: 5192.793457
	Iteration 19Q: 3 clusters Score -4513906 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -4513965.000000 Penalty: 5192.793457
	Iteration 20F: 3 clusters Score -4513965 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -4514021.000000 Penalty: 5192.793457
	Iteration 21Q: 3 clusters Score -4514021 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33427 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -4514089.000000 Penalty: 5192.793457
	Iteration 22Q: 3 clusters Score -4514089 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -4514145.000000 Penalty: 5192.793457
	Iteration 23Q: 3 clusters Score -4514145 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -4514199.000000 Penalty: 5192.793457
	Iteration 24Q: 3 clusters Score -4514199 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -4514236.500000 Penalty: 5192.793457
	Iteration 25Q: 3 clusters Score -4514236 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -4514289.500000 Penalty: 5192.793457
	Iteration 26Q: 3 clusters Score -4514290 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -4514319.000000 Penalty: 5192.793457
	Iteration 27Q: 3 clusters Score -4514319 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4514347.000000 Penalty: 5192.793457
	Iteration 28Q: 3 clusters Score -4514347 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -4514366.500000 Penalty: 5192.793457
	Iteration 29Q: 3 clusters Score -4514366 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -4514385.500000 Penalty: 5192.793457
	Iteration 30Q: 3 clusters Score -4514386 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4514389.000000 Penalty: 5192.793457
	Iteration 31Q: 3 clusters Score -4514389 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4514389.500000 Penalty: 5192.793457
	Iteration 32Q: 3 clusters Score -4514390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4514399.500000 Penalty: 5192.793457
	Iteration 33Q: 3 clusters Score -4514400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4514406.000000 Penalty: 5192.793457
	Iteration 34Q: 3 clusters Score -4514406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4514413.000000 Penalty: 5192.793457
	Iteration 35Q: 3 clusters Score -4514413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4514420.500000 Penalty: 5192.793457
	Iteration 36Q: 3 clusters Score -4514420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4514415.500000 Penalty: 5192.793457
	Iteration 37Q: 3 clusters Score -4514416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4514428.500000 Penalty: 5192.793457
	Iteration 38Q: 3 clusters Score -4514428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4514426.000000 Penalty: 5192.793457
	Iteration 39Q: 3 clusters Score -4514426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4514427.000000 Penalty: 5192.793457
	Iteration 40F: 3 clusters Score -4514427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4514431.500000 Penalty: 5192.793457
	Iteration 41Q: 3 clusters Score -4514432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4514429.500000 Penalty: 5192.793457
	Iteration 42Q: 3 clusters Score -4514430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4514429.000000 Penalty: 5192.793457
	Iteration 43Q: 3 clusters Score -4514429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4514431.500000 Penalty: 5192.793457
	Iteration 44Q: 3 clusters Score -4514432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4514431.500000 Penalty: 5192.793457
	Iteration 45F: 3 clusters Score -4514432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (93905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93905 members 
Entering Unmasked Estep 
Score: -12076480.000000 Penalty: 2839.609619
	Iteration 0F: 2 clusters Score -1.207648e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 47012 members 
Entering Unmasked Estep 
Score: -12013488.000000 Penalty: 5679.219238
	Iteration 0F: 3 clusters Score -1.201349e+07 nChanged 44641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46300 members 
Mstep: Class 2 contains 47605 members 
Entering Unmasked Estep 
Score: -12038438.000000 Penalty: 5679.219238
	Iteration 1F: 3 clusters Score -1.203844e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45870 members 
Mstep: Class 2 contains 48035 members 
Entering Unmasked Estep 
Score: -12039016.000000 Penalty: 5679.219238
	Iteration 2Q: 3 clusters Score -1.203902e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 48606 members 
Entering Unmasked Estep 
Score: -12039385.000000 Penalty: 5679.219238
	Iteration 3Q: 3 clusters Score -1.203938e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44434 members 
Mstep: Class 2 contains 49471 members 
Entering Unmasked Estep 
Score: -12039893.000000 Penalty: 5679.219238
	Iteration 4Q: 3 clusters Score -1.203989e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 50810 members 
Entering Unmasked Estep 
Score: -12040473.000000 Penalty: 5679.219238
	Iteration 5Q: 3 clusters Score -1.204047e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41108 members 
Mstep: Class 2 contains 52797 members 
Entering Unmasked Estep 
Score: -12041287.000000 Penalty: 5679.219238
	Iteration 6Q: 3 clusters Score -1.204129e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 55652 members 
Entering Unmasked Estep 
Score: -12042526.000000 Penalty: 5679.219238
	Iteration 7Q: 3 clusters Score -1.204253e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 59776 members 
Entering Unmasked Estep 
Score: -12044532.000000 Penalty: 5679.219238
	Iteration 8Q: 3 clusters Score -1.204453e+07 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 65402 members 
Entering Unmasked Estep 
Score: -12048100.000000 Penalty: 5679.219238
	Iteration 9F: 3 clusters Score -1.20481e+07 nChanged 7350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 72710 members 
Entering Unmasked Estep 
Score: -12053863.000000 Penalty: 5679.219238
	Iteration 10F: 3 clusters Score -1.205386e+07 nChanged 7923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 80613 members 
Entering Unmasked Estep 
Score: -12061164.000000 Penalty: 5679.219238
	Iteration 11F: 3 clusters Score -1.206116e+07 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 87319 members 
Entering Unmasked Estep 
Score: -12067756.000000 Penalty: 5679.219238
	Iteration 12F: 3 clusters Score -1.206776e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 91301 members 
Entering Unmasked Estep 
Score: -12071662.000000 Penalty: 5679.219238
	Iteration 13Q: 3 clusters Score -1.207166e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 92925 members 
Entering Unmasked Estep 
Score: -12073246.000000 Penalty: 5679.219238
	Iteration 14Q: 3 clusters Score -1.207325e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 93407 members 
Entering Unmasked Estep 
Score: -12073714.000000 Penalty: 5679.219238
	Iteration 15Q: 3 clusters Score -1.207371e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 93536 members 
Entering Unmasked Estep 
Score: -12073883.000000 Penalty: 5679.219238
	Iteration 16Q: 3 clusters Score -1.207388e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 93575 members 
Entering Unmasked Estep 
Score: -12073949.000000 Penalty: 5679.219238
	Iteration 17Q: 3 clusters Score -1.207395e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 93593 members 
Entering Unmasked Estep 
Score: -12073992.000000 Penalty: 5679.219238
	Iteration 18Q: 3 clusters Score -1.207399e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 93598 members 
Entering Unmasked Estep 
Score: -12074017.000000 Penalty: 5679.219238
	Iteration 19Q: 3 clusters Score -1.207402e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 93602 members 
Entering Unmasked Estep 
Score: -12074021.000000 Penalty: 5679.219238
	Iteration 20F: 3 clusters Score -1.207402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 93604 members 
Entering Unmasked Estep 
Score: -12074029.000000 Penalty: 5679.219238
	Iteration 21Q: 3 clusters Score -1.207403e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 93609 members 
Entering Unmasked Estep 
Score: -12074034.000000 Penalty: 5679.219238
	Iteration 22Q: 3 clusters Score -1.207403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 93612 members 
Entering Unmasked Estep 
Score: -12074043.000000 Penalty: 5679.219238
	Iteration 23Q: 3 clusters Score -1.207404e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 93613 members 
Entering Unmasked Estep 
Score: -12074041.000000 Penalty: 5679.219238
	Iteration 24Q: 3 clusters Score -1.207404e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 93619 members 
Entering Unmasked Estep 
Score: -12074050.000000 Penalty: 5679.219238
	Iteration 25Q: 3 clusters Score -1.207405e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 93619 members 
Entering Unmasked Estep 
Score: -12074055.000000 Penalty: 5679.219238
	Iteration 26Q: 3 clusters Score -1.207406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 93624 members 
Entering Unmasked Estep 
Score: -12074075.000000 Penalty: 5679.219238
	Iteration 27Q: 3 clusters Score -1.207408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 93623 members 
Entering Unmasked Estep 
Score: -12074076.000000 Penalty: 5679.219238
	Iteration 28Q: 3 clusters Score -1.207408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 93625 members 
Entering Unmasked Estep 
Score: -12074084.000000 Penalty: 5679.219238
	Iteration 29Q: 3 clusters Score -1.207408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 93626 members 
Entering Unmasked Estep 
Score: -12074086.000000 Penalty: 5679.219238
	Iteration 30Q: 3 clusters Score -1.207409e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 93626 members 
Entering Unmasked Estep 
Score: -12074086.000000 Penalty: 5679.219238
	Iteration 31F: 3 clusters Score -1.207409e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Entering Unmasked Estep 
Score: -3249903.500000 Penalty: 2513.272461
	Iteration 0F: 2 clusters Score -3249904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -3232410.250000 Penalty: 5026.544922
	Iteration 0F: 3 clusters Score -3232410 nChanged 11347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -3238447.000000 Penalty: 5026.544922
	Iteration 1F: 3 clusters Score -3238447 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -3238902.250000 Penalty: 5026.544922
	Iteration 2Q: 3 clusters Score -3238902 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -3239291.250000 Penalty: 5026.544922
	Iteration 3Q: 3 clusters Score -3239291 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -3239739.250000 Penalty: 5026.544922
	Iteration 4Q: 3 clusters Score -3239739 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -3240201.250000 Penalty: 5026.544922
	Iteration 5Q: 3 clusters Score -3240201 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -3240860.250000 Penalty: 5026.544922
	Iteration 6Q: 3 clusters Score -3240860 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -3241736.500000 Penalty: 5026.544922
	Iteration 7F: 3 clusters Score -3241736 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -3242791.250000 Penalty: 5026.544922
	Iteration 8F: 3 clusters Score -3242791 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -3243826.250000 Penalty: 5026.544922
	Iteration 9F: 3 clusters Score -3243826 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -3244726.250000 Penalty: 5026.544922
	Iteration 10Q: 3 clusters Score -3244726 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -3245314.250000 Penalty: 5026.544922
	Iteration 11Q: 3 clusters Score -3245314 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -3245696.250000 Penalty: 5026.544922
	Iteration 12Q: 3 clusters Score -3245696 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -3245956.000000 Penalty: 5026.544922
	Iteration 13Q: 3 clusters Score -3245956 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -3246134.250000 Penalty: 5026.544922
	Iteration 14Q: 3 clusters Score -3246134 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -3246307.250000 Penalty: 5026.544922
	Iteration 15Q: 3 clusters Score -3246307 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -3246472.500000 Penalty: 5026.544922
	Iteration 16Q: 3 clusters Score -3246472 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -3246627.000000 Penalty: 5026.544922
	Iteration 17Q: 3 clusters Score -3246627 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -3246753.000000 Penalty: 5026.544922
	Iteration 18Q: 3 clusters Score -3246753 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -3246825.000000 Penalty: 5026.544922
	Iteration 19Q: 3 clusters Score -3246825 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -3246893.500000 Penalty: 5026.544922
	Iteration 20F: 3 clusters Score -3246894 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -3246974.500000 Penalty: 5026.544922
	Iteration 21Q: 3 clusters Score -3246974 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -3247048.250000 Penalty: 5026.544922
	Iteration 22Q: 3 clusters Score -3247048 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -3247111.250000 Penalty: 5026.544922
	Iteration 23Q: 3 clusters Score -3247111 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -3247162.750000 Penalty: 5026.544922
	Iteration 24Q: 3 clusters Score -3247163 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -3247223.000000 Penalty: 5026.544922
	Iteration 25Q: 3 clusters Score -3247223 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -3247273.750000 Penalty: 5026.544922
	Iteration 26Q: 3 clusters Score -3247274 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -3247322.250000 Penalty: 5026.544922
	Iteration 27Q: 3 clusters Score -3247322 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -3247371.250000 Penalty: 5026.544922
	Iteration 28Q: 3 clusters Score -3247371 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -3247407.500000 Penalty: 5026.544922
	Iteration 29Q: 3 clusters Score -3247408 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -3247427.000000 Penalty: 5026.544922
	Iteration 30Q: 3 clusters Score -3247427 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -3247461.000000 Penalty: 5026.544922
	Iteration 31Q: 3 clusters Score -3247461 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -3247485.000000 Penalty: 5026.544922
	Iteration 32Q: 3 clusters Score -3247485 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -3247501.750000 Penalty: 5026.544922
	Iteration 33Q: 3 clusters Score -3247502 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -3247524.000000 Penalty: 5026.544922
	Iteration 34Q: 3 clusters Score -3247524 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -3247532.500000 Penalty: 5026.544922
	Iteration 35Q: 3 clusters Score -3247532 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -3247553.000000 Penalty: 5026.544922
	Iteration 36Q: 3 clusters Score -3247553 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -3247568.750000 Penalty: 5026.544922
	Iteration 37Q: 3 clusters Score -3247569 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -3247583.500000 Penalty: 5026.544922
	Iteration 38Q: 3 clusters Score -3247584 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -3247606.000000 Penalty: 5026.544922
	Iteration 39Q: 3 clusters Score -3247606 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -3247618.000000 Penalty: 5026.544922
	Iteration 40F: 3 clusters Score -3247618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -3247622.000000 Penalty: 5026.544922
	Iteration 41Q: 3 clusters Score -3247622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -3247626.000000 Penalty: 5026.544922
	Iteration 42Q: 3 clusters Score -3247626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -3247626.000000 Penalty: 5026.544922
	Iteration 43Q: 3 clusters Score -3247626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -3247632.500000 Penalty: 5026.544922
	Iteration 44Q: 3 clusters Score -3247632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -3247639.250000 Penalty: 5026.544922
	Iteration 45Q: 3 clusters Score -3247639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -3247643.000000 Penalty: 5026.544922
	Iteration 46Q: 3 clusters Score -3247643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -3247651.250000 Penalty: 5026.544922
	Iteration 47Q: 3 clusters Score -3247651 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -3247648.500000 Penalty: 5026.544922
	Iteration 48Q: 3 clusters Score -3247648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -3247659.250000 Penalty: 5026.544922
	Iteration 49Q: 3 clusters Score -3247659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -3247660.500000 Penalty: 5026.544922
	Iteration 50Q: 3 clusters Score -3247660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -3247662.750000 Penalty: 5026.544922
	Iteration 51Q: 3 clusters Score -3247663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -3247662.750000 Penalty: 5026.544922
	Iteration 52Q: 3 clusters Score -3247663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -3247657.000000 Penalty: 5026.544922
	Iteration 53Q: 3 clusters Score -3247657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -3247658.000000 Penalty: 5026.544922
	Iteration 54Q: 3 clusters Score -3247658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -3247667.000000 Penalty: 5026.544922
	Iteration 55Q: 3 clusters Score -3247667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -3247664.500000 Penalty: 5026.544922
	Iteration 56Q: 3 clusters Score -3247664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -3247666.750000 Penalty: 5026.544922
	Iteration 57Q: 3 clusters Score -3247667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -3247663.500000 Penalty: 5026.544922
	Iteration 58Q: 3 clusters Score -3247664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -3247663.500000 Penalty: 5026.544922
	Iteration 59F: 3 clusters Score -3247664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -28459.183594 Penalty: 1377.133911
	Iteration 0F: 2 clusters Score -28459.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -27266.806641 Penalty: 2754.267822
	Iteration 0F: 3 clusters Score -27266.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27355.890625 Penalty: 2754.267822
	Iteration 1F: 3 clusters Score -27355.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -27379.478516 Penalty: 2754.267822
	Iteration 2Q: 3 clusters Score -27379.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -27400.279297 Penalty: 2754.267822
	Iteration 3Q: 3 clusters Score -27400.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -27407.470703 Penalty: 2754.267822
	Iteration 4Q: 3 clusters Score -27407.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -27407.470703 Penalty: 2754.267822
	Iteration 5F: 3 clusters Score -27407.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Entering Unmasked Estep 
Score: -203482.093750 Penalty: 1840.600342
	Iteration 0F: 2 clusters Score -203482.1 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 850 members 
Entering Unmasked Estep 
Score: -201059.421875 Penalty: 3681.200684
	Iteration 0F: 3 clusters Score -201059.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -201437.625000 Penalty: 3681.200684
	Iteration 1F: 3 clusters Score -201437.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -201546.109375 Penalty: 3681.200684
	Iteration 2F: 3 clusters Score -201546.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -201610.078125 Penalty: 3681.200684
	Iteration 3Q: 3 clusters Score -201610.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -201687.734375 Penalty: 3681.200684
	Iteration 4Q: 3 clusters Score -201687.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -201738.687500 Penalty: 3681.200684
	Iteration 5Q: 3 clusters Score -201738.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -201780.687500 Penalty: 3681.200684
	Iteration 6Q: 3 clusters Score -201780.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -201817.312500 Penalty: 3681.200684
	Iteration 7Q: 3 clusters Score -201817.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -201849.000000 Penalty: 3681.200684
	Iteration 8Q: 3 clusters Score -201849 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -201875.843750 Penalty: 3681.200684
	Iteration 9Q: 3 clusters Score -201875.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -201893.031250 Penalty: 3681.200684
	Iteration 10Q: 3 clusters Score -201893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -201904.640625 Penalty: 3681.200684
	Iteration 11Q: 3 clusters Score -201904.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -201911.109375 Penalty: 3681.200684
	Iteration 12Q: 3 clusters Score -201911.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -201915.593750 Penalty: 3681.200684
	Iteration 13Q: 3 clusters Score -201915.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -201925.500000 Penalty: 3681.200684
	Iteration 14Q: 3 clusters Score -201925.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -201933.265625 Penalty: 3681.200684
	Iteration 15Q: 3 clusters Score -201933.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -201939.546875 Penalty: 3681.200684
	Iteration 16Q: 3 clusters Score -201939.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -201943.453125 Penalty: 3681.200684
	Iteration 17Q: 3 clusters Score -201943.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -201946.625000 Penalty: 3681.200684
	Iteration 18Q: 3 clusters Score -201946.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -201952.640625 Penalty: 3681.200684
	Iteration 19Q: 3 clusters Score -201952.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -201957.218750 Penalty: 3681.200684
	Iteration 20F: 3 clusters Score -201957.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -201962.484375 Penalty: 3681.200684
	Iteration 21Q: 3 clusters Score -201962.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -201966.250000 Penalty: 3681.200684
	Iteration 22Q: 3 clusters Score -201966.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -201968.796875 Penalty: 3681.200684
	Iteration 23Q: 3 clusters Score -201968.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -201975.156250 Penalty: 3681.200684
	Iteration 24Q: 3 clusters Score -201975.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -201981.250000 Penalty: 3681.200684
	Iteration 25Q: 3 clusters Score -201981.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -201991.546875 Penalty: 3681.200684
	Iteration 26Q: 3 clusters Score -201991.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -202002.250000 Penalty: 3681.200684
	Iteration 27Q: 3 clusters Score -202002.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -202009.062500 Penalty: 3681.200684
	Iteration 28Q: 3 clusters Score -202009.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -202014.500000 Penalty: 3681.200684
	Iteration 29Q: 3 clusters Score -202014.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -202019.421875 Penalty: 3681.200684
	Iteration 30Q: 3 clusters Score -202019.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -202024.437500 Penalty: 3681.200684
	Iteration 31Q: 3 clusters Score -202024.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -202028.953125 Penalty: 3681.200684
	Iteration 32Q: 3 clusters Score -202029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -202033.625000 Penalty: 3681.200684
	Iteration 33Q: 3 clusters Score -202033.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -202036.953125 Penalty: 3681.200684
	Iteration 34Q: 3 clusters Score -202037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -202040.453125 Penalty: 3681.200684
	Iteration 35Q: 3 clusters Score -202040.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -202044.812500 Penalty: 3681.200684
	Iteration 36Q: 3 clusters Score -202044.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -202048.062500 Penalty: 3681.200684
	Iteration 37Q: 3 clusters Score -202048.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -202048.484375 Penalty: 3681.200684
	Iteration 38Q: 3 clusters Score -202048.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -202048.484375 Penalty: 3681.200684
	Iteration 39F: 3 clusters Score -202048.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Entering Unmasked Estep 
Score: -2525836.750000 Penalty: 2459.243652
	Iteration 0F: 2 clusters Score -2525837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -2511563.000000 Penalty: 4918.487305
	Iteration 0F: 3 clusters Score -2511563 nChanged 8964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2516278.000000 Penalty: 4918.487305
	Iteration 1F: 3 clusters Score -2516278 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -2516664.500000 Penalty: 4918.487305
	Iteration 2F: 3 clusters Score -2516664 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2516947.750000 Penalty: 4918.487305
	Iteration 3Q: 3 clusters Score -2516948 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2517170.500000 Penalty: 4918.487305
	Iteration 4Q: 3 clusters Score -2517170 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -2517346.250000 Penalty: 4918.487305
	Iteration 5Q: 3 clusters Score -2517346 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -2517566.750000 Penalty: 4918.487305
	Iteration 6Q: 3 clusters Score -2517567 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2517808.750000 Penalty: 4918.487305
	Iteration 7Q: 3 clusters Score -2517809 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -2518088.000000 Penalty: 4918.487305
	Iteration 8Q: 3 clusters Score -2518088 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -2518458.000000 Penalty: 4918.487305
	Iteration 9Q: 3 clusters Score -2518458 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2518920.250000 Penalty: 4918.487305
	Iteration 10Q: 3 clusters Score -2518920 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -2519641.000000 Penalty: 4918.487305
	Iteration 11F: 3 clusters Score -2519641 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2520478.000000 Penalty: 4918.487305
	Iteration 12F: 3 clusters Score -2520478 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2521351.500000 Penalty: 4918.487305
	Iteration 13F: 3 clusters Score -2521352 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2522158.000000 Penalty: 4918.487305
	Iteration 14Q: 3 clusters Score -2522158 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2522702.500000 Penalty: 4918.487305
	Iteration 15Q: 3 clusters Score -2522702 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2523049.500000 Penalty: 4918.487305
	Iteration 16Q: 3 clusters Score -2523050 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2523299.250000 Penalty: 4918.487305
	Iteration 17Q: 3 clusters Score -2523299 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2523451.750000 Penalty: 4918.487305
	Iteration 18Q: 3 clusters Score -2523452 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2523532.500000 Penalty: 4918.487305
	Iteration 19Q: 3 clusters Score -2523532 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2523590.500000 Penalty: 4918.487305
	Iteration 20F: 3 clusters Score -2523590 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2523631.750000 Penalty: 4918.487305
	Iteration 21Q: 3 clusters Score -2523632 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2523654.500000 Penalty: 4918.487305
	Iteration 22Q: 3 clusters Score -2523654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2523671.500000 Penalty: 4918.487305
	Iteration 23Q: 3 clusters Score -2523672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2523680.500000 Penalty: 4918.487305
	Iteration 24Q: 3 clusters Score -2523680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2523691.750000 Penalty: 4918.487305
	Iteration 25Q: 3 clusters Score -2523692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2523694.000000 Penalty: 4918.487305
	Iteration 26Q: 3 clusters Score -2523694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2523701.000000 Penalty: 4918.487305
	Iteration 27Q: 3 clusters Score -2523701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2523704.000000 Penalty: 4918.487305
	Iteration 28Q: 3 clusters Score -2523704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2523706.250000 Penalty: 4918.487305
	Iteration 29Q: 3 clusters Score -2523706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2523706.250000 Penalty: 4918.487305
	Iteration 30Q: 3 clusters Score -2523706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2523709.500000 Penalty: 4918.487305
	Iteration 31Q: 3 clusters Score -2523710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2523711.750000 Penalty: 4918.487305
	Iteration 32Q: 3 clusters Score -2523712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2523713.000000 Penalty: 4918.487305
	Iteration 33Q: 3 clusters Score -2523713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2523715.500000 Penalty: 4918.487305
	Iteration 34Q: 3 clusters Score -2523716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2523720.000000 Penalty: 4918.487305
	Iteration 35Q: 3 clusters Score -2523720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2523719.250000 Penalty: 4918.487305
	Iteration 36Q: 3 clusters Score -2523719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2523721.750000 Penalty: 4918.487305
	Iteration 37Q: 3 clusters Score -2523722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2523722.250000 Penalty: 4918.487305
	Iteration 38Q: 3 clusters Score -2523722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2523723.250000 Penalty: 4918.487305
	Iteration 39Q: 3 clusters Score -2523723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2523723.250000 Penalty: 4918.487305
	Iteration 40F: 3 clusters Score -2523723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Entering Unmasked Estep 
Score: -2481446.000000 Penalty: 2447.113525
	Iteration 0F: 2 clusters Score -2481446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2467880.500000 Penalty: 4894.227051
	Iteration 0F: 3 clusters Score -2467880 nChanged 8440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -2472213.250000 Penalty: 4894.227051
	Iteration 1F: 3 clusters Score -2472213 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2472596.500000 Penalty: 4894.227051
	Iteration 2F: 3 clusters Score -2472596 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2472937.500000 Penalty: 4894.227051
	Iteration 3Q: 3 clusters Score -2472938 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2473203.000000 Penalty: 4894.227051
	Iteration 4Q: 3 clusters Score -2473203 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -2473461.000000 Penalty: 4894.227051
	Iteration 5Q: 3 clusters Score -2473461 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -2473713.000000 Penalty: 4894.227051
	Iteration 6Q: 3 clusters Score -2473713 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -2474049.000000 Penalty: 4894.227051
	Iteration 7Q: 3 clusters Score -2474049 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -2474464.250000 Penalty: 4894.227051
	Iteration 8Q: 3 clusters Score -2474464 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -2474957.250000 Penalty: 4894.227051
	Iteration 9Q: 3 clusters Score -2474957 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -2475602.500000 Penalty: 4894.227051
	Iteration 10Q: 3 clusters Score -2475602 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -2476388.750000 Penalty: 4894.227051
	Iteration 11Q: 3 clusters Score -2476389 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -2477150.500000 Penalty: 4894.227051
	Iteration 12Q: 3 clusters Score -2477150 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2477741.000000 Penalty: 4894.227051
	Iteration 13Q: 3 clusters Score -2477741 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2478238.000000 Penalty: 4894.227051
	Iteration 14Q: 3 clusters Score -2478238 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2478605.000000 Penalty: 4894.227051
	Iteration 15Q: 3 clusters Score -2478605 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2478821.250000 Penalty: 4894.227051
	Iteration 16Q: 3 clusters Score -2478821 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2478969.250000 Penalty: 4894.227051
	Iteration 17Q: 3 clusters Score -2478969 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2479055.000000 Penalty: 4894.227051
	Iteration 18Q: 3 clusters Score -2479055 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2479118.250000 Penalty: 4894.227051
	Iteration 19Q: 3 clusters Score -2479118 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2479149.500000 Penalty: 4894.227051
	Iteration 20F: 3 clusters Score -2479150 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2479187.000000 Penalty: 4894.227051
	Iteration 21Q: 3 clusters Score -2479187 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2479221.000000 Penalty: 4894.227051
	Iteration 22Q: 3 clusters Score -2479221 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2479246.250000 Penalty: 4894.227051
	Iteration 23Q: 3 clusters Score -2479246 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2479266.000000 Penalty: 4894.227051
	Iteration 24Q: 3 clusters Score -2479266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2479286.250000 Penalty: 4894.227051
	Iteration 25Q: 3 clusters Score -2479286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2479298.750000 Penalty: 4894.227051
	Iteration 26Q: 3 clusters Score -2479299 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2479314.000000 Penalty: 4894.227051
	Iteration 27Q: 3 clusters Score -2479314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2479328.500000 Penalty: 4894.227051
	Iteration 28Q: 3 clusters Score -2479328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2479342.500000 Penalty: 4894.227051
	Iteration 29Q: 3 clusters Score -2479342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2479349.000000 Penalty: 4894.227051
	Iteration 30Q: 3 clusters Score -2479349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2479358.750000 Penalty: 4894.227051
	Iteration 31Q: 3 clusters Score -2479359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2479370.250000 Penalty: 4894.227051
	Iteration 32Q: 3 clusters Score -2479370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2479376.000000 Penalty: 4894.227051
	Iteration 33Q: 3 clusters Score -2479376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2479381.250000 Penalty: 4894.227051
	Iteration 34Q: 3 clusters Score -2479381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2479387.500000 Penalty: 4894.227051
	Iteration 35Q: 3 clusters Score -2479388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2479393.250000 Penalty: 4894.227051
	Iteration 36Q: 3 clusters Score -2479393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2479396.500000 Penalty: 4894.227051
	Iteration 37Q: 3 clusters Score -2479396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2479402.750000 Penalty: 4894.227051
	Iteration 38Q: 3 clusters Score -2479403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2479404.000000 Penalty: 4894.227051
	Iteration 39Q: 3 clusters Score -2479404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2479403.000000 Penalty: 4894.227051
	Iteration 40F: 3 clusters Score -2479403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2479404.250000 Penalty: 4894.227051
	Iteration 41Q: 3 clusters Score -2479404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2479404.000000 Penalty: 4894.227051
	Iteration 42Q: 3 clusters Score -2479404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2479404.250000 Penalty: 4894.227051
	Iteration 43Q: 3 clusters Score -2479404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2479406.750000 Penalty: 4894.227051
	Iteration 44Q: 3 clusters Score -2479407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2479409.250000 Penalty: 4894.227051
	Iteration 45Q: 3 clusters Score -2479409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2479410.500000 Penalty: 4894.227051
	Iteration 46Q: 3 clusters Score -2479410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2479412.750000 Penalty: 4894.227051
	Iteration 47Q: 3 clusters Score -2479413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2479414.250000 Penalty: 4894.227051
	Iteration 48Q: 3 clusters Score -2479414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2479411.750000 Penalty: 4894.227051
	Iteration 49Q: 3 clusters Score -2479412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2479413.750000 Penalty: 4894.227051
	Iteration 50Q: 3 clusters Score -2479414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2479415.500000 Penalty: 4894.227051
	Iteration 51Q: 3 clusters Score -2479416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2479415.500000 Penalty: 4894.227051
	Iteration 52F: 3 clusters Score -2479416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Entering Unmasked Estep 
Score: -1334737.000000 Penalty: 2294.081787
	Iteration 0F: 2 clusters Score -1334737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1326825.875000 Penalty: 4588.163574
	Iteration 0F: 3 clusters Score -1326826 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1329187.875000 Penalty: 4588.163574
	Iteration 1F: 3 clusters Score -1329188 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1329652.625000 Penalty: 4588.163574
	Iteration 2F: 3 clusters Score -1329653 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1330159.125000 Penalty: 4588.163574
	Iteration 3F: 3 clusters Score -1330159 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1330702.625000 Penalty: 4588.163574
	Iteration 4F: 3 clusters Score -1330703 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1331207.500000 Penalty: 4588.163574
	Iteration 5F: 3 clusters Score -1331208 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1331696.125000 Penalty: 4588.163574
	Iteration 6F: 3 clusters Score -1331696 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1332094.250000 Penalty: 4588.163574
	Iteration 7F: 3 clusters Score -1332094 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1332461.375000 Penalty: 4588.163574
	Iteration 8Q: 3 clusters Score -1332461 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1332737.875000 Penalty: 4588.163574
	Iteration 9Q: 3 clusters Score -1332738 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1332894.625000 Penalty: 4588.163574
	Iteration 10Q: 3 clusters Score -1332895 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1333007.125000 Penalty: 4588.163574
	Iteration 11Q: 3 clusters Score -1333007 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1333078.000000 Penalty: 4588.163574
	Iteration 12Q: 3 clusters Score -1333078 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1333122.125000 Penalty: 4588.163574
	Iteration 13Q: 3 clusters Score -1333122 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1333144.750000 Penalty: 4588.163574
	Iteration 14Q: 3 clusters Score -1333145 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1333161.875000 Penalty: 4588.163574
	Iteration 15Q: 3 clusters Score -1333162 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1333174.750000 Penalty: 4588.163574
	Iteration 16Q: 3 clusters Score -1333175 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1333191.125000 Penalty: 4588.163574
	Iteration 17Q: 3 clusters Score -1333191 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1333201.375000 Penalty: 4588.163574
	Iteration 18Q: 3 clusters Score -1333201 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1333208.000000 Penalty: 4588.163574
	Iteration 19Q: 3 clusters Score -1333208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1333212.375000 Penalty: 4588.163574
	Iteration 20F: 3 clusters Score -1333212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1333219.500000 Penalty: 4588.163574
	Iteration 21Q: 3 clusters Score -1333220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1333222.375000 Penalty: 4588.163574
	Iteration 22Q: 3 clusters Score -1333222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1333225.000000 Penalty: 4588.163574
	Iteration 23Q: 3 clusters Score -1333225 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1333233.625000 Penalty: 4588.163574
	Iteration 24Q: 3 clusters Score -1333234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1333234.750000 Penalty: 4588.163574
	Iteration 25Q: 3 clusters Score -1333235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1333242.250000 Penalty: 4588.163574
	Iteration 26Q: 3 clusters Score -1333242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1333238.250000 Penalty: 4588.163574
	Iteration 27Q: 3 clusters Score -1333238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1333245.750000 Penalty: 4588.163574
	Iteration 28Q: 3 clusters Score -1333246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1333245.375000 Penalty: 4588.163574
	Iteration 29Q: 3 clusters Score -1333245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1333245.875000 Penalty: 4588.163574
	Iteration 30Q: 3 clusters Score -1333246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1333249.125000 Penalty: 4588.163574
	Iteration 31Q: 3 clusters Score -1333249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1333249.000000 Penalty: 4588.163574
	Iteration 32Q: 3 clusters Score -1333249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1333252.000000 Penalty: 4588.163574
	Iteration 33Q: 3 clusters Score -1333252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1333252.000000 Penalty: 4588.163574
	Iteration 34F: 3 clusters Score -1333252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9499 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6420 members 
Mstep: Class 10 contains 19631 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 212315 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 35219 members 
Mstep: Class 15 contains 93905 members 
Mstep: Class 16 contains 25189 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1672 members 
Mstep: Class 19 contains 20258 members 
Mstep: Class 21 contains 19291 members 
Mstep: Class 23 contains 10408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57716884.000000 Penalty: 67921.164062
Iteration 359Q: 22 clusters Score -5.771688e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9498 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6423 members 
Mstep: Class 10 contains 19630 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 212392 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 35114 members 
Mstep: Class 15 contains 93906 members 
Mstep: Class 16 contains 25203 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1671 members 
Mstep: Class 19 contains 20263 members 
Mstep: Class 21 contains 19299 members 
Mstep: Class 23 contains 10408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57716944.000000 Penalty: 67921.164062
Iteration 360F: 22 clusters Score -5.771694e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9501 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6425 members 
Mstep: Class 10 contains 19625 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 212495 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 35001 members 
Mstep: Class 15 contains 93903 members 
Mstep: Class 16 contains 25210 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1671 members 
Mstep: Class 19 contains 20266 members 
Mstep: Class 21 contains 19304 members 
Mstep: Class 23 contains 10406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57716968.000000 Penalty: 67921.164062
Iteration 361Q: 22 clusters Score -5.771697e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9498 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6427 members 
Mstep: Class 10 contains 19625 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 212620 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 34881 members 
Mstep: Class 15 contains 93884 members 
Mstep: Class 16 contains 25221 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1671 members 
Mstep: Class 19 contains 20269 members 
Mstep: Class 21 contains 19307 members 
Mstep: Class 23 contains 10404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57716924.000000 Penalty: 67921.164062
Iteration 362Q: 22 clusters Score -5.771692e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9497 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6428 members 
Mstep: Class 10 contains 19627 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 212744 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 34742 members 
Mstep: Class 15 contains 93876 members 
Mstep: Class 16 contains 25236 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1671 members 
Mstep: Class 19 contains 20278 members 
Mstep: Class 21 contains 19304 members 
Mstep: Class 23 contains 10404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57716904.000000 Penalty: 67921.164062
Iteration 363Q: 22 clusters Score -5.77169e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9492 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6429 members 
Mstep: Class 10 contains 19626 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 212875 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 34612 members 
Mstep: Class 15 contains 93862 members 
Mstep: Class 16 contains 25249 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1670 members 
Mstep: Class 19 contains 20289 members 
Mstep: Class 21 contains 19302 members 
Mstep: Class 23 contains 10401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57716788.000000 Penalty: 67921.164062
Iteration 364Q: 22 clusters Score -5.771679e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9497 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6429 members 
Mstep: Class 10 contains 19631 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 212999 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 34461 members 
Mstep: Class 15 contains 93846 members 
Mstep: Class 16 contains 25271 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 20298 members 
Mstep: Class 21 contains 19303 members 
Mstep: Class 23 contains 10403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57716792.000000 Penalty: 67921.164062
Iteration 365Q: 22 clusters Score -5.771679e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9496 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6429 members 
Mstep: Class 10 contains 19637 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 213156 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 34273 members 
Mstep: Class 15 contains 93831 members 
Mstep: Class 16 contains 25308 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 20304 members 
Mstep: Class 21 contains 19302 members 
Mstep: Class 23 contains 10402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57716780.000000 Penalty: 67921.164062
Iteration 366Q: 22 clusters Score -5.771678e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9502 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6427 members 
Mstep: Class 10 contains 19644 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 213305 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 34057 members 
Mstep: Class 15 contains 93830 members 
Mstep: Class 16 contains 25336 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 20321 members 
Mstep: Class 21 contains 19309 members 
Mstep: Class 23 contains 10407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57716812.000000 Penalty: 67921.164062
Iteration 367Q: 22 clusters Score -5.771681e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9506 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6426 members 
Mstep: Class 10 contains 19652 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 213456 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 33881 members 
Mstep: Class 15 contains 93818 members 
Mstep: Class 16 contains 25355 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 20329 members 
Mstep: Class 21 contains 19312 members 
Mstep: Class 23 contains 10404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57716800.000000 Penalty: 67921.164062
Iteration 368Q: 22 clusters Score -5.77168e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9503 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6429 members 
Mstep: Class 10 contains 19664 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 213591 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 33711 members 
Mstep: Class 15 contains 93805 members 
Mstep: Class 16 contains 25374 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 20338 members 
Mstep: Class 21 contains 19323 members 
Mstep: Class 23 contains 10402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57716756.000000 Penalty: 67921.164062
Iteration 369Q: 22 clusters Score -5.771676e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9496 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6432 members 
Mstep: Class 10 contains 19682 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 213718 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 33527 members 
Mstep: Class 15 contains 93802 members 
Mstep: Class 16 contains 25399 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20353 members 
Mstep: Class 21 contains 19336 members 
Mstep: Class 23 contains 10396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57716788.000000 Penalty: 67921.164062
Iteration 370Q: 22 clusters Score -5.771679e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9492 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6434 members 
Mstep: Class 10 contains 19695 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 213856 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 33328 members 
Mstep: Class 15 contains 93807 members 
Mstep: Class 16 contains 25429 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20367 members 
Mstep: Class 21 contains 19346 members 
Mstep: Class 23 contains 10388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57716992.000000 Penalty: 67921.164062
Iteration 371Q: 22 clusters Score -5.771699e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9488 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6434 members 
Mstep: Class 10 contains 19695 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 214011 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 33129 members 
Mstep: Class 15 contains 93826 members 
Mstep: Class 16 contains 25447 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20372 members 
Mstep: Class 21 contains 19356 members 
Mstep: Class 23 contains 10384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57716916.000000 Penalty: 67921.164062
Iteration 372Q: 22 clusters Score -5.771692e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9491 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6432 members 
Mstep: Class 10 contains 19700 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 214182 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 32924 members 
Mstep: Class 15 contains 93844 members 
Mstep: Class 16 contains 25454 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20377 members 
Mstep: Class 21 contains 19364 members 
Mstep: Class 23 contains 10373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57716972.000000 Penalty: 67921.164062
Iteration 373Q: 22 clusters Score -5.771697e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 9486 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6432 members 
Mstep: Class 10 contains 19706 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 214352 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 32699 members 
Mstep: Class 15 contains 93852 members 
Mstep: Class 16 contains 25477 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20398 members 
Mstep: Class 21 contains 19373 members 
Mstep: Class 23 contains 10366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717184.000000 Penalty: 67921.164062
Iteration 374Q: 22 clusters Score -5.771718e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9484 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6435 members 
Mstep: Class 10 contains 19714 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 214543 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 32446 members 
Mstep: Class 15 contains 93849 members 
Mstep: Class 16 contains 25492 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20422 members 
Mstep: Class 21 contains 19391 members 
Mstep: Class 23 contains 10364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717300.000000 Penalty: 67921.164062
Iteration 375Q: 22 clusters Score -5.77173e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9481 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6437 members 
Mstep: Class 10 contains 19733 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 214684 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 32199 members 
Mstep: Class 15 contains 93873 members 
Mstep: Class 16 contains 25521 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20451 members 
Mstep: Class 21 contains 19406 members 
Mstep: Class 23 contains 10356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717264.000000 Penalty: 67921.164062
Iteration 376Q: 22 clusters Score -5.771726e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9478 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6439 members 
Mstep: Class 10 contains 19746 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 214815 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 31962 members 
Mstep: Class 15 contains 93897 members 
Mstep: Class 16 contains 25543 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20474 members 
Mstep: Class 21 contains 19435 members 
Mstep: Class 23 contains 10352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717404.000000 Penalty: 67921.164062
Iteration 377Q: 22 clusters Score -5.77174e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9475 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6435 members 
Mstep: Class 10 contains 19757 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 214940 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 31780 members 
Mstep: Class 15 contains 93919 members 
Mstep: Class 16 contains 25552 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20496 members 
Mstep: Class 21 contains 19442 members 
Mstep: Class 23 contains 10345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717528.000000 Penalty: 67921.164062
Iteration 378Q: 22 clusters Score -5.771753e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9469 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6428 members 
Mstep: Class 10 contains 19764 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 215038 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 31618 members 
Mstep: Class 15 contains 93943 members 
Mstep: Class 16 contains 25571 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20524 members 
Mstep: Class 21 contains 19452 members 
Mstep: Class 23 contains 10333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717416.000000 Penalty: 67921.164062
Iteration 379Q: 22 clusters Score -5.771742e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9462 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6429 members 
Mstep: Class 10 contains 19769 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 215089 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 31513 members 
Mstep: Class 15 contains 93960 members 
Mstep: Class 16 contains 25578 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 20544 members 
Mstep: Class 21 contains 19473 members 
Mstep: Class 23 contains 10322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717544.000000 Penalty: 67921.164062
Iteration 380F: 22 clusters Score -5.771754e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9446 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6431 members 
Mstep: Class 10 contains 19777 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 215137 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 31435 members 
Mstep: Class 15 contains 93982 members 
Mstep: Class 16 contains 25582 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20558 members 
Mstep: Class 21 contains 19484 members 
Mstep: Class 23 contains 10307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717528.000000 Penalty: 67921.164062
Iteration 381Q: 22 clusters Score -5.771753e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9437 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6431 members 
Mstep: Class 10 contains 19783 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 215192 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 31341 members 
Mstep: Class 15 contains 94003 members 
Mstep: Class 16 contains 25584 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20579 members 
Mstep: Class 21 contains 19500 members 
Mstep: Class 23 contains 10289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717460.000000 Penalty: 67921.164062
Iteration 382Q: 22 clusters Score -5.771746e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 629 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9430 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6435 members 
Mstep: Class 10 contains 19784 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 215218 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 31272 members 
Mstep: Class 15 contains 94029 members 
Mstep: Class 16 contains 25586 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20592 members 
Mstep: Class 21 contains 19522 members 
Mstep: Class 23 contains 10273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717384.000000 Penalty: 67921.164062
Iteration 383Q: 22 clusters Score -5.771738e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 629 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9429 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6435 members 
Mstep: Class 10 contains 19789 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 215250 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 31192 members 
Mstep: Class 15 contains 94059 members 
Mstep: Class 16 contains 25589 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20604 members 
Mstep: Class 21 contains 19529 members 
Mstep: Class 23 contains 10265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717404.000000 Penalty: 67921.164062
Iteration 384Q: 22 clusters Score -5.77174e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 629 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9426 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6434 members 
Mstep: Class 10 contains 19785 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 215289 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 31120 members 
Mstep: Class 15 contains 94082 members 
Mstep: Class 16 contains 25589 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20621 members 
Mstep: Class 21 contains 19534 members 
Mstep: Class 23 contains 10260 members 
Entering Unmasked Estep 
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Iteration 385Q: 22 clusters Score -5.77174e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 629 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9412 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6432 members 
Mstep: Class 10 contains 19776 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 215332 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 31059 members 
Mstep: Class 15 contains 94097 members 
Mstep: Class 16 contains 25590 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20638 members 
Mstep: Class 21 contains 19546 members 
Mstep: Class 23 contains 10258 members 
Entering Unmasked Estep 
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Score: -57717376.000000 Penalty: 67921.164062
Iteration 386Q: 22 clusters Score -5.771738e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 629 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9403 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6428 members 
Mstep: Class 10 contains 19772 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 215375 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 31011 members 
Mstep: Class 15 contains 94105 members 
Mstep: Class 16 contains 25588 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20650 members 
Mstep: Class 21 contains 19550 members 
Mstep: Class 23 contains 10258 members 
Entering Unmasked Estep 
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Iteration 387Q: 22 clusters Score -5.771732e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 629 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9399 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6423 members 
Mstep: Class 10 contains 19769 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 215417 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30960 members 
Mstep: Class 15 contains 94111 members 
Mstep: Class 16 contains 25584 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20660 members 
Mstep: Class 21 contains 19562 members 
Mstep: Class 23 contains 10255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717292.000000 Penalty: 67921.164062
Iteration 388Q: 22 clusters Score -5.771729e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 629 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9396 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6424 members 
Mstep: Class 10 contains 19764 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 215458 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30923 members 
Mstep: Class 15 contains 94113 members 
Mstep: Class 16 contains 25584 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20663 members 
Mstep: Class 21 contains 19565 members 
Mstep: Class 23 contains 10250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717324.000000 Penalty: 67921.164062
Iteration 389Q: 22 clusters Score -5.771732e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 629 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9393 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6424 members 
Mstep: Class 10 contains 19761 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 215495 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30889 members 
Mstep: Class 15 contains 94118 members 
Mstep: Class 16 contains 25584 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20665 members 
Mstep: Class 21 contains 19562 members 
Mstep: Class 23 contains 10249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717264.000000 Penalty: 67921.164062
Iteration 390Q: 22 clusters Score -5.771726e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 629 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9389 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6424 members 
Mstep: Class 10 contains 19760 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 215535 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30856 members 
Mstep: Class 15 contains 94116 members 
Mstep: Class 16 contains 25584 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 21 contains 19556 members 
Mstep: Class 23 contains 10252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717280.000000 Penalty: 67921.164062
Iteration 391Q: 22 clusters Score -5.771728e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 629 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9390 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6424 members 
Mstep: Class 10 contains 19758 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 215569 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30822 members 
Mstep: Class 15 contains 94117 members 
Mstep: Class 16 contains 25581 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20670 members 
Mstep: Class 21 contains 19557 members 
Mstep: Class 23 contains 10252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717296.000000 Penalty: 67921.164062
Iteration 392Q: 22 clusters Score -5.77173e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 629 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9391 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6422 members 
Mstep: Class 10 contains 19759 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 215592 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30788 members 
Mstep: Class 15 contains 94128 members 
Mstep: Class 16 contains 25577 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20675 members 
Mstep: Class 21 contains 19558 members 
Mstep: Class 23 contains 10250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717200.000000 Penalty: 67921.164062
Iteration 393Q: 22 clusters Score -5.77172e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 629 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9390 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6421 members 
Mstep: Class 10 contains 19758 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 215605 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30771 members 
Mstep: Class 15 contains 94135 members 
Mstep: Class 16 contains 25577 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20679 members 
Mstep: Class 21 contains 19555 members 
Mstep: Class 23 contains 10249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717188.000000 Penalty: 67921.164062
Iteration 394Q: 22 clusters Score -5.771719e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 629 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9389 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6417 members 
Mstep: Class 10 contains 19756 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 215613 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30762 members 
Mstep: Class 15 contains 94134 members 
Mstep: Class 16 contains 25579 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20683 members 
Mstep: Class 21 contains 19559 members 
Mstep: Class 23 contains 10248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717244.000000 Penalty: 67921.164062
Iteration 395Q: 22 clusters Score -5.771724e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 629 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9388 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6417 members 
Mstep: Class 10 contains 19754 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 215618 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30750 members 
Mstep: Class 15 contains 94135 members 
Mstep: Class 16 contains 25577 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20686 members 
Mstep: Class 21 contains 19568 members 
Mstep: Class 23 contains 10247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717252.000000 Penalty: 67921.164062
Iteration 396Q: 22 clusters Score -5.771725e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 629 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9389 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 19754 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 215629 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30737 members 
Mstep: Class 15 contains 94137 members 
Mstep: Class 16 contains 25575 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20688 members 
Mstep: Class 21 contains 19567 members 
Mstep: Class 23 contains 10246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717208.000000 Penalty: 67921.164062
Iteration 397Q: 22 clusters Score -5.771721e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 629 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9387 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6417 members 
Mstep: Class 10 contains 19755 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 215641 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30729 members 
Mstep: Class 15 contains 94137 members 
Mstep: Class 16 contains 25573 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20691 members 
Mstep: Class 21 contains 19565 members 
Mstep: Class 23 contains 10245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57717196.000000 Penalty: 67921.164062
Iteration 398Q: 22 clusters Score -5.77172e+07 nChanged 55
Entering ConstructFrom: 
Score: -57717196.000000 Penalty: 67921.164062
Entering ConstructFrom: 
Trying to split cluster 1 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -47430.449219 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -47430.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -45995.175781 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -45995.18 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -46182.375000 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -46182.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -46232.062500 Penalty: 2982.802734
	Iteration 2Q: 3 clusters Score -46232.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -46264.832031 Penalty: 2982.802734
	Iteration 3Q: 3 clusters Score -46264.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -46280.546875 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -46280.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -46291.992188 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -46291.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -46297.339844 Penalty: 2982.802734
	Iteration 6Q: 3 clusters Score -46297.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -46301.566406 Penalty: 2982.802734
	Iteration 7Q: 3 clusters Score -46301.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -46311.035156 Penalty: 2982.802734
	Iteration 8Q: 3 clusters Score -46311.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -46317.718750 Penalty: 2982.802734
	Iteration 9Q: 3 clusters Score -46317.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -46325.789062 Penalty: 2982.802734
	Iteration 10Q: 3 clusters Score -46325.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46332.835938 Penalty: 2982.802734
	Iteration 11Q: 3 clusters Score -46332.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46339.617188 Penalty: 2982.802734
	Iteration 12Q: 3 clusters Score -46339.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46339.617188 Penalty: 2982.802734
	Iteration 13F: 3 clusters Score -46339.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -59214.046875 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -59214.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -57679.113281 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -57679.11 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -58021.210938 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -58021.21 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -58284.906250 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -58284.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -58398.035156 Penalty: 3115.076416
	Iteration 3F: 3 clusters Score -58398.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -58505.792969 Penalty: 3115.076416
	Iteration 4Q: 3 clusters Score -58505.79 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -58762.175781 Penalty: 3115.076416
	Iteration 5F: 3 clusters Score -58762.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -58928.617188 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -58928.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -58998.933594 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -58998.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -59064.339844 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -59064.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -59133.300781 Penalty: 3115.076416
	Iteration 9Q: 3 clusters Score -59133.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -59230.339844 Penalty: 3115.076416
	Iteration 10Q: 3 clusters Score -59230.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -59230.339844 Penalty: 3115.076416
	Iteration 11F: 3 clusters Score -59230.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 629 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9382 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6416 members 
Mstep: Class 10 contains 19754 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 215652 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30727 members 
Mstep: Class 15 contains 94137 members 
Mstep: Class 16 contains 25570 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20694 members 
Mstep: Class 20 contains 144 members 
Mstep: Class 21 contains 19564 members 
Mstep: Class 23 contains 10244 members 
Entering Unmasked Estep 
Score: -57715456.000000 Penalty: 71155.500000
Splitting cluster 2 changes total score from -57717196.000000 to -57715456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Entering Unmasked Estep 
Score: -69079.179688 Penalty: 1611.200195
	Iteration 0F: 2 clusters Score -69079.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -67483.375000 Penalty: 3222.400391
	Iteration 0F: 3 clusters Score -67483.38 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -67805.960938 Penalty: 3222.400391
	Iteration 1F: 3 clusters Score -67805.96 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -67941.890625 Penalty: 3222.400391
	Iteration 2F: 3 clusters Score -67941.89 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -68035.757812 Penalty: 3222.400391
	Iteration 3F: 3 clusters Score -68035.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -68077.500000 Penalty: 3222.400391
	Iteration 4Q: 3 clusters Score -68077.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -68110.953125 Penalty: 3222.400391
	Iteration 5Q: 3 clusters Score -68110.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -68137.218750 Penalty: 3222.400391
	Iteration 6Q: 3 clusters Score -68137.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -68151.929688 Penalty: 3222.400391
	Iteration 7Q: 3 clusters Score -68151.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -68165.851562 Penalty: 3222.400391
	Iteration 8Q: 3 clusters Score -68165.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -68171.023438 Penalty: 3222.400391
	Iteration 9Q: 3 clusters Score -68171.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -68182.171875 Penalty: 3222.400391
	Iteration 10Q: 3 clusters Score -68182.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -68190.406250 Penalty: 3222.400391
	Iteration 11Q: 3 clusters Score -68190.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -68203.312500 Penalty: 3222.400391
	Iteration 12Q: 3 clusters Score -68203.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -68225.359375 Penalty: 3222.400391
	Iteration 13Q: 3 clusters Score -68225.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -68246.390625 Penalty: 3222.400391
	Iteration 14Q: 3 clusters Score -68246.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -68279.953125 Penalty: 3222.400391
	Iteration 15Q: 3 clusters Score -68279.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -68309.515625 Penalty: 3222.400391
	Iteration 16Q: 3 clusters Score -68309.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -68322.132812 Penalty: 3222.400391
	Iteration 17Q: 3 clusters Score -68322.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -68338.000000 Penalty: 3222.400391
	Iteration 18Q: 3 clusters Score -68338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -68478.500000 Penalty: 3222.400391
	Iteration 19Q: 3 clusters Score -68478.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -68548.617188 Penalty: 3222.400391
	Iteration 20F: 3 clusters Score -68548.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -68559.296875 Penalty: 3222.400391
	Iteration 21Q: 3 clusters Score -68559.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -68568.703125 Penalty: 3222.400391
	Iteration 22Q: 3 clusters Score -68568.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -68576.398438 Penalty: 3222.400391
	Iteration 23Q: 3 clusters Score -68576.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -68582.750000 Penalty: 3222.400391
	Iteration 24Q: 3 clusters Score -68582.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -68586.390625 Penalty: 3222.400391
	Iteration 25Q: 3 clusters Score -68586.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -68589.429688 Penalty: 3222.400391
	Iteration 26Q: 3 clusters Score -68589.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -68595.578125 Penalty: 3222.400391
	Iteration 27Q: 3 clusters Score -68595.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -68605.062500 Penalty: 3222.400391
	Iteration 28Q: 3 clusters Score -68605.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -68614.757812 Penalty: 3222.400391
	Iteration 29Q: 3 clusters Score -68614.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -68623.828125 Penalty: 3222.400391
	Iteration 30Q: 3 clusters Score -68623.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -68625.789062 Penalty: 3222.400391
	Iteration 31Q: 3 clusters Score -68625.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -68627.757812 Penalty: 3222.400391
	Iteration 32Q: 3 clusters Score -68627.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -68633.023438 Penalty: 3222.400391
	Iteration 33Q: 3 clusters Score -68633.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -68635.031250 Penalty: 3222.400391
	Iteration 34Q: 3 clusters Score -68635.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -68636.015625 Penalty: 3222.400391
	Iteration 35Q: 3 clusters Score -68636.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -68636.781250 Penalty: 3222.400391
	Iteration 36Q: 3 clusters Score -68636.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -68636.781250 Penalty: 3222.400391
	Iteration 37F: 3 clusters Score -68636.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Entering Unmasked Estep 
Score: -161381.859375 Penalty: 1775.697144
	Iteration 0F: 2 clusters Score -161381.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -159214.687500 Penalty: 3551.394287
	Iteration 0F: 3 clusters Score -159214.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -159533.562500 Penalty: 3551.394287
	Iteration 1F: 3 clusters Score -159533.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -159627.906250 Penalty: 3551.394287
	Iteration 2F: 3 clusters Score -159627.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -159691.921875 Penalty: 3551.394287
	Iteration 3Q: 3 clusters Score -159691.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -159715.781250 Penalty: 3551.394287
	Iteration 4Q: 3 clusters Score -159715.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -159728.140625 Penalty: 3551.394287
	Iteration 5Q: 3 clusters Score -159728.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -159737.562500 Penalty: 3551.394287
	Iteration 6Q: 3 clusters Score -159737.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -159745.109375 Penalty: 3551.394287
	Iteration 7Q: 3 clusters Score -159745.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -159749.843750 Penalty: 3551.394287
	Iteration 8Q: 3 clusters Score -159749.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -159752.453125 Penalty: 3551.394287
	Iteration 9Q: 3 clusters Score -159752.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -159755.375000 Penalty: 3551.394287
	Iteration 10Q: 3 clusters Score -159755.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -159756.968750 Penalty: 3551.394287
	Iteration 11Q: 3 clusters Score -159757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -159759.000000 Penalty: 3551.394287
	Iteration 12Q: 3 clusters Score -159759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -159760.015625 Penalty: 3551.394287
	Iteration 13Q: 3 clusters Score -159760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -159760.437500 Penalty: 3551.394287
	Iteration 14Q: 3 clusters Score -159760.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -159760.437500 Penalty: 3551.394287
	Iteration 15F: 3 clusters Score -159760.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Entering Unmasked Estep 
Score: -77759.687500 Penalty: 1598.144531
	Iteration 0F: 2 clusters Score -77759.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -76084.593750 Penalty: 3196.289062
	Iteration 0F: 3 clusters Score -76084.59 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -76246.796875 Penalty: 3196.289062
	Iteration 1F: 3 clusters Score -76246.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -76301.304688 Penalty: 3196.289062
	Iteration 2Q: 3 clusters Score -76301.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -76344.484375 Penalty: 3196.289062
	Iteration 3Q: 3 clusters Score -76344.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -76364.171875 Penalty: 3196.289062
	Iteration 4Q: 3 clusters Score -76364.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -76375.218750 Penalty: 3196.289062
	Iteration 5Q: 3 clusters Score -76375.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -76394.296875 Penalty: 3196.289062
	Iteration 6Q: 3 clusters Score -76394.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -76405.171875 Penalty: 3196.289062
	Iteration 7Q: 3 clusters Score -76405.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -76405.171875 Penalty: 3196.289062
	Iteration 8F: 3 clusters Score -76405.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -45316.953125 Penalty: 1497.391968
	Iteration 0F: 2 clusters Score -45316.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43976.832031 Penalty: 2994.783936
	Iteration 0F: 3 clusters Score -43976.83 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -44224.613281 Penalty: 2994.783936
	Iteration 1F: 3 clusters Score -44224.61 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -44329.710938 Penalty: 2994.783936
	Iteration 2F: 3 clusters Score -44329.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -44504.089844 Penalty: 2994.783936
	Iteration 3F: 3 clusters Score -44504.09 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -44753.339844 Penalty: 2994.783936
	Iteration 4F: 3 clusters Score -44753.34 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -45039.929688 Penalty: 2994.783936
	Iteration 5F: 3 clusters Score -45039.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -45238.242188 Penalty: 2994.783936
	Iteration 6F: 3 clusters Score -45238.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -45363.222656 Penalty: 2994.783936
	Iteration 7Q: 3 clusters Score -45363.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -45414.371094 Penalty: 2994.783936
	Iteration 8Q: 3 clusters Score -45414.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -45452.199219 Penalty: 2994.783936
	Iteration 9Q: 3 clusters Score -45452.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -45456.515625 Penalty: 2994.783936
	Iteration 10Q: 3 clusters Score -45456.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -45461.121094 Penalty: 2994.783936
	Iteration 11Q: 3 clusters Score -45461.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -45461.121094 Penalty: 2994.783936
	Iteration 12F: 3 clusters Score -45461.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 629 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 9382 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6416 members 
Mstep: Class 10 contains 19754 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 215652 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30727 members 
Mstep: Class 15 contains 94137 members 
Mstep: Class 16 contains 25570 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20694 members 
Mstep: Class 20 contains 110 members 
Mstep: Class 21 contains 19564 members 
Mstep: Class 23 contains 10244 members 
Entering Unmasked Estep 
Score: -57715544.000000 Penalty: 71155.500000
Splitting cluster 6 changes total score from -57717196.000000 to -57715544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (9382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Entering Unmasked Estep 
Score: -1213247.250000 Penalty: 2268.343994
	Iteration 0F: 2 clusters Score -1213247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1205963.125000 Penalty: 4536.687988
	Iteration 0F: 3 clusters Score -1205963 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1207970.375000 Penalty: 4536.687988
	Iteration 1F: 3 clusters Score -1207970 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1208269.500000 Penalty: 4536.687988
	Iteration 2F: 3 clusters Score -1208270 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1208474.875000 Penalty: 4536.687988
	Iteration 3Q: 3 clusters Score -1208475 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1208628.750000 Penalty: 4536.687988
	Iteration 4Q: 3 clusters Score -1208629 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1208761.375000 Penalty: 4536.687988
	Iteration 5Q: 3 clusters Score -1208761 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1208866.500000 Penalty: 4536.687988
	Iteration 6Q: 3 clusters Score -1208866 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1208947.375000 Penalty: 4536.687988
	Iteration 7Q: 3 clusters Score -1208947 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1209025.750000 Penalty: 4536.687988
	Iteration 8Q: 3 clusters Score -1209026 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1209092.625000 Penalty: 4536.687988
	Iteration 9Q: 3 clusters Score -1209093 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1209189.625000 Penalty: 4536.687988
	Iteration 10Q: 3 clusters Score -1209190 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1209325.375000 Penalty: 4536.687988
	Iteration 11Q: 3 clusters Score -1209325 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1209484.625000 Penalty: 4536.687988
	Iteration 12Q: 3 clusters Score -1209485 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1209692.750000 Penalty: 4536.687988
	Iteration 13Q: 3 clusters Score -1209693 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1209962.625000 Penalty: 4536.687988
	Iteration 14Q: 3 clusters Score -1209963 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1210222.250000 Penalty: 4536.687988
	Iteration 15Q: 3 clusters Score -1210222 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1210487.500000 Penalty: 4536.687988
	Iteration 16Q: 3 clusters Score -1210488 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1210711.125000 Penalty: 4536.687988
	Iteration 17Q: 3 clusters Score -1210711 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1210868.500000 Penalty: 4536.687988
	Iteration 18Q: 3 clusters Score -1210868 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1210984.875000 Penalty: 4536.687988
	Iteration 19Q: 3 clusters Score -1210985 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1211084.125000 Penalty: 4536.687988
	Iteration 20F: 3 clusters Score -1211084 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1211157.750000 Penalty: 4536.687988
	Iteration 21Q: 3 clusters Score -1211158 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1211194.875000 Penalty: 4536.687988
	Iteration 22Q: 3 clusters Score -1211195 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1211232.250000 Penalty: 4536.687988
	Iteration 23Q: 3 clusters Score -1211232 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1211251.000000 Penalty: 4536.687988
	Iteration 24Q: 3 clusters Score -1211251 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1211262.125000 Penalty: 4536.687988
	Iteration 25Q: 3 clusters Score -1211262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1211271.750000 Penalty: 4536.687988
	Iteration 26Q: 3 clusters Score -1211272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1211279.750000 Penalty: 4536.687988
	Iteration 27Q: 3 clusters Score -1211280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1211286.500000 Penalty: 4536.687988
	Iteration 28Q: 3 clusters Score -1211286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1211296.500000 Penalty: 4536.687988
	Iteration 29Q: 3 clusters Score -1211296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1211303.500000 Penalty: 4536.687988
	Iteration 30Q: 3 clusters Score -1211304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1211305.750000 Penalty: 4536.687988
	Iteration 31Q: 3 clusters Score -1211306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1211310.375000 Penalty: 4536.687988
	Iteration 32Q: 3 clusters Score -1211310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1211311.375000 Penalty: 4536.687988
	Iteration 33Q: 3 clusters Score -1211311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1211309.750000 Penalty: 4536.687988
	Iteration 34Q: 3 clusters Score -1211310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1211312.375000 Penalty: 4536.687988
	Iteration 35Q: 3 clusters Score -1211312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1211314.375000 Penalty: 4536.687988
	Iteration 36Q: 3 clusters Score -1211314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1211317.000000 Penalty: 4536.687988
	Iteration 37Q: 3 clusters Score -1211317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1211317.875000 Penalty: 4536.687988
	Iteration 38Q: 3 clusters Score -1211318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1211321.000000 Penalty: 4536.687988
	Iteration 39Q: 3 clusters Score -1211321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1211322.125000 Penalty: 4536.687988
	Iteration 40F: 3 clusters Score -1211322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1211322.375000 Penalty: 4536.687988
	Iteration 41Q: 3 clusters Score -1211322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1211323.250000 Penalty: 4536.687988
	Iteration 42Q: 3 clusters Score -1211323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1211323.250000 Penalty: 4536.687988
	Iteration 43F: 3 clusters Score -1211323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Entering Unmasked Estep 
Score: -179230.421875 Penalty: 1800.957886
	Iteration 0F: 2 clusters Score -179230.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -176974.578125 Penalty: 3601.915771
	Iteration 0F: 3 clusters Score -176974.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -177331.296875 Penalty: 3601.915771
	Iteration 1F: 3 clusters Score -177331.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -177417.437500 Penalty: 3601.915771
	Iteration 2F: 3 clusters Score -177417.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -177459.296875 Penalty: 3601.915771
	Iteration 3Q: 3 clusters Score -177459.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -177494.062500 Penalty: 3601.915771
	Iteration 4Q: 3 clusters Score -177494.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -177515.250000 Penalty: 3601.915771
	Iteration 5Q: 3 clusters Score -177515.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -177529.890625 Penalty: 3601.915771
	Iteration 6Q: 3 clusters Score -177529.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -177547.203125 Penalty: 3601.915771
	Iteration 7Q: 3 clusters Score -177547.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -177571.593750 Penalty: 3601.915771
	Iteration 8Q: 3 clusters Score -177571.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -177594.562500 Penalty: 3601.915771
	Iteration 9Q: 3 clusters Score -177594.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -177621.484375 Penalty: 3601.915771
	Iteration 10Q: 3 clusters Score -177621.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -177655.906250 Penalty: 3601.915771
	Iteration 11Q: 3 clusters Score -177655.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -177685.656250 Penalty: 3601.915771
	Iteration 12Q: 3 clusters Score -177685.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -177711.875000 Penalty: 3601.915771
	Iteration 13Q: 3 clusters Score -177711.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -177741.250000 Penalty: 3601.915771
	Iteration 14Q: 3 clusters Score -177741.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -177765.953125 Penalty: 3601.915771
	Iteration 15Q: 3 clusters Score -177766 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -177789.140625 Penalty: 3601.915771
	Iteration 16Q: 3 clusters Score -177789.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -177807.953125 Penalty: 3601.915771
	Iteration 17Q: 3 clusters Score -177808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -177818.281250 Penalty: 3601.915771
	Iteration 18Q: 3 clusters Score -177818.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -177830.984375 Penalty: 3601.915771
	Iteration 19Q: 3 clusters Score -177831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -177842.468750 Penalty: 3601.915771
	Iteration 20F: 3 clusters Score -177842.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -177852.453125 Penalty: 3601.915771
	Iteration 21Q: 3 clusters Score -177852.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -177861.156250 Penalty: 3601.915771
	Iteration 22Q: 3 clusters Score -177861.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -177870.359375 Penalty: 3601.915771
	Iteration 23Q: 3 clusters Score -177870.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -177878.203125 Penalty: 3601.915771
	Iteration 24Q: 3 clusters Score -177878.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -177884.000000 Penalty: 3601.915771
	Iteration 25Q: 3 clusters Score -177884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -177890.734375 Penalty: 3601.915771
	Iteration 26Q: 3 clusters Score -177890.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -177894.968750 Penalty: 3601.915771
	Iteration 27Q: 3 clusters Score -177895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -177896.500000 Penalty: 3601.915771
	Iteration 28Q: 3 clusters Score -177896.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -177897.812500 Penalty: 3601.915771
	Iteration 29Q: 3 clusters Score -177897.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -177898.781250 Penalty: 3601.915771
	Iteration 30Q: 3 clusters Score -177898.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -177901.015625 Penalty: 3601.915771
	Iteration 31Q: 3 clusters Score -177901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -177904.921875 Penalty: 3601.915771
	Iteration 32Q: 3 clusters Score -177904.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -177908.921875 Penalty: 3601.915771
	Iteration 33Q: 3 clusters Score -177908.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -177909.812500 Penalty: 3601.915771
	Iteration 34Q: 3 clusters Score -177909.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -177911.843750 Penalty: 3601.915771
	Iteration 35Q: 3 clusters Score -177911.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -177911.843750 Penalty: 3601.915771
	Iteration 36F: 3 clusters Score -177911.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Entering Unmasked Estep 
Score: -818865.750000 Penalty: 2174.104492
	Iteration 0F: 2 clusters Score -818865.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -813436.375000 Penalty: 4348.208984
	Iteration 0F: 3 clusters Score -813436.4 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -814902.000000 Penalty: 4348.208984
	Iteration 1F: 3 clusters Score -814902 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -815118.312500 Penalty: 4348.208984
	Iteration 2F: 3 clusters Score -815118.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -815266.937500 Penalty: 4348.208984
	Iteration 3Q: 3 clusters Score -815266.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -815373.625000 Penalty: 4348.208984
	Iteration 4Q: 3 clusters Score -815373.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -815450.500000 Penalty: 4348.208984
	Iteration 5Q: 3 clusters Score -815450.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -815518.750000 Penalty: 4348.208984
	Iteration 6Q: 3 clusters Score -815518.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -815581.125000 Penalty: 4348.208984
	Iteration 7Q: 3 clusters Score -815581.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -815637.250000 Penalty: 4348.208984
	Iteration 8Q: 3 clusters Score -815637.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -815691.687500 Penalty: 4348.208984
	Iteration 9Q: 3 clusters Score -815691.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -815749.250000 Penalty: 4348.208984
	Iteration 10Q: 3 clusters Score -815749.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -815796.312500 Penalty: 4348.208984
	Iteration 11Q: 3 clusters Score -815796.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -815850.687500 Penalty: 4348.208984
	Iteration 12Q: 3 clusters Score -815850.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -815903.562500 Penalty: 4348.208984
	Iteration 13Q: 3 clusters Score -815903.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -815970.062500 Penalty: 4348.208984
	Iteration 14Q: 3 clusters Score -815970.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -816039.812500 Penalty: 4348.208984
	Iteration 15Q: 3 clusters Score -816039.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -816110.000000 Penalty: 4348.208984
	Iteration 16Q: 3 clusters Score -816110 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -816178.562500 Penalty: 4348.208984
	Iteration 17Q: 3 clusters Score -816178.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -816247.562500 Penalty: 4348.208984
	Iteration 18Q: 3 clusters Score -816247.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -816322.000000 Penalty: 4348.208984
	Iteration 19Q: 3 clusters Score -816322 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -816407.625000 Penalty: 4348.208984
	Iteration 20F: 3 clusters Score -816407.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -816493.562500 Penalty: 4348.208984
	Iteration 21Q: 3 clusters Score -816493.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -816570.562500 Penalty: 4348.208984
	Iteration 22Q: 3 clusters Score -816570.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -816647.625000 Penalty: 4348.208984
	Iteration 23Q: 3 clusters Score -816647.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -816704.125000 Penalty: 4348.208984
	Iteration 24Q: 3 clusters Score -816704.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -816753.437500 Penalty: 4348.208984
	Iteration 25Q: 3 clusters Score -816753.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -816793.687500 Penalty: 4348.208984
	Iteration 26Q: 3 clusters Score -816793.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -816820.062500 Penalty: 4348.208984
	Iteration 27Q: 3 clusters Score -816820.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -816838.250000 Penalty: 4348.208984
	Iteration 28Q: 3 clusters Score -816838.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -816858.062500 Penalty: 4348.208984
	Iteration 29Q: 3 clusters Score -816858.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -816874.000000 Penalty: 4348.208984
	Iteration 30Q: 3 clusters Score -816874 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -816893.562500 Penalty: 4348.208984
	Iteration 31Q: 3 clusters Score -816893.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -816907.812500 Penalty: 4348.208984
	Iteration 32Q: 3 clusters Score -816907.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -816919.125000 Penalty: 4348.208984
	Iteration 33Q: 3 clusters Score -816919.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -816928.375000 Penalty: 4348.208984
	Iteration 34Q: 3 clusters Score -816928.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -816942.000000 Penalty: 4348.208984
	Iteration 35Q: 3 clusters Score -816942 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -816951.187500 Penalty: 4348.208984
	Iteration 36Q: 3 clusters Score -816951.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -816955.250000 Penalty: 4348.208984
	Iteration 37Q: 3 clusters Score -816955.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -816960.875000 Penalty: 4348.208984
	Iteration 38Q: 3 clusters Score -816960.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -816965.562500 Penalty: 4348.208984
	Iteration 39Q: 3 clusters Score -816965.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -816964.750000 Penalty: 4348.208984
	Iteration 40F: 3 clusters Score -816964.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -816966.687500 Penalty: 4348.208984
	Iteration 41Q: 3 clusters Score -816966.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -816970.437500 Penalty: 4348.208984
	Iteration 42Q: 3 clusters Score -816970.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -816972.062500 Penalty: 4348.208984
	Iteration 43Q: 3 clusters Score -816972.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -816976.062500 Penalty: 4348.208984
	Iteration 44Q: 3 clusters Score -816976.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -816979.687500 Penalty: 4348.208984
	Iteration 45Q: 3 clusters Score -816979.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -816980.812500 Penalty: 4348.208984
	Iteration 46Q: 3 clusters Score -816980.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -816981.125000 Penalty: 4348.208984
	Iteration 47Q: 3 clusters Score -816981.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -816983.000000 Penalty: 4348.208984
	Iteration 48Q: 3 clusters Score -816983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -816981.437500 Penalty: 4348.208984
	Iteration 49Q: 3 clusters Score -816981.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -816981.000000 Penalty: 4348.208984
	Iteration 50Q: 3 clusters Score -816981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -816980.500000 Penalty: 4348.208984
	Iteration 51Q: 3 clusters Score -816980.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -816982.000000 Penalty: 4348.208984
	Iteration 52Q: 3 clusters Score -816982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -816983.875000 Penalty: 4348.208984
	Iteration 53Q: 3 clusters Score -816983.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -816984.375000 Penalty: 4348.208984
	Iteration 54Q: 3 clusters Score -816984.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -816986.187500 Penalty: 4348.208984
	Iteration 55Q: 3 clusters Score -816986.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -816985.500000 Penalty: 4348.208984
	Iteration 56Q: 3 clusters Score -816985.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -816985.500000 Penalty: 4348.208984
	Iteration 57F: 3 clusters Score -816985.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Entering Unmasked Estep 
Score: -2560682.000000 Penalty: 2452.995605
	Iteration 0F: 2 clusters Score -2560682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2546841.750000 Penalty: 4905.991211
	Iteration 0F: 3 clusters Score -2546842 nChanged 8575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2551525.000000 Penalty: 4905.991211
	Iteration 1F: 3 clusters Score -2551525 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -2551922.500000 Penalty: 4905.991211
	Iteration 2F: 3 clusters Score -2551922 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2552306.500000 Penalty: 4905.991211
	Iteration 3Q: 3 clusters Score -2552306 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2552760.000000 Penalty: 4905.991211
	Iteration 4Q: 3 clusters Score -2552760 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -2553313.250000 Penalty: 4905.991211
	Iteration 5F: 3 clusters Score -2553313 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -2554056.750000 Penalty: 4905.991211
	Iteration 6F: 3 clusters Score -2554057 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -2555015.500000 Penalty: 4905.991211
	Iteration 7F: 3 clusters Score -2555016 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2556035.000000 Penalty: 4905.991211
	Iteration 8F: 3 clusters Score -2556035 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2556983.250000 Penalty: 4905.991211
	Iteration 9F: 3 clusters Score -2556983 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2557676.250000 Penalty: 4905.991211
	Iteration 10Q: 3 clusters Score -2557676 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2558056.750000 Penalty: 4905.991211
	Iteration 11Q: 3 clusters Score -2558057 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2558275.250000 Penalty: 4905.991211
	Iteration 12Q: 3 clusters Score -2558275 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2558381.500000 Penalty: 4905.991211
	Iteration 13Q: 3 clusters Score -2558382 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2558455.250000 Penalty: 4905.991211
	Iteration 14Q: 3 clusters Score -2558455 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2558501.250000 Penalty: 4905.991211
	Iteration 15Q: 3 clusters Score -2558501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2558533.500000 Penalty: 4905.991211
	Iteration 16Q: 3 clusters Score -2558534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2558550.500000 Penalty: 4905.991211
	Iteration 17Q: 3 clusters Score -2558550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2558561.000000 Penalty: 4905.991211
	Iteration 18Q: 3 clusters Score -2558561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2558573.250000 Penalty: 4905.991211
	Iteration 19Q: 3 clusters Score -2558573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2558579.500000 Penalty: 4905.991211
	Iteration 20F: 3 clusters Score -2558580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2558589.000000 Penalty: 4905.991211
	Iteration 21Q: 3 clusters Score -2558589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2558587.750000 Penalty: 4905.991211
	Iteration 22Q: 3 clusters Score -2558588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2558587.750000 Penalty: 4905.991211
	Iteration 23F: 3 clusters Score -2558588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -28302.169922 Penalty: 1397.427734
	Iteration 0F: 2 clusters Score -28302.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27070.921875 Penalty: 2794.855469
	Iteration 0F: 3 clusters Score -27070.92 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27210.210938 Penalty: 2794.855469
	Iteration 1F: 3 clusters Score -27210.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -27274.462891 Penalty: 2794.855469
	Iteration 2F: 3 clusters Score -27274.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -27293.425781 Penalty: 2794.855469
	Iteration 3Q: 3 clusters Score -27293.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -27304.810547 Penalty: 2794.855469
	Iteration 4Q: 3 clusters Score -27304.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -27304.810547 Penalty: 2794.855469
	Iteration 5F: 3 clusters Score -27304.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (215652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215652 members 
Entering Unmasked Estep 
Score: -27229708.000000 Penalty: 3045.792480
	Iteration 0F: 2 clusters Score -2.722971e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107621 members 
Mstep: Class 2 contains 108031 members 
Entering Unmasked Estep 
Score: -27093978.000000 Penalty: 6091.584961
	Iteration 0F: 3 clusters Score -2.709398e+07 nChanged 103797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102862 members 
Mstep: Class 2 contains 112790 members 
Entering Unmasked Estep 
Score: -27154484.000000 Penalty: 6091.584961
	Iteration 1F: 3 clusters Score -2.715448e+07 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99880 members 
Mstep: Class 2 contains 115772 members 
Entering Unmasked Estep 
Score: -27156000.000000 Penalty: 6091.584961
	Iteration 2Q: 3 clusters Score -2.7156e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95336 members 
Mstep: Class 2 contains 120316 members 
Entering Unmasked Estep 
Score: -27158158.000000 Penalty: 6091.584961
	Iteration 3Q: 3 clusters Score -2.715816e+07 nChanged 8877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88639 members 
Mstep: Class 2 contains 127013 members 
Entering Unmasked Estep 
Score: -27161852.000000 Penalty: 6091.584961
	Iteration 4Q: 3 clusters Score -2.716185e+07 nChanged 11275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78926 members 
Mstep: Class 2 contains 136726 members 
Entering Unmasked Estep 
Score: -27167356.000000 Penalty: 6091.584961
	Iteration 5F: 3 clusters Score -2.716736e+07 nChanged 14603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65343 members 
Mstep: Class 2 contains 150309 members 
Entering Unmasked Estep 
Score: -27176558.000000 Penalty: 6091.584961
	Iteration 6F: 3 clusters Score -2.717656e+07 nChanged 17378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48367 members 
Mstep: Class 2 contains 167285 members 
Entering Unmasked Estep 
Score: -27190144.000000 Penalty: 6091.584961
	Iteration 7F: 3 clusters Score -2.719014e+07 nChanged 18333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 185506 members 
Entering Unmasked Estep 
Score: -27206042.000000 Penalty: 6091.584961
	Iteration 8F: 3 clusters Score -2.720604e+07 nChanged 14543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 200021 members 
Entering Unmasked Estep 
Score: -27218320.000000 Penalty: 6091.584961
	Iteration 9F: 3 clusters Score -2.721832e+07 nChanged 7945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 207960 members 
Entering Unmasked Estep 
Score: -27224414.000000 Penalty: 6091.584961
	Iteration 10Q: 3 clusters Score -2.722441e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 211113 members 
Entering Unmasked Estep 
Score: -27227310.000000 Penalty: 6091.584961
	Iteration 11Q: 3 clusters Score -2.722731e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 212029 members 
Entering Unmasked Estep 
Score: -27228850.000000 Penalty: 6091.584961
	Iteration 12Q: 3 clusters Score -2.722885e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 212229 members 
Entering Unmasked Estep 
Score: -27229772.000000 Penalty: 6091.584961
	Iteration 13Q: 3 clusters Score -2.722977e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 212274 members 
Entering Unmasked Estep 
Score: -27230172.000000 Penalty: 6091.584961
	Iteration 14Q: 3 clusters Score -2.723017e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 212256 members 
Entering Unmasked Estep 
Score: -27230442.000000 Penalty: 6091.584961
	Iteration 15Q: 3 clusters Score -2.723044e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 212252 members 
Entering Unmasked Estep 
Score: -27230540.000000 Penalty: 6091.584961
	Iteration 16Q: 3 clusters Score -2.723054e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 212250 members 
Entering Unmasked Estep 
Score: -27230568.000000 Penalty: 6091.584961
	Iteration 17Q: 3 clusters Score -2.723057e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 212243 members 
Entering Unmasked Estep 
Score: -27230606.000000 Penalty: 6091.584961
	Iteration 18Q: 3 clusters Score -2.723061e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 212237 members 
Entering Unmasked Estep 
Score: -27230648.000000 Penalty: 6091.584961
	Iteration 19Q: 3 clusters Score -2.723065e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 212251 members 
Entering Unmasked Estep 
Score: -27230626.000000 Penalty: 6091.584961
	Iteration 20F: 3 clusters Score -2.723063e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 212253 members 
Entering Unmasked Estep 
Score: -27230636.000000 Penalty: 6091.584961
	Iteration 21Q: 3 clusters Score -2.723064e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 212261 members 
Entering Unmasked Estep 
Score: -27230658.000000 Penalty: 6091.584961
	Iteration 22Q: 3 clusters Score -2.723066e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 212262 members 
Entering Unmasked Estep 
Score: -27230646.000000 Penalty: 6091.584961
	Iteration 23Q: 3 clusters Score -2.723065e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 212258 members 
Entering Unmasked Estep 
Score: -27230666.000000 Penalty: 6091.584961
	Iteration 24Q: 3 clusters Score -2.723067e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 212258 members 
Entering Unmasked Estep 
Score: -27230656.000000 Penalty: 6091.584961
	Iteration 25Q: 3 clusters Score -2.723066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 212257 members 
Entering Unmasked Estep 
Score: -27230658.000000 Penalty: 6091.584961
	Iteration 26Q: 3 clusters Score -2.723066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 212258 members 
Entering Unmasked Estep 
Score: -27230658.000000 Penalty: 6091.584961
	Iteration 27Q: 3 clusters Score -2.723066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 212258 members 
Entering Unmasked Estep 
Score: -27230668.000000 Penalty: 6091.584961
	Iteration 28Q: 3 clusters Score -2.723067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 212260 members 
Entering Unmasked Estep 
Score: -27230686.000000 Penalty: 6091.584961
	Iteration 29Q: 3 clusters Score -2.723069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 212260 members 
Entering Unmasked Estep 
Score: -27230684.000000 Penalty: 6091.584961
	Iteration 30Q: 3 clusters Score -2.723068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 212260 members 
Entering Unmasked Estep 
Score: -27230684.000000 Penalty: 6091.584961
	Iteration 31F: 3 clusters Score -2.723068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 629 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9382 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6416 members 
Mstep: Class 10 contains 19754 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 3392 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30727 members 
Mstep: Class 15 contains 94137 members 
Mstep: Class 16 contains 25570 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20694 members 
Mstep: Class 20 contains 212260 members 
Mstep: Class 21 contains 19564 members 
Mstep: Class 23 contains 10244 members 
Entering Unmasked Estep 
Score: -57717824.000000 Penalty: 71155.500000
Splitting cluster 12 changes total score from -57717196.000000 to -57717824.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 13 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -79269.164062 Penalty: 1631.654297
	Iteration 0F: 2 clusters Score -79269.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -77547.062500 Penalty: 3263.308594
	Iteration 0F: 3 clusters Score -77547.06 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -77803.257812 Penalty: 3263.308594
	Iteration 1F: 3 clusters Score -77803.26 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -77947.601562 Penalty: 3263.308594
	Iteration 2F: 3 clusters Score -77947.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -78237.195312 Penalty: 3263.308594
	Iteration 3Q: 3 clusters Score -78237.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -78502.476562 Penalty: 3263.308594
	Iteration 4Q: 3 clusters Score -78502.48 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -78614.601562 Penalty: 3263.308594
	Iteration 5F: 3 clusters Score -78614.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -78705.265625 Penalty: 3263.308594
	Iteration 6F: 3 clusters Score -78705.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -78752.570312 Penalty: 3263.308594
	Iteration 7Q: 3 clusters Score -78752.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -78801.054688 Penalty: 3263.308594
	Iteration 8Q: 3 clusters Score -78801.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -78831.523438 Penalty: 3263.308594
	Iteration 9Q: 3 clusters Score -78831.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -78839.281250 Penalty: 3263.308594
	Iteration 10Q: 3 clusters Score -78839.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -78845.421875 Penalty: 3263.308594
	Iteration 11Q: 3 clusters Score -78845.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -78847.085938 Penalty: 3263.308594
	Iteration 12Q: 3 clusters Score -78847.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -78858.484375 Penalty: 3263.308594
	Iteration 13Q: 3 clusters Score -78858.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -78868.039062 Penalty: 3263.308594
	Iteration 14Q: 3 clusters Score -78868.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -78873.679688 Penalty: 3263.308594
	Iteration 15Q: 3 clusters Score -78873.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -78880.960938 Penalty: 3263.308594
	Iteration 16Q: 3 clusters Score -78880.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -78883.859375 Penalty: 3263.308594
	Iteration 17Q: 3 clusters Score -78883.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -78883.859375 Penalty: 3263.308594
	Iteration 18F: 3 clusters Score -78883.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Entering Unmasked Estep 
Score: -3946163.000000 Penalty: 2562.558594
	Iteration 0F: 2 clusters Score -3946163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -3925191.750000 Penalty: 5125.117188
	Iteration 0F: 3 clusters Score -3925192 nChanged 13839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -3932647.500000 Penalty: 5125.117188
	Iteration 1F: 3 clusters Score -3932648 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -3933172.500000 Penalty: 5125.117188
	Iteration 2Q: 3 clusters Score -3933172 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -3933642.750000 Penalty: 5125.117188
	Iteration 3Q: 3 clusters Score -3933643 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -3934212.500000 Penalty: 5125.117188
	Iteration 4Q: 3 clusters Score -3934212 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -3934850.000000 Penalty: 5125.117188
	Iteration 5Q: 3 clusters Score -3934850 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -3935595.750000 Penalty: 5125.117188
	Iteration 6Q: 3 clusters Score -3935596 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -3936546.500000 Penalty: 5125.117188
	Iteration 7Q: 3 clusters Score -3936546 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -3937725.750000 Penalty: 5125.117188
	Iteration 8F: 3 clusters Score -3937726 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -3939049.750000 Penalty: 5125.117188
	Iteration 9F: 3 clusters Score -3939050 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -3940268.000000 Penalty: 5125.117188
	Iteration 10F: 3 clusters Score -3940268 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -3941105.250000 Penalty: 5125.117188
	Iteration 11Q: 3 clusters Score -3941105 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -3941513.750000 Penalty: 5125.117188
	Iteration 12Q: 3 clusters Score -3941514 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -3941741.000000 Penalty: 5125.117188
	Iteration 13Q: 3 clusters Score -3941741 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -3941864.000000 Penalty: 5125.117188
	Iteration 14Q: 3 clusters Score -3941864 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -3941938.750000 Penalty: 5125.117188
	Iteration 15Q: 3 clusters Score -3941939 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -3942015.000000 Penalty: 5125.117188
	Iteration 16Q: 3 clusters Score -3942015 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -3942073.500000 Penalty: 5125.117188
	Iteration 17Q: 3 clusters Score -3942074 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -3942116.250000 Penalty: 5125.117188
	Iteration 18Q: 3 clusters Score -3942116 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -3942153.250000 Penalty: 5125.117188
	Iteration 19Q: 3 clusters Score -3942153 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -3942223.000000 Penalty: 5125.117188
	Iteration 20F: 3 clusters Score -3942223 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -3942273.750000 Penalty: 5125.117188
	Iteration 21Q: 3 clusters Score -3942274 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -3942306.500000 Penalty: 5125.117188
	Iteration 22Q: 3 clusters Score -3942306 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -3942375.750000 Penalty: 5125.117188
	Iteration 23Q: 3 clusters Score -3942376 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -3942401.000000 Penalty: 5125.117188
	Iteration 24Q: 3 clusters Score -3942401 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -3942440.500000 Penalty: 5125.117188
	Iteration 25Q: 3 clusters Score -3942440 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -3942483.000000 Penalty: 5125.117188
	Iteration 26Q: 3 clusters Score -3942483 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -3942517.500000 Penalty: 5125.117188
	Iteration 27Q: 3 clusters Score -3942518 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -3942557.000000 Penalty: 5125.117188
	Iteration 28Q: 3 clusters Score -3942557 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -3942594.000000 Penalty: 5125.117188
	Iteration 29Q: 3 clusters Score -3942594 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -3942646.000000 Penalty: 5125.117188
	Iteration 30Q: 3 clusters Score -3942646 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -3942676.750000 Penalty: 5125.117188
	Iteration 31Q: 3 clusters Score -3942677 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -3942698.500000 Penalty: 5125.117188
	Iteration 32Q: 3 clusters Score -3942698 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -3942717.750000 Penalty: 5125.117188
	Iteration 33Q: 3 clusters Score -3942718 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -3942740.750000 Penalty: 5125.117188
	Iteration 34Q: 3 clusters Score -3942741 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -3942760.750000 Penalty: 5125.117188
	Iteration 35Q: 3 clusters Score -3942761 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -3942774.500000 Penalty: 5125.117188
	Iteration 36Q: 3 clusters Score -3942774 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -3942793.750000 Penalty: 5125.117188
	Iteration 37Q: 3 clusters Score -3942794 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -3942828.250000 Penalty: 5125.117188
	Iteration 38Q: 3 clusters Score -3942828 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -3942833.750000 Penalty: 5125.117188
	Iteration 39Q: 3 clusters Score -3942834 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -3942850.000000 Penalty: 5125.117188
	Iteration 40F: 3 clusters Score -3942850 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -3942870.250000 Penalty: 5125.117188
	Iteration 41Q: 3 clusters Score -3942870 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -3942884.000000 Penalty: 5125.117188
	Iteration 42Q: 3 clusters Score -3942884 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -3942908.750000 Penalty: 5125.117188
	Iteration 43Q: 3 clusters Score -3942909 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -3942938.750000 Penalty: 5125.117188
	Iteration 44Q: 3 clusters Score -3942939 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -3942943.750000 Penalty: 5125.117188
	Iteration 45Q: 3 clusters Score -3942944 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -3942959.000000 Penalty: 5125.117188
	Iteration 46Q: 3 clusters Score -3942959 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -3942981.750000 Penalty: 5125.117188
	Iteration 47Q: 3 clusters Score -3942982 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -3943006.250000 Penalty: 5125.117188
	Iteration 48Q: 3 clusters Score -3943006 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -3943015.500000 Penalty: 5125.117188
	Iteration 49Q: 3 clusters Score -3943016 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -3943025.750000 Penalty: 5125.117188
	Iteration 50Q: 3 clusters Score -3943026 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -3943036.750000 Penalty: 5125.117188
	Iteration 51Q: 3 clusters Score -3943037 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -3943056.000000 Penalty: 5125.117188
	Iteration 52Q: 3 clusters Score -3943056 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -3943074.750000 Penalty: 5125.117188
	Iteration 53Q: 3 clusters Score -3943075 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -3943088.000000 Penalty: 5125.117188
	Iteration 54Q: 3 clusters Score -3943088 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -3943089.500000 Penalty: 5125.117188
	Iteration 55Q: 3 clusters Score -3943090 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -3943095.750000 Penalty: 5125.117188
	Iteration 56Q: 3 clusters Score -3943096 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -3943102.000000 Penalty: 5125.117188
	Iteration 57Q: 3 clusters Score -3943102 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -3943120.750000 Penalty: 5125.117188
	Iteration 58Q: 3 clusters Score -3943121 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -3943133.750000 Penalty: 5125.117188
	Iteration 59Q: 3 clusters Score -3943134 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -3943139.500000 Penalty: 5125.117188
	Iteration 60F: 3 clusters Score -3943140 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -3943139.750000 Penalty: 5125.117188
	Iteration 61Q: 3 clusters Score -3943140 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -3943144.750000 Penalty: 5125.117188
	Iteration 62Q: 3 clusters Score -3943145 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -3943148.500000 Penalty: 5125.117188
	Iteration 63Q: 3 clusters Score -3943148 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -3943157.500000 Penalty: 5125.117188
	Iteration 64Q: 3 clusters Score -3943158 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -3943165.500000 Penalty: 5125.117188
	Iteration 65Q: 3 clusters Score -3943166 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -3943159.750000 Penalty: 5125.117188
	Iteration 66Q: 3 clusters Score -3943160 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -3943175.750000 Penalty: 5125.117188
	Iteration 67Q: 3 clusters Score -3943176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -3943179.250000 Penalty: 5125.117188
	Iteration 68Q: 3 clusters Score -3943179 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -3943172.250000 Penalty: 5125.117188
	Iteration 69Q: 3 clusters Score -3943172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -3943176.750000 Penalty: 5125.117188
	Iteration 70Q: 3 clusters Score -3943177 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -3943175.250000 Penalty: 5125.117188
	Iteration 71Q: 3 clusters Score -3943175 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -3943175.750000 Penalty: 5125.117188
	Iteration 72Q: 3 clusters Score -3943176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -3943189.500000 Penalty: 5125.117188
	Iteration 73Q: 3 clusters Score -3943190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -3943181.000000 Penalty: 5125.117188
	Iteration 74Q: 3 clusters Score -3943181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -3943180.750000 Penalty: 5125.117188
	Iteration 75Q: 3 clusters Score -3943181 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -3943174.250000 Penalty: 5125.117188
	Iteration 76Q: 3 clusters Score -3943174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -3943180.500000 Penalty: 5125.117188
	Iteration 77Q: 3 clusters Score -3943180 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -3943182.500000 Penalty: 5125.117188
	Iteration 78Q: 3 clusters Score -3943182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -3943172.250000 Penalty: 5125.117188
	Iteration 79Q: 3 clusters Score -3943172 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -3943175.000000 Penalty: 5125.117188
	Iteration 80F: 3 clusters Score -3943175 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -3943173.250000 Penalty: 5125.117188
	Iteration 81Q: 3 clusters Score -3943173 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -3943180.750000 Penalty: 5125.117188
	Iteration 82Q: 3 clusters Score -3943181 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -3943182.250000 Penalty: 5125.117188
	Iteration 83Q: 3 clusters Score -3943182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -3943185.000000 Penalty: 5125.117188
	Iteration 84Q: 3 clusters Score -3943185 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -3943179.750000 Penalty: 5125.117188
	Iteration 85Q: 3 clusters Score -3943180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -3943177.000000 Penalty: 5125.117188
	Iteration 86Q: 3 clusters Score -3943177 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -3943181.250000 Penalty: 5125.117188
	Iteration 87Q: 3 clusters Score -3943181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -3943176.000000 Penalty: 5125.117188
	Iteration 88Q: 3 clusters Score -3943176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -3943170.250000 Penalty: 5125.117188
	Iteration 89Q: 3 clusters Score -3943170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -3943179.250000 Penalty: 5125.117188
	Iteration 90Q: 3 clusters Score -3943179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -3943174.750000 Penalty: 5125.117188
	Iteration 91Q: 3 clusters Score -3943175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -3943182.750000 Penalty: 5125.117188
	Iteration 92Q: 3 clusters Score -3943183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -3943189.500000 Penalty: 5125.117188
	Iteration 93Q: 3 clusters Score -3943190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -3943184.250000 Penalty: 5125.117188
	Iteration 94Q: 3 clusters Score -3943184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -3943185.000000 Penalty: 5125.117188
	Iteration 95Q: 3 clusters Score -3943185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -3943193.500000 Penalty: 5125.117188
	Iteration 96Q: 3 clusters Score -3943194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -3943209.250000 Penalty: 5125.117188
	Iteration 97Q: 3 clusters Score -3943209 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -3943198.000000 Penalty: 5125.117188
	Iteration 98Q: 3 clusters Score -3943198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -3943193.000000 Penalty: 5125.117188
	Iteration 99Q: 3 clusters Score -3943193 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -3943196.250000 Penalty: 5125.117188
	Iteration 100F: 3 clusters Score -3943196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -3943196.250000 Penalty: 5125.117188
	Iteration 101Q: 3 clusters Score -3943196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -3943202.500000 Penalty: 5125.117188
	Iteration 102Q: 3 clusters Score -3943202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -3943203.000000 Penalty: 5125.117188
	Iteration 103Q: 3 clusters Score -3943203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -3943206.250000 Penalty: 5125.117188
	Iteration 104Q: 3 clusters Score -3943206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -3943215.000000 Penalty: 5125.117188
	Iteration 105Q: 3 clusters Score -3943215 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -3943208.000000 Penalty: 5125.117188
	Iteration 106Q: 3 clusters Score -3943208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -3943207.000000 Penalty: 5125.117188
	Iteration 107Q: 3 clusters Score -3943207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -3943208.500000 Penalty: 5125.117188
	Iteration 108Q: 3 clusters Score -3943208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -3943211.250000 Penalty: 5125.117188
	Iteration 109Q: 3 clusters Score -3943211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -3943211.000000 Penalty: 5125.117188
	Iteration 110Q: 3 clusters Score -3943211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -3943205.000000 Penalty: 5125.117188
	Iteration 111Q: 3 clusters Score -3943205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -3943217.750000 Penalty: 5125.117188
	Iteration 112Q: 3 clusters Score -3943218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -3943213.750000 Penalty: 5125.117188
	Iteration 113Q: 3 clusters Score -3943214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -3943207.750000 Penalty: 5125.117188
	Iteration 114Q: 3 clusters Score -3943208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -3943206.250000 Penalty: 5125.117188
	Iteration 115Q: 3 clusters Score -3943206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -3943209.750000 Penalty: 5125.117188
	Iteration 116Q: 3 clusters Score -3943210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -3943209.250000 Penalty: 5125.117188
	Iteration 117Q: 3 clusters Score -3943209 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -3943225.500000 Penalty: 5125.117188
	Iteration 118Q: 3 clusters Score -3943226 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -3943218.750000 Penalty: 5125.117188
	Iteration 119Q: 3 clusters Score -3943219 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -3943223.500000 Penalty: 5125.117188
	Iteration 120F: 3 clusters Score -3943224 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -3943221.500000 Penalty: 5125.117188
	Iteration 121Q: 3 clusters Score -3943222 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -3943226.500000 Penalty: 5125.117188
	Iteration 122Q: 3 clusters Score -3943226 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -3943229.250000 Penalty: 5125.117188
	Iteration 123Q: 3 clusters Score -3943229 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -3943227.750000 Penalty: 5125.117188
	Iteration 124Q: 3 clusters Score -3943228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -3943233.750000 Penalty: 5125.117188
	Iteration 125Q: 3 clusters Score -3943234 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -3943229.500000 Penalty: 5125.117188
	Iteration 126Q: 3 clusters Score -3943230 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -3943242.750000 Penalty: 5125.117188
	Iteration 127Q: 3 clusters Score -3943243 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -3943248.500000 Penalty: 5125.117188
	Iteration 128Q: 3 clusters Score -3943248 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -3943252.750000 Penalty: 5125.117188
	Iteration 129Q: 3 clusters Score -3943253 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -3943257.500000 Penalty: 5125.117188
	Iteration 130Q: 3 clusters Score -3943258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -3943263.500000 Penalty: 5125.117188
	Iteration 131Q: 3 clusters Score -3943264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -3943263.750000 Penalty: 5125.117188
	Iteration 132Q: 3 clusters Score -3943264 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -3943255.750000 Penalty: 5125.117188
	Iteration 133Q: 3 clusters Score -3943256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -3943258.500000 Penalty: 5125.117188
	Iteration 134Q: 3 clusters Score -3943258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -3943261.500000 Penalty: 5125.117188
	Iteration 135Q: 3 clusters Score -3943262 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -3943265.500000 Penalty: 5125.117188
	Iteration 136Q: 3 clusters Score -3943266 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -3943268.000000 Penalty: 5125.117188
	Iteration 137Q: 3 clusters Score -3943268 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -3943277.750000 Penalty: 5125.117188
	Iteration 138Q: 3 clusters Score -3943278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -3943279.000000 Penalty: 5125.117188
	Iteration 139Q: 3 clusters Score -3943279 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -3943280.000000 Penalty: 5125.117188
	Iteration 140F: 3 clusters Score -3943280 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -3943277.500000 Penalty: 5125.117188
	Iteration 141Q: 3 clusters Score -3943278 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -3943275.000000 Penalty: 5125.117188
	Iteration 142Q: 3 clusters Score -3943275 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -3943279.250000 Penalty: 5125.117188
	Iteration 143Q: 3 clusters Score -3943279 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -3943280.750000 Penalty: 5125.117188
	Iteration 144Q: 3 clusters Score -3943281 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -3943274.750000 Penalty: 5125.117188
	Iteration 145Q: 3 clusters Score -3943275 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -3943278.250000 Penalty: 5125.117188
	Iteration 146Q: 3 clusters Score -3943278 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -3943279.000000 Penalty: 5125.117188
	Iteration 147Q: 3 clusters Score -3943279 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -3943276.000000 Penalty: 5125.117188
	Iteration 148Q: 3 clusters Score -3943276 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -3943285.250000 Penalty: 5125.117188
	Iteration 149Q: 3 clusters Score -3943285 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -3943286.250000 Penalty: 5125.117188
	Iteration 150Q: 3 clusters Score -3943286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -3943281.500000 Penalty: 5125.117188
	Iteration 151Q: 3 clusters Score -3943282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -3943289.250000 Penalty: 5125.117188
	Iteration 152Q: 3 clusters Score -3943289 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -3943292.750000 Penalty: 5125.117188
	Iteration 153Q: 3 clusters Score -3943293 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -3943300.000000 Penalty: 5125.117188
	Iteration 154Q: 3 clusters Score -3943300 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -3943301.750000 Penalty: 5125.117188
	Iteration 155Q: 3 clusters Score -3943302 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -3943303.250000 Penalty: 5125.117188
	Iteration 156Q: 3 clusters Score -3943303 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -3943305.250000 Penalty: 5125.117188
	Iteration 157Q: 3 clusters Score -3943305 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -3943310.250000 Penalty: 5125.117188
	Iteration 158Q: 3 clusters Score -3943310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -3943309.500000 Penalty: 5125.117188
	Iteration 159Q: 3 clusters Score -3943310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -3943317.250000 Penalty: 5125.117188
	Iteration 160F: 3 clusters Score -3943317 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -3943312.750000 Penalty: 5125.117188
	Iteration 161Q: 3 clusters Score -3943313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -3943305.750000 Penalty: 5125.117188
	Iteration 162Q: 3 clusters Score -3943306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -3943310.000000 Penalty: 5125.117188
	Iteration 163Q: 3 clusters Score -3943310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -3943316.750000 Penalty: 5125.117188
	Iteration 164Q: 3 clusters Score -3943317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -3943318.000000 Penalty: 5125.117188
	Iteration 165Q: 3 clusters Score -3943318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -3943316.250000 Penalty: 5125.117188
	Iteration 166Q: 3 clusters Score -3943316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -3943319.750000 Penalty: 5125.117188
	Iteration 167Q: 3 clusters Score -3943320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -3943317.750000 Penalty: 5125.117188
	Iteration 168Q: 3 clusters Score -3943318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -3943323.750000 Penalty: 5125.117188
	Iteration 169Q: 3 clusters Score -3943324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -3943315.750000 Penalty: 5125.117188
	Iteration 170Q: 3 clusters Score -3943316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -3943321.500000 Penalty: 5125.117188
	Iteration 171Q: 3 clusters Score -3943322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -3943319.500000 Penalty: 5125.117188
	Iteration 172Q: 3 clusters Score -3943320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -3943330.500000 Penalty: 5125.117188
	Iteration 173Q: 3 clusters Score -3943330 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -3943326.500000 Penalty: 5125.117188
	Iteration 174Q: 3 clusters Score -3943326 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -3943322.750000 Penalty: 5125.117188
	Iteration 175Q: 3 clusters Score -3943323 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -3943333.750000 Penalty: 5125.117188
	Iteration 176Q: 3 clusters Score -3943334 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -3943338.250000 Penalty: 5125.117188
	Iteration 177Q: 3 clusters Score -3943338 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -3943343.750000 Penalty: 5125.117188
	Iteration 178Q: 3 clusters Score -3943344 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -3943344.250000 Penalty: 5125.117188
	Iteration 179Q: 3 clusters Score -3943344 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -3943342.250000 Penalty: 5125.117188
	Iteration 180F: 3 clusters Score -3943342 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -3943358.000000 Penalty: 5125.117188
	Iteration 181Q: 3 clusters Score -3943358 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -3943372.250000 Penalty: 5125.117188
	Iteration 182Q: 3 clusters Score -3943372 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -3943384.250000 Penalty: 5125.117188
	Iteration 183Q: 3 clusters Score -3943384 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -3943375.750000 Penalty: 5125.117188
	Iteration 184Q: 3 clusters Score -3943376 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -3943374.750000 Penalty: 5125.117188
	Iteration 185Q: 3 clusters Score -3943375 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -3943373.250000 Penalty: 5125.117188
	Iteration 186Q: 3 clusters Score -3943373 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -3943383.250000 Penalty: 5125.117188
	Iteration 187Q: 3 clusters Score -3943383 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -3943390.000000 Penalty: 5125.117188
	Iteration 188Q: 3 clusters Score -3943390 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -3943394.750000 Penalty: 5125.117188
	Iteration 189Q: 3 clusters Score -3943395 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -3943406.250000 Penalty: 5125.117188
	Iteration 190Q: 3 clusters Score -3943406 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -3943412.750000 Penalty: 5125.117188
	Iteration 191Q: 3 clusters Score -3943413 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -3943421.000000 Penalty: 5125.117188
	Iteration 192Q: 3 clusters Score -3943421 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -3943440.250000 Penalty: 5125.117188
	Iteration 193Q: 3 clusters Score -3943440 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -3943462.250000 Penalty: 5125.117188
	Iteration 194Q: 3 clusters Score -3943462 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -3943475.500000 Penalty: 5125.117188
	Iteration 195Q: 3 clusters Score -3943476 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -3943493.750000 Penalty: 5125.117188
	Iteration 196Q: 3 clusters Score -3943494 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -3943518.500000 Penalty: 5125.117188
	Iteration 197Q: 3 clusters Score -3943518 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -3943550.000000 Penalty: 5125.117188
	Iteration 198Q: 3 clusters Score -3943550 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -3943573.500000 Penalty: 5125.117188
	Iteration 199Q: 3 clusters Score -3943574 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -3943620.750000 Penalty: 5125.117188
	Iteration 200F: 3 clusters Score -3943621 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -3943652.500000 Penalty: 5125.117188
	Iteration 201Q: 3 clusters Score -3943652 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -3943706.000000 Penalty: 5125.117188
	Iteration 202Q: 3 clusters Score -3943706 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -3943750.750000 Penalty: 5125.117188
	Iteration 203Q: 3 clusters Score -3943751 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -3943799.000000 Penalty: 5125.117188
	Iteration 204Q: 3 clusters Score -3943799 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -3943888.250000 Penalty: 5125.117188
	Iteration 205Q: 3 clusters Score -3943888 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -3943939.250000 Penalty: 5125.117188
	Iteration 206Q: 3 clusters Score -3943939 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -3944023.000000 Penalty: 5125.117188
	Iteration 207Q: 3 clusters Score -3944023 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -3944148.750000 Penalty: 5125.117188
	Iteration 208Q: 3 clusters Score -3944149 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -3944257.750000 Penalty: 5125.117188
	Iteration 209Q: 3 clusters Score -3944258 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -3944358.000000 Penalty: 5125.117188
	Iteration 210Q: 3 clusters Score -3944358 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -3944473.500000 Penalty: 5125.117188
	Iteration 211Q: 3 clusters Score -3944474 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -3944589.750000 Penalty: 5125.117188
	Iteration 212Q: 3 clusters Score -3944590 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -3944687.250000 Penalty: 5125.117188
	Iteration 213Q: 3 clusters Score -3944687 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -3944740.250000 Penalty: 5125.117188
	Iteration 214Q: 3 clusters Score -3944740 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -3944780.250000 Penalty: 5125.117188
	Iteration 215Q: 3 clusters Score -3944780 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -3944821.250000 Penalty: 5125.117188
	Iteration 216Q: 3 clusters Score -3944821 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -3944840.250000 Penalty: 5125.117188
	Iteration 217Q: 3 clusters Score -3944840 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -3944857.750000 Penalty: 5125.117188
	Iteration 218Q: 3 clusters Score -3944858 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -3944876.250000 Penalty: 5125.117188
	Iteration 219Q: 3 clusters Score -3944876 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -3944887.250000 Penalty: 5125.117188
	Iteration 220F: 3 clusters Score -3944887 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -3944882.250000 Penalty: 5125.117188
	Iteration 221Q: 3 clusters Score -3944882 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -3944884.500000 Penalty: 5125.117188
	Iteration 222Q: 3 clusters Score -3944884 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -3944898.500000 Penalty: 5125.117188
	Iteration 223Q: 3 clusters Score -3944898 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -3944916.750000 Penalty: 5125.117188
	Iteration 224Q: 3 clusters Score -3944917 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -3944928.750000 Penalty: 5125.117188
	Iteration 225Q: 3 clusters Score -3944929 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -3944929.000000 Penalty: 5125.117188
	Iteration 226Q: 3 clusters Score -3944929 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -3944928.500000 Penalty: 5125.117188
	Iteration 227Q: 3 clusters Score -3944928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -3944934.250000 Penalty: 5125.117188
	Iteration 228Q: 3 clusters Score -3944934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -3944935.750000 Penalty: 5125.117188
	Iteration 229Q: 3 clusters Score -3944936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -3944935.750000 Penalty: 5125.117188
	Iteration 230Q: 3 clusters Score -3944936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -3944938.000000 Penalty: 5125.117188
	Iteration 231Q: 3 clusters Score -3944938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -3944939.000000 Penalty: 5125.117188
	Iteration 232Q: 3 clusters Score -3944939 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -3944942.500000 Penalty: 5125.117188
	Iteration 233Q: 3 clusters Score -3944942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -3944944.500000 Penalty: 5125.117188
	Iteration 234Q: 3 clusters Score -3944944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -3944942.250000 Penalty: 5125.117188
	Iteration 235Q: 3 clusters Score -3944942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -3944944.000000 Penalty: 5125.117188
	Iteration 236Q: 3 clusters Score -3944944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -3944945.250000 Penalty: 5125.117188
	Iteration 237Q: 3 clusters Score -3944945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -3944945.500000 Penalty: 5125.117188
	Iteration 238Q: 3 clusters Score -3944946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -3944936.750000 Penalty: 5125.117188
	Iteration 239Q: 3 clusters Score -3944937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -3944938.500000 Penalty: 5125.117188
	Iteration 240F: 3 clusters Score -3944938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -3944934.000000 Penalty: 5125.117188
	Iteration 241Q: 3 clusters Score -3944934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -3944939.250000 Penalty: 5125.117188
	Iteration 242Q: 3 clusters Score -3944939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -3944939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -3944939.250000 Penalty: 5125.117188
	Iteration 244F: 3 clusters Score -3944939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (94137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94137 members 
Entering Unmasked Estep 
Score: -12105868.000000 Penalty: 2840.221436
	Iteration 0F: 2 clusters Score -1.210587e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46998 members 
Mstep: Class 2 contains 47139 members 
Entering Unmasked Estep 
Score: -12042893.000000 Penalty: 5680.442871
	Iteration 0F: 3 clusters Score -1.204289e+07 nChanged 44462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46540 members 
Mstep: Class 2 contains 47597 members 
Entering Unmasked Estep 
Score: -12068200.000000 Penalty: 5680.442871
	Iteration 1F: 3 clusters Score -1.20682e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46002 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -12068885.000000 Penalty: 5680.442871
	Iteration 2Q: 3 clusters Score -1.206888e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 48923 members 
Entering Unmasked Estep 
Score: -12069469.000000 Penalty: 5680.442871
	Iteration 3Q: 3 clusters Score -1.206947e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 50153 members 
Entering Unmasked Estep 
Score: -12070014.000000 Penalty: 5680.442871
	Iteration 4Q: 3 clusters Score -1.207001e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 51855 members 
Entering Unmasked Estep 
Score: -12070923.000000 Penalty: 5680.442871
	Iteration 5Q: 3 clusters Score -1.207092e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39808 members 
Mstep: Class 2 contains 54329 members 
Entering Unmasked Estep 
Score: -12072060.000000 Penalty: 5680.442871
	Iteration 6Q: 3 clusters Score -1.207206e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 57760 members 
Entering Unmasked Estep 
Score: -12073741.000000 Penalty: 5680.442871
	Iteration 7Q: 3 clusters Score -1.207374e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 62449 members 
Entering Unmasked Estep 
Score: -12076375.000000 Penalty: 5680.442871
	Iteration 8F: 3 clusters Score -1.207638e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 68485 members 
Entering Unmasked Estep 
Score: -12080386.000000 Penalty: 5680.442871
	Iteration 9F: 3 clusters Score -1.208039e+07 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 75682 members 
Entering Unmasked Estep 
Score: -12086312.000000 Penalty: 5680.442871
	Iteration 10F: 3 clusters Score -1.208631e+07 nChanged 7301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 82967 members 
Entering Unmasked Estep 
Score: -12093016.000000 Penalty: 5680.442871
	Iteration 11F: 3 clusters Score -1.209302e+07 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 88716 members 
Entering Unmasked Estep 
Score: -12098703.000000 Penalty: 5680.442871
	Iteration 12F: 3 clusters Score -1.20987e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 91882 members 
Entering Unmasked Estep 
Score: -12101776.000000 Penalty: 5680.442871
	Iteration 13Q: 3 clusters Score -1.210178e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 93117 members 
Entering Unmasked Estep 
Score: -12102849.000000 Penalty: 5680.442871
	Iteration 14Q: 3 clusters Score -1.210285e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 93539 members 
Entering Unmasked Estep 
Score: -12103209.000000 Penalty: 5680.442871
	Iteration 15Q: 3 clusters Score -1.210321e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 93689 members 
Entering Unmasked Estep 
Score: -12103347.000000 Penalty: 5680.442871
	Iteration 16Q: 3 clusters Score -1.210335e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 93737 members 
Entering Unmasked Estep 
Score: -12103416.000000 Penalty: 5680.442871
	Iteration 17Q: 3 clusters Score -1.210342e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 93772 members 
Entering Unmasked Estep 
Score: -12103455.000000 Penalty: 5680.442871
	Iteration 18Q: 3 clusters Score -1.210346e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 93787 members 
Entering Unmasked Estep 
Score: -12103484.000000 Penalty: 5680.442871
	Iteration 19Q: 3 clusters Score -1.210348e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 93801 members 
Entering Unmasked Estep 
Score: -12103515.000000 Penalty: 5680.442871
	Iteration 20F: 3 clusters Score -1.210352e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 93804 members 
Entering Unmasked Estep 
Score: -12103516.000000 Penalty: 5680.442871
	Iteration 21Q: 3 clusters Score -1.210352e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 93805 members 
Entering Unmasked Estep 
Score: -12103510.000000 Penalty: 5680.442871
	Iteration 22Q: 3 clusters Score -1.210351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 93808 members 
Entering Unmasked Estep 
Score: -12103521.000000 Penalty: 5680.442871
	Iteration 23Q: 3 clusters Score -1.210352e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 93808 members 
Entering Unmasked Estep 
Score: -12103521.000000 Penalty: 5680.442871
	Iteration 24F: 3 clusters Score -1.210352e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Entering Unmasked Estep 
Score: -3298578.000000 Penalty: 2516.995361
	Iteration 0F: 2 clusters Score -3298578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -3280886.750000 Penalty: 5033.990723
	Iteration 0F: 3 clusters Score -3280887 nChanged 11461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -3287105.000000 Penalty: 5033.990723
	Iteration 1F: 3 clusters Score -3287105 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -3287553.750000 Penalty: 5033.990723
	Iteration 2F: 3 clusters Score -3287554 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -3287928.750000 Penalty: 5033.990723
	Iteration 3Q: 3 clusters Score -3287929 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -3288300.250000 Penalty: 5033.990723
	Iteration 4Q: 3 clusters Score -3288300 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -3288709.250000 Penalty: 5033.990723
	Iteration 5Q: 3 clusters Score -3288709 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -3289236.500000 Penalty: 5033.990723
	Iteration 6Q: 3 clusters Score -3289236 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -3289962.250000 Penalty: 5033.990723
	Iteration 7Q: 3 clusters Score -3289962 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -3290892.000000 Penalty: 5033.990723
	Iteration 8F: 3 clusters Score -3290892 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -3292047.000000 Penalty: 5033.990723
	Iteration 9F: 3 clusters Score -3292047 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -3293239.500000 Penalty: 5033.990723
	Iteration 10F: 3 clusters Score -3293240 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -3294198.000000 Penalty: 5033.990723
	Iteration 11Q: 3 clusters Score -3294198 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -3294821.000000 Penalty: 5033.990723
	Iteration 12Q: 3 clusters Score -3294821 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -3295255.000000 Penalty: 5033.990723
	Iteration 13Q: 3 clusters Score -3295255 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -3295537.000000 Penalty: 5033.990723
	Iteration 14Q: 3 clusters Score -3295537 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -3295749.500000 Penalty: 5033.990723
	Iteration 15Q: 3 clusters Score -3295750 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -3295895.500000 Penalty: 5033.990723
	Iteration 16Q: 3 clusters Score -3295896 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -3296033.750000 Penalty: 5033.990723
	Iteration 17Q: 3 clusters Score -3296034 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -3296129.000000 Penalty: 5033.990723
	Iteration 18Q: 3 clusters Score -3296129 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -3296225.750000 Penalty: 5033.990723
	Iteration 19Q: 3 clusters Score -3296226 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -3296305.500000 Penalty: 5033.990723
	Iteration 20F: 3 clusters Score -3296306 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -3296373.750000 Penalty: 5033.990723
	Iteration 21Q: 3 clusters Score -3296374 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -3296413.250000 Penalty: 5033.990723
	Iteration 22Q: 3 clusters Score -3296413 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -3296426.750000 Penalty: 5033.990723
	Iteration 23Q: 3 clusters Score -3296427 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -3296448.250000 Penalty: 5033.990723
	Iteration 24Q: 3 clusters Score -3296448 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -3296460.750000 Penalty: 5033.990723
	Iteration 25Q: 3 clusters Score -3296461 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -3296473.500000 Penalty: 5033.990723
	Iteration 26Q: 3 clusters Score -3296474 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -3296489.750000 Penalty: 5033.990723
	Iteration 27Q: 3 clusters Score -3296490 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -3296490.250000 Penalty: 5033.990723
	Iteration 28Q: 3 clusters Score -3296490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -3296498.250000 Penalty: 5033.990723
	Iteration 29Q: 3 clusters Score -3296498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -3296506.000000 Penalty: 5033.990723
	Iteration 30Q: 3 clusters Score -3296506 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -3296521.250000 Penalty: 5033.990723
	Iteration 31Q: 3 clusters Score -3296521 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -3296524.250000 Penalty: 5033.990723
	Iteration 32Q: 3 clusters Score -3296524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -3296534.250000 Penalty: 5033.990723
	Iteration 33Q: 3 clusters Score -3296534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -3296539.000000 Penalty: 5033.990723
	Iteration 34Q: 3 clusters Score -3296539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -3296547.500000 Penalty: 5033.990723
	Iteration 35Q: 3 clusters Score -3296548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -3296550.500000 Penalty: 5033.990723
	Iteration 36Q: 3 clusters Score -3296550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -3296552.250000 Penalty: 5033.990723
	Iteration 37Q: 3 clusters Score -3296552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -3296562.000000 Penalty: 5033.990723
	Iteration 38Q: 3 clusters Score -3296562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -3296566.250000 Penalty: 5033.990723
	Iteration 39Q: 3 clusters Score -3296566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -3296574.500000 Penalty: 5033.990723
	Iteration 40F: 3 clusters Score -3296574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -3296577.750000 Penalty: 5033.990723
	Iteration 41Q: 3 clusters Score -3296578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -3296577.250000 Penalty: 5033.990723
	Iteration 42Q: 3 clusters Score -3296577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -3296579.000000 Penalty: 5033.990723
	Iteration 43Q: 3 clusters Score -3296579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -3296580.750000 Penalty: 5033.990723
	Iteration 44Q: 3 clusters Score -3296581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -3296580.000000 Penalty: 5033.990723
	Iteration 45Q: 3 clusters Score -3296580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -3296584.750000 Penalty: 5033.990723
	Iteration 46Q: 3 clusters Score -3296585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -3296584.750000 Penalty: 5033.990723
	Iteration 47F: 3 clusters Score -3296585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -28459.183594 Penalty: 1377.133911
	Iteration 0F: 2 clusters Score -28459.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27215.580078 Penalty: 2754.267822
	Iteration 0F: 3 clusters Score -27215.58 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27306.859375 Penalty: 2754.267822
	Iteration 1F: 3 clusters Score -27306.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27371.373047 Penalty: 2754.267822
	Iteration 2Q: 3 clusters Score -27371.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27395.681641 Penalty: 2754.267822
	Iteration 3Q: 3 clusters Score -27395.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27406.220703 Penalty: 2754.267822
	Iteration 4Q: 3 clusters Score -27406.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27406.220703 Penalty: 2754.267822
	Iteration 5F: 3 clusters Score -27406.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Entering Unmasked Estep 
Score: -202975.515625 Penalty: 1840.006348
	Iteration 0F: 2 clusters Score -202975.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -200563.609375 Penalty: 3680.012695
	Iteration 0F: 3 clusters Score -200563.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -200937.265625 Penalty: 3680.012695
	Iteration 1F: 3 clusters Score -200937.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -201046.078125 Penalty: 3680.012695
	Iteration 2F: 3 clusters Score -201046.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -201124.906250 Penalty: 3680.012695
	Iteration 3Q: 3 clusters Score -201124.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -201187.703125 Penalty: 3680.012695
	Iteration 4Q: 3 clusters Score -201187.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -201235.671875 Penalty: 3680.012695
	Iteration 5Q: 3 clusters Score -201235.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -201275.000000 Penalty: 3680.012695
	Iteration 6Q: 3 clusters Score -201275 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -201303.406250 Penalty: 3680.012695
	Iteration 7Q: 3 clusters Score -201303.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -201322.453125 Penalty: 3680.012695
	Iteration 8Q: 3 clusters Score -201322.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -201342.500000 Penalty: 3680.012695
	Iteration 9Q: 3 clusters Score -201342.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -201363.750000 Penalty: 3680.012695
	Iteration 10Q: 3 clusters Score -201363.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -201395.609375 Penalty: 3680.012695
	Iteration 11Q: 3 clusters Score -201395.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -201420.203125 Penalty: 3680.012695
	Iteration 12Q: 3 clusters Score -201420.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -201440.109375 Penalty: 3680.012695
	Iteration 13Q: 3 clusters Score -201440.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -201459.734375 Penalty: 3680.012695
	Iteration 14Q: 3 clusters Score -201459.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -201475.875000 Penalty: 3680.012695
	Iteration 15Q: 3 clusters Score -201475.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -201489.156250 Penalty: 3680.012695
	Iteration 16Q: 3 clusters Score -201489.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -201502.390625 Penalty: 3680.012695
	Iteration 17Q: 3 clusters Score -201502.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -201510.390625 Penalty: 3680.012695
	Iteration 18Q: 3 clusters Score -201510.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -201515.468750 Penalty: 3680.012695
	Iteration 19Q: 3 clusters Score -201515.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -201519.625000 Penalty: 3680.012695
	Iteration 20F: 3 clusters Score -201519.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -201521.562500 Penalty: 3680.012695
	Iteration 21Q: 3 clusters Score -201521.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -201524.921875 Penalty: 3680.012695
	Iteration 22Q: 3 clusters Score -201524.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -201527.093750 Penalty: 3680.012695
	Iteration 23Q: 3 clusters Score -201527.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -201529.609375 Penalty: 3680.012695
	Iteration 24Q: 3 clusters Score -201529.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -201530.843750 Penalty: 3680.012695
	Iteration 25Q: 3 clusters Score -201530.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -201531.109375 Penalty: 3680.012695
	Iteration 26Q: 3 clusters Score -201531.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -201531.968750 Penalty: 3680.012695
	Iteration 27Q: 3 clusters Score -201532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -201532.218750 Penalty: 3680.012695
	Iteration 28Q: 3 clusters Score -201532.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -201532.218750 Penalty: 3680.012695
	Iteration 29F: 3 clusters Score -201532.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Entering Unmasked Estep 
Score: -2580153.000000 Penalty: 2464.524658
	Iteration 0F: 2 clusters Score -2580153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -2565588.000000 Penalty: 4929.049316
	Iteration 0F: 3 clusters Score -2565588 nChanged 9092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -2570388.000000 Penalty: 4929.049316
	Iteration 1F: 3 clusters Score -2570388 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2570835.750000 Penalty: 4929.049316
	Iteration 2F: 3 clusters Score -2570836 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -2571223.250000 Penalty: 4929.049316
	Iteration 3Q: 3 clusters Score -2571223 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2571613.250000 Penalty: 4929.049316
	Iteration 4Q: 3 clusters Score -2571613 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -2572001.500000 Penalty: 4929.049316
	Iteration 5Q: 3 clusters Score -2572002 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -2572448.000000 Penalty: 4929.049316
	Iteration 6Q: 3 clusters Score -2572448 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -2573009.750000 Penalty: 4929.049316
	Iteration 7Q: 3 clusters Score -2573010 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -2573672.500000 Penalty: 4929.049316
	Iteration 8F: 3 clusters Score -2573672 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -2574414.500000 Penalty: 4929.049316
	Iteration 9F: 3 clusters Score -2574414 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -2575158.000000 Penalty: 4929.049316
	Iteration 10F: 3 clusters Score -2575158 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2575900.500000 Penalty: 4929.049316
	Iteration 11Q: 3 clusters Score -2575900 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2576541.750000 Penalty: 4929.049316
	Iteration 12Q: 3 clusters Score -2576542 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2577058.750000 Penalty: 4929.049316
	Iteration 13Q: 3 clusters Score -2577059 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2577426.500000 Penalty: 4929.049316
	Iteration 14Q: 3 clusters Score -2577426 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2577664.500000 Penalty: 4929.049316
	Iteration 15Q: 3 clusters Score -2577664 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2577815.500000 Penalty: 4929.049316
	Iteration 16Q: 3 clusters Score -2577816 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2577900.250000 Penalty: 4929.049316
	Iteration 17Q: 3 clusters Score -2577900 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2577955.750000 Penalty: 4929.049316
	Iteration 18Q: 3 clusters Score -2577956 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2577975.500000 Penalty: 4929.049316
	Iteration 19Q: 3 clusters Score -2577976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2577990.000000 Penalty: 4929.049316
	Iteration 20F: 3 clusters Score -2577990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2578008.250000 Penalty: 4929.049316
	Iteration 21Q: 3 clusters Score -2578008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2578020.000000 Penalty: 4929.049316
	Iteration 22Q: 3 clusters Score -2578020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2578027.500000 Penalty: 4929.049316
	Iteration 23Q: 3 clusters Score -2578028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2578030.750000 Penalty: 4929.049316
	Iteration 24Q: 3 clusters Score -2578031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2578038.000000 Penalty: 4929.049316
	Iteration 25Q: 3 clusters Score -2578038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2578037.500000 Penalty: 4929.049316
	Iteration 26Q: 3 clusters Score -2578038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2578039.750000 Penalty: 4929.049316
	Iteration 27Q: 3 clusters Score -2578040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2578044.000000 Penalty: 4929.049316
	Iteration 28Q: 3 clusters Score -2578044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2578042.250000 Penalty: 4929.049316
	Iteration 29Q: 3 clusters Score -2578042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2578050.750000 Penalty: 4929.049316
	Iteration 30Q: 3 clusters Score -2578051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2578051.750000 Penalty: 4929.049316
	Iteration 31Q: 3 clusters Score -2578052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2578052.250000 Penalty: 4929.049316
	Iteration 32Q: 3 clusters Score -2578052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2578055.250000 Penalty: 4929.049316
	Iteration 33Q: 3 clusters Score -2578055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2578057.250000 Penalty: 4929.049316
	Iteration 34Q: 3 clusters Score -2578057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2578066.000000 Penalty: 4929.049316
	Iteration 35Q: 3 clusters Score -2578066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2578071.500000 Penalty: 4929.049316
	Iteration 36Q: 3 clusters Score -2578072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2578071.500000 Penalty: 4929.049316
	Iteration 37F: 3 clusters Score -2578072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Entering Unmasked Estep 
Score: -2516351.250000 Penalty: 2450.598877
	Iteration 0F: 2 clusters Score -2516351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2502496.500000 Penalty: 4901.197754
	Iteration 0F: 3 clusters Score -2502496 nChanged 8557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2506942.500000 Penalty: 4901.197754
	Iteration 1F: 3 clusters Score -2506942 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -2507397.250000 Penalty: 4901.197754
	Iteration 2F: 3 clusters Score -2507397 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -2507799.000000 Penalty: 4901.197754
	Iteration 3F: 3 clusters Score -2507799 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -2508183.750000 Penalty: 4901.197754
	Iteration 4Q: 3 clusters Score -2508184 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2508569.000000 Penalty: 4901.197754
	Iteration 5Q: 3 clusters Score -2508569 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2508980.000000 Penalty: 4901.197754
	Iteration 6Q: 3 clusters Score -2508980 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2509397.000000 Penalty: 4901.197754
	Iteration 7Q: 3 clusters Score -2509397 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -2509886.000000 Penalty: 4901.197754
	Iteration 8Q: 3 clusters Score -2509886 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2510418.000000 Penalty: 4901.197754
	Iteration 9Q: 3 clusters Score -2510418 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2511003.750000 Penalty: 4901.197754
	Iteration 10Q: 3 clusters Score -2511004 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -2511493.500000 Penalty: 4901.197754
	Iteration 11Q: 3 clusters Score -2511494 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -2511864.000000 Penalty: 4901.197754
	Iteration 12Q: 3 clusters Score -2511864 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2512125.500000 Penalty: 4901.197754
	Iteration 13Q: 3 clusters Score -2512126 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -2512290.000000 Penalty: 4901.197754
	Iteration 14Q: 3 clusters Score -2512290 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2512413.250000 Penalty: 4901.197754
	Iteration 15Q: 3 clusters Score -2512413 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -2512519.000000 Penalty: 4901.197754
	Iteration 16Q: 3 clusters Score -2512519 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2512607.750000 Penalty: 4901.197754
	Iteration 17Q: 3 clusters Score -2512608 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -2512706.500000 Penalty: 4901.197754
	Iteration 18Q: 3 clusters Score -2512706 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -2512779.500000 Penalty: 4901.197754
	Iteration 19Q: 3 clusters Score -2512780 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2512853.000000 Penalty: 4901.197754
	Iteration 20F: 3 clusters Score -2512853 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -2512929.750000 Penalty: 4901.197754
	Iteration 21Q: 3 clusters Score -2512930 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -2513014.000000 Penalty: 4901.197754
	Iteration 22Q: 3 clusters Score -2513014 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -2513089.250000 Penalty: 4901.197754
	Iteration 23Q: 3 clusters Score -2513089 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -2513166.000000 Penalty: 4901.197754
	Iteration 24Q: 3 clusters Score -2513166 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -2513227.500000 Penalty: 4901.197754
	Iteration 25Q: 3 clusters Score -2513228 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -2513297.250000 Penalty: 4901.197754
	Iteration 26Q: 3 clusters Score -2513297 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -2513355.750000 Penalty: 4901.197754
	Iteration 27Q: 3 clusters Score -2513356 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -2513432.000000 Penalty: 4901.197754
	Iteration 28Q: 3 clusters Score -2513432 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -2513522.750000 Penalty: 4901.197754
	Iteration 29Q: 3 clusters Score -2513523 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -2513607.750000 Penalty: 4901.197754
	Iteration 30Q: 3 clusters Score -2513608 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -2513683.750000 Penalty: 4901.197754
	Iteration 31Q: 3 clusters Score -2513684 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2513763.250000 Penalty: 4901.197754
	Iteration 32Q: 3 clusters Score -2513763 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2513841.250000 Penalty: 4901.197754
	Iteration 33Q: 3 clusters Score -2513841 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2513892.500000 Penalty: 4901.197754
	Iteration 34Q: 3 clusters Score -2513892 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -2513929.500000 Penalty: 4901.197754
	Iteration 35Q: 3 clusters Score -2513930 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -2513973.250000 Penalty: 4901.197754
	Iteration 36Q: 3 clusters Score -2513973 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -2513991.500000 Penalty: 4901.197754
	Iteration 37Q: 3 clusters Score -2513992 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -2514029.250000 Penalty: 4901.197754
	Iteration 38Q: 3 clusters Score -2514029 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -2514046.000000 Penalty: 4901.197754
	Iteration 39Q: 3 clusters Score -2514046 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -2514073.500000 Penalty: 4901.197754
	Iteration 40F: 3 clusters Score -2514074 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -2514088.000000 Penalty: 4901.197754
	Iteration 41Q: 3 clusters Score -2514088 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -2514109.250000 Penalty: 4901.197754
	Iteration 42Q: 3 clusters Score -2514109 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -2514125.500000 Penalty: 4901.197754
	Iteration 43Q: 3 clusters Score -2514126 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -2514136.500000 Penalty: 4901.197754
	Iteration 44Q: 3 clusters Score -2514136 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -2514144.250000 Penalty: 4901.197754
	Iteration 45Q: 3 clusters Score -2514144 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -2514161.000000 Penalty: 4901.197754
	Iteration 46Q: 3 clusters Score -2514161 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -2514174.000000 Penalty: 4901.197754
	Iteration 47Q: 3 clusters Score -2514174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -2514182.500000 Penalty: 4901.197754
	Iteration 48Q: 3 clusters Score -2514182 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -2514189.250000 Penalty: 4901.197754
	Iteration 49Q: 3 clusters Score -2514189 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -2514189.750000 Penalty: 4901.197754
	Iteration 50Q: 3 clusters Score -2514190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -2514197.000000 Penalty: 4901.197754
	Iteration 51Q: 3 clusters Score -2514197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -2514200.000000 Penalty: 4901.197754
	Iteration 52Q: 3 clusters Score -2514200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -2514208.000000 Penalty: 4901.197754
	Iteration 53Q: 3 clusters Score -2514208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -2514209.500000 Penalty: 4901.197754
	Iteration 54Q: 3 clusters Score -2514210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -2514209.750000 Penalty: 4901.197754
	Iteration 55Q: 3 clusters Score -2514210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -2514217.250000 Penalty: 4901.197754
	Iteration 56Q: 3 clusters Score -2514217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -2514216.250000 Penalty: 4901.197754
	Iteration 57Q: 3 clusters Score -2514216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -2514219.750000 Penalty: 4901.197754
	Iteration 58Q: 3 clusters Score -2514220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -2514223.750000 Penalty: 4901.197754
	Iteration 59Q: 3 clusters Score -2514224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -2514223.750000 Penalty: 4901.197754
	Iteration 60F: 3 clusters Score -2514224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Entering Unmasked Estep 
Score: -1313663.625000 Penalty: 2290.143066
	Iteration 0F: 2 clusters Score -1313664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1305793.375000 Penalty: 4580.286133
	Iteration 0F: 3 clusters Score -1305793 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1308211.125000 Penalty: 4580.286133
	Iteration 1F: 3 clusters Score -1308211 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1308660.875000 Penalty: 4580.286133
	Iteration 2F: 3 clusters Score -1308661 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1309095.375000 Penalty: 4580.286133
	Iteration 3F: 3 clusters Score -1309095 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1309609.250000 Penalty: 4580.286133
	Iteration 4F: 3 clusters Score -1309609 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1310143.875000 Penalty: 4580.286133
	Iteration 5F: 3 clusters Score -1310144 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1310649.625000 Penalty: 4580.286133
	Iteration 6F: 3 clusters Score -1310650 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1311010.750000 Penalty: 4580.286133
	Iteration 7F: 3 clusters Score -1311011 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1311312.125000 Penalty: 4580.286133
	Iteration 8Q: 3 clusters Score -1311312 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1311530.625000 Penalty: 4580.286133
	Iteration 9Q: 3 clusters Score -1311531 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1311704.875000 Penalty: 4580.286133
	Iteration 10Q: 3 clusters Score -1311705 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1311835.375000 Penalty: 4580.286133
	Iteration 11Q: 3 clusters Score -1311835 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1311919.875000 Penalty: 4580.286133
	Iteration 12Q: 3 clusters Score -1311920 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1311975.250000 Penalty: 4580.286133
	Iteration 13Q: 3 clusters Score -1311975 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1312015.375000 Penalty: 4580.286133
	Iteration 14Q: 3 clusters Score -1312015 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1312037.750000 Penalty: 4580.286133
	Iteration 15Q: 3 clusters Score -1312038 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1312052.250000 Penalty: 4580.286133
	Iteration 16Q: 3 clusters Score -1312052 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1312063.500000 Penalty: 4580.286133
	Iteration 17Q: 3 clusters Score -1312064 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1312078.125000 Penalty: 4580.286133
	Iteration 18Q: 3 clusters Score -1312078 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1312093.250000 Penalty: 4580.286133
	Iteration 19Q: 3 clusters Score -1312093 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1312108.125000 Penalty: 4580.286133
	Iteration 20F: 3 clusters Score -1312108 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1312118.125000 Penalty: 4580.286133
	Iteration 21Q: 3 clusters Score -1312118 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1312123.000000 Penalty: 4580.286133
	Iteration 22Q: 3 clusters Score -1312123 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1312130.875000 Penalty: 4580.286133
	Iteration 23Q: 3 clusters Score -1312131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1312131.000000 Penalty: 4580.286133
	Iteration 24Q: 3 clusters Score -1312131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1312131.375000 Penalty: 4580.286133
	Iteration 25Q: 3 clusters Score -1312131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1312135.250000 Penalty: 4580.286133
	Iteration 26Q: 3 clusters Score -1312135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1312138.875000 Penalty: 4580.286133
	Iteration 27Q: 3 clusters Score -1312139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1312139.125000 Penalty: 4580.286133
	Iteration 28Q: 3 clusters Score -1312139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1312140.875000 Penalty: 4580.286133
	Iteration 29Q: 3 clusters Score -1312141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1312143.750000 Penalty: 4580.286133
	Iteration 30Q: 3 clusters Score -1312144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1312142.500000 Penalty: 4580.286133
	Iteration 31Q: 3 clusters Score -1312142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1312145.000000 Penalty: 4580.286133
	Iteration 32Q: 3 clusters Score -1312145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1312145.250000 Penalty: 4580.286133
	Iteration 33Q: 3 clusters Score -1312145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1312145.375000 Penalty: 4580.286133
	Iteration 34Q: 3 clusters Score -1312145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1312146.500000 Penalty: 4580.286133
	Iteration 35Q: 3 clusters Score -1312146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1312147.375000 Penalty: 4580.286133
	Iteration 36Q: 3 clusters Score -1312147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1312148.125000 Penalty: 4580.286133
	Iteration 37Q: 3 clusters Score -1312148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1312148.125000 Penalty: 4580.286133
	Iteration 38F: 3 clusters Score -1312148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 629 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9382 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 6416 members 
Mstep: Class 10 contains 19754 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 3392 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30727 members 
Mstep: Class 15 contains 94137 members 
Mstep: Class 16 contains 25570 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20694 members 
Mstep: Class 21 contains 19564 members 
Mstep: Class 23 contains 10244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718176.000000 Penalty: 71155.500000
Iteration 399Q: 23 clusters Score -5.771818e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 629 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9392 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6435 members 
Mstep: Class 10 contains 19796 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 3609 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30823 members 
Mstep: Class 15 contains 94296 members 
Mstep: Class 16 contains 25624 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20701 members 
Mstep: Class 20 contains 211588 members 
Mstep: Class 21 contains 19632 members 
Mstep: Class 23 contains 10245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718636.000000 Penalty: 71155.500000
Iteration 400F: 23 clusters Score -5.771864e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 629 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9376 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6435 members 
Mstep: Class 10 contains 19762 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 3725 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30742 members 
Mstep: Class 15 contains 94192 members 
Mstep: Class 16 contains 25567 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20535 members 
Mstep: Class 20 contains 211954 members 
Mstep: Class 21 contains 19619 members 
Mstep: Class 23 contains 10234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718616.000000 Penalty: 71155.500000
Iteration 401Q: 23 clusters Score -5.771862e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 629 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6435 members 
Mstep: Class 10 contains 19749 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 3812 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30692 members 
Mstep: Class 15 contains 94128 members 
Mstep: Class 16 contains 25540 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20435 members 
Mstep: Class 20 contains 212150 members 
Mstep: Class 21 contains 19605 members 
Mstep: Class 23 contains 10225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718468.000000 Penalty: 71155.500000
Iteration 402Q: 23 clusters Score -5.771847e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 629 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9366 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6435 members 
Mstep: Class 10 contains 19744 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 3894 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30653 members 
Mstep: Class 15 contains 94078 members 
Mstep: Class 16 contains 25524 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20377 members 
Mstep: Class 20 contains 212251 members 
Mstep: Class 21 contains 19603 members 
Mstep: Class 23 contains 10216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718440.000000 Penalty: 71155.500000
Iteration 403Q: 23 clusters Score -5.771844e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 629 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9358 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6434 members 
Mstep: Class 10 contains 19733 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 3987 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30619 members 
Mstep: Class 15 contains 94051 members 
Mstep: Class 16 contains 25510 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20339 members 
Mstep: Class 20 contains 212297 members 
Mstep: Class 21 contains 19604 members 
Mstep: Class 23 contains 10209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718416.000000 Penalty: 71155.500000
Iteration 404Q: 23 clusters Score -5.771842e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 629 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9362 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6433 members 
Mstep: Class 10 contains 19723 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4073 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30587 members 
Mstep: Class 15 contains 94027 members 
Mstep: Class 16 contains 25492 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20310 members 
Mstep: Class 20 contains 212322 members 
Mstep: Class 21 contains 19605 members 
Mstep: Class 23 contains 10207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718544.000000 Penalty: 71155.500000
Iteration 405Q: 23 clusters Score -5.771854e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 629 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9361 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6434 members 
Mstep: Class 10 contains 19712 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4156 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30563 members 
Mstep: Class 15 contains 94007 members 
Mstep: Class 16 contains 25483 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20281 members 
Mstep: Class 20 contains 212327 members 
Mstep: Class 21 contains 19613 members 
Mstep: Class 23 contains 10204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718628.000000 Penalty: 71155.500000
Iteration 406Q: 23 clusters Score -5.771863e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 629 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9362 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6434 members 
Mstep: Class 10 contains 19699 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4235 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30547 members 
Mstep: Class 15 contains 94005 members 
Mstep: Class 16 contains 25474 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20263 members 
Mstep: Class 20 contains 212309 members 
Mstep: Class 21 contains 19611 members 
Mstep: Class 23 contains 10202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718648.000000 Penalty: 71155.500000
Iteration 407Q: 23 clusters Score -5.771865e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 629 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9360 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6433 members 
Mstep: Class 10 contains 19685 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4299 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30542 members 
Mstep: Class 15 contains 93995 members 
Mstep: Class 16 contains 25464 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20252 members 
Mstep: Class 20 contains 212306 members 
Mstep: Class 21 contains 19604 members 
Mstep: Class 23 contains 10201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718624.000000 Penalty: 71155.500000
Iteration 408Q: 23 clusters Score -5.771862e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 629 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9361 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6433 members 
Mstep: Class 10 contains 19681 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4352 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30537 members 
Mstep: Class 15 contains 93988 members 
Mstep: Class 16 contains 25456 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20242 members 
Mstep: Class 20 contains 212292 members 
Mstep: Class 21 contains 19599 members 
Mstep: Class 23 contains 10200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718584.000000 Penalty: 71155.500000
Iteration 409Q: 23 clusters Score -5.771858e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 629 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9361 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6434 members 
Mstep: Class 10 contains 19678 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4392 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30533 members 
Mstep: Class 15 contains 93990 members 
Mstep: Class 16 contains 25456 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20229 members 
Mstep: Class 20 contains 212275 members 
Mstep: Class 21 contains 19593 members 
Mstep: Class 23 contains 10200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718588.000000 Penalty: 71155.500000
Iteration 410Q: 23 clusters Score -5.771859e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 628 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9363 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6437 members 
Mstep: Class 10 contains 19678 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4418 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30530 members 
Mstep: Class 15 contains 93994 members 
Mstep: Class 16 contains 25450 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20219 members 
Mstep: Class 20 contains 212258 members 
Mstep: Class 21 contains 19596 members 
Mstep: Class 23 contains 10199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718648.000000 Penalty: 71155.500000
Iteration 411Q: 23 clusters Score -5.771865e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9363 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6438 members 
Mstep: Class 10 contains 19677 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4440 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30529 members 
Mstep: Class 15 contains 93991 members 
Mstep: Class 16 contains 25445 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20212 members 
Mstep: Class 20 contains 212248 members 
Mstep: Class 21 contains 19601 members 
Mstep: Class 23 contains 10199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718616.000000 Penalty: 71155.500000
Iteration 412Q: 23 clusters Score -5.771862e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 626 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9360 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6439 members 
Mstep: Class 10 contains 19679 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4455 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30529 members 
Mstep: Class 15 contains 93989 members 
Mstep: Class 16 contains 25451 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20206 members 
Mstep: Class 20 contains 212238 members 
Mstep: Class 21 contains 19600 members 
Mstep: Class 23 contains 10198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718604.000000 Penalty: 71155.500000
Iteration 413Q: 23 clusters Score -5.77186e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 626 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9362 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6442 members 
Mstep: Class 10 contains 19677 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4467 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30531 members 
Mstep: Class 15 contains 93986 members 
Mstep: Class 16 contains 25452 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20197 members 
Mstep: Class 20 contains 212238 members 
Mstep: Class 21 contains 19594 members 
Mstep: Class 23 contains 10198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718584.000000 Penalty: 71155.500000
Iteration 414Q: 23 clusters Score -5.771858e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 626 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9360 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6443 members 
Mstep: Class 10 contains 19675 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4480 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30533 members 
Mstep: Class 15 contains 93986 members 
Mstep: Class 16 contains 25452 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20192 members 
Mstep: Class 20 contains 212235 members 
Mstep: Class 21 contains 19592 members 
Mstep: Class 23 contains 10196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718616.000000 Penalty: 71155.500000
Iteration 415Q: 23 clusters Score -5.771862e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 626 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9359 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6444 members 
Mstep: Class 10 contains 19673 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4493 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30527 members 
Mstep: Class 15 contains 93987 members 
Mstep: Class 16 contains 25450 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20187 members 
Mstep: Class 20 contains 212240 members 
Mstep: Class 21 contains 19590 members 
Mstep: Class 23 contains 10194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718588.000000 Penalty: 71155.500000
Iteration 416Q: 23 clusters Score -5.771859e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 626 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9360 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6448 members 
Mstep: Class 10 contains 19673 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4520 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30528 members 
Mstep: Class 15 contains 93982 members 
Mstep: Class 16 contains 25449 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20184 members 
Mstep: Class 20 contains 212212 members 
Mstep: Class 21 contains 19592 members 
Mstep: Class 23 contains 10196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718660.000000 Penalty: 71155.500000
Iteration 417Q: 23 clusters Score -5.771866e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 626 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9361 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6449 members 
Mstep: Class 10 contains 19674 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4550 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30529 members 
Mstep: Class 15 contains 93982 members 
Mstep: Class 16 contains 25447 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20183 members 
Mstep: Class 20 contains 212177 members 
Mstep: Class 21 contains 19597 members 
Mstep: Class 23 contains 10195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718776.000000 Penalty: 71155.500000
Iteration 418Q: 23 clusters Score -5.771878e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9362 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6448 members 
Mstep: Class 10 contains 19677 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4579 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30520 members 
Mstep: Class 15 contains 93985 members 
Mstep: Class 16 contains 25444 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20181 members 
Mstep: Class 20 contains 212156 members 
Mstep: Class 21 contains 19598 members 
Mstep: Class 23 contains 10195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718744.000000 Penalty: 71155.500000
Iteration 419Q: 23 clusters Score -5.771874e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9363 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6448 members 
Mstep: Class 10 contains 19674 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4600 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30519 members 
Mstep: Class 15 contains 93988 members 
Mstep: Class 16 contains 25440 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20178 members 
Mstep: Class 20 contains 212135 members 
Mstep: Class 21 contains 19605 members 
Mstep: Class 23 contains 10195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718764.000000 Penalty: 71155.500000
Iteration 420F: 23 clusters Score -5.771876e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9362 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6446 members 
Mstep: Class 10 contains 19675 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4616 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30520 members 
Mstep: Class 15 contains 93985 members 
Mstep: Class 16 contains 25440 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20175 members 
Mstep: Class 20 contains 212120 members 
Mstep: Class 21 contains 19611 members 
Mstep: Class 23 contains 10195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718716.000000 Penalty: 71155.500000
Iteration 421Q: 23 clusters Score -5.771872e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9364 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6446 members 
Mstep: Class 10 contains 19673 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4629 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30524 members 
Mstep: Class 15 contains 93984 members 
Mstep: Class 16 contains 25438 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20175 members 
Mstep: Class 20 contains 212109 members 
Mstep: Class 21 contains 19608 members 
Mstep: Class 23 contains 10195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718688.000000 Penalty: 71155.500000
Iteration 422Q: 23 clusters Score -5.771869e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9365 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6446 members 
Mstep: Class 10 contains 19670 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4644 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30523 members 
Mstep: Class 15 contains 93980 members 
Mstep: Class 16 contains 25436 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20175 members 
Mstep: Class 20 contains 212099 members 
Mstep: Class 21 contains 19612 members 
Mstep: Class 23 contains 10195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718688.000000 Penalty: 71155.500000
Iteration 423Q: 23 clusters Score -5.771869e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9364 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6447 members 
Mstep: Class 10 contains 19670 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4660 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30521 members 
Mstep: Class 15 contains 93978 members 
Mstep: Class 16 contains 25439 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20174 members 
Mstep: Class 20 contains 212086 members 
Mstep: Class 21 contains 19611 members 
Mstep: Class 23 contains 10195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718676.000000 Penalty: 71155.500000
Iteration 424Q: 23 clusters Score -5.771868e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9363 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6448 members 
Mstep: Class 10 contains 19670 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4678 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30517 members 
Mstep: Class 15 contains 93974 members 
Mstep: Class 16 contains 25439 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20171 members 
Mstep: Class 20 contains 212075 members 
Mstep: Class 21 contains 19616 members 
Mstep: Class 23 contains 10194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718728.000000 Penalty: 71155.500000
Iteration 425Q: 23 clusters Score -5.771873e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9363 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6448 members 
Mstep: Class 10 contains 19670 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4695 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30515 members 
Mstep: Class 15 contains 93976 members 
Mstep: Class 16 contains 25437 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20168 members 
Mstep: Class 20 contains 212063 members 
Mstep: Class 21 contains 19616 members 
Mstep: Class 23 contains 10194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718764.000000 Penalty: 71155.500000
Iteration 426Q: 23 clusters Score -5.771876e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9362 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6448 members 
Mstep: Class 10 contains 19669 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4722 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30516 members 
Mstep: Class 15 contains 93977 members 
Mstep: Class 16 contains 25433 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20166 members 
Mstep: Class 20 contains 212043 members 
Mstep: Class 21 contains 19615 members 
Mstep: Class 23 contains 10194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718728.000000 Penalty: 71155.500000
Iteration 427Q: 23 clusters Score -5.771873e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9361 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6447 members 
Mstep: Class 10 contains 19669 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4740 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30515 members 
Mstep: Class 15 contains 93981 members 
Mstep: Class 16 contains 25427 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20165 members 
Mstep: Class 20 contains 212029 members 
Mstep: Class 21 contains 19617 members 
Mstep: Class 23 contains 10194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718756.000000 Penalty: 71155.500000
Iteration 428Q: 23 clusters Score -5.771876e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9362 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6447 members 
Mstep: Class 10 contains 19668 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4756 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30513 members 
Mstep: Class 15 contains 93983 members 
Mstep: Class 16 contains 25424 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20163 members 
Mstep: Class 20 contains 212012 members 
Mstep: Class 21 contains 19623 members 
Mstep: Class 23 contains 10194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718744.000000 Penalty: 71155.500000
Iteration 429Q: 23 clusters Score -5.771874e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9363 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 6447 members 
Mstep: Class 10 contains 19666 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4765 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30514 members 
Mstep: Class 15 contains 93986 members 
Mstep: Class 16 contains 25421 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20162 members 
Mstep: Class 20 contains 211999 members 
Mstep: Class 21 contains 19628 members 
Mstep: Class 23 contains 10194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718688.000000 Penalty: 71155.500000
Iteration 430Q: 23 clusters Score -5.771869e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9364 members 
Mstep: Class 8 contains 1423 members 
Mstep: Class 9 contains 6447 members 
Mstep: Class 10 contains 19664 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4774 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30513 members 
Mstep: Class 15 contains 93987 members 
Mstep: Class 16 contains 25419 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20161 members 
Mstep: Class 20 contains 211993 members 
Mstep: Class 21 contains 19630 members 
Mstep: Class 23 contains 10194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718716.000000 Penalty: 71155.500000
Iteration 431Q: 23 clusters Score -5.771872e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9366 members 
Mstep: Class 8 contains 1423 members 
Mstep: Class 9 contains 6448 members 
Mstep: Class 10 contains 19664 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4781 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30511 members 
Mstep: Class 15 contains 93986 members 
Mstep: Class 16 contains 25417 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20160 members 
Mstep: Class 20 contains 211988 members 
Mstep: Class 21 contains 19631 members 
Mstep: Class 23 contains 10194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718680.000000 Penalty: 71155.500000
Iteration 432Q: 23 clusters Score -5.771868e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9368 members 
Mstep: Class 8 contains 1423 members 
Mstep: Class 9 contains 6448 members 
Mstep: Class 10 contains 19664 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4788 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30511 members 
Mstep: Class 15 contains 93985 members 
Mstep: Class 16 contains 25416 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20159 members 
Mstep: Class 20 contains 211983 members 
Mstep: Class 21 contains 19630 members 
Mstep: Class 23 contains 10194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718672.000000 Penalty: 71155.500000
Iteration 433Q: 23 clusters Score -5.771867e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9367 members 
Mstep: Class 8 contains 1423 members 
Mstep: Class 9 contains 6448 members 
Mstep: Class 10 contains 19663 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4794 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30511 members 
Mstep: Class 15 contains 93979 members 
Mstep: Class 16 contains 25414 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20159 members 
Mstep: Class 20 contains 211985 members 
Mstep: Class 21 contains 19632 members 
Mstep: Class 23 contains 10194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718672.000000 Penalty: 71155.500000
Iteration 434Q: 23 clusters Score -5.771867e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9368 members 
Mstep: Class 8 contains 1423 members 
Mstep: Class 9 contains 6448 members 
Mstep: Class 10 contains 19662 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4799 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30509 members 
Mstep: Class 15 contains 93977 members 
Mstep: Class 16 contains 25413 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20159 members 
Mstep: Class 20 contains 211983 members 
Mstep: Class 21 contains 19634 members 
Mstep: Class 23 contains 10194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718688.000000 Penalty: 71155.500000
Iteration 435Q: 23 clusters Score -5.771869e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9368 members 
Mstep: Class 8 contains 1423 members 
Mstep: Class 9 contains 6448 members 
Mstep: Class 10 contains 19661 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4802 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30507 members 
Mstep: Class 15 contains 93973 members 
Mstep: Class 16 contains 25411 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20159 members 
Mstep: Class 20 contains 211991 members 
Mstep: Class 21 contains 19632 members 
Mstep: Class 23 contains 10194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718668.000000 Penalty: 71155.500000
Iteration 436Q: 23 clusters Score -5.771867e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9369 members 
Mstep: Class 8 contains 1423 members 
Mstep: Class 9 contains 6448 members 
Mstep: Class 10 contains 19660 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4803 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30505 members 
Mstep: Class 15 contains 93972 members 
Mstep: Class 16 contains 25409 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20159 members 
Mstep: Class 20 contains 211996 members 
Mstep: Class 21 contains 19631 members 
Mstep: Class 23 contains 10194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718676.000000 Penalty: 71155.500000
Iteration 437Q: 23 clusters Score -5.771868e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9369 members 
Mstep: Class 8 contains 1423 members 
Mstep: Class 9 contains 6448 members 
Mstep: Class 10 contains 19660 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4805 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30502 members 
Mstep: Class 15 contains 93972 members 
Mstep: Class 16 contains 25409 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20159 members 
Mstep: Class 20 contains 211997 members 
Mstep: Class 21 contains 19632 members 
Mstep: Class 23 contains 10193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57718672.000000 Penalty: 71155.500000
Iteration 438Q: 23 clusters Score -5.771867e+07 nChanged 11
Entering ConstructFrom: 
Score: -57718672.000000 Penalty: 71155.500000
Entering ConstructFrom: 
Trying to split cluster 1 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -47430.449219 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -47430.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -46041.250000 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -46041.25 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -46183.128906 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -46183.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -46219.921875 Penalty: 2982.802734
	Iteration 2Q: 3 clusters Score -46219.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46251.488281 Penalty: 2982.802734
	Iteration 3Q: 3 clusters Score -46251.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -46268.417969 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -46268.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -46278.175781 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -46278.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -46289.039062 Penalty: 2982.802734
	Iteration 6Q: 3 clusters Score -46289.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -46294.781250 Penalty: 2982.802734
	Iteration 7Q: 3 clusters Score -46294.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -46301.050781 Penalty: 2982.802734
	Iteration 8Q: 3 clusters Score -46301.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -46301.050781 Penalty: 2982.802734
	Iteration 9F: 3 clusters Score -46301.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -59214.046875 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -59214.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -57711.925781 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -57711.93 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -58026.089844 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -58026.09 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -58513.402344 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -58513.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -58851.933594 Penalty: 3115.076416
	Iteration 3F: 3 clusters Score -58851.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -59040.738281 Penalty: 3115.076416
	Iteration 4Q: 3 clusters Score -59040.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -59102.750000 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -59102.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -59167.636719 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -59167.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -59190.730469 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -59190.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -59192.582031 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -59192.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -59195.625000 Penalty: 3115.076416
	Iteration 9Q: 3 clusters Score -59195.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -59195.625000 Penalty: 3115.076416
	Iteration 10F: 3 clusters Score -59195.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Entering Unmasked Estep 
Score: -69079.179688 Penalty: 1611.200195
	Iteration 0F: 2 clusters Score -69079.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -67431.539062 Penalty: 3222.400391
	Iteration 0F: 3 clusters Score -67431.54 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -67750.992188 Penalty: 3222.400391
	Iteration 1F: 3 clusters Score -67750.99 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -67900.992188 Penalty: 3222.400391
	Iteration 2F: 3 clusters Score -67900.99 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -68198.476562 Penalty: 3222.400391
	Iteration 3F: 3 clusters Score -68198.48 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -68583.835938 Penalty: 3222.400391
	Iteration 4F: 3 clusters Score -68583.84 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -68726.703125 Penalty: 3222.400391
	Iteration 5F: 3 clusters Score -68726.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -68793.695312 Penalty: 3222.400391
	Iteration 6Q: 3 clusters Score -68793.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -68822.156250 Penalty: 3222.400391
	Iteration 7Q: 3 clusters Score -68822.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -68827.828125 Penalty: 3222.400391
	Iteration 8Q: 3 clusters Score -68827.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -68827.828125 Penalty: 3222.400391
	Iteration 9F: 3 clusters Score -68827.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Entering Unmasked Estep 
Score: -161381.859375 Penalty: 1775.697144
	Iteration 0F: 2 clusters Score -161381.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -159223.234375 Penalty: 3551.394287
	Iteration 0F: 3 clusters Score -159223.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -159554.953125 Penalty: 3551.394287
	Iteration 1F: 3 clusters Score -159555 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -159632.078125 Penalty: 3551.394287
	Iteration 2F: 3 clusters Score -159632.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -159672.828125 Penalty: 3551.394287
	Iteration 3Q: 3 clusters Score -159672.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -159691.906250 Penalty: 3551.394287
	Iteration 4Q: 3 clusters Score -159691.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -159711.625000 Penalty: 3551.394287
	Iteration 5Q: 3 clusters Score -159711.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -159719.000000 Penalty: 3551.394287
	Iteration 6Q: 3 clusters Score -159719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -159722.109375 Penalty: 3551.394287
	Iteration 7Q: 3 clusters Score -159722.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -159726.578125 Penalty: 3551.394287
	Iteration 8Q: 3 clusters Score -159726.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -159730.953125 Penalty: 3551.394287
	Iteration 9Q: 3 clusters Score -159731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -159735.640625 Penalty: 3551.394287
	Iteration 10Q: 3 clusters Score -159735.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -159739.109375 Penalty: 3551.394287
	Iteration 11Q: 3 clusters Score -159739.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -159739.750000 Penalty: 3551.394287
	Iteration 12Q: 3 clusters Score -159739.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -159740.109375 Penalty: 3551.394287
	Iteration 13Q: 3 clusters Score -159740.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -159740.406250 Penalty: 3551.394287
	Iteration 14Q: 3 clusters Score -159740.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -159740.984375 Penalty: 3551.394287
	Iteration 15Q: 3 clusters Score -159741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -159740.984375 Penalty: 3551.394287
	Iteration 16F: 3 clusters Score -159741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -77250.773438 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -77250.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -75603.710938 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -75603.71 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -75799.632812 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -75799.63 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -75876.335938 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -75876.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -75902.781250 Penalty: 3193.125000
	Iteration 3Q: 3 clusters Score -75902.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -75922.882812 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -75922.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -75927.132812 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -75927.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -75931.257812 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -75931.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -75934.101562 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -75934.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -75935.390625 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -75935.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -75938.750000 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -75938.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -75938.750000 Penalty: 3193.125000
	Iteration 10F: 3 clusters Score -75938.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -45316.953125 Penalty: 1497.391968
	Iteration 0F: 2 clusters Score -45316.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -43933.507812 Penalty: 2994.783936
	Iteration 0F: 3 clusters Score -43933.51 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -44183.738281 Penalty: 2994.783936
	Iteration 1F: 3 clusters Score -44183.74 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -44398.027344 Penalty: 2994.783936
	Iteration 2F: 3 clusters Score -44398.03 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -44808.238281 Penalty: 2994.783936
	Iteration 3F: 3 clusters Score -44808.24 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -45195.488281 Penalty: 2994.783936
	Iteration 4F: 3 clusters Score -45195.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -45405.585938 Penalty: 2994.783936
	Iteration 5Q: 3 clusters Score -45405.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -45463.515625 Penalty: 2994.783936
	Iteration 6Q: 3 clusters Score -45463.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -45469.628906 Penalty: 2994.783936
	Iteration 7Q: 3 clusters Score -45469.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -45475.402344 Penalty: 2994.783936
	Iteration 8Q: 3 clusters Score -45475.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -45475.402344 Penalty: 2994.783936
	Iteration 9F: 3 clusters Score -45475.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 94 members 
Mstep: Class 7 contains 9369 members 
Mstep: Class 8 contains 1423 members 
Mstep: Class 9 contains 6449 members 
Mstep: Class 10 contains 19660 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4806 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30500 members 
Mstep: Class 15 contains 93969 members 
Mstep: Class 16 contains 25411 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20159 members 
Mstep: Class 20 contains 211997 members 
Mstep: Class 21 contains 19633 members 
Mstep: Class 22 contains 325 members 
Mstep: Class 23 contains 10193 members 
Entering Unmasked Estep 
Score: -57717108.000000 Penalty: 74389.843750
Splitting cluster 6 changes total score from -57718672.000000 to -57717108.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (9369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Entering Unmasked Estep 
Score: -1211597.000000 Penalty: 2268.000000
	Iteration 0F: 2 clusters Score -1211597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1204323.125000 Penalty: 4536.000000
	Iteration 0F: 3 clusters Score -1204323 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1206410.500000 Penalty: 4536.000000
	Iteration 1F: 3 clusters Score -1206410 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1206653.625000 Penalty: 4536.000000
	Iteration 2F: 3 clusters Score -1206654 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1206816.125000 Penalty: 4536.000000
	Iteration 3Q: 3 clusters Score -1206816 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1206946.625000 Penalty: 4536.000000
	Iteration 4Q: 3 clusters Score -1206947 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1207061.875000 Penalty: 4536.000000
	Iteration 5Q: 3 clusters Score -1207062 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1207182.375000 Penalty: 4536.000000
	Iteration 6Q: 3 clusters Score -1207182 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1207287.125000 Penalty: 4536.000000
	Iteration 7Q: 3 clusters Score -1207287 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1207387.000000 Penalty: 4536.000000
	Iteration 8Q: 3 clusters Score -1207387 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1207487.750000 Penalty: 4536.000000
	Iteration 9Q: 3 clusters Score -1207488 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1207633.125000 Penalty: 4536.000000
	Iteration 10Q: 3 clusters Score -1207633 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1207781.000000 Penalty: 4536.000000
	Iteration 11Q: 3 clusters Score -1207781 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1207947.625000 Penalty: 4536.000000
	Iteration 12Q: 3 clusters Score -1207948 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1208129.250000 Penalty: 4536.000000
	Iteration 13Q: 3 clusters Score -1208129 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1208344.375000 Penalty: 4536.000000
	Iteration 14Q: 3 clusters Score -1208344 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1208583.125000 Penalty: 4536.000000
	Iteration 15Q: 3 clusters Score -1208583 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1208819.875000 Penalty: 4536.000000
	Iteration 16Q: 3 clusters Score -1208820 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1209042.250000 Penalty: 4536.000000
	Iteration 17Q: 3 clusters Score -1209042 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1209207.875000 Penalty: 4536.000000
	Iteration 18Q: 3 clusters Score -1209208 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1209330.375000 Penalty: 4536.000000
	Iteration 19Q: 3 clusters Score -1209330 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1209429.375000 Penalty: 4536.000000
	Iteration 20F: 3 clusters Score -1209429 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1209498.000000 Penalty: 4536.000000
	Iteration 21Q: 3 clusters Score -1209498 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1209536.250000 Penalty: 4536.000000
	Iteration 22Q: 3 clusters Score -1209536 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1209572.125000 Penalty: 4536.000000
	Iteration 23Q: 3 clusters Score -1209572 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1209596.750000 Penalty: 4536.000000
	Iteration 24Q: 3 clusters Score -1209597 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1209610.875000 Penalty: 4536.000000
	Iteration 25Q: 3 clusters Score -1209611 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1209625.375000 Penalty: 4536.000000
	Iteration 26Q: 3 clusters Score -1209625 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1209634.375000 Penalty: 4536.000000
	Iteration 27Q: 3 clusters Score -1209634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1209642.125000 Penalty: 4536.000000
	Iteration 28Q: 3 clusters Score -1209642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1209649.000000 Penalty: 4536.000000
	Iteration 29Q: 3 clusters Score -1209649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1209653.250000 Penalty: 4536.000000
	Iteration 30Q: 3 clusters Score -1209653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1209656.625000 Penalty: 4536.000000
	Iteration 31Q: 3 clusters Score -1209657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1209658.625000 Penalty: 4536.000000
	Iteration 32Q: 3 clusters Score -1209659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1209665.375000 Penalty: 4536.000000
	Iteration 33Q: 3 clusters Score -1209665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1209669.500000 Penalty: 4536.000000
	Iteration 34Q: 3 clusters Score -1209670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1209673.500000 Penalty: 4536.000000
	Iteration 35Q: 3 clusters Score -1209674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1209680.750000 Penalty: 4536.000000
	Iteration 36Q: 3 clusters Score -1209681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1209685.250000 Penalty: 4536.000000
	Iteration 37Q: 3 clusters Score -1209685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1209689.375000 Penalty: 4536.000000
	Iteration 38Q: 3 clusters Score -1209689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1209695.125000 Penalty: 4536.000000
	Iteration 39Q: 3 clusters Score -1209695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1209697.000000 Penalty: 4536.000000
	Iteration 40F: 3 clusters Score -1209697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1209699.750000 Penalty: 4536.000000
	Iteration 41Q: 3 clusters Score -1209700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1209704.375000 Penalty: 4536.000000
	Iteration 42Q: 3 clusters Score -1209704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1209708.000000 Penalty: 4536.000000
	Iteration 43Q: 3 clusters Score -1209708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1209708.125000 Penalty: 4536.000000
	Iteration 44Q: 3 clusters Score -1209708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1209710.000000 Penalty: 4536.000000
	Iteration 45Q: 3 clusters Score -1209710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1209710.500000 Penalty: 4536.000000
	Iteration 46Q: 3 clusters Score -1209710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1209711.125000 Penalty: 4536.000000
	Iteration 47Q: 3 clusters Score -1209711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1209713.625000 Penalty: 4536.000000
	Iteration 48Q: 3 clusters Score -1209714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1209714.125000 Penalty: 4536.000000
	Iteration 49Q: 3 clusters Score -1209714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1209714.125000 Penalty: 4536.000000
	Iteration 50F: 3 clusters Score -1209714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Entering Unmasked Estep 
Score: -178987.812500 Penalty: 1800.609619
	Iteration 0F: 2 clusters Score -178987.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -176738.062500 Penalty: 3601.219238
	Iteration 0F: 3 clusters Score -176738.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -177116.359375 Penalty: 3601.219238
	Iteration 1F: 3 clusters Score -177116.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -177213.593750 Penalty: 3601.219238
	Iteration 2F: 3 clusters Score -177213.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -177267.390625 Penalty: 3601.219238
	Iteration 3Q: 3 clusters Score -177267.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -177303.781250 Penalty: 3601.219238
	Iteration 4Q: 3 clusters Score -177303.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -177345.812500 Penalty: 3601.219238
	Iteration 5Q: 3 clusters Score -177345.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -177369.125000 Penalty: 3601.219238
	Iteration 6Q: 3 clusters Score -177369.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -177396.062500 Penalty: 3601.219238
	Iteration 7Q: 3 clusters Score -177396.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -177411.671875 Penalty: 3601.219238
	Iteration 8Q: 3 clusters Score -177411.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -177421.921875 Penalty: 3601.219238
	Iteration 9Q: 3 clusters Score -177421.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -177429.375000 Penalty: 3601.219238
	Iteration 10Q: 3 clusters Score -177429.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -177434.609375 Penalty: 3601.219238
	Iteration 11Q: 3 clusters Score -177434.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -177440.218750 Penalty: 3601.219238
	Iteration 12Q: 3 clusters Score -177440.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -177449.484375 Penalty: 3601.219238
	Iteration 13Q: 3 clusters Score -177449.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -177456.062500 Penalty: 3601.219238
	Iteration 14Q: 3 clusters Score -177456.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -177466.593750 Penalty: 3601.219238
	Iteration 15Q: 3 clusters Score -177466.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -177474.625000 Penalty: 3601.219238
	Iteration 16Q: 3 clusters Score -177474.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -177480.828125 Penalty: 3601.219238
	Iteration 17Q: 3 clusters Score -177480.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -177487.156250 Penalty: 3601.219238
	Iteration 18Q: 3 clusters Score -177487.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -177496.484375 Penalty: 3601.219238
	Iteration 19Q: 3 clusters Score -177496.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -177501.109375 Penalty: 3601.219238
	Iteration 20F: 3 clusters Score -177501.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -177504.343750 Penalty: 3601.219238
	Iteration 21Q: 3 clusters Score -177504.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -177515.171875 Penalty: 3601.219238
	Iteration 22Q: 3 clusters Score -177515.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -177524.671875 Penalty: 3601.219238
	Iteration 23Q: 3 clusters Score -177524.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -177547.250000 Penalty: 3601.219238
	Iteration 24Q: 3 clusters Score -177547.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -177569.281250 Penalty: 3601.219238
	Iteration 25Q: 3 clusters Score -177569.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -177588.687500 Penalty: 3601.219238
	Iteration 26Q: 3 clusters Score -177588.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -177617.796875 Penalty: 3601.219238
	Iteration 27Q: 3 clusters Score -177617.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -177653.750000 Penalty: 3601.219238
	Iteration 28Q: 3 clusters Score -177653.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -177682.968750 Penalty: 3601.219238
	Iteration 29Q: 3 clusters Score -177683 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -177705.796875 Penalty: 3601.219238
	Iteration 30Q: 3 clusters Score -177705.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -177716.078125 Penalty: 3601.219238
	Iteration 31Q: 3 clusters Score -177716.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -177723.187500 Penalty: 3601.219238
	Iteration 32Q: 3 clusters Score -177723.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -177727.984375 Penalty: 3601.219238
	Iteration 33Q: 3 clusters Score -177728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -177730.750000 Penalty: 3601.219238
	Iteration 34Q: 3 clusters Score -177730.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -177731.531250 Penalty: 3601.219238
	Iteration 35Q: 3 clusters Score -177731.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -177732.640625 Penalty: 3601.219238
	Iteration 36Q: 3 clusters Score -177732.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -177733.750000 Penalty: 3601.219238
	Iteration 37F: 3 clusters Score -177733.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -177736.187500 Penalty: 3601.219238
	Iteration 38Q: 3 clusters Score -177736.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -177736.187500 Penalty: 3601.219238
	Iteration 39F: 3 clusters Score -177736.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Entering Unmasked Estep 
Score: -823149.937500 Penalty: 2175.376953
	Iteration 0F: 2 clusters Score -823149.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -817659.875000 Penalty: 4350.753906
	Iteration 0F: 3 clusters Score -817659.9 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -819046.562500 Penalty: 4350.753906
	Iteration 1F: 3 clusters Score -819046.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -819284.312500 Penalty: 4350.753906
	Iteration 2F: 3 clusters Score -819284.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -819459.562500 Penalty: 4350.753906
	Iteration 3F: 3 clusters Score -819459.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -819623.500000 Penalty: 4350.753906
	Iteration 4Q: 3 clusters Score -819623.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -819771.437500 Penalty: 4350.753906
	Iteration 5Q: 3 clusters Score -819771.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -819904.125000 Penalty: 4350.753906
	Iteration 6Q: 3 clusters Score -819904.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -820035.625000 Penalty: 4350.753906
	Iteration 7Q: 3 clusters Score -820035.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -820170.625000 Penalty: 4350.753906
	Iteration 8Q: 3 clusters Score -820170.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -820314.375000 Penalty: 4350.753906
	Iteration 9Q: 3 clusters Score -820314.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -820459.562500 Penalty: 4350.753906
	Iteration 10Q: 3 clusters Score -820459.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -820615.437500 Penalty: 4350.753906
	Iteration 11Q: 3 clusters Score -820615.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -820763.937500 Penalty: 4350.753906
	Iteration 12Q: 3 clusters Score -820763.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -820893.250000 Penalty: 4350.753906
	Iteration 13Q: 3 clusters Score -820893.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -820993.562500 Penalty: 4350.753906
	Iteration 14Q: 3 clusters Score -820993.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -821072.625000 Penalty: 4350.753906
	Iteration 15Q: 3 clusters Score -821072.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -821123.875000 Penalty: 4350.753906
	Iteration 16Q: 3 clusters Score -821123.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -821159.125000 Penalty: 4350.753906
	Iteration 17Q: 3 clusters Score -821159.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -821179.125000 Penalty: 4350.753906
	Iteration 18Q: 3 clusters Score -821179.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -821197.000000 Penalty: 4350.753906
	Iteration 19Q: 3 clusters Score -821197 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -821210.500000 Penalty: 4350.753906
	Iteration 20F: 3 clusters Score -821210.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -821222.750000 Penalty: 4350.753906
	Iteration 21Q: 3 clusters Score -821222.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -821232.500000 Penalty: 4350.753906
	Iteration 22Q: 3 clusters Score -821232.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -821239.750000 Penalty: 4350.753906
	Iteration 23Q: 3 clusters Score -821239.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -821244.187500 Penalty: 4350.753906
	Iteration 24Q: 3 clusters Score -821244.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -821250.250000 Penalty: 4350.753906
	Iteration 25Q: 3 clusters Score -821250.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -821260.250000 Penalty: 4350.753906
	Iteration 26Q: 3 clusters Score -821260.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -821269.437500 Penalty: 4350.753906
	Iteration 27Q: 3 clusters Score -821269.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -821275.250000 Penalty: 4350.753906
	Iteration 28Q: 3 clusters Score -821275.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -821282.062500 Penalty: 4350.753906
	Iteration 29Q: 3 clusters Score -821282.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -821288.500000 Penalty: 4350.753906
	Iteration 30Q: 3 clusters Score -821288.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -821292.187500 Penalty: 4350.753906
	Iteration 31Q: 3 clusters Score -821292.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -821294.125000 Penalty: 4350.753906
	Iteration 32Q: 3 clusters Score -821294.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -821296.125000 Penalty: 4350.753906
	Iteration 33Q: 3 clusters Score -821296.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -821297.312500 Penalty: 4350.753906
	Iteration 34Q: 3 clusters Score -821297.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -821299.250000 Penalty: 4350.753906
	Iteration 35Q: 3 clusters Score -821299.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -821300.812500 Penalty: 4350.753906
	Iteration 36Q: 3 clusters Score -821300.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -821302.187500 Penalty: 4350.753906
	Iteration 37Q: 3 clusters Score -821302.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -821303.000000 Penalty: 4350.753906
	Iteration 38Q: 3 clusters Score -821303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -821303.000000 Penalty: 4350.753906
	Iteration 39Q: 3 clusters Score -821303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -821302.812500 Penalty: 4350.753906
	Iteration 40F: 3 clusters Score -821302.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -821306.000000 Penalty: 4350.753906
	Iteration 41Q: 3 clusters Score -821306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -821306.437500 Penalty: 4350.753906
	Iteration 42Q: 3 clusters Score -821306.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -821309.875000 Penalty: 4350.753906
	Iteration 43Q: 3 clusters Score -821309.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -821311.937500 Penalty: 4350.753906
	Iteration 44Q: 3 clusters Score -821311.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -821312.500000 Penalty: 4350.753906
	Iteration 45Q: 3 clusters Score -821312.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -821316.187500 Penalty: 4350.753906
	Iteration 46Q: 3 clusters Score -821316.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -821321.375000 Penalty: 4350.753906
	Iteration 47Q: 3 clusters Score -821321.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -821324.687500 Penalty: 4350.753906
	Iteration 48Q: 3 clusters Score -821324.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -821332.562500 Penalty: 4350.753906
	Iteration 49Q: 3 clusters Score -821332.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -821339.000000 Penalty: 4350.753906
	Iteration 50Q: 3 clusters Score -821339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -821342.187500 Penalty: 4350.753906
	Iteration 51Q: 3 clusters Score -821342.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -821349.000000 Penalty: 4350.753906
	Iteration 52Q: 3 clusters Score -821349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -821358.500000 Penalty: 4350.753906
	Iteration 53Q: 3 clusters Score -821358.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -821366.000000 Penalty: 4350.753906
	Iteration 54Q: 3 clusters Score -821366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -821370.375000 Penalty: 4350.753906
	Iteration 55Q: 3 clusters Score -821370.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -821373.937500 Penalty: 4350.753906
	Iteration 56Q: 3 clusters Score -821373.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -821377.375000 Penalty: 4350.753906
	Iteration 57Q: 3 clusters Score -821377.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -821378.312500 Penalty: 4350.753906
	Iteration 58Q: 3 clusters Score -821378.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -821379.625000 Penalty: 4350.753906
	Iteration 59Q: 3 clusters Score -821379.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -821379.625000 Penalty: 4350.753906
	Iteration 60F: 3 clusters Score -821379.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Entering Unmasked Estep 
Score: -2548660.500000 Penalty: 2451.812500
	Iteration 0F: 2 clusters Score -2548660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -2534796.500000 Penalty: 4903.625000
	Iteration 0F: 3 clusters Score -2534796 nChanged 8653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -2539371.500000 Penalty: 4903.625000
	Iteration 1F: 3 clusters Score -2539372 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2539725.250000 Penalty: 4903.625000
	Iteration 2Q: 3 clusters Score -2539725 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2540014.500000 Penalty: 4903.625000
	Iteration 3Q: 3 clusters Score -2540014 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -2540311.750000 Penalty: 4903.625000
	Iteration 4Q: 3 clusters Score -2540312 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -2540621.250000 Penalty: 4903.625000
	Iteration 5Q: 3 clusters Score -2540621 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -2540940.500000 Penalty: 4903.625000
	Iteration 6Q: 3 clusters Score -2540940 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -2541299.750000 Penalty: 4903.625000
	Iteration 7Q: 3 clusters Score -2541300 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -2541693.500000 Penalty: 4903.625000
	Iteration 8Q: 3 clusters Score -2541694 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2542149.250000 Penalty: 4903.625000
	Iteration 9Q: 3 clusters Score -2542149 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -2542669.750000 Penalty: 4903.625000
	Iteration 10Q: 3 clusters Score -2542670 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -2543223.750000 Penalty: 4903.625000
	Iteration 11Q: 3 clusters Score -2543224 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -2543740.500000 Penalty: 4903.625000
	Iteration 12Q: 3 clusters Score -2543740 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -2544209.500000 Penalty: 4903.625000
	Iteration 13Q: 3 clusters Score -2544210 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -2544613.250000 Penalty: 4903.625000
	Iteration 14Q: 3 clusters Score -2544613 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -2544970.750000 Penalty: 4903.625000
	Iteration 15Q: 3 clusters Score -2544971 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2545266.250000 Penalty: 4903.625000
	Iteration 16Q: 3 clusters Score -2545266 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2545538.750000 Penalty: 4903.625000
	Iteration 17Q: 3 clusters Score -2545539 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2545754.500000 Penalty: 4903.625000
	Iteration 18Q: 3 clusters Score -2545754 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2545922.750000 Penalty: 4903.625000
	Iteration 19Q: 3 clusters Score -2545923 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2546060.750000 Penalty: 4903.625000
	Iteration 20F: 3 clusters Score -2546061 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2546159.000000 Penalty: 4903.625000
	Iteration 21Q: 3 clusters Score -2546159 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2546228.500000 Penalty: 4903.625000
	Iteration 22Q: 3 clusters Score -2546228 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2546276.250000 Penalty: 4903.625000
	Iteration 23Q: 3 clusters Score -2546276 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2546316.500000 Penalty: 4903.625000
	Iteration 24Q: 3 clusters Score -2546316 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2546336.500000 Penalty: 4903.625000
	Iteration 25Q: 3 clusters Score -2546336 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2546352.000000 Penalty: 4903.625000
	Iteration 26Q: 3 clusters Score -2546352 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2546376.250000 Penalty: 4903.625000
	Iteration 27Q: 3 clusters Score -2546376 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2546396.000000 Penalty: 4903.625000
	Iteration 28Q: 3 clusters Score -2546396 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2546411.000000 Penalty: 4903.625000
	Iteration 29Q: 3 clusters Score -2546411 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2546420.000000 Penalty: 4903.625000
	Iteration 30Q: 3 clusters Score -2546420 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2546429.250000 Penalty: 4903.625000
	Iteration 31Q: 3 clusters Score -2546429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2546436.500000 Penalty: 4903.625000
	Iteration 32Q: 3 clusters Score -2546436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2546448.000000 Penalty: 4903.625000
	Iteration 33Q: 3 clusters Score -2546448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2546448.750000 Penalty: 4903.625000
	Iteration 34Q: 3 clusters Score -2546449 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2546453.250000 Penalty: 4903.625000
	Iteration 35Q: 3 clusters Score -2546453 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2546460.500000 Penalty: 4903.625000
	Iteration 36Q: 3 clusters Score -2546460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2546469.250000 Penalty: 4903.625000
	Iteration 37Q: 3 clusters Score -2546469 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2546472.500000 Penalty: 4903.625000
	Iteration 38Q: 3 clusters Score -2546472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2546483.500000 Penalty: 4903.625000
	Iteration 39Q: 3 clusters Score -2546484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2546485.500000 Penalty: 4903.625000
	Iteration 40F: 3 clusters Score -2546486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2546490.000000 Penalty: 4903.625000
	Iteration 41Q: 3 clusters Score -2546490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2546497.000000 Penalty: 4903.625000
	Iteration 42Q: 3 clusters Score -2546497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2546497.500000 Penalty: 4903.625000
	Iteration 43Q: 3 clusters Score -2546498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2546502.250000 Penalty: 4903.625000
	Iteration 44Q: 3 clusters Score -2546502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2546501.000000 Penalty: 4903.625000
	Iteration 45Q: 3 clusters Score -2546501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2546505.750000 Penalty: 4903.625000
	Iteration 46Q: 3 clusters Score -2546506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2546505.750000 Penalty: 4903.625000
	Iteration 47Q: 3 clusters Score -2546506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2546506.000000 Penalty: 4903.625000
	Iteration 48Q: 3 clusters Score -2546506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2546510.500000 Penalty: 4903.625000
	Iteration 49Q: 3 clusters Score -2546510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2546514.000000 Penalty: 4903.625000
	Iteration 50Q: 3 clusters Score -2546514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2546515.250000 Penalty: 4903.625000
	Iteration 51Q: 3 clusters Score -2546515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2546515.250000 Penalty: 4903.625000
	Iteration 52F: 3 clusters Score -2546515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -28302.169922 Penalty: 1397.427734
	Iteration 0F: 2 clusters Score -28302.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27095.898438 Penalty: 2794.855469
	Iteration 0F: 3 clusters Score -27095.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27227.492188 Penalty: 2794.855469
	Iteration 1F: 3 clusters Score -27227.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -27252.357422 Penalty: 2794.855469
	Iteration 2Q: 3 clusters Score -27252.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -27277.921875 Penalty: 2794.855469
	Iteration 3Q: 3 clusters Score -27277.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -27299.906250 Penalty: 2794.855469
	Iteration 4Q: 3 clusters Score -27299.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -27334.646484 Penalty: 2794.855469
	Iteration 5Q: 3 clusters Score -27334.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -27341.308594 Penalty: 2794.855469
	Iteration 6Q: 3 clusters Score -27341.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -27346.785156 Penalty: 2794.855469
	Iteration 7Q: 3 clusters Score -27346.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -27348.576172 Penalty: 2794.855469
	Iteration 8Q: 3 clusters Score -27348.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -27348.576172 Penalty: 2794.855469
	Iteration 9F: 3 clusters Score -27348.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Entering Unmasked Estep 
Score: -623029.812500 Penalty: 2102.449707
	Iteration 0F: 2 clusters Score -623029.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -618590.500000 Penalty: 4204.899414
	Iteration 0F: 3 clusters Score -618590.5 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -619561.875000 Penalty: 4204.899414
	Iteration 1F: 3 clusters Score -619561.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -619770.375000 Penalty: 4204.899414
	Iteration 2F: 3 clusters Score -619770.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -619898.000000 Penalty: 4204.899414
	Iteration 3Q: 3 clusters Score -619898 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -619988.375000 Penalty: 4204.899414
	Iteration 4Q: 3 clusters Score -619988.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -620047.000000 Penalty: 4204.899414
	Iteration 5Q: 3 clusters Score -620047 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -620093.625000 Penalty: 4204.899414
	Iteration 6Q: 3 clusters Score -620093.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -620133.500000 Penalty: 4204.899414
	Iteration 7Q: 3 clusters Score -620133.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -620159.687500 Penalty: 4204.899414
	Iteration 8Q: 3 clusters Score -620159.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -620178.000000 Penalty: 4204.899414
	Iteration 9Q: 3 clusters Score -620178 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -620195.187500 Penalty: 4204.899414
	Iteration 10Q: 3 clusters Score -620195.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -620208.187500 Penalty: 4204.899414
	Iteration 11Q: 3 clusters Score -620208.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -620216.062500 Penalty: 4204.899414
	Iteration 12Q: 3 clusters Score -620216.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -620224.375000 Penalty: 4204.899414
	Iteration 13Q: 3 clusters Score -620224.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -620230.125000 Penalty: 4204.899414
	Iteration 14Q: 3 clusters Score -620230.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -620232.250000 Penalty: 4204.899414
	Iteration 15Q: 3 clusters Score -620232.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -620231.750000 Penalty: 4204.899414
	Iteration 16Q: 3 clusters Score -620231.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -620234.812500 Penalty: 4204.899414
	Iteration 17Q: 3 clusters Score -620234.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -620234.062500 Penalty: 4204.899414
	Iteration 18Q: 3 clusters Score -620234.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -620235.125000 Penalty: 4204.899414
	Iteration 19Q: 3 clusters Score -620235.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -620236.062500 Penalty: 4204.899414
	Iteration 20F: 3 clusters Score -620236.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -620236.812500 Penalty: 4204.899414
	Iteration 21Q: 3 clusters Score -620236.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -620237.437500 Penalty: 4204.899414
	Iteration 22Q: 3 clusters Score -620237.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -620239.375000 Penalty: 4204.899414
	Iteration 23Q: 3 clusters Score -620239.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -620238.500000 Penalty: 4204.899414
	Iteration 24Q: 3 clusters Score -620238.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -620239.437500 Penalty: 4204.899414
	Iteration 25Q: 3 clusters Score -620239.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -620240.500000 Penalty: 4204.899414
	Iteration 26Q: 3 clusters Score -620240.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -620241.375000 Penalty: 4204.899414
	Iteration 27Q: 3 clusters Score -620241.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -620243.375000 Penalty: 4204.899414
	Iteration 28Q: 3 clusters Score -620243.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -620243.062500 Penalty: 4204.899414
	Iteration 29Q: 3 clusters Score -620243.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -620243.062500 Penalty: 4204.899414
	Iteration 30F: 3 clusters Score -620243.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -79269.164062 Penalty: 1631.654297
	Iteration 0F: 2 clusters Score -79269.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -77649.195312 Penalty: 3263.308594
	Iteration 0F: 3 clusters Score -77649.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -78387.648438 Penalty: 3263.308594
	Iteration 1F: 3 clusters Score -78387.65 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -78573.062500 Penalty: 3263.308594
	Iteration 2F: 3 clusters Score -78573.06 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -78696.601562 Penalty: 3263.308594
	Iteration 3F: 3 clusters Score -78696.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -78784.687500 Penalty: 3263.308594
	Iteration 4Q: 3 clusters Score -78784.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -78853.984375 Penalty: 3263.308594
	Iteration 5Q: 3 clusters Score -78853.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -78888.804688 Penalty: 3263.308594
	Iteration 6Q: 3 clusters Score -78888.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -78919.140625 Penalty: 3263.308594
	Iteration 7Q: 3 clusters Score -78919.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -78926.585938 Penalty: 3263.308594
	Iteration 8Q: 3 clusters Score -78926.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -78934.632812 Penalty: 3263.308594
	Iteration 9Q: 3 clusters Score -78934.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -78936.656250 Penalty: 3263.308594
	Iteration 10Q: 3 clusters Score -78936.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -78944.921875 Penalty: 3263.308594
	Iteration 11Q: 3 clusters Score -78944.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -78948.679688 Penalty: 3263.308594
	Iteration 12Q: 3 clusters Score -78948.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -78958.945312 Penalty: 3263.308594
	Iteration 13Q: 3 clusters Score -78958.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -78966.453125 Penalty: 3263.308594
	Iteration 14Q: 3 clusters Score -78966.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -78981.742188 Penalty: 3263.308594
	Iteration 15Q: 3 clusters Score -78981.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -78990.164062 Penalty: 3263.308594
	Iteration 16Q: 3 clusters Score -78990.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -79007.953125 Penalty: 3263.308594
	Iteration 17Q: 3 clusters Score -79007.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -79025.976562 Penalty: 3263.308594
	Iteration 18Q: 3 clusters Score -79025.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -79038.132812 Penalty: 3263.308594
	Iteration 19Q: 3 clusters Score -79038.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -79057.992188 Penalty: 3263.308594
	Iteration 20F: 3 clusters Score -79057.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -79061.507812 Penalty: 3263.308594
	Iteration 21Q: 3 clusters Score -79061.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -79061.507812 Penalty: 3263.308594
	Iteration 22F: 3 clusters Score -79061.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Entering Unmasked Estep 
Score: -3917435.750000 Penalty: 2560.719727
	Iteration 0F: 2 clusters Score -3917436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -3896602.500000 Penalty: 5121.439453
	Iteration 0F: 3 clusters Score -3896602 nChanged 13731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -3904124.000000 Penalty: 5121.439453
	Iteration 1F: 3 clusters Score -3904124 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -3904701.250000 Penalty: 5121.439453
	Iteration 2F: 3 clusters Score -3904701 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -3905221.000000 Penalty: 5121.439453
	Iteration 3Q: 3 clusters Score -3905221 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -3905720.000000 Penalty: 5121.439453
	Iteration 4Q: 3 clusters Score -3905720 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -3906328.750000 Penalty: 5121.439453
	Iteration 5Q: 3 clusters Score -3906329 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -3907098.500000 Penalty: 5121.439453
	Iteration 6Q: 3 clusters Score -3907098 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -3908169.500000 Penalty: 5121.439453
	Iteration 7F: 3 clusters Score -3908170 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -3909544.000000 Penalty: 5121.439453
	Iteration 8F: 3 clusters Score -3909544 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -3911210.750000 Penalty: 5121.439453
	Iteration 9F: 3 clusters Score -3911211 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -3912715.000000 Penalty: 5121.439453
	Iteration 10F: 3 clusters Score -3912715 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3913881.250000 Penalty: 5121.439453
	Iteration 11Q: 3 clusters Score -3913881 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3914532.000000 Penalty: 5121.439453
	Iteration 12Q: 3 clusters Score -3914532 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3914856.750000 Penalty: 5121.439453
	Iteration 13Q: 3 clusters Score -3914857 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3915037.000000 Penalty: 5121.439453
	Iteration 14Q: 3 clusters Score -3915037 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3915106.250000 Penalty: 5121.439453
	Iteration 15Q: 3 clusters Score -3915106 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3915154.750000 Penalty: 5121.439453
	Iteration 16Q: 3 clusters Score -3915155 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3915192.500000 Penalty: 5121.439453
	Iteration 17Q: 3 clusters Score -3915192 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3915211.750000 Penalty: 5121.439453
	Iteration 18Q: 3 clusters Score -3915212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3915226.500000 Penalty: 5121.439453
	Iteration 19Q: 3 clusters Score -3915226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3915232.500000 Penalty: 5121.439453
	Iteration 20F: 3 clusters Score -3915232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3915235.750000 Penalty: 5121.439453
	Iteration 21Q: 3 clusters Score -3915236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3915234.500000 Penalty: 5121.439453
	Iteration 22Q: 3 clusters Score -3915234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3915235.000000 Penalty: 5121.439453
	Iteration 23Q: 3 clusters Score -3915235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3915242.250000 Penalty: 5121.439453
	Iteration 24Q: 3 clusters Score -3915242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3915250.250000 Penalty: 5121.439453
	Iteration 25Q: 3 clusters Score -3915250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3915250.250000 Penalty: 5121.439453
	Iteration 26F: 3 clusters Score -3915250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (93969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93969 members 
Entering Unmasked Estep 
Score: -12084572.000000 Penalty: 2839.778564
	Iteration 0F: 2 clusters Score -1.208457e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47068 members 
Mstep: Class 2 contains 46901 members 
Entering Unmasked Estep 
Score: -12022012.000000 Penalty: 5679.557129
	Iteration 0F: 3 clusters Score -1.202201e+07 nChanged 44190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48496 members 
Mstep: Class 2 contains 45473 members 
Entering Unmasked Estep 
Score: -12046903.000000 Penalty: 5679.557129
	Iteration 1F: 3 clusters Score -1.20469e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49540 members 
Mstep: Class 2 contains 44429 members 
Entering Unmasked Estep 
Score: -12047586.000000 Penalty: 5679.557129
	Iteration 2Q: 3 clusters Score -1.204759e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51074 members 
Mstep: Class 2 contains 42895 members 
Entering Unmasked Estep 
Score: -12048252.000000 Penalty: 5679.557129
	Iteration 3Q: 3 clusters Score -1.204825e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53320 members 
Mstep: Class 2 contains 40649 members 
Entering Unmasked Estep 
Score: -12049374.000000 Penalty: 5679.557129
	Iteration 4Q: 3 clusters Score -1.204937e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56515 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -12050860.000000 Penalty: 5679.557129
	Iteration 5Q: 3 clusters Score -1.205086e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61032 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -12053433.000000 Penalty: 5679.557129
	Iteration 6F: 3 clusters Score -1.205343e+07 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66950 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -12057570.000000 Penalty: 5679.557129
	Iteration 7F: 3 clusters Score -1.205757e+07 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74176 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -12063367.000000 Penalty: 5679.557129
	Iteration 8F: 3 clusters Score -1.206337e+07 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81604 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -12070207.000000 Penalty: 5679.557129
	Iteration 9F: 3 clusters Score -1.207021e+07 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87763 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -12076282.000000 Penalty: 5679.557129
	Iteration 10F: 3 clusters Score -1.207628e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91463 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -12079974.000000 Penalty: 5679.557129
	Iteration 11Q: 3 clusters Score -1.207997e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92968 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -12081297.000000 Penalty: 5679.557129
	Iteration 12Q: 3 clusters Score -1.20813e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93450 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -12081717.000000 Penalty: 5679.557129
	Iteration 13Q: 3 clusters Score -1.208172e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93606 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -12081875.000000 Penalty: 5679.557129
	Iteration 14Q: 3 clusters Score -1.208188e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93665 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -12081974.000000 Penalty: 5679.557129
	Iteration 15Q: 3 clusters Score -1.208197e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93692 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -12082020.000000 Penalty: 5679.557129
	Iteration 16Q: 3 clusters Score -1.208202e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93707 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -12082062.000000 Penalty: 5679.557129
	Iteration 17Q: 3 clusters Score -1.208206e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93718 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -12082066.000000 Penalty: 5679.557129
	Iteration 18Q: 3 clusters Score -1.208207e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93723 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -12082068.000000 Penalty: 5679.557129
	Iteration 19Q: 3 clusters Score -1.208207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93727 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -12082098.000000 Penalty: 5679.557129
	Iteration 20F: 3 clusters Score -1.20821e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93730 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -12082097.000000 Penalty: 5679.557129
	Iteration 21Q: 3 clusters Score -1.20821e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93733 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -12082099.000000 Penalty: 5679.557129
	Iteration 22Q: 3 clusters Score -1.20821e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93736 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -12082110.000000 Penalty: 5679.557129
	Iteration 23Q: 3 clusters Score -1.208211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93740 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -12082111.000000 Penalty: 5679.557129
	Iteration 24Q: 3 clusters Score -1.208211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93738 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -12082109.000000 Penalty: 5679.557129
	Iteration 25Q: 3 clusters Score -1.208211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93737 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -12082105.000000 Penalty: 5679.557129
	Iteration 26Q: 3 clusters Score -1.20821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93738 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -12082108.000000 Penalty: 5679.557129
	Iteration 27Q: 3 clusters Score -1.208211e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93738 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -12082108.000000 Penalty: 5679.557129
	Iteration 28F: 3 clusters Score -1.208211e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Entering Unmasked Estep 
Score: -3278921.750000 Penalty: 2515.448486
	Iteration 0F: 2 clusters Score -3278922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -3261542.750000 Penalty: 5030.896973
	Iteration 0F: 3 clusters Score -3261543 nChanged 11210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -3267557.000000 Penalty: 5030.896973
	Iteration 1F: 3 clusters Score -3267557 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -3268065.000000 Penalty: 5030.896973
	Iteration 2F: 3 clusters Score -3268065 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -3268576.250000 Penalty: 5030.896973
	Iteration 3Q: 3 clusters Score -3268576 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -3269152.750000 Penalty: 5030.896973
	Iteration 4Q: 3 clusters Score -3269153 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -3269841.250000 Penalty: 5030.896973
	Iteration 5F: 3 clusters Score -3269841 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -3270588.250000 Penalty: 5030.896973
	Iteration 6F: 3 clusters Score -3270588 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -3271420.000000 Penalty: 5030.896973
	Iteration 7F: 3 clusters Score -3271420 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -3272433.750000 Penalty: 5030.896973
	Iteration 8F: 3 clusters Score -3272434 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -3273502.250000 Penalty: 5030.896973
	Iteration 9F: 3 clusters Score -3273502 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -3274396.000000 Penalty: 5030.896973
	Iteration 10Q: 3 clusters Score -3274396 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -3275012.000000 Penalty: 5030.896973
	Iteration 11Q: 3 clusters Score -3275012 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -3275428.000000 Penalty: 5030.896973
	Iteration 12Q: 3 clusters Score -3275428 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -3275688.750000 Penalty: 5030.896973
	Iteration 13Q: 3 clusters Score -3275689 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -3275923.750000 Penalty: 5030.896973
	Iteration 14Q: 3 clusters Score -3275924 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -3276108.750000 Penalty: 5030.896973
	Iteration 15Q: 3 clusters Score -3276109 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -3276241.250000 Penalty: 5030.896973
	Iteration 16Q: 3 clusters Score -3276241 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -3276349.250000 Penalty: 5030.896973
	Iteration 17Q: 3 clusters Score -3276349 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -3276447.500000 Penalty: 5030.896973
	Iteration 18Q: 3 clusters Score -3276448 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -3276503.750000 Penalty: 5030.896973
	Iteration 19Q: 3 clusters Score -3276504 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -3276545.750000 Penalty: 5030.896973
	Iteration 20F: 3 clusters Score -3276546 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -3276570.750000 Penalty: 5030.896973
	Iteration 21Q: 3 clusters Score -3276571 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -3276594.250000 Penalty: 5030.896973
	Iteration 22Q: 3 clusters Score -3276594 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -3276609.500000 Penalty: 5030.896973
	Iteration 23Q: 3 clusters Score -3276610 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -3276636.000000 Penalty: 5030.896973
	Iteration 24Q: 3 clusters Score -3276636 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -3276662.500000 Penalty: 5030.896973
	Iteration 25Q: 3 clusters Score -3276662 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -3276685.500000 Penalty: 5030.896973
	Iteration 26Q: 3 clusters Score -3276686 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -3276710.500000 Penalty: 5030.896973
	Iteration 27Q: 3 clusters Score -3276710 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -3276723.250000 Penalty: 5030.896973
	Iteration 28Q: 3 clusters Score -3276723 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -3276742.250000 Penalty: 5030.896973
	Iteration 29Q: 3 clusters Score -3276742 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -3276752.750000 Penalty: 5030.896973
	Iteration 30Q: 3 clusters Score -3276753 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -3276756.000000 Penalty: 5030.896973
	Iteration 31Q: 3 clusters Score -3276756 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -3276768.750000 Penalty: 5030.896973
	Iteration 32Q: 3 clusters Score -3276769 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -3276776.750000 Penalty: 5030.896973
	Iteration 33Q: 3 clusters Score -3276777 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -3276782.000000 Penalty: 5030.896973
	Iteration 34Q: 3 clusters Score -3276782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -3276783.250000 Penalty: 5030.896973
	Iteration 35Q: 3 clusters Score -3276783 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -3276798.000000 Penalty: 5030.896973
	Iteration 36Q: 3 clusters Score -3276798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -3276792.750000 Penalty: 5030.896973
	Iteration 37Q: 3 clusters Score -3276793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -3276791.500000 Penalty: 5030.896973
	Iteration 38Q: 3 clusters Score -3276792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -3276798.750000 Penalty: 5030.896973
	Iteration 39Q: 3 clusters Score -3276799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -3276790.750000 Penalty: 5030.896973
	Iteration 40F: 3 clusters Score -3276791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -3276788.750000 Penalty: 5030.896973
	Iteration 41Q: 3 clusters Score -3276789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -3276792.250000 Penalty: 5030.896973
	Iteration 42Q: 3 clusters Score -3276792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -3276795.500000 Penalty: 5030.896973
	Iteration 43Q: 3 clusters Score -3276796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -3276798.000000 Penalty: 5030.896973
	Iteration 44Q: 3 clusters Score -3276798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -3276796.500000 Penalty: 5030.896973
	Iteration 45Q: 3 clusters Score -3276796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -3276796.250000 Penalty: 5030.896973
	Iteration 46Q: 3 clusters Score -3276796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -3276800.250000 Penalty: 5030.896973
	Iteration 47Q: 3 clusters Score -3276800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -3276799.500000 Penalty: 5030.896973
	Iteration 48Q: 3 clusters Score -3276800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -3276802.000000 Penalty: 5030.896973
	Iteration 49Q: 3 clusters Score -3276802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -3276805.500000 Penalty: 5030.896973
	Iteration 50Q: 3 clusters Score -3276806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -3276807.250000 Penalty: 5030.896973
	Iteration 51Q: 3 clusters Score -3276807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -3276809.500000 Penalty: 5030.896973
	Iteration 52Q: 3 clusters Score -3276810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -3276812.500000 Penalty: 5030.896973
	Iteration 53Q: 3 clusters Score -3276812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -3276812.500000 Penalty: 5030.896973
	Iteration 54Q: 3 clusters Score -3276812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -3276814.000000 Penalty: 5030.896973
	Iteration 55Q: 3 clusters Score -3276814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -3276811.000000 Penalty: 5030.896973
	Iteration 56Q: 3 clusters Score -3276811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -3276816.000000 Penalty: 5030.896973
	Iteration 57Q: 3 clusters Score -3276816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -3276815.500000 Penalty: 5030.896973
	Iteration 58Q: 3 clusters Score -3276816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -3276816.500000 Penalty: 5030.896973
	Iteration 59Q: 3 clusters Score -3276816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -3276816.500000 Penalty: 5030.896973
	Iteration 60F: 3 clusters Score -3276816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -3276819.250000 Penalty: 5030.896973
	Iteration 61Q: 3 clusters Score -3276819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -3276822.500000 Penalty: 5030.896973
	Iteration 62Q: 3 clusters Score -3276822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -3276823.500000 Penalty: 5030.896973
	Iteration 63Q: 3 clusters Score -3276824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -3276824.000000 Penalty: 5030.896973
	Iteration 64Q: 3 clusters Score -3276824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -3276823.250000 Penalty: 5030.896973
	Iteration 65Q: 3 clusters Score -3276823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -3276820.000000 Penalty: 5030.896973
	Iteration 66Q: 3 clusters Score -3276820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -3276820.000000 Penalty: 5030.896973
	Iteration 67F: 3 clusters Score -3276820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -28459.183594 Penalty: 1377.133911
	Iteration 0F: 2 clusters Score -28459.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27220.414062 Penalty: 2754.267822
	Iteration 0F: 3 clusters Score -27220.41 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27320.058594 Penalty: 2754.267822
	Iteration 1F: 3 clusters Score -27320.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27359.876953 Penalty: 2754.267822
	Iteration 2Q: 3 clusters Score -27359.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27359.876953 Penalty: 2754.267822
	Iteration 3F: 3 clusters Score -27359.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Entering Unmasked Estep 
Score: -202975.515625 Penalty: 1840.006348
	Iteration 0F: 2 clusters Score -202975.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -200548.687500 Penalty: 3680.012695
	Iteration 0F: 3 clusters Score -200548.7 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -200935.531250 Penalty: 3680.012695
	Iteration 1F: 3 clusters Score -200935.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -201047.562500 Penalty: 3680.012695
	Iteration 2F: 3 clusters Score -201047.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -201104.328125 Penalty: 3680.012695
	Iteration 3Q: 3 clusters Score -201104.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -201141.296875 Penalty: 3680.012695
	Iteration 4Q: 3 clusters Score -201141.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -201161.046875 Penalty: 3680.012695
	Iteration 5Q: 3 clusters Score -201161 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -201174.187500 Penalty: 3680.012695
	Iteration 6Q: 3 clusters Score -201174.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -201178.203125 Penalty: 3680.012695
	Iteration 7Q: 3 clusters Score -201178.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -201183.109375 Penalty: 3680.012695
	Iteration 8Q: 3 clusters Score -201183.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -201187.765625 Penalty: 3680.012695
	Iteration 9Q: 3 clusters Score -201187.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -201190.484375 Penalty: 3680.012695
	Iteration 10Q: 3 clusters Score -201190.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -201194.406250 Penalty: 3680.012695
	Iteration 11Q: 3 clusters Score -201194.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -201198.531250 Penalty: 3680.012695
	Iteration 12Q: 3 clusters Score -201198.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -201202.562500 Penalty: 3680.012695
	Iteration 13Q: 3 clusters Score -201202.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -201205.640625 Penalty: 3680.012695
	Iteration 14Q: 3 clusters Score -201205.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -201211.390625 Penalty: 3680.012695
	Iteration 15Q: 3 clusters Score -201211.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -201213.843750 Penalty: 3680.012695
	Iteration 16Q: 3 clusters Score -201213.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -201216.656250 Penalty: 3680.012695
	Iteration 17Q: 3 clusters Score -201216.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -201217.406250 Penalty: 3680.012695
	Iteration 18Q: 3 clusters Score -201217.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -201217.406250 Penalty: 3680.012695
	Iteration 19F: 3 clusters Score -201217.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Entering Unmasked Estep 
Score: -2513088.500000 Penalty: 2458.028809
	Iteration 0F: 2 clusters Score -2513088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -2498840.000000 Penalty: 4916.057617
	Iteration 0F: 3 clusters Score -2498840 nChanged 8793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2503561.750000 Penalty: 4916.057617
	Iteration 1F: 3 clusters Score -2503562 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2503889.500000 Penalty: 4916.057617
	Iteration 2F: 3 clusters Score -2503890 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -2504151.000000 Penalty: 4916.057617
	Iteration 3Q: 3 clusters Score -2504151 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -2504389.250000 Penalty: 4916.057617
	Iteration 4Q: 3 clusters Score -2504389 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -2504624.500000 Penalty: 4916.057617
	Iteration 5Q: 3 clusters Score -2504624 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -2504865.500000 Penalty: 4916.057617
	Iteration 6Q: 3 clusters Score -2504866 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2505075.000000 Penalty: 4916.057617
	Iteration 7Q: 3 clusters Score -2505075 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2505306.500000 Penalty: 4916.057617
	Iteration 8Q: 3 clusters Score -2505306 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -2505579.750000 Penalty: 4916.057617
	Iteration 9Q: 3 clusters Score -2505580 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -2505919.500000 Penalty: 4916.057617
	Iteration 10Q: 3 clusters Score -2505920 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -2506376.250000 Penalty: 4916.057617
	Iteration 11Q: 3 clusters Score -2506376 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2506899.250000 Penalty: 4916.057617
	Iteration 12Q: 3 clusters Score -2506899 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -2507513.250000 Penalty: 4916.057617
	Iteration 13Q: 3 clusters Score -2507513 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -2508186.500000 Penalty: 4916.057617
	Iteration 14Q: 3 clusters Score -2508186 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2508863.500000 Penalty: 4916.057617
	Iteration 15Q: 3 clusters Score -2508864 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -2509444.000000 Penalty: 4916.057617
	Iteration 16Q: 3 clusters Score -2509444 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2509879.000000 Penalty: 4916.057617
	Iteration 17Q: 3 clusters Score -2509879 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2510190.000000 Penalty: 4916.057617
	Iteration 18Q: 3 clusters Score -2510190 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2510409.250000 Penalty: 4916.057617
	Iteration 19Q: 3 clusters Score -2510409 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2510555.750000 Penalty: 4916.057617
	Iteration 20F: 3 clusters Score -2510556 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2510679.000000 Penalty: 4916.057617
	Iteration 21Q: 3 clusters Score -2510679 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2510760.500000 Penalty: 4916.057617
	Iteration 22Q: 3 clusters Score -2510760 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2510813.000000 Penalty: 4916.057617
	Iteration 23Q: 3 clusters Score -2510813 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2510846.250000 Penalty: 4916.057617
	Iteration 24Q: 3 clusters Score -2510846 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2510891.250000 Penalty: 4916.057617
	Iteration 25Q: 3 clusters Score -2510891 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2510918.000000 Penalty: 4916.057617
	Iteration 26Q: 3 clusters Score -2510918 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2510928.500000 Penalty: 4916.057617
	Iteration 27Q: 3 clusters Score -2510928 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2510949.500000 Penalty: 4916.057617
	Iteration 28Q: 3 clusters Score -2510950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2510959.750000 Penalty: 4916.057617
	Iteration 29Q: 3 clusters Score -2510960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2510971.250000 Penalty: 4916.057617
	Iteration 30Q: 3 clusters Score -2510971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2510972.000000 Penalty: 4916.057617
	Iteration 31Q: 3 clusters Score -2510972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2510975.500000 Penalty: 4916.057617
	Iteration 32Q: 3 clusters Score -2510976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2510980.250000 Penalty: 4916.057617
	Iteration 33Q: 3 clusters Score -2510980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2510986.250000 Penalty: 4916.057617
	Iteration 34Q: 3 clusters Score -2510986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2510990.000000 Penalty: 4916.057617
	Iteration 35Q: 3 clusters Score -2510990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2510992.500000 Penalty: 4916.057617
	Iteration 36Q: 3 clusters Score -2510992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2510997.000000 Penalty: 4916.057617
	Iteration 37Q: 3 clusters Score -2510997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2511001.000000 Penalty: 4916.057617
	Iteration 38Q: 3 clusters Score -2511001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2510999.250000 Penalty: 4916.057617
	Iteration 39Q: 3 clusters Score -2510999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2511003.500000 Penalty: 4916.057617
	Iteration 40F: 3 clusters Score -2511004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2511001.750000 Penalty: 4916.057617
	Iteration 41Q: 3 clusters Score -2511002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2511014.500000 Penalty: 4916.057617
	Iteration 42Q: 3 clusters Score -2511014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2511016.250000 Penalty: 4916.057617
	Iteration 43Q: 3 clusters Score -2511016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2511020.750000 Penalty: 4916.057617
	Iteration 44Q: 3 clusters Score -2511021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2511031.750000 Penalty: 4916.057617
	Iteration 45Q: 3 clusters Score -2511032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2511036.000000 Penalty: 4916.057617
	Iteration 46Q: 3 clusters Score -2511036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2511041.000000 Penalty: 4916.057617
	Iteration 47Q: 3 clusters Score -2511041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2511044.250000 Penalty: 4916.057617
	Iteration 48Q: 3 clusters Score -2511044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2511050.000000 Penalty: 4916.057617
	Iteration 49Q: 3 clusters Score -2511050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2511048.750000 Penalty: 4916.057617
	Iteration 50Q: 3 clusters Score -2511049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2511053.500000 Penalty: 4916.057617
	Iteration 51Q: 3 clusters Score -2511054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2511056.500000 Penalty: 4916.057617
	Iteration 52Q: 3 clusters Score -2511056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2511056.250000 Penalty: 4916.057617
	Iteration 53Q: 3 clusters Score -2511056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2511055.250000 Penalty: 4916.057617
	Iteration 54Q: 3 clusters Score -2511055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2511055.500000 Penalty: 4916.057617
	Iteration 55Q: 3 clusters Score -2511056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2511054.500000 Penalty: 4916.057617
	Iteration 56Q: 3 clusters Score -2511054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2511054.500000 Penalty: 4916.057617
	Iteration 57F: 3 clusters Score -2511054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (211997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211997 members 
Entering Unmasked Estep 
Score: -26775076.000000 Penalty: 3041.553223
	Iteration 0F: 2 clusters Score -2.677508e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105732 members 
Mstep: Class 2 contains 106265 members 
Entering Unmasked Estep 
Score: -26639932.000000 Penalty: 6083.106445
	Iteration 0F: 3 clusters Score -2.663993e+07 nChanged 101821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102585 members 
Mstep: Class 2 contains 109412 members 
Entering Unmasked Estep 
Score: -26699756.000000 Penalty: 6083.106445
	Iteration 1F: 3 clusters Score -2.669976e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100316 members 
Mstep: Class 2 contains 111681 members 
Entering Unmasked Estep 
Score: -26701156.000000 Penalty: 6083.106445
	Iteration 2Q: 3 clusters Score -2.670116e+07 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96757 members 
Mstep: Class 2 contains 115240 members 
Entering Unmasked Estep 
Score: -26702738.000000 Penalty: 6083.106445
	Iteration 3Q: 3 clusters Score -2.670274e+07 nChanged 8060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91229 members 
Mstep: Class 2 contains 120768 members 
Entering Unmasked Estep 
Score: -26705562.000000 Penalty: 6083.106445
	Iteration 4Q: 3 clusters Score -2.670556e+07 nChanged 10044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83019 members 
Mstep: Class 2 contains 128978 members 
Entering Unmasked Estep 
Score: -26710058.000000 Penalty: 6083.106445
	Iteration 5Q: 3 clusters Score -2.671006e+07 nChanged 12867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71392 members 
Mstep: Class 2 contains 140605 members 
Entering Unmasked Estep 
Score: -26717518.000000 Penalty: 6083.106445
	Iteration 6F: 3 clusters Score -2.671752e+07 nChanged 15696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56248 members 
Mstep: Class 2 contains 155749 members 
Entering Unmasked Estep 
Score: -26729062.000000 Penalty: 6083.106445
	Iteration 7F: 3 clusters Score -2.672906e+07 nChanged 17045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 172566 members 
Entering Unmasked Estep 
Score: -26743498.000000 Penalty: 6083.106445
	Iteration 8F: 3 clusters Score -2.67435e+07 nChanged 14462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 186944 members 
Entering Unmasked Estep 
Score: -26756688.000000 Penalty: 6083.106445
	Iteration 9F: 3 clusters Score -2.675669e+07 nChanged 9584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 196448 members 
Entering Unmasked Estep 
Score: -26765152.000000 Penalty: 6083.106445
	Iteration 10Q: 3 clusters Score -2.676515e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 201532 members 
Entering Unmasked Estep 
Score: -26769666.000000 Penalty: 6083.106445
	Iteration 11Q: 3 clusters Score -2.676967e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 204174 members 
Entering Unmasked Estep 
Score: -26772424.000000 Penalty: 6083.106445
	Iteration 12Q: 3 clusters Score -2.677242e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 205598 members 
Entering Unmasked Estep 
Score: -26773858.000000 Penalty: 6083.106445
	Iteration 13Q: 3 clusters Score -2.677386e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 206430 members 
Entering Unmasked Estep 
Score: -26774598.000000 Penalty: 6083.106445
	Iteration 14Q: 3 clusters Score -2.67746e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 206919 members 
Entering Unmasked Estep 
Score: -26775054.000000 Penalty: 6083.106445
	Iteration 15Q: 3 clusters Score -2.677505e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 207264 members 
Entering Unmasked Estep 
Score: -26775214.000000 Penalty: 6083.106445
	Iteration 16Q: 3 clusters Score -2.677521e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 207509 members 
Entering Unmasked Estep 
Score: -26775336.000000 Penalty: 6083.106445
	Iteration 17Q: 3 clusters Score -2.677534e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 207703 members 
Entering Unmasked Estep 
Score: -26775374.000000 Penalty: 6083.106445
	Iteration 18Q: 3 clusters Score -2.677537e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 207835 members 
Entering Unmasked Estep 
Score: -26775344.000000 Penalty: 6083.106445
	Iteration 19Q: 3 clusters Score -2.677534e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 207929 members 
Entering Unmasked Estep 
Score: -26775336.000000 Penalty: 6083.106445
	Iteration 20F: 3 clusters Score -2.677534e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 208005 members 
Entering Unmasked Estep 
Score: -26775354.000000 Penalty: 6083.106445
	Iteration 21Q: 3 clusters Score -2.677535e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 208060 members 
Entering Unmasked Estep 
Score: -26775422.000000 Penalty: 6083.106445
	Iteration 22Q: 3 clusters Score -2.677542e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 208092 members 
Entering Unmasked Estep 
Score: -26775434.000000 Penalty: 6083.106445
	Iteration 23Q: 3 clusters Score -2.677543e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 208127 members 
Entering Unmasked Estep 
Score: -26775448.000000 Penalty: 6083.106445
	Iteration 24Q: 3 clusters Score -2.677545e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 208158 members 
Entering Unmasked Estep 
Score: -26775462.000000 Penalty: 6083.106445
	Iteration 25Q: 3 clusters Score -2.677546e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 208179 members 
Entering Unmasked Estep 
Score: -26775462.000000 Penalty: 6083.106445
	Iteration 26Q: 3 clusters Score -2.677546e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 208209 members 
Entering Unmasked Estep 
Score: -26775484.000000 Penalty: 6083.106445
	Iteration 27Q: 3 clusters Score -2.677548e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 208224 members 
Entering Unmasked Estep 
Score: -26775500.000000 Penalty: 6083.106445
	Iteration 28Q: 3 clusters Score -2.67755e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 208238 members 
Entering Unmasked Estep 
Score: -26775500.000000 Penalty: 6083.106445
	Iteration 29Q: 3 clusters Score -2.67755e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 208254 members 
Entering Unmasked Estep 
Score: -26775486.000000 Penalty: 6083.106445
	Iteration 30Q: 3 clusters Score -2.677549e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 208268 members 
Entering Unmasked Estep 
Score: -26775492.000000 Penalty: 6083.106445
	Iteration 31Q: 3 clusters Score -2.677549e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 208278 members 
Entering Unmasked Estep 
Score: -26775474.000000 Penalty: 6083.106445
	Iteration 32Q: 3 clusters Score -2.677547e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 208289 members 
Entering Unmasked Estep 
Score: -26775466.000000 Penalty: 6083.106445
	Iteration 33Q: 3 clusters Score -2.677547e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 208299 members 
Entering Unmasked Estep 
Score: -26775440.000000 Penalty: 6083.106445
	Iteration 34Q: 3 clusters Score -2.677544e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 208312 members 
Entering Unmasked Estep 
Score: -26775440.000000 Penalty: 6083.106445
	Iteration 35Q: 3 clusters Score -2.677544e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 208323 members 
Entering Unmasked Estep 
Score: -26775444.000000 Penalty: 6083.106445
	Iteration 36Q: 3 clusters Score -2.677544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 208330 members 
Entering Unmasked Estep 
Score: -26775456.000000 Penalty: 6083.106445
	Iteration 37Q: 3 clusters Score -2.677546e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 208341 members 
Entering Unmasked Estep 
Score: -26775436.000000 Penalty: 6083.106445
	Iteration 38Q: 3 clusters Score -2.677544e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 208350 members 
Entering Unmasked Estep 
Score: -26775448.000000 Penalty: 6083.106445
	Iteration 39Q: 3 clusters Score -2.677545e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 208367 members 
Entering Unmasked Estep 
Score: -26775456.000000 Penalty: 6083.106445
	Iteration 40F: 3 clusters Score -2.677546e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 208381 members 
Entering Unmasked Estep 
Score: -26775458.000000 Penalty: 6083.106445
	Iteration 41Q: 3 clusters Score -2.677546e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 208391 members 
Entering Unmasked Estep 
Score: -26775446.000000 Penalty: 6083.106445
	Iteration 42Q: 3 clusters Score -2.677545e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 208402 members 
Entering Unmasked Estep 
Score: -26775458.000000 Penalty: 6083.106445
	Iteration 43Q: 3 clusters Score -2.677546e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 208413 members 
Entering Unmasked Estep 
Score: -26775448.000000 Penalty: 6083.106445
	Iteration 44Q: 3 clusters Score -2.677545e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 208419 members 
Entering Unmasked Estep 
Score: -26775450.000000 Penalty: 6083.106445
	Iteration 45Q: 3 clusters Score -2.677545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 208423 members 
Entering Unmasked Estep 
Score: -26775452.000000 Penalty: 6083.106445
	Iteration 46Q: 3 clusters Score -2.677545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 208425 members 
Entering Unmasked Estep 
Score: -26775430.000000 Penalty: 6083.106445
	Iteration 47Q: 3 clusters Score -2.677543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 208430 members 
Entering Unmasked Estep 
Score: -26775442.000000 Penalty: 6083.106445
	Iteration 48Q: 3 clusters Score -2.677544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 208436 members 
Entering Unmasked Estep 
Score: -26775446.000000 Penalty: 6083.106445
	Iteration 49Q: 3 clusters Score -2.677545e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 208443 members 
Entering Unmasked Estep 
Score: -26775442.000000 Penalty: 6083.106445
	Iteration 50Q: 3 clusters Score -2.677544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 208447 members 
Entering Unmasked Estep 
Score: -26775430.000000 Penalty: 6083.106445
	Iteration 51Q: 3 clusters Score -2.677543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 208451 members 
Entering Unmasked Estep 
Score: -26775434.000000 Penalty: 6083.106445
	Iteration 52Q: 3 clusters Score -2.677543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 208455 members 
Entering Unmasked Estep 
Score: -26775430.000000 Penalty: 6083.106445
	Iteration 53Q: 3 clusters Score -2.677543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 208459 members 
Entering Unmasked Estep 
Score: -26775426.000000 Penalty: 6083.106445
	Iteration 54Q: 3 clusters Score -2.677543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 208463 members 
Entering Unmasked Estep 
Score: -26775410.000000 Penalty: 6083.106445
	Iteration 55Q: 3 clusters Score -2.677541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 208466 members 
Entering Unmasked Estep 
Score: -26775422.000000 Penalty: 6083.106445
	Iteration 56Q: 3 clusters Score -2.677542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 208468 members 
Entering Unmasked Estep 
Score: -26775416.000000 Penalty: 6083.106445
	Iteration 57Q: 3 clusters Score -2.677542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 208467 members 
Entering Unmasked Estep 
Score: -26775420.000000 Penalty: 6083.106445
	Iteration 58Q: 3 clusters Score -2.677542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 208469 members 
Entering Unmasked Estep 
Score: -26775414.000000 Penalty: 6083.106445
	Iteration 59Q: 3 clusters Score -2.677541e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 208469 members 
Entering Unmasked Estep 
Score: -26775414.000000 Penalty: 6083.106445
	Iteration 60F: 3 clusters Score -2.677541e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9369 members 
Mstep: Class 8 contains 1423 members 
Mstep: Class 9 contains 6449 members 
Mstep: Class 10 contains 19660 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4806 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30500 members 
Mstep: Class 15 contains 93969 members 
Mstep: Class 16 contains 25411 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20159 members 
Mstep: Class 20 contains 3528 members 
Mstep: Class 21 contains 19633 members 
Mstep: Class 22 contains 208469 members 
Mstep: Class 23 contains 10193 members 
Entering Unmasked Estep 
Score: -57719076.000000 Penalty: 74389.843750
Splitting cluster 20 changes total score from -57718672.000000 to -57719076.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 21 (19633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Entering Unmasked Estep 
Score: -2525176.250000 Penalty: 2451.471680
	Iteration 0F: 2 clusters Score -2525176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -2511228.500000 Penalty: 4902.943359
	Iteration 0F: 3 clusters Score -2511228 nChanged 8720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2515777.750000 Penalty: 4902.943359
	Iteration 1F: 3 clusters Score -2515778 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2516166.750000 Penalty: 4902.943359
	Iteration 2F: 3 clusters Score -2516167 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -2516495.750000 Penalty: 4902.943359
	Iteration 3Q: 3 clusters Score -2516496 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -2516804.000000 Penalty: 4902.943359
	Iteration 4Q: 3 clusters Score -2516804 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -2517108.250000 Penalty: 4902.943359
	Iteration 5Q: 3 clusters Score -2517108 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2517413.500000 Penalty: 4902.943359
	Iteration 6Q: 3 clusters Score -2517414 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2517711.000000 Penalty: 4902.943359
	Iteration 7Q: 3 clusters Score -2517711 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -2518029.750000 Penalty: 4902.943359
	Iteration 8Q: 3 clusters Score -2518030 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -2518358.250000 Penalty: 4902.943359
	Iteration 9Q: 3 clusters Score -2518358 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -2518759.750000 Penalty: 4902.943359
	Iteration 10Q: 3 clusters Score -2518760 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -2519184.000000 Penalty: 4902.943359
	Iteration 11Q: 3 clusters Score -2519184 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -2519616.250000 Penalty: 4902.943359
	Iteration 12Q: 3 clusters Score -2519616 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -2520011.500000 Penalty: 4902.943359
	Iteration 13Q: 3 clusters Score -2520012 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -2520354.000000 Penalty: 4902.943359
	Iteration 14Q: 3 clusters Score -2520354 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -2520683.000000 Penalty: 4902.943359
	Iteration 15Q: 3 clusters Score -2520683 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -2520954.250000 Penalty: 4902.943359
	Iteration 16Q: 3 clusters Score -2520954 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -2521205.500000 Penalty: 4902.943359
	Iteration 17Q: 3 clusters Score -2521206 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -2521453.000000 Penalty: 4902.943359
	Iteration 18Q: 3 clusters Score -2521453 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2521700.750000 Penalty: 4902.943359
	Iteration 19Q: 3 clusters Score -2521701 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -2521907.500000 Penalty: 4902.943359
	Iteration 20F: 3 clusters Score -2521908 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -2522101.750000 Penalty: 4902.943359
	Iteration 21Q: 3 clusters Score -2522102 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -2522293.500000 Penalty: 4902.943359
	Iteration 22Q: 3 clusters Score -2522294 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2522474.000000 Penalty: 4902.943359
	Iteration 23Q: 3 clusters Score -2522474 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -2522591.000000 Penalty: 4902.943359
	Iteration 24Q: 3 clusters Score -2522591 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -2522636.750000 Penalty: 4902.943359
	Iteration 25Q: 3 clusters Score -2522637 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -2522687.750000 Penalty: 4902.943359
	Iteration 26Q: 3 clusters Score -2522688 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -2522714.750000 Penalty: 4902.943359
	Iteration 27Q: 3 clusters Score -2522715 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -2522732.250000 Penalty: 4902.943359
	Iteration 28Q: 3 clusters Score -2522732 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -2522751.500000 Penalty: 4902.943359
	Iteration 29Q: 3 clusters Score -2522752 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -2522761.500000 Penalty: 4902.943359
	Iteration 30Q: 3 clusters Score -2522762 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -2522766.500000 Penalty: 4902.943359
	Iteration 31Q: 3 clusters Score -2522766 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -2522779.500000 Penalty: 4902.943359
	Iteration 32Q: 3 clusters Score -2522780 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -2522791.000000 Penalty: 4902.943359
	Iteration 33Q: 3 clusters Score -2522791 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -2522798.500000 Penalty: 4902.943359
	Iteration 34Q: 3 clusters Score -2522798 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -2522806.250000 Penalty: 4902.943359
	Iteration 35Q: 3 clusters Score -2522806 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -2522814.500000 Penalty: 4902.943359
	Iteration 36Q: 3 clusters Score -2522814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -2522823.500000 Penalty: 4902.943359
	Iteration 37Q: 3 clusters Score -2522824 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -2522847.250000 Penalty: 4902.943359
	Iteration 38Q: 3 clusters Score -2522847 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -2522862.250000 Penalty: 4902.943359
	Iteration 39Q: 3 clusters Score -2522862 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -2522875.750000 Penalty: 4902.943359
	Iteration 40F: 3 clusters Score -2522876 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -2522889.750000 Penalty: 4902.943359
	Iteration 41Q: 3 clusters Score -2522890 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -2522900.250000 Penalty: 4902.943359
	Iteration 42Q: 3 clusters Score -2522900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -2522907.500000 Penalty: 4902.943359
	Iteration 43Q: 3 clusters Score -2522908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2522908.250000 Penalty: 4902.943359
	Iteration 44Q: 3 clusters Score -2522908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2522919.250000 Penalty: 4902.943359
	Iteration 45Q: 3 clusters Score -2522919 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -2522922.500000 Penalty: 4902.943359
	Iteration 46Q: 3 clusters Score -2522922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -2522931.750000 Penalty: 4902.943359
	Iteration 47Q: 3 clusters Score -2522932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -2522935.500000 Penalty: 4902.943359
	Iteration 48Q: 3 clusters Score -2522936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -2522934.250000 Penalty: 4902.943359
	Iteration 49Q: 3 clusters Score -2522934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2522938.250000 Penalty: 4902.943359
	Iteration 50Q: 3 clusters Score -2522938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2522936.500000 Penalty: 4902.943359
	Iteration 51Q: 3 clusters Score -2522936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -2522937.750000 Penalty: 4902.943359
	Iteration 52Q: 3 clusters Score -2522938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -2522939.250000 Penalty: 4902.943359
	Iteration 53Q: 3 clusters Score -2522939 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -2522946.000000 Penalty: 4902.943359
	Iteration 54Q: 3 clusters Score -2522946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -2522947.500000 Penalty: 4902.943359
	Iteration 55Q: 3 clusters Score -2522948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -2522957.250000 Penalty: 4902.943359
	Iteration 56Q: 3 clusters Score -2522957 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -2522963.500000 Penalty: 4902.943359
	Iteration 57Q: 3 clusters Score -2522964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -2522965.000000 Penalty: 4902.943359
	Iteration 58Q: 3 clusters Score -2522965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -2522966.500000 Penalty: 4902.943359
	Iteration 59Q: 3 clusters Score -2522966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -2522966.500000 Penalty: 4902.943359
	Iteration 60F: 3 clusters Score -2522966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2522972.000000 Penalty: 4902.943359
	Iteration 61Q: 3 clusters Score -2522972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -2522970.000000 Penalty: 4902.943359
	Iteration 62Q: 3 clusters Score -2522970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -2522968.500000 Penalty: 4902.943359
	Iteration 63Q: 3 clusters Score -2522968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -2522970.250000 Penalty: 4902.943359
	Iteration 64Q: 3 clusters Score -2522970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -2522971.750000 Penalty: 4902.943359
	Iteration 65Q: 3 clusters Score -2522972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -2522971.250000 Penalty: 4902.943359
	Iteration 66Q: 3 clusters Score -2522971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -2522971.250000 Penalty: 4902.943359
	Iteration 67F: 3 clusters Score -2522971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Entering Unmasked Estep 
Score: -1307125.375000 Penalty: 2288.905273
	Iteration 0F: 2 clusters Score -1307125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1299283.375000 Penalty: 4577.810547
	Iteration 0F: 3 clusters Score -1299283 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1301597.125000 Penalty: 4577.810547
	Iteration 1F: 3 clusters Score -1301597 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1301889.375000 Penalty: 4577.810547
	Iteration 2F: 3 clusters Score -1301889 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1302133.375000 Penalty: 4577.810547
	Iteration 3Q: 3 clusters Score -1302133 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1302375.875000 Penalty: 4577.810547
	Iteration 4Q: 3 clusters Score -1302376 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1302648.000000 Penalty: 4577.810547
	Iteration 5Q: 3 clusters Score -1302648 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1302941.375000 Penalty: 4577.810547
	Iteration 6Q: 3 clusters Score -1302941 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1303340.375000 Penalty: 4577.810547
	Iteration 7F: 3 clusters Score -1303340 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1303798.875000 Penalty: 4577.810547
	Iteration 8F: 3 clusters Score -1303799 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1304300.625000 Penalty: 4577.810547
	Iteration 9F: 3 clusters Score -1304301 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1304791.250000 Penalty: 4577.810547
	Iteration 10F: 3 clusters Score -1304791 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1305177.000000 Penalty: 4577.810547
	Iteration 11Q: 3 clusters Score -1305177 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1305423.625000 Penalty: 4577.810547
	Iteration 12Q: 3 clusters Score -1305424 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1305546.125000 Penalty: 4577.810547
	Iteration 13Q: 3 clusters Score -1305546 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1305604.125000 Penalty: 4577.810547
	Iteration 14Q: 3 clusters Score -1305604 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1305648.625000 Penalty: 4577.810547
	Iteration 15Q: 3 clusters Score -1305649 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1305666.750000 Penalty: 4577.810547
	Iteration 16Q: 3 clusters Score -1305667 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1305675.000000 Penalty: 4577.810547
	Iteration 17Q: 3 clusters Score -1305675 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1305681.000000 Penalty: 4577.810547
	Iteration 18Q: 3 clusters Score -1305681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1305686.750000 Penalty: 4577.810547
	Iteration 19Q: 3 clusters Score -1305687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1305692.750000 Penalty: 4577.810547
	Iteration 20F: 3 clusters Score -1305693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1305693.125000 Penalty: 4577.810547
	Iteration 21Q: 3 clusters Score -1305693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1305692.375000 Penalty: 4577.810547
	Iteration 22Q: 3 clusters Score -1305692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1305696.750000 Penalty: 4577.810547
	Iteration 23Q: 3 clusters Score -1305697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1305701.875000 Penalty: 4577.810547
	Iteration 24Q: 3 clusters Score -1305702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1305706.500000 Penalty: 4577.810547
	Iteration 25Q: 3 clusters Score -1305706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1305707.375000 Penalty: 4577.810547
	Iteration 26Q: 3 clusters Score -1305707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1305710.500000 Penalty: 4577.810547
	Iteration 27Q: 3 clusters Score -1305710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1305710.500000 Penalty: 4577.810547
	Iteration 28Q: 3 clusters Score -1305710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1305710.500000 Penalty: 4577.810547
	Iteration 29F: 3 clusters Score -1305710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9369 members 
Mstep: Class 8 contains 1423 members 
Mstep: Class 9 contains 6449 members 
Mstep: Class 10 contains 19660 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4806 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30500 members 
Mstep: Class 15 contains 93969 members 
Mstep: Class 16 contains 25411 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20159 members 
Mstep: Class 20 contains 3528 members 
Mstep: Class 21 contains 19633 members 
Mstep: Class 23 contains 10193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719372.000000 Penalty: 74389.843750
Iteration 439Q: 24 clusters Score -5.771937e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9383 members 
Mstep: Class 8 contains 1419 members 
Mstep: Class 9 contains 6453 members 
Mstep: Class 10 contains 19722 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4829 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30643 members 
Mstep: Class 15 contains 94160 members 
Mstep: Class 16 contains 25497 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 20188 members 
Mstep: Class 20 contains 3696 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 207668 members 
Mstep: Class 23 contains 10203 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 440F: 24 clusters Score -5.771971e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9353 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6459 members 
Mstep: Class 10 contains 19690 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4841 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30616 members 
Mstep: Class 15 contains 94070 members 
Mstep: Class 16 contains 25459 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 19983 members 
Mstep: Class 20 contains 3733 members 
Mstep: Class 21 contains 19651 members 
Mstep: Class 22 contains 208098 members 
Mstep: Class 23 contains 10201 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 441Q: 24 clusters Score -5.772001e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9334 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6465 members 
Mstep: Class 10 contains 19678 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4853 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30612 members 
Mstep: Class 15 contains 94032 members 
Mstep: Class 16 contains 25445 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 19848 members 
Mstep: Class 20 contains 3760 members 
Mstep: Class 21 contains 19619 members 
Mstep: Class 22 contains 208311 members 
Mstep: Class 23 contains 10197 members 
Entering Unmasked Estep 
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Iteration 442Q: 24 clusters Score -5.772004e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9319 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6471 members 
Mstep: Class 10 contains 19673 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4868 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30593 members 
Mstep: Class 15 contains 94006 members 
Mstep: Class 16 contains 25450 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19750 members 
Mstep: Class 20 contains 3792 members 
Mstep: Class 21 contains 19597 members 
Mstep: Class 22 contains 208443 members 
Mstep: Class 23 contains 10191 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 443Q: 24 clusters Score -5.772009e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9310 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6472 members 
Mstep: Class 10 contains 19663 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4882 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30595 members 
Mstep: Class 15 contains 93993 members 
Mstep: Class 16 contains 25460 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19688 members 
Mstep: Class 20 contains 3816 members 
Mstep: Class 21 contains 19586 members 
Mstep: Class 22 contains 208497 members 
Mstep: Class 23 contains 10190 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 444Q: 24 clusters Score -5.772e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9304 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6473 members 
Mstep: Class 10 contains 19657 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4891 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30594 members 
Mstep: Class 15 contains 93992 members 
Mstep: Class 16 contains 25463 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19650 members 
Mstep: Class 20 contains 3835 members 
Mstep: Class 21 contains 19585 members 
Mstep: Class 22 contains 208519 members 
Mstep: Class 23 contains 10189 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 445Q: 24 clusters Score -5.772001e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9294 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6474 members 
Mstep: Class 10 contains 19660 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4900 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30583 members 
Mstep: Class 15 contains 93992 members 
Mstep: Class 16 contains 25470 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19625 members 
Mstep: Class 20 contains 3855 members 
Mstep: Class 21 contains 19581 members 
Mstep: Class 22 contains 208533 members 
Mstep: Class 23 contains 10185 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 446Q: 24 clusters Score -5.772002e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9287 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6476 members 
Mstep: Class 10 contains 19658 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4910 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30566 members 
Mstep: Class 15 contains 94002 members 
Mstep: Class 16 contains 25476 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19605 members 
Mstep: Class 20 contains 3870 members 
Mstep: Class 21 contains 19565 members 
Mstep: Class 22 contains 208552 members 
Mstep: Class 23 contains 10185 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 447Q: 24 clusters Score -5.772006e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9281 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6475 members 
Mstep: Class 10 contains 19659 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4919 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30545 members 
Mstep: Class 15 contains 94011 members 
Mstep: Class 16 contains 25482 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19591 members 
Mstep: Class 20 contains 3882 members 
Mstep: Class 21 contains 19562 members 
Mstep: Class 22 contains 208564 members 
Mstep: Class 23 contains 10181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719972.000000 Penalty: 74389.843750
Iteration 448Q: 24 clusters Score -5.771997e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9277 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6474 members 
Mstep: Class 10 contains 19662 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4931 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30522 members 
Mstep: Class 15 contains 94021 members 
Mstep: Class 16 contains 25481 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19585 members 
Mstep: Class 20 contains 3892 members 
Mstep: Class 21 contains 19563 members 
Mstep: Class 22 contains 208564 members 
Mstep: Class 23 contains 10180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719928.000000 Penalty: 74389.843750
Iteration 449Q: 24 clusters Score -5.771993e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9281 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6472 members 
Mstep: Class 10 contains 19668 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30505 members 
Mstep: Class 15 contains 94021 members 
Mstep: Class 16 contains 25487 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19583 members 
Mstep: Class 20 contains 3901 members 
Mstep: Class 21 contains 19562 members 
Mstep: Class 22 contains 208552 members 
Mstep: Class 23 contains 10179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719876.000000 Penalty: 74389.843750
Iteration 450Q: 24 clusters Score -5.771988e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9278 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6470 members 
Mstep: Class 10 contains 19675 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4945 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30503 members 
Mstep: Class 15 contains 94025 members 
Mstep: Class 16 contains 25494 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19582 members 
Mstep: Class 20 contains 3913 members 
Mstep: Class 21 contains 19561 members 
Mstep: Class 22 contains 208532 members 
Mstep: Class 23 contains 10174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719936.000000 Penalty: 74389.843750
Iteration 451Q: 24 clusters Score -5.771994e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9278 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6470 members 
Mstep: Class 10 contains 19676 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4949 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30507 members 
Mstep: Class 15 contains 94027 members 
Mstep: Class 16 contains 25494 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19580 members 
Mstep: Class 20 contains 3923 members 
Mstep: Class 21 contains 19561 members 
Mstep: Class 22 contains 208514 members 
Mstep: Class 23 contains 10173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57720020.000000 Penalty: 74389.843750
Iteration 452Q: 24 clusters Score -5.772002e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9276 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6469 members 
Mstep: Class 10 contains 19676 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4956 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30511 members 
Mstep: Class 15 contains 94027 members 
Mstep: Class 16 contains 25488 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19580 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 19569 members 
Mstep: Class 22 contains 208498 members 
Mstep: Class 23 contains 10174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57720040.000000 Penalty: 74389.843750
Iteration 453Q: 24 clusters Score -5.772004e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9272 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6469 members 
Mstep: Class 10 contains 19677 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4962 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30512 members 
Mstep: Class 15 contains 94030 members 
Mstep: Class 16 contains 25488 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19580 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 19564 members 
Mstep: Class 22 contains 208492 members 
Mstep: Class 23 contains 10173 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 454Q: 24 clusters Score -5.772005e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9266 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6469 members 
Mstep: Class 10 contains 19676 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4963 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30504 members 
Mstep: Class 15 contains 94034 members 
Mstep: Class 16 contains 25488 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19579 members 
Mstep: Class 20 contains 3934 members 
Mstep: Class 21 contains 19559 members 
Mstep: Class 22 contains 208507 members 
Mstep: Class 23 contains 10173 members 
Entering Unmasked Estep 
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Score: -57720024.000000 Penalty: 74389.843750
Iteration 455Q: 24 clusters Score -5.772002e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9266 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6468 members 
Mstep: Class 10 contains 19675 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4967 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30493 members 
Mstep: Class 15 contains 94037 members 
Mstep: Class 16 contains 25491 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19578 members 
Mstep: Class 20 contains 3936 members 
Mstep: Class 21 contains 19552 members 
Mstep: Class 22 contains 208516 members 
Mstep: Class 23 contains 10173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57720032.000000 Penalty: 74389.843750
Iteration 456Q: 24 clusters Score -5.772003e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9264 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6467 members 
Mstep: Class 10 contains 19674 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4968 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30481 members 
Mstep: Class 15 contains 94041 members 
Mstep: Class 16 contains 25492 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19577 members 
Mstep: Class 20 contains 3939 members 
Mstep: Class 21 contains 19551 members 
Mstep: Class 22 contains 208525 members 
Mstep: Class 23 contains 10173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719968.000000 Penalty: 74389.843750
Iteration 457Q: 24 clusters Score -5.771997e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9263 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6467 members 
Mstep: Class 10 contains 19675 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4972 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30469 members 
Mstep: Class 15 contains 94045 members 
Mstep: Class 16 contains 25492 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19577 members 
Mstep: Class 20 contains 3942 members 
Mstep: Class 21 contains 19549 members 
Mstep: Class 22 contains 208528 members 
Mstep: Class 23 contains 10173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719996.000000 Penalty: 74389.843750
Iteration 458Q: 24 clusters Score -5.772e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9263 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6467 members 
Mstep: Class 10 contains 19675 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4972 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30460 members 
Mstep: Class 15 contains 94047 members 
Mstep: Class 16 contains 25496 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19577 members 
Mstep: Class 20 contains 3945 members 
Mstep: Class 21 contains 19550 members 
Mstep: Class 22 contains 208527 members 
Mstep: Class 23 contains 10173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719996.000000 Penalty: 74389.843750
Iteration 459Q: 24 clusters Score -5.772e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9262 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 19675 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4972 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30457 members 
Mstep: Class 15 contains 94047 members 
Mstep: Class 16 contains 25497 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19576 members 
Mstep: Class 20 contains 3950 members 
Mstep: Class 21 contains 19549 members 
Mstep: Class 22 contains 208528 members 
Mstep: Class 23 contains 10173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719996.000000 Penalty: 74389.843750
Iteration 460F: 24 clusters Score -5.772e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9262 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 19677 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4972 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30452 members 
Mstep: Class 15 contains 94048 members 
Mstep: Class 16 contains 25499 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19576 members 
Mstep: Class 20 contains 3957 members 
Mstep: Class 21 contains 19548 members 
Mstep: Class 22 contains 208521 members 
Mstep: Class 23 contains 10174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719992.000000 Penalty: 74389.843750
Iteration 461Q: 24 clusters Score -5.771999e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9263 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6465 members 
Mstep: Class 10 contains 19677 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4972 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30451 members 
Mstep: Class 15 contains 94053 members 
Mstep: Class 16 contains 25503 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19576 members 
Mstep: Class 20 contains 3966 members 
Mstep: Class 21 contains 19547 members 
Mstep: Class 22 contains 208505 members 
Mstep: Class 23 contains 10174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719936.000000 Penalty: 74389.843750
Iteration 462Q: 24 clusters Score -5.771994e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9262 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6464 members 
Mstep: Class 10 contains 19677 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4972 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30452 members 
Mstep: Class 15 contains 94055 members 
Mstep: Class 16 contains 25508 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19575 members 
Mstep: Class 20 contains 3971 members 
Mstep: Class 21 contains 19546 members 
Mstep: Class 22 contains 208497 members 
Mstep: Class 23 contains 10173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57720016.000000 Penalty: 74389.843750
Iteration 463Q: 24 clusters Score -5.772002e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9260 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6464 members 
Mstep: Class 10 contains 19677 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4972 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30449 members 
Mstep: Class 15 contains 94059 members 
Mstep: Class 16 contains 25510 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19573 members 
Mstep: Class 20 contains 3972 members 
Mstep: Class 21 contains 19545 members 
Mstep: Class 22 contains 208501 members 
Mstep: Class 23 contains 10170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57720000.000000 Penalty: 74389.843750
Iteration 464Q: 24 clusters Score -5.772e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9260 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6464 members 
Mstep: Class 10 contains 19677 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4973 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30449 members 
Mstep: Class 15 contains 94061 members 
Mstep: Class 16 contains 25510 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19573 members 
Mstep: Class 20 contains 3978 members 
Mstep: Class 21 contains 19545 members 
Mstep: Class 22 contains 208492 members 
Mstep: Class 23 contains 10170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719976.000000 Penalty: 74389.843750
Iteration 465Q: 24 clusters Score -5.771998e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9260 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6464 members 
Mstep: Class 10 contains 19677 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4976 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30446 members 
Mstep: Class 15 contains 94060 members 
Mstep: Class 16 contains 25511 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19573 members 
Mstep: Class 20 contains 3980 members 
Mstep: Class 21 contains 19546 members 
Mstep: Class 22 contains 208489 members 
Mstep: Class 23 contains 10170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57720036.000000 Penalty: 74389.843750
Iteration 466Q: 24 clusters Score -5.772004e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9261 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6464 members 
Mstep: Class 10 contains 19678 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4976 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30443 members 
Mstep: Class 15 contains 94058 members 
Mstep: Class 16 contains 25512 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19573 members 
Mstep: Class 20 contains 3986 members 
Mstep: Class 21 contains 19545 members 
Mstep: Class 22 contains 208487 members 
Mstep: Class 23 contains 10169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57720020.000000 Penalty: 74389.843750
Iteration 467Q: 24 clusters Score -5.772002e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9262 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6464 members 
Mstep: Class 10 contains 19678 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4976 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30441 members 
Mstep: Class 15 contains 94058 members 
Mstep: Class 16 contains 25512 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19573 members 
Mstep: Class 20 contains 3992 members 
Mstep: Class 21 contains 19547 members 
Mstep: Class 22 contains 208481 members 
Mstep: Class 23 contains 10168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57720000.000000 Penalty: 74389.843750
Iteration 468Q: 24 clusters Score -5.772e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9260 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6464 members 
Mstep: Class 10 contains 19678 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4976 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30439 members 
Mstep: Class 15 contains 94057 members 
Mstep: Class 16 contains 25511 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19573 members 
Mstep: Class 20 contains 3999 members 
Mstep: Class 21 contains 19547 members 
Mstep: Class 22 contains 208482 members 
Mstep: Class 23 contains 10166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719992.000000 Penalty: 74389.843750
Iteration 469Q: 24 clusters Score -5.771999e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9261 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6464 members 
Mstep: Class 10 contains 19678 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4976 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30442 members 
Mstep: Class 15 contains 94057 members 
Mstep: Class 16 contains 25510 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19573 members 
Mstep: Class 20 contains 4008 members 
Mstep: Class 21 contains 19549 members 
Mstep: Class 22 contains 208468 members 
Mstep: Class 23 contains 10166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57720032.000000 Penalty: 74389.843750
Iteration 470Q: 24 clusters Score -5.772003e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9262 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6465 members 
Mstep: Class 10 contains 19678 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4976 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30444 members 
Mstep: Class 15 contains 94057 members 
Mstep: Class 16 contains 25510 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19572 members 
Mstep: Class 20 contains 4013 members 
Mstep: Class 21 contains 19544 members 
Mstep: Class 22 contains 208465 members 
Mstep: Class 23 contains 10166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57720040.000000 Penalty: 74389.843750
Iteration 471Q: 24 clusters Score -5.772004e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9262 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6465 members 
Mstep: Class 10 contains 19679 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4976 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30445 members 
Mstep: Class 15 contains 94055 members 
Mstep: Class 16 contains 25510 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19572 members 
Mstep: Class 20 contains 4018 members 
Mstep: Class 21 contains 19540 members 
Mstep: Class 22 contains 208464 members 
Mstep: Class 23 contains 10166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57720004.000000 Penalty: 74389.843750
Iteration 472Q: 24 clusters Score -5.772e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9262 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6465 members 
Mstep: Class 10 contains 19679 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4976 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30445 members 
Mstep: Class 15 contains 94056 members 
Mstep: Class 16 contains 25509 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19572 members 
Mstep: Class 20 contains 4021 members 
Mstep: Class 21 contains 19539 members 
Mstep: Class 22 contains 208462 members 
Mstep: Class 23 contains 10166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719968.000000 Penalty: 74389.843750
Iteration 473Q: 24 clusters Score -5.771997e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9262 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6465 members 
Mstep: Class 10 contains 19679 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4976 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30448 members 
Mstep: Class 15 contains 94056 members 
Mstep: Class 16 contains 25509 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19572 members 
Mstep: Class 20 contains 4025 members 
Mstep: Class 21 contains 19534 members 
Mstep: Class 22 contains 208460 members 
Mstep: Class 23 contains 10166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719952.000000 Penalty: 74389.843750
Iteration 474Q: 24 clusters Score -5.771995e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9262 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6465 members 
Mstep: Class 10 contains 19680 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4977 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30446 members 
Mstep: Class 15 contains 94057 members 
Mstep: Class 16 contains 25509 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19572 members 
Mstep: Class 20 contains 4031 members 
Mstep: Class 21 contains 19530 members 
Mstep: Class 22 contains 208457 members 
Mstep: Class 23 contains 10166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719940.000000 Penalty: 74389.843750
Iteration 475Q: 24 clusters Score -5.771994e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9262 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6465 members 
Mstep: Class 10 contains 19681 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4977 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30448 members 
Mstep: Class 15 contains 94056 members 
Mstep: Class 16 contains 25509 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19571 members 
Mstep: Class 20 contains 4035 members 
Mstep: Class 21 contains 19528 members 
Mstep: Class 22 contains 208454 members 
Mstep: Class 23 contains 10166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57720008.000000 Penalty: 74389.843750
Iteration 476Q: 24 clusters Score -5.772001e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9262 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6465 members 
Mstep: Class 10 contains 19681 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4977 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30449 members 
Mstep: Class 15 contains 94054 members 
Mstep: Class 16 contains 25508 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19571 members 
Mstep: Class 20 contains 4038 members 
Mstep: Class 21 contains 19527 members 
Mstep: Class 22 contains 208454 members 
Mstep: Class 23 contains 10166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719980.000000 Penalty: 74389.843750
Iteration 477Q: 24 clusters Score -5.771998e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9261 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6465 members 
Mstep: Class 10 contains 19681 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4977 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30449 members 
Mstep: Class 15 contains 94052 members 
Mstep: Class 16 contains 25508 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19571 members 
Mstep: Class 20 contains 4041 members 
Mstep: Class 21 contains 19527 members 
Mstep: Class 22 contains 208454 members 
Mstep: Class 23 contains 10166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57720012.000000 Penalty: 74389.843750
Iteration 478Q: 24 clusters Score -5.772001e+07 nChanged 14
Entering ConstructFrom: 
Score: -57720012.000000 Penalty: 74389.843750
Entering ConstructFrom: 
Trying to split cluster 1 (405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Entering Unmasked Estep 
Score: -46952.304688 Penalty: 1488.963989
	Iteration 0F: 2 clusters Score -46952.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45514.234375 Penalty: 2977.927979
	Iteration 0F: 3 clusters Score -45514.23 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -45684.222656 Penalty: 2977.927979
	Iteration 1F: 3 clusters Score -45684.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45716.996094 Penalty: 2977.927979
	Iteration 2Q: 3 clusters Score -45717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -45725.410156 Penalty: 2977.927979
	Iteration 3Q: 3 clusters Score -45725.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45728.531250 Penalty: 2977.927979
	Iteration 4Q: 3 clusters Score -45728.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -45731.804688 Penalty: 2977.927979
	Iteration 5Q: 3 clusters Score -45731.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -45734.917969 Penalty: 2977.927979
	Iteration 6Q: 3 clusters Score -45734.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -45736.984375 Penalty: 2977.927979
	Iteration 7Q: 3 clusters Score -45736.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -45746.351562 Penalty: 2977.927979
	Iteration 8Q: 3 clusters Score -45746.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -45750.234375 Penalty: 2977.927979
	Iteration 9Q: 3 clusters Score -45750.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -45750.964844 Penalty: 2977.927979
	Iteration 10Q: 3 clusters Score -45750.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -45750.964844 Penalty: 2977.927979
	Iteration 11F: 3 clusters Score -45750.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -59214.046875 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -59214.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -57661.949219 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -57661.95 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -58103.144531 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -58103.14 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -58220.183594 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -58220.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -58337.449219 Penalty: 3115.076416
	Iteration 3Q: 3 clusters Score -58337.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -58540.421875 Penalty: 3115.076416
	Iteration 4Q: 3 clusters Score -58540.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -58597.019531 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -58597.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -58618.621094 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -58618.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -58634.667969 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -58634.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -58650.742188 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -58650.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -58660.312500 Penalty: 3115.076416
	Iteration 9Q: 3 clusters Score -58660.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -58665.781250 Penalty: 3115.076416
	Iteration 10Q: 3 clusters Score -58665.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -58670.039062 Penalty: 3115.076416
	Iteration 11Q: 3 clusters Score -58670.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -58672.675781 Penalty: 3115.076416
	Iteration 12Q: 3 clusters Score -58672.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -58687.074219 Penalty: 3115.076416
	Iteration 13Q: 3 clusters Score -58687.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -58706.148438 Penalty: 3115.076416
	Iteration 14Q: 3 clusters Score -58706.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -58720.593750 Penalty: 3115.076416
	Iteration 15Q: 3 clusters Score -58720.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -58735.007812 Penalty: 3115.076416
	Iteration 16Q: 3 clusters Score -58735.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -58748.542969 Penalty: 3115.076416
	Iteration 17Q: 3 clusters Score -58748.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -58763.378906 Penalty: 3115.076416
	Iteration 18Q: 3 clusters Score -58763.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -58778.078125 Penalty: 3115.076416
	Iteration 19Q: 3 clusters Score -58778.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -58792.355469 Penalty: 3115.076416
	Iteration 20F: 3 clusters Score -58792.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -58808.359375 Penalty: 3115.076416
	Iteration 21Q: 3 clusters Score -58808.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -58823.617188 Penalty: 3115.076416
	Iteration 22Q: 3 clusters Score -58823.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -58841.496094 Penalty: 3115.076416
	Iteration 23Q: 3 clusters Score -58841.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -58859.703125 Penalty: 3115.076416
	Iteration 24Q: 3 clusters Score -58859.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -58892.531250 Penalty: 3115.076416
	Iteration 25Q: 3 clusters Score -58892.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -58933.406250 Penalty: 3115.076416
	Iteration 26Q: 3 clusters Score -58933.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -58950.679688 Penalty: 3115.076416
	Iteration 27Q: 3 clusters Score -58950.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -58950.679688 Penalty: 3115.076416
	Iteration 28F: 3 clusters Score -58950.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Entering Unmasked Estep 
Score: -69079.179688 Penalty: 1611.200195
	Iteration 0F: 2 clusters Score -69079.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -67537.320312 Penalty: 3222.400391
	Iteration 0F: 3 clusters Score -67537.32 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -67933.585938 Penalty: 3222.400391
	Iteration 1F: 3 clusters Score -67933.59 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -68297.757812 Penalty: 3222.400391
	Iteration 2F: 3 clusters Score -68297.76 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -68555.203125 Penalty: 3222.400391
	Iteration 3F: 3 clusters Score -68555.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -68710.796875 Penalty: 3222.400391
	Iteration 4Q: 3 clusters Score -68710.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -68862.796875 Penalty: 3222.400391
	Iteration 5Q: 3 clusters Score -68862.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -68968.000000 Penalty: 3222.400391
	Iteration 6Q: 3 clusters Score -68968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -69064.062500 Penalty: 3222.400391
	Iteration 7Q: 3 clusters Score -69064.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -69077.765625 Penalty: 3222.400391
	Iteration 8Q: 3 clusters Score -69077.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -69092.257812 Penalty: 3222.400391
	Iteration 9Q: 3 clusters Score -69092.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -69108.937500 Penalty: 3222.400391
	Iteration 10Q: 3 clusters Score -69108.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -69124.562500 Penalty: 3222.400391
	Iteration 11Q: 3 clusters Score -69124.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -69133.148438 Penalty: 3222.400391
	Iteration 12Q: 3 clusters Score -69133.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -69135.257812 Penalty: 3222.400391
	Iteration 13Q: 3 clusters Score -69135.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -69135.257812 Penalty: 3222.400391
	Iteration 14F: 3 clusters Score -69135.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 297 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9259 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6465 members 
Mstep: Class 10 contains 19681 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4977 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30448 members 
Mstep: Class 15 contains 94051 members 
Mstep: Class 16 contains 25508 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19571 members 
Mstep: Class 20 contains 4044 members 
Mstep: Class 21 contains 19527 members 
Mstep: Class 22 contains 208455 members 
Mstep: Class 23 contains 10166 members 
Mstep: Class 24 contains 366 members 
Entering Unmasked Estep 
Score: -57718456.000000 Penalty: 77624.179688
Splitting cluster 3 changes total score from -57720012.000000 to -57718456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Entering Unmasked Estep 
Score: -161381.859375 Penalty: 1775.697144
	Iteration 0F: 2 clusters Score -161381.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -159232.250000 Penalty: 3551.394287
	Iteration 0F: 3 clusters Score -159232.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -159554.703125 Penalty: 3551.394287
	Iteration 1F: 3 clusters Score -159554.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -159667.312500 Penalty: 3551.394287
	Iteration 2F: 3 clusters Score -159667.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -159725.000000 Penalty: 3551.394287
	Iteration 3Q: 3 clusters Score -159725 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -159756.593750 Penalty: 3551.394287
	Iteration 4Q: 3 clusters Score -159756.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -159771.015625 Penalty: 3551.394287
	Iteration 5Q: 3 clusters Score -159771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -159782.953125 Penalty: 3551.394287
	Iteration 6Q: 3 clusters Score -159783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -159789.859375 Penalty: 3551.394287
	Iteration 7Q: 3 clusters Score -159789.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -159796.312500 Penalty: 3551.394287
	Iteration 8Q: 3 clusters Score -159796.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -159804.625000 Penalty: 3551.394287
	Iteration 9Q: 3 clusters Score -159804.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -159811.437500 Penalty: 3551.394287
	Iteration 10Q: 3 clusters Score -159811.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -159814.546875 Penalty: 3551.394287
	Iteration 11Q: 3 clusters Score -159814.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -159814.671875 Penalty: 3551.394287
	Iteration 12Q: 3 clusters Score -159814.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -159815.359375 Penalty: 3551.394287
	Iteration 13Q: 3 clusters Score -159815.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -159815.859375 Penalty: 3551.394287
	Iteration 14Q: 3 clusters Score -159815.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -159815.859375 Penalty: 3551.394287
	Iteration 15F: 3 clusters Score -159815.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -77250.773438 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -77250.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -75608.320312 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -75608.32 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -75764.929688 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -75764.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -75828.929688 Penalty: 3193.125000
	Iteration 2Q: 3 clusters Score -75828.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -75856.609375 Penalty: 3193.125000
	Iteration 3Q: 3 clusters Score -75856.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -75879.296875 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -75879.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -75895.937500 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -75895.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -75918.468750 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -75918.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -75926.968750 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -75926.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -75928.414062 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -75928.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -75928.414062 Penalty: 3193.125000
	Iteration 9F: 3 clusters Score -75928.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -45316.953125 Penalty: 1497.391968
	Iteration 0F: 2 clusters Score -45316.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43999.027344 Penalty: 2994.783936
	Iteration 0F: 3 clusters Score -43999.03 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -44300.527344 Penalty: 2994.783936
	Iteration 1F: 3 clusters Score -44300.53 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -44526.335938 Penalty: 2994.783936
	Iteration 2F: 3 clusters Score -44526.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -44873.972656 Penalty: 2994.783936
	Iteration 3F: 3 clusters Score -44873.97 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -44992.234375 Penalty: 2994.783936
	Iteration 4F: 3 clusters Score -44992.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -45082.000000 Penalty: 2994.783936
	Iteration 5Q: 3 clusters Score -45082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -45157.253906 Penalty: 2994.783936
	Iteration 6Q: 3 clusters Score -45157.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -45161.003906 Penalty: 2994.783936
	Iteration 7Q: 3 clusters Score -45161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -45171.015625 Penalty: 2994.783936
	Iteration 8Q: 3 clusters Score -45171.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -45183.085938 Penalty: 2994.783936
	Iteration 9Q: 3 clusters Score -45183.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -45233.183594 Penalty: 2994.783936
	Iteration 10Q: 3 clusters Score -45233.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -45285.953125 Penalty: 2994.783936
	Iteration 11Q: 3 clusters Score -45285.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -45388.175781 Penalty: 2994.783936
	Iteration 12Q: 3 clusters Score -45388.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -45412.890625 Penalty: 2994.783936
	Iteration 13Q: 3 clusters Score -45412.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -45425.675781 Penalty: 2994.783936
	Iteration 14Q: 3 clusters Score -45425.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -45425.675781 Penalty: 2994.783936
	Iteration 15F: 3 clusters Score -45425.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 326 members 
Mstep: Class 7 contains 9259 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6465 members 
Mstep: Class 10 contains 19681 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4977 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30448 members 
Mstep: Class 15 contains 94051 members 
Mstep: Class 16 contains 25508 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19571 members 
Mstep: Class 20 contains 4044 members 
Mstep: Class 21 contains 19527 members 
Mstep: Class 22 contains 208455 members 
Mstep: Class 23 contains 10166 members 
Mstep: Class 24 contains 93 members 
Entering Unmasked Estep 
Score: -57718384.000000 Penalty: 77624.179688
Splitting cluster 6 changes total score from -57720012.000000 to -57718384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (9259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Entering Unmasked Estep 
Score: -1197458.000000 Penalty: 2265.071045
	Iteration 0F: 2 clusters Score -1197458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1190186.250000 Penalty: 4530.142090
	Iteration 0F: 3 clusters Score -1190186 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1192078.500000 Penalty: 4530.142090
	Iteration 1F: 3 clusters Score -1192078 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1192338.250000 Penalty: 4530.142090
	Iteration 2F: 3 clusters Score -1192338 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1192507.375000 Penalty: 4530.142090
	Iteration 3Q: 3 clusters Score -1192507 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1192641.000000 Penalty: 4530.142090
	Iteration 4Q: 3 clusters Score -1192641 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1192744.250000 Penalty: 4530.142090
	Iteration 5Q: 3 clusters Score -1192744 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1192828.625000 Penalty: 4530.142090
	Iteration 6Q: 3 clusters Score -1192829 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1192932.625000 Penalty: 4530.142090
	Iteration 7Q: 3 clusters Score -1192933 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1193053.625000 Penalty: 4530.142090
	Iteration 8Q: 3 clusters Score -1193054 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1193210.500000 Penalty: 4530.142090
	Iteration 9Q: 3 clusters Score -1193210 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1193406.125000 Penalty: 4530.142090
	Iteration 10Q: 3 clusters Score -1193406 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1193620.125000 Penalty: 4530.142090
	Iteration 11Q: 3 clusters Score -1193620 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1193868.500000 Penalty: 4530.142090
	Iteration 12Q: 3 clusters Score -1193868 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1194140.250000 Penalty: 4530.142090
	Iteration 13Q: 3 clusters Score -1194140 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1194410.250000 Penalty: 4530.142090
	Iteration 14Q: 3 clusters Score -1194410 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1194648.250000 Penalty: 4530.142090
	Iteration 15Q: 3 clusters Score -1194648 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1194837.000000 Penalty: 4530.142090
	Iteration 16Q: 3 clusters Score -1194837 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1194988.750000 Penalty: 4530.142090
	Iteration 17Q: 3 clusters Score -1194989 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1195089.875000 Penalty: 4530.142090
	Iteration 18Q: 3 clusters Score -1195090 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1195188.000000 Penalty: 4530.142090
	Iteration 19Q: 3 clusters Score -1195188 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1195265.125000 Penalty: 4530.142090
	Iteration 20F: 3 clusters Score -1195265 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1195316.125000 Penalty: 4530.142090
	Iteration 21Q: 3 clusters Score -1195316 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1195356.500000 Penalty: 4530.142090
	Iteration 22Q: 3 clusters Score -1195356 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1195384.375000 Penalty: 4530.142090
	Iteration 23Q: 3 clusters Score -1195384 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1195412.625000 Penalty: 4530.142090
	Iteration 24Q: 3 clusters Score -1195413 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1195437.375000 Penalty: 4530.142090
	Iteration 25Q: 3 clusters Score -1195437 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1195456.625000 Penalty: 4530.142090
	Iteration 26Q: 3 clusters Score -1195457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1195466.250000 Penalty: 4530.142090
	Iteration 27Q: 3 clusters Score -1195466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1195473.250000 Penalty: 4530.142090
	Iteration 28Q: 3 clusters Score -1195473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1195476.500000 Penalty: 4530.142090
	Iteration 29Q: 3 clusters Score -1195476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1195478.625000 Penalty: 4530.142090
	Iteration 30Q: 3 clusters Score -1195479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1195484.750000 Penalty: 4530.142090
	Iteration 31Q: 3 clusters Score -1195485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1195487.000000 Penalty: 4530.142090
	Iteration 32Q: 3 clusters Score -1195487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1195491.750000 Penalty: 4530.142090
	Iteration 33Q: 3 clusters Score -1195492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1195496.500000 Penalty: 4530.142090
	Iteration 34Q: 3 clusters Score -1195496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1195502.250000 Penalty: 4530.142090
	Iteration 35Q: 3 clusters Score -1195502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1195506.875000 Penalty: 4530.142090
	Iteration 36Q: 3 clusters Score -1195507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1195508.750000 Penalty: 4530.142090
	Iteration 37Q: 3 clusters Score -1195509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1195508.750000 Penalty: 4530.142090
	Iteration 38F: 3 clusters Score -1195509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Entering Unmasked Estep 
Score: -178608.500000 Penalty: 1800.086304
	Iteration 0F: 2 clusters Score -178608.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -176381.281250 Penalty: 3600.172607
	Iteration 0F: 3 clusters Score -176381.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -176725.609375 Penalty: 3600.172607
	Iteration 1F: 3 clusters Score -176725.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -176824.828125 Penalty: 3600.172607
	Iteration 2F: 3 clusters Score -176824.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -176869.468750 Penalty: 3600.172607
	Iteration 3Q: 3 clusters Score -176869.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -176894.515625 Penalty: 3600.172607
	Iteration 4Q: 3 clusters Score -176894.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -176908.609375 Penalty: 3600.172607
	Iteration 5Q: 3 clusters Score -176908.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -176916.984375 Penalty: 3600.172607
	Iteration 6Q: 3 clusters Score -176917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -176924.390625 Penalty: 3600.172607
	Iteration 7Q: 3 clusters Score -176924.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -176929.343750 Penalty: 3600.172607
	Iteration 8Q: 3 clusters Score -176929.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -176932.453125 Penalty: 3600.172607
	Iteration 9Q: 3 clusters Score -176932.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -176936.250000 Penalty: 3600.172607
	Iteration 10Q: 3 clusters Score -176936.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -176940.281250 Penalty: 3600.172607
	Iteration 11Q: 3 clusters Score -176940.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -176940.671875 Penalty: 3600.172607
	Iteration 12Q: 3 clusters Score -176940.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -176940.671875 Penalty: 3600.172607
	Iteration 13F: 3 clusters Score -176940.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Entering Unmasked Estep 
Score: -825248.562500 Penalty: 2175.991211
	Iteration 0F: 2 clusters Score -825248.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -819869.500000 Penalty: 4351.982422
	Iteration 0F: 3 clusters Score -819869.5 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -821233.375000 Penalty: 4351.982422
	Iteration 1F: 3 clusters Score -821233.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -821443.437500 Penalty: 4351.982422
	Iteration 2F: 3 clusters Score -821443.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -821598.750000 Penalty: 4351.982422
	Iteration 3Q: 3 clusters Score -821598.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -821706.000000 Penalty: 4351.982422
	Iteration 4Q: 3 clusters Score -821706 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -821778.187500 Penalty: 4351.982422
	Iteration 5Q: 3 clusters Score -821778.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -821830.937500 Penalty: 4351.982422
	Iteration 6Q: 3 clusters Score -821830.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -821869.687500 Penalty: 4351.982422
	Iteration 7Q: 3 clusters Score -821869.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -821905.937500 Penalty: 4351.982422
	Iteration 8Q: 3 clusters Score -821905.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -821950.375000 Penalty: 4351.982422
	Iteration 9Q: 3 clusters Score -821950.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -821988.062500 Penalty: 4351.982422
	Iteration 10Q: 3 clusters Score -821988.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -822013.875000 Penalty: 4351.982422
	Iteration 11Q: 3 clusters Score -822013.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -822045.312500 Penalty: 4351.982422
	Iteration 12Q: 3 clusters Score -822045.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -822074.875000 Penalty: 4351.982422
	Iteration 13Q: 3 clusters Score -822074.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -822107.000000 Penalty: 4351.982422
	Iteration 14Q: 3 clusters Score -822107 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -822138.625000 Penalty: 4351.982422
	Iteration 15Q: 3 clusters Score -822138.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -822174.875000 Penalty: 4351.982422
	Iteration 16Q: 3 clusters Score -822174.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -822225.250000 Penalty: 4351.982422
	Iteration 17Q: 3 clusters Score -822225.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -822287.000000 Penalty: 4351.982422
	Iteration 18Q: 3 clusters Score -822287 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -822347.375000 Penalty: 4351.982422
	Iteration 19Q: 3 clusters Score -822347.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -822420.937500 Penalty: 4351.982422
	Iteration 20F: 3 clusters Score -822420.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -822489.687500 Penalty: 4351.982422
	Iteration 21Q: 3 clusters Score -822489.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -822558.500000 Penalty: 4351.982422
	Iteration 22Q: 3 clusters Score -822558.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -822641.437500 Penalty: 4351.982422
	Iteration 23Q: 3 clusters Score -822641.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -822729.125000 Penalty: 4351.982422
	Iteration 24Q: 3 clusters Score -822729.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -822813.500000 Penalty: 4351.982422
	Iteration 25Q: 3 clusters Score -822813.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -822926.125000 Penalty: 4351.982422
	Iteration 26Q: 3 clusters Score -822926.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -823013.625000 Penalty: 4351.982422
	Iteration 27Q: 3 clusters Score -823013.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -823099.437500 Penalty: 4351.982422
	Iteration 28Q: 3 clusters Score -823099.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -823180.750000 Penalty: 4351.982422
	Iteration 29Q: 3 clusters Score -823180.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -823249.312500 Penalty: 4351.982422
	Iteration 30Q: 3 clusters Score -823249.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -823327.812500 Penalty: 4351.982422
	Iteration 31Q: 3 clusters Score -823327.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -823394.312500 Penalty: 4351.982422
	Iteration 32Q: 3 clusters Score -823394.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -823438.062500 Penalty: 4351.982422
	Iteration 33Q: 3 clusters Score -823438.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -823473.375000 Penalty: 4351.982422
	Iteration 34Q: 3 clusters Score -823473.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -823500.625000 Penalty: 4351.982422
	Iteration 35Q: 3 clusters Score -823500.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -823528.062500 Penalty: 4351.982422
	Iteration 36Q: 3 clusters Score -823528.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -823549.375000 Penalty: 4351.982422
	Iteration 37Q: 3 clusters Score -823549.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -823564.375000 Penalty: 4351.982422
	Iteration 38Q: 3 clusters Score -823564.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -823574.875000 Penalty: 4351.982422
	Iteration 39Q: 3 clusters Score -823574.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -823584.500000 Penalty: 4351.982422
	Iteration 40F: 3 clusters Score -823584.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -823588.125000 Penalty: 4351.982422
	Iteration 41Q: 3 clusters Score -823588.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -823592.937500 Penalty: 4351.982422
	Iteration 42Q: 3 clusters Score -823592.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -823599.000000 Penalty: 4351.982422
	Iteration 43Q: 3 clusters Score -823599 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -823603.562500 Penalty: 4351.982422
	Iteration 44Q: 3 clusters Score -823603.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -823611.937500 Penalty: 4351.982422
	Iteration 45Q: 3 clusters Score -823611.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -823617.437500 Penalty: 4351.982422
	Iteration 46Q: 3 clusters Score -823617.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -823621.312500 Penalty: 4351.982422
	Iteration 47Q: 3 clusters Score -823621.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -823626.187500 Penalty: 4351.982422
	Iteration 48Q: 3 clusters Score -823626.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -823628.500000 Penalty: 4351.982422
	Iteration 49Q: 3 clusters Score -823628.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -823634.250000 Penalty: 4351.982422
	Iteration 50Q: 3 clusters Score -823634.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -823637.500000 Penalty: 4351.982422
	Iteration 51Q: 3 clusters Score -823637.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -823639.062500 Penalty: 4351.982422
	Iteration 52Q: 3 clusters Score -823639.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -823640.000000 Penalty: 4351.982422
	Iteration 53Q: 3 clusters Score -823640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -823640.812500 Penalty: 4351.982422
	Iteration 54Q: 3 clusters Score -823640.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -823642.375000 Penalty: 4351.982422
	Iteration 55Q: 3 clusters Score -823642.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -823643.437500 Penalty: 4351.982422
	Iteration 56Q: 3 clusters Score -823643.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -823644.187500 Penalty: 4351.982422
	Iteration 57Q: 3 clusters Score -823644.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -823644.250000 Penalty: 4351.982422
	Iteration 58Q: 3 clusters Score -823644.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -823646.062500 Penalty: 4351.982422
	Iteration 59Q: 3 clusters Score -823646.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -823648.625000 Penalty: 4351.982422
	Iteration 60F: 3 clusters Score -823648.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -823649.812500 Penalty: 4351.982422
	Iteration 61Q: 3 clusters Score -823649.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -823654.125000 Penalty: 4351.982422
	Iteration 62Q: 3 clusters Score -823654.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -823657.125000 Penalty: 4351.982422
	Iteration 63Q: 3 clusters Score -823657.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -823658.437500 Penalty: 4351.982422
	Iteration 64Q: 3 clusters Score -823658.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -823659.937500 Penalty: 4351.982422
	Iteration 65Q: 3 clusters Score -823659.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -823665.312500 Penalty: 4351.982422
	Iteration 66Q: 3 clusters Score -823665.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -823666.937500 Penalty: 4351.982422
	Iteration 67Q: 3 clusters Score -823666.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -823669.562500 Penalty: 4351.982422
	Iteration 68Q: 3 clusters Score -823669.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -823673.625000 Penalty: 4351.982422
	Iteration 69Q: 3 clusters Score -823673.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -823677.312500 Penalty: 4351.982422
	Iteration 70Q: 3 clusters Score -823677.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -823679.812500 Penalty: 4351.982422
	Iteration 71Q: 3 clusters Score -823679.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -823681.375000 Penalty: 4351.982422
	Iteration 72Q: 3 clusters Score -823681.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -823685.000000 Penalty: 4351.982422
	Iteration 73Q: 3 clusters Score -823685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -823685.312500 Penalty: 4351.982422
	Iteration 74Q: 3 clusters Score -823685.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -823691.437500 Penalty: 4351.982422
	Iteration 75Q: 3 clusters Score -823691.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -823695.187500 Penalty: 4351.982422
	Iteration 76Q: 3 clusters Score -823695.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -823697.375000 Penalty: 4351.982422
	Iteration 77Q: 3 clusters Score -823697.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -823705.187500 Penalty: 4351.982422
	Iteration 78Q: 3 clusters Score -823705.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -823709.187500 Penalty: 4351.982422
	Iteration 79Q: 3 clusters Score -823709.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -823716.500000 Penalty: 4351.982422
	Iteration 80F: 3 clusters Score -823716.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -823722.375000 Penalty: 4351.982422
	Iteration 81Q: 3 clusters Score -823722.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -823724.125000 Penalty: 4351.982422
	Iteration 82Q: 3 clusters Score -823724.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -823726.125000 Penalty: 4351.982422
	Iteration 83Q: 3 clusters Score -823726.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -823729.750000 Penalty: 4351.982422
	Iteration 84Q: 3 clusters Score -823729.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -823731.000000 Penalty: 4351.982422
	Iteration 85Q: 3 clusters Score -823731 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -823739.187500 Penalty: 4351.982422
	Iteration 86Q: 3 clusters Score -823739.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -823746.625000 Penalty: 4351.982422
	Iteration 87Q: 3 clusters Score -823746.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -823757.062500 Penalty: 4351.982422
	Iteration 88Q: 3 clusters Score -823757.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -823766.687500 Penalty: 4351.982422
	Iteration 89Q: 3 clusters Score -823766.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -823771.187500 Penalty: 4351.982422
	Iteration 90Q: 3 clusters Score -823771.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -823776.062500 Penalty: 4351.982422
	Iteration 91Q: 3 clusters Score -823776.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -823778.187500 Penalty: 4351.982422
	Iteration 92Q: 3 clusters Score -823778.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -823782.000000 Penalty: 4351.982422
	Iteration 93Q: 3 clusters Score -823782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -823785.312500 Penalty: 4351.982422
	Iteration 94Q: 3 clusters Score -823785.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -823788.000000 Penalty: 4351.982422
	Iteration 95Q: 3 clusters Score -823788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -823790.125000 Penalty: 4351.982422
	Iteration 96Q: 3 clusters Score -823790.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -823790.312500 Penalty: 4351.982422
	Iteration 97Q: 3 clusters Score -823790.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -823791.937500 Penalty: 4351.982422
	Iteration 98Q: 3 clusters Score -823791.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -823791.875000 Penalty: 4351.982422
	Iteration 99Q: 3 clusters Score -823791.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -823794.437500 Penalty: 4351.982422
	Iteration 100F: 3 clusters Score -823794.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -823797.812500 Penalty: 4351.982422
	Iteration 101Q: 3 clusters Score -823797.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -823808.437500 Penalty: 4351.982422
	Iteration 102Q: 3 clusters Score -823808.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -823815.375000 Penalty: 4351.982422
	Iteration 103Q: 3 clusters Score -823815.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -823821.437500 Penalty: 4351.982422
	Iteration 104Q: 3 clusters Score -823821.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -823825.375000 Penalty: 4351.982422
	Iteration 105Q: 3 clusters Score -823825.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -823827.375000 Penalty: 4351.982422
	Iteration 106Q: 3 clusters Score -823827.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -823830.062500 Penalty: 4351.982422
	Iteration 107Q: 3 clusters Score -823830.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -823830.437500 Penalty: 4351.982422
	Iteration 108Q: 3 clusters Score -823830.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -823832.562500 Penalty: 4351.982422
	Iteration 109Q: 3 clusters Score -823832.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -823833.000000 Penalty: 4351.982422
	Iteration 110Q: 3 clusters Score -823833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -823835.187500 Penalty: 4351.982422
	Iteration 111Q: 3 clusters Score -823835.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -823835.312500 Penalty: 4351.982422
	Iteration 112Q: 3 clusters Score -823835.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -823835.312500 Penalty: 4351.982422
	Iteration 113Q: 3 clusters Score -823835.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -823835.625000 Penalty: 4351.982422
	Iteration 114Q: 3 clusters Score -823835.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -823838.125000 Penalty: 4351.982422
	Iteration 115Q: 3 clusters Score -823838.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -823837.437500 Penalty: 4351.982422
	Iteration 116Q: 3 clusters Score -823837.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -823836.375000 Penalty: 4351.982422
	Iteration 117Q: 3 clusters Score -823836.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -823838.437500 Penalty: 4351.982422
	Iteration 118Q: 3 clusters Score -823838.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -823838.250000 Penalty: 4351.982422
	Iteration 119Q: 3 clusters Score -823838.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -823838.250000 Penalty: 4351.982422
	Iteration 120F: 3 clusters Score -823838.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Entering Unmasked Estep 
Score: -2551148.000000 Penalty: 2452.077393
	Iteration 0F: 2 clusters Score -2551148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -2537302.500000 Penalty: 4904.154785
	Iteration 0F: 3 clusters Score -2537302 nChanged 8591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2541825.750000 Penalty: 4904.154785
	Iteration 1F: 3 clusters Score -2541826 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2542200.000000 Penalty: 4904.154785
	Iteration 2F: 3 clusters Score -2542200 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -2542518.250000 Penalty: 4904.154785
	Iteration 3Q: 3 clusters Score -2542518 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -2542820.000000 Penalty: 4904.154785
	Iteration 4Q: 3 clusters Score -2542820 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -2543146.750000 Penalty: 4904.154785
	Iteration 5Q: 3 clusters Score -2543147 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -2543560.500000 Penalty: 4904.154785
	Iteration 6Q: 3 clusters Score -2543560 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -2544105.250000 Penalty: 4904.154785
	Iteration 7Q: 3 clusters Score -2544105 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -2544906.000000 Penalty: 4904.154785
	Iteration 8F: 3 clusters Score -2544906 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -2545930.000000 Penalty: 4904.154785
	Iteration 9F: 3 clusters Score -2545930 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2546894.500000 Penalty: 4904.154785
	Iteration 10F: 3 clusters Score -2546894 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -2547645.500000 Penalty: 4904.154785
	Iteration 11Q: 3 clusters Score -2547646 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -2548195.500000 Penalty: 4904.154785
	Iteration 12Q: 3 clusters Score -2548196 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -2548521.500000 Penalty: 4904.154785
	Iteration 13Q: 3 clusters Score -2548522 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -2548754.500000 Penalty: 4904.154785
	Iteration 14Q: 3 clusters Score -2548754 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -2548868.000000 Penalty: 4904.154785
	Iteration 15Q: 3 clusters Score -2548868 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -2548924.000000 Penalty: 4904.154785
	Iteration 16Q: 3 clusters Score -2548924 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -2548961.000000 Penalty: 4904.154785
	Iteration 17Q: 3 clusters Score -2548961 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -2548992.750000 Penalty: 4904.154785
	Iteration 18Q: 3 clusters Score -2548993 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -2549014.750000 Penalty: 4904.154785
	Iteration 19Q: 3 clusters Score -2549015 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -2549032.500000 Penalty: 4904.154785
	Iteration 20F: 3 clusters Score -2549032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -2549053.750000 Penalty: 4904.154785
	Iteration 21Q: 3 clusters Score -2549054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -2549063.250000 Penalty: 4904.154785
	Iteration 22Q: 3 clusters Score -2549063 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -2549068.000000 Penalty: 4904.154785
	Iteration 23Q: 3 clusters Score -2549068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -2549080.250000 Penalty: 4904.154785
	Iteration 24Q: 3 clusters Score -2549080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -2549076.500000 Penalty: 4904.154785
	Iteration 25Q: 3 clusters Score -2549076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -2549079.500000 Penalty: 4904.154785
	Iteration 26Q: 3 clusters Score -2549080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -2549081.500000 Penalty: 4904.154785
	Iteration 27Q: 3 clusters Score -2549082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -2549080.500000 Penalty: 4904.154785
	Iteration 28Q: 3 clusters Score -2549080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -2549084.500000 Penalty: 4904.154785
	Iteration 29Q: 3 clusters Score -2549084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -2549086.250000 Penalty: 4904.154785
	Iteration 30Q: 3 clusters Score -2549086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -2549086.000000 Penalty: 4904.154785
	Iteration 31Q: 3 clusters Score -2549086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -2549086.000000 Penalty: 4904.154785
	Iteration 32F: 3 clusters Score -2549086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -28302.169922 Penalty: 1397.427734
	Iteration 0F: 2 clusters Score -28302.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27114.708984 Penalty: 2794.855469
	Iteration 0F: 3 clusters Score -27114.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27249.261719 Penalty: 2794.855469
	Iteration 1F: 3 clusters Score -27249.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27278.019531 Penalty: 2794.855469
	Iteration 2Q: 3 clusters Score -27278.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27289.648438 Penalty: 2794.855469
	Iteration 3Q: 3 clusters Score -27289.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27308.521484 Penalty: 2794.855469
	Iteration 4Q: 3 clusters Score -27308.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27311.929688 Penalty: 2794.855469
	Iteration 5Q: 3 clusters Score -27311.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27311.929688 Penalty: 2794.855469
	Iteration 6F: 3 clusters Score -27311.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Entering Unmasked Estep 
Score: -645039.125000 Penalty: 2111.120605
	Iteration 0F: 2 clusters Score -645039.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -640501.375000 Penalty: 4222.241211
	Iteration 0F: 3 clusters Score -640501.4 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -641543.250000 Penalty: 4222.241211
	Iteration 1F: 3 clusters Score -641543.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -641732.062500 Penalty: 4222.241211
	Iteration 2F: 3 clusters Score -641732.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -641876.500000 Penalty: 4222.241211
	Iteration 3Q: 3 clusters Score -641876.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -641980.625000 Penalty: 4222.241211
	Iteration 4Q: 3 clusters Score -641980.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -642048.562500 Penalty: 4222.241211
	Iteration 5Q: 3 clusters Score -642048.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -642096.875000 Penalty: 4222.241211
	Iteration 6Q: 3 clusters Score -642096.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -642124.750000 Penalty: 4222.241211
	Iteration 7Q: 3 clusters Score -642124.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -642149.312500 Penalty: 4222.241211
	Iteration 8Q: 3 clusters Score -642149.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -642171.750000 Penalty: 4222.241211
	Iteration 9Q: 3 clusters Score -642171.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -642193.875000 Penalty: 4222.241211
	Iteration 10Q: 3 clusters Score -642193.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -642212.875000 Penalty: 4222.241211
	Iteration 11Q: 3 clusters Score -642212.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -642229.875000 Penalty: 4222.241211
	Iteration 12Q: 3 clusters Score -642229.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -642244.125000 Penalty: 4222.241211
	Iteration 13Q: 3 clusters Score -642244.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -642251.312500 Penalty: 4222.241211
	Iteration 14Q: 3 clusters Score -642251.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -642265.000000 Penalty: 4222.241211
	Iteration 15Q: 3 clusters Score -642265 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -642279.437500 Penalty: 4222.241211
	Iteration 16Q: 3 clusters Score -642279.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -642293.562500 Penalty: 4222.241211
	Iteration 17Q: 3 clusters Score -642293.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -642318.437500 Penalty: 4222.241211
	Iteration 18Q: 3 clusters Score -642318.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -642342.937500 Penalty: 4222.241211
	Iteration 19Q: 3 clusters Score -642342.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -642368.937500 Penalty: 4222.241211
	Iteration 20F: 3 clusters Score -642368.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -642387.875000 Penalty: 4222.241211
	Iteration 21Q: 3 clusters Score -642387.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -642402.062500 Penalty: 4222.241211
	Iteration 22Q: 3 clusters Score -642402.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -642415.125000 Penalty: 4222.241211
	Iteration 23Q: 3 clusters Score -642415.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -642424.750000 Penalty: 4222.241211
	Iteration 24Q: 3 clusters Score -642424.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -642437.875000 Penalty: 4222.241211
	Iteration 25Q: 3 clusters Score -642437.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -642447.562500 Penalty: 4222.241211
	Iteration 26Q: 3 clusters Score -642447.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -642458.000000 Penalty: 4222.241211
	Iteration 27Q: 3 clusters Score -642458 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -642467.250000 Penalty: 4222.241211
	Iteration 28Q: 3 clusters Score -642467.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -642479.250000 Penalty: 4222.241211
	Iteration 29Q: 3 clusters Score -642479.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -642492.312500 Penalty: 4222.241211
	Iteration 30Q: 3 clusters Score -642492.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -642502.437500 Penalty: 4222.241211
	Iteration 31Q: 3 clusters Score -642502.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -642508.687500 Penalty: 4222.241211
	Iteration 32Q: 3 clusters Score -642508.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -642517.250000 Penalty: 4222.241211
	Iteration 33Q: 3 clusters Score -642517.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -642529.625000 Penalty: 4222.241211
	Iteration 34Q: 3 clusters Score -642529.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -642546.437500 Penalty: 4222.241211
	Iteration 35Q: 3 clusters Score -642546.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -642562.812500 Penalty: 4222.241211
	Iteration 36Q: 3 clusters Score -642562.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -642576.937500 Penalty: 4222.241211
	Iteration 37Q: 3 clusters Score -642576.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -642592.750000 Penalty: 4222.241211
	Iteration 38Q: 3 clusters Score -642592.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -642605.500000 Penalty: 4222.241211
	Iteration 39Q: 3 clusters Score -642605.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -642619.625000 Penalty: 4222.241211
	Iteration 40F: 3 clusters Score -642619.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -642637.187500 Penalty: 4222.241211
	Iteration 41Q: 3 clusters Score -642637.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -642663.625000 Penalty: 4222.241211
	Iteration 42Q: 3 clusters Score -642663.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -642693.500000 Penalty: 4222.241211
	Iteration 43Q: 3 clusters Score -642693.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -642724.062500 Penalty: 4222.241211
	Iteration 44Q: 3 clusters Score -642724.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -642746.375000 Penalty: 4222.241211
	Iteration 45Q: 3 clusters Score -642746.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -642768.750000 Penalty: 4222.241211
	Iteration 46Q: 3 clusters Score -642768.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -642790.125000 Penalty: 4222.241211
	Iteration 47Q: 3 clusters Score -642790.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -642817.437500 Penalty: 4222.241211
	Iteration 48Q: 3 clusters Score -642817.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -642842.312500 Penalty: 4222.241211
	Iteration 49Q: 3 clusters Score -642842.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -642863.750000 Penalty: 4222.241211
	Iteration 50Q: 3 clusters Score -642863.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -642882.000000 Penalty: 4222.241211
	Iteration 51Q: 3 clusters Score -642882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -642891.625000 Penalty: 4222.241211
	Iteration 52Q: 3 clusters Score -642891.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -642900.062500 Penalty: 4222.241211
	Iteration 53Q: 3 clusters Score -642900.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -642907.187500 Penalty: 4222.241211
	Iteration 54Q: 3 clusters Score -642907.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -642915.875000 Penalty: 4222.241211
	Iteration 55Q: 3 clusters Score -642915.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -642923.187500 Penalty: 4222.241211
	Iteration 56Q: 3 clusters Score -642923.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -642930.125000 Penalty: 4222.241211
	Iteration 57Q: 3 clusters Score -642930.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -642935.125000 Penalty: 4222.241211
	Iteration 58Q: 3 clusters Score -642935.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -642944.625000 Penalty: 4222.241211
	Iteration 59Q: 3 clusters Score -642944.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -642951.812500 Penalty: 4222.241211
	Iteration 60F: 3 clusters Score -642951.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -642962.687500 Penalty: 4222.241211
	Iteration 61Q: 3 clusters Score -642962.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -642970.250000 Penalty: 4222.241211
	Iteration 62Q: 3 clusters Score -642970.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -642976.000000 Penalty: 4222.241211
	Iteration 63Q: 3 clusters Score -642976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -642981.750000 Penalty: 4222.241211
	Iteration 64Q: 3 clusters Score -642981.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -642987.500000 Penalty: 4222.241211
	Iteration 65Q: 3 clusters Score -642987.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -642990.062500 Penalty: 4222.241211
	Iteration 66Q: 3 clusters Score -642990.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -642997.937500 Penalty: 4222.241211
	Iteration 67Q: 3 clusters Score -642997.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -643007.375000 Penalty: 4222.241211
	Iteration 68Q: 3 clusters Score -643007.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -643012.875000 Penalty: 4222.241211
	Iteration 69Q: 3 clusters Score -643012.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -643017.312500 Penalty: 4222.241211
	Iteration 70Q: 3 clusters Score -643017.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -643025.062500 Penalty: 4222.241211
	Iteration 71Q: 3 clusters Score -643025.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -643030.437500 Penalty: 4222.241211
	Iteration 72Q: 3 clusters Score -643030.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -643039.937500 Penalty: 4222.241211
	Iteration 73Q: 3 clusters Score -643039.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -643044.187500 Penalty: 4222.241211
	Iteration 74Q: 3 clusters Score -643044.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -643047.687500 Penalty: 4222.241211
	Iteration 75Q: 3 clusters Score -643047.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -643047.500000 Penalty: 4222.241211
	Iteration 76Q: 3 clusters Score -643047.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -643050.437500 Penalty: 4222.241211
	Iteration 77Q: 3 clusters Score -643050.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -643051.625000 Penalty: 4222.241211
	Iteration 78Q: 3 clusters Score -643051.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -643053.937500 Penalty: 4222.241211
	Iteration 79Q: 3 clusters Score -643053.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -643056.750000 Penalty: 4222.241211
	Iteration 80F: 3 clusters Score -643056.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -643057.937500 Penalty: 4222.241211
	Iteration 81Q: 3 clusters Score -643057.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -643059.875000 Penalty: 4222.241211
	Iteration 82Q: 3 clusters Score -643059.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -643060.000000 Penalty: 4222.241211
	Iteration 83Q: 3 clusters Score -643060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -643059.562500 Penalty: 4222.241211
	Iteration 84Q: 3 clusters Score -643059.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -643061.375000 Penalty: 4222.241211
	Iteration 85Q: 3 clusters Score -643061.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -643061.750000 Penalty: 4222.241211
	Iteration 86Q: 3 clusters Score -643061.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -643063.250000 Penalty: 4222.241211
	Iteration 87Q: 3 clusters Score -643063.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -643065.937500 Penalty: 4222.241211
	Iteration 88Q: 3 clusters Score -643065.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -643070.687500 Penalty: 4222.241211
	Iteration 89Q: 3 clusters Score -643070.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -643070.750000 Penalty: 4222.241211
	Iteration 90Q: 3 clusters Score -643070.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -643071.687500 Penalty: 4222.241211
	Iteration 91Q: 3 clusters Score -643071.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -643072.812500 Penalty: 4222.241211
	Iteration 92Q: 3 clusters Score -643072.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -643072.812500 Penalty: 4222.241211
	Iteration 93F: 3 clusters Score -643072.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -79269.164062 Penalty: 1631.654297
	Iteration 0F: 2 clusters Score -79269.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -77550.820312 Penalty: 3263.308594
	Iteration 0F: 3 clusters Score -77550.82 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -77784.226562 Penalty: 3263.308594
	Iteration 1F: 3 clusters Score -77784.23 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -77963.398438 Penalty: 3263.308594
	Iteration 2F: 3 clusters Score -77963.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -78255.117188 Penalty: 3263.308594
	Iteration 3Q: 3 clusters Score -78255.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -78571.789062 Penalty: 3263.308594
	Iteration 4F: 3 clusters Score -78571.79 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -78660.320312 Penalty: 3263.308594
	Iteration 5F: 3 clusters Score -78660.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -78743.414062 Penalty: 3263.308594
	Iteration 6Q: 3 clusters Score -78743.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -78782.867188 Penalty: 3263.308594
	Iteration 7Q: 3 clusters Score -78782.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -78798.890625 Penalty: 3263.308594
	Iteration 8Q: 3 clusters Score -78798.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -78809.960938 Penalty: 3263.308594
	Iteration 9Q: 3 clusters Score -78809.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -78818.335938 Penalty: 3263.308594
	Iteration 10Q: 3 clusters Score -78818.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -78833.890625 Penalty: 3263.308594
	Iteration 11Q: 3 clusters Score -78833.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -78839.375000 Penalty: 3263.308594
	Iteration 12Q: 3 clusters Score -78839.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -78842.390625 Penalty: 3263.308594
	Iteration 13Q: 3 clusters Score -78842.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -78842.390625 Penalty: 3263.308594
	Iteration 14F: 3 clusters Score -78842.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Entering Unmasked Estep 
Score: -3910817.000000 Penalty: 2560.296387
	Iteration 0F: 2 clusters Score -3910817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -3889845.250000 Penalty: 5120.592773
	Iteration 0F: 3 clusters Score -3889845 nChanged 13847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -3897291.750000 Penalty: 5120.592773
	Iteration 1F: 3 clusters Score -3897292 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -3897793.750000 Penalty: 5120.592773
	Iteration 2Q: 3 clusters Score -3897794 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -3898272.250000 Penalty: 5120.592773
	Iteration 3Q: 3 clusters Score -3898272 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -3898771.250000 Penalty: 5120.592773
	Iteration 4Q: 3 clusters Score -3898771 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -3899314.500000 Penalty: 5120.592773
	Iteration 5Q: 3 clusters Score -3899314 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -3899885.250000 Penalty: 5120.592773
	Iteration 6Q: 3 clusters Score -3899885 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -3900565.250000 Penalty: 5120.592773
	Iteration 7Q: 3 clusters Score -3900565 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -3901335.000000 Penalty: 5120.592773
	Iteration 8Q: 3 clusters Score -3901335 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -3902365.500000 Penalty: 5120.592773
	Iteration 9F: 3 clusters Score -3902366 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -3903598.000000 Penalty: 5120.592773
	Iteration 10F: 3 clusters Score -3903598 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -3904751.750000 Penalty: 5120.592773
	Iteration 11F: 3 clusters Score -3904752 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -3905539.000000 Penalty: 5120.592773
	Iteration 12Q: 3 clusters Score -3905539 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -3905948.500000 Penalty: 5120.592773
	Iteration 13Q: 3 clusters Score -3905948 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -3906125.500000 Penalty: 5120.592773
	Iteration 14Q: 3 clusters Score -3906126 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -3906270.750000 Penalty: 5120.592773
	Iteration 15Q: 3 clusters Score -3906271 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -3906386.500000 Penalty: 5120.592773
	Iteration 16Q: 3 clusters Score -3906386 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -3906480.500000 Penalty: 5120.592773
	Iteration 17Q: 3 clusters Score -3906480 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -3906551.000000 Penalty: 5120.592773
	Iteration 18Q: 3 clusters Score -3906551 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -3906613.250000 Penalty: 5120.592773
	Iteration 19Q: 3 clusters Score -3906613 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -3906670.250000 Penalty: 5120.592773
	Iteration 20F: 3 clusters Score -3906670 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -3906718.250000 Penalty: 5120.592773
	Iteration 21Q: 3 clusters Score -3906718 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -3906769.500000 Penalty: 5120.592773
	Iteration 22Q: 3 clusters Score -3906770 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -3906815.750000 Penalty: 5120.592773
	Iteration 23Q: 3 clusters Score -3906816 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -3906859.000000 Penalty: 5120.592773
	Iteration 24Q: 3 clusters Score -3906859 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -3906893.250000 Penalty: 5120.592773
	Iteration 25Q: 3 clusters Score -3906893 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -3906944.000000 Penalty: 5120.592773
	Iteration 26Q: 3 clusters Score -3906944 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -3906986.250000 Penalty: 5120.592773
	Iteration 27Q: 3 clusters Score -3906986 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -3907030.250000 Penalty: 5120.592773
	Iteration 28Q: 3 clusters Score -3907030 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -3907065.750000 Penalty: 5120.592773
	Iteration 29Q: 3 clusters Score -3907066 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -3907114.000000 Penalty: 5120.592773
	Iteration 30Q: 3 clusters Score -3907114 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -3907193.500000 Penalty: 5120.592773
	Iteration 31Q: 3 clusters Score -3907194 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -3907239.750000 Penalty: 5120.592773
	Iteration 32Q: 3 clusters Score -3907240 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -3907334.500000 Penalty: 5120.592773
	Iteration 33Q: 3 clusters Score -3907334 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -3907425.750000 Penalty: 5120.592773
	Iteration 34Q: 3 clusters Score -3907426 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -3907533.250000 Penalty: 5120.592773
	Iteration 35Q: 3 clusters Score -3907533 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -3907655.750000 Penalty: 5120.592773
	Iteration 36Q: 3 clusters Score -3907656 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -3907759.250000 Penalty: 5120.592773
	Iteration 37Q: 3 clusters Score -3907759 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -3907884.000000 Penalty: 5120.592773
	Iteration 38Q: 3 clusters Score -3907884 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -3907975.250000 Penalty: 5120.592773
	Iteration 39Q: 3 clusters Score -3907975 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -3908045.000000 Penalty: 5120.592773
	Iteration 40F: 3 clusters Score -3908045 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -3908140.000000 Penalty: 5120.592773
	Iteration 41Q: 3 clusters Score -3908140 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -3908214.250000 Penalty: 5120.592773
	Iteration 42Q: 3 clusters Score -3908214 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -3908288.750000 Penalty: 5120.592773
	Iteration 43Q: 3 clusters Score -3908289 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -3908326.000000 Penalty: 5120.592773
	Iteration 44Q: 3 clusters Score -3908326 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -3908353.750000 Penalty: 5120.592773
	Iteration 45Q: 3 clusters Score -3908354 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -3908417.500000 Penalty: 5120.592773
	Iteration 46Q: 3 clusters Score -3908418 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -3908471.000000 Penalty: 5120.592773
	Iteration 47Q: 3 clusters Score -3908471 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -3908521.250000 Penalty: 5120.592773
	Iteration 48Q: 3 clusters Score -3908521 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -3908538.250000 Penalty: 5120.592773
	Iteration 49Q: 3 clusters Score -3908538 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -3908542.500000 Penalty: 5120.592773
	Iteration 50Q: 3 clusters Score -3908542 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -3908570.500000 Penalty: 5120.592773
	Iteration 51Q: 3 clusters Score -3908570 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -3908588.250000 Penalty: 5120.592773
	Iteration 52Q: 3 clusters Score -3908588 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -3908632.000000 Penalty: 5120.592773
	Iteration 53Q: 3 clusters Score -3908632 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -3908647.500000 Penalty: 5120.592773
	Iteration 54Q: 3 clusters Score -3908648 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -3908662.750000 Penalty: 5120.592773
	Iteration 55Q: 3 clusters Score -3908663 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -3908684.000000 Penalty: 5120.592773
	Iteration 56Q: 3 clusters Score -3908684 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -3908693.000000 Penalty: 5120.592773
	Iteration 57Q: 3 clusters Score -3908693 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -3908695.250000 Penalty: 5120.592773
	Iteration 58Q: 3 clusters Score -3908695 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -3908731.000000 Penalty: 5120.592773
	Iteration 59Q: 3 clusters Score -3908731 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -3908736.250000 Penalty: 5120.592773
	Iteration 60F: 3 clusters Score -3908736 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3908738 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -3908752.000000 Penalty: 5120.592773
	Iteration 62Q: 3 clusters Score -3908752 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -3908766.500000 Penalty: 5120.592773
	Iteration 63Q: 3 clusters Score -3908766 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -3908774.750000 Penalty: 5120.592773
	Iteration 64Q: 3 clusters Score -3908775 nChanged 115
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -3908806.500000 Penalty: 5120.592773
	Iteration 65Q: 3 clusters Score -3908806 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3908836 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3908850 nChanged 114
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Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3908865 nChanged 112
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3908875 nChanged 113
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -3908905.250000 Penalty: 5120.592773
	Iteration 70Q: 3 clusters Score -3908905 nChanged 122
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -3908919.250000 Penalty: 5120.592773
	Iteration 71Q: 3 clusters Score -3908919 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3908947 nChanged 99
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3908946 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3908966 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -3908993.750000 Penalty: 5120.592773
	Iteration 75Q: 3 clusters Score -3908994 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -3909008.250000 Penalty: 5120.592773
	Iteration 76Q: 3 clusters Score -3909008 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -3909006.000000 Penalty: 5120.592773
	Iteration 77Q: 3 clusters Score -3909006 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -3909012.750000 Penalty: 5120.592773
	Iteration 78Q: 3 clusters Score -3909013 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -3909033.500000 Penalty: 5120.592773
	Iteration 79Q: 3 clusters Score -3909034 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -3909044.000000 Penalty: 5120.592773
	Iteration 80F: 3 clusters Score -3909044 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3909072 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -3909096.000000 Penalty: 5120.592773
	Iteration 82Q: 3 clusters Score -3909096 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -3909115.750000 Penalty: 5120.592773
	Iteration 83Q: 3 clusters Score -3909116 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -3909149.750000 Penalty: 5120.592773
	Iteration 84Q: 3 clusters Score -3909150 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -3909180.000000 Penalty: 5120.592773
	Iteration 85Q: 3 clusters Score -3909180 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -3909199.500000 Penalty: 5120.592773
	Iteration 86Q: 3 clusters Score -3909200 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -3909218.750000 Penalty: 5120.592773
	Iteration 87Q: 3 clusters Score -3909219 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -3909226.500000 Penalty: 5120.592773
	Iteration 88Q: 3 clusters Score -3909226 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -3909239.500000 Penalty: 5120.592773
	Iteration 89Q: 3 clusters Score -3909240 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -3909274.250000 Penalty: 5120.592773
	Iteration 90Q: 3 clusters Score -3909274 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -3909283.250000 Penalty: 5120.592773
	Iteration 91Q: 3 clusters Score -3909283 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -3909315.750000 Penalty: 5120.592773
	Iteration 92Q: 3 clusters Score -3909316 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -3909325.250000 Penalty: 5120.592773
	Iteration 93Q: 3 clusters Score -3909325 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -3909357.000000 Penalty: 5120.592773
	Iteration 94Q: 3 clusters Score -3909357 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -3909385.000000 Penalty: 5120.592773
	Iteration 95Q: 3 clusters Score -3909385 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -3909399.500000 Penalty: 5120.592773
	Iteration 96Q: 3 clusters Score -3909400 nChanged 98
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -3909416.250000 Penalty: 5120.592773
	Iteration 97Q: 3 clusters Score -3909416 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -3909438.750000 Penalty: 5120.592773
	Iteration 98Q: 3 clusters Score -3909439 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -3909464.500000 Penalty: 5120.592773
	Iteration 99Q: 3 clusters Score -3909464 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -3909475.000000 Penalty: 5120.592773
	Iteration 100F: 3 clusters Score -3909475 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -3909493.500000 Penalty: 5120.592773
	Iteration 101Q: 3 clusters Score -3909494 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -3909502.250000 Penalty: 5120.592773
	Iteration 102Q: 3 clusters Score -3909502 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -3909500.250000 Penalty: 5120.592773
	Iteration 103Q: 3 clusters Score -3909500 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -3909505.000000 Penalty: 5120.592773
	Iteration 104Q: 3 clusters Score -3909505 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -3909496.000000 Penalty: 5120.592773
	Iteration 105Q: 3 clusters Score -3909496 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -3909511.750000 Penalty: 5120.592773
	Iteration 106Q: 3 clusters Score -3909512 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -3909511.250000 Penalty: 5120.592773
	Iteration 107Q: 3 clusters Score -3909511 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -3909525.500000 Penalty: 5120.592773
	Iteration 108Q: 3 clusters Score -3909526 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -3909534.000000 Penalty: 5120.592773
	Iteration 109Q: 3 clusters Score -3909534 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -3909535.000000 Penalty: 5120.592773
	Iteration 110Q: 3 clusters Score -3909535 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -3909530.000000 Penalty: 5120.592773
	Iteration 111Q: 3 clusters Score -3909530 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -3909529.500000 Penalty: 5120.592773
	Iteration 112Q: 3 clusters Score -3909530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -3909528.000000 Penalty: 5120.592773
	Iteration 113Q: 3 clusters Score -3909528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -3909531.500000 Penalty: 5120.592773
	Iteration 114Q: 3 clusters Score -3909532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -3909536.250000 Penalty: 5120.592773
	Iteration 115Q: 3 clusters Score -3909536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -3909531.250000 Penalty: 5120.592773
	Iteration 116Q: 3 clusters Score -3909531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -3909540.000000 Penalty: 5120.592773
	Iteration 117Q: 3 clusters Score -3909540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -3909540.000000 Penalty: 5120.592773
	Iteration 118Q: 3 clusters Score -3909540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -3909544.250000 Penalty: 5120.592773
	Iteration 119Q: 3 clusters Score -3909544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -3909553.250000 Penalty: 5120.592773
	Iteration 120F: 3 clusters Score -3909553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -3909548.500000 Penalty: 5120.592773
	Iteration 121Q: 3 clusters Score -3909548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -3909548.000000 Penalty: 5120.592773
	Iteration 122Q: 3 clusters Score -3909548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -3909546.500000 Penalty: 5120.592773
	Iteration 123Q: 3 clusters Score -3909546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -3909540.500000 Penalty: 5120.592773
	Iteration 124Q: 3 clusters Score -3909540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -3909537.250000 Penalty: 5120.592773
	Iteration 125Q: 3 clusters Score -3909537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -3909539.250000 Penalty: 5120.592773
	Iteration 126Q: 3 clusters Score -3909539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3909540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -3909541.000000 Penalty: 5120.592773
	Iteration 128Q: 3 clusters Score -3909541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -3909543.250000 Penalty: 5120.592773
	Iteration 129Q: 3 clusters Score -3909543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -3909540.500000 Penalty: 5120.592773
	Iteration 130Q: 3 clusters Score -3909540 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -3909540.500000 Penalty: 5120.592773
	Iteration 131F: 3 clusters Score -3909540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (94051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94051 members 
Entering Unmasked Estep 
Score: -12095222.000000 Penalty: 2839.994873
	Iteration 0F: 2 clusters Score -1.209522e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47052 members 
Mstep: Class 2 contains 46999 members 
Entering Unmasked Estep 
Score: -12032151.000000 Penalty: 5679.989746
	Iteration 0F: 3 clusters Score -1.203215e+07 nChanged 44443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46471 members 
Mstep: Class 2 contains 47580 members 
Entering Unmasked Estep 
Score: -12057871.000000 Penalty: 5679.989746
	Iteration 1F: 3 clusters Score -1.205787e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46096 members 
Mstep: Class 2 contains 47955 members 
Entering Unmasked Estep 
Score: -12058542.000000 Penalty: 5679.989746
	Iteration 2Q: 3 clusters Score -1.205854e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45532 members 
Mstep: Class 2 contains 48519 members 
Entering Unmasked Estep 
Score: -12059235.000000 Penalty: 5679.989746
	Iteration 3Q: 3 clusters Score -1.205924e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44687 members 
Mstep: Class 2 contains 49364 members 
Entering Unmasked Estep 
Score: -12060047.000000 Penalty: 5679.989746
	Iteration 4Q: 3 clusters Score -1.206005e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43456 members 
Mstep: Class 2 contains 50595 members 
Entering Unmasked Estep 
Score: -12060968.000000 Penalty: 5679.989746
	Iteration 5Q: 3 clusters Score -1.206097e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 52288 members 
Entering Unmasked Estep 
Score: -12061965.000000 Penalty: 5679.989746
	Iteration 6Q: 3 clusters Score -1.206196e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 54677 members 
Entering Unmasked Estep 
Score: -12063334.000000 Penalty: 5679.989746
	Iteration 7Q: 3 clusters Score -1.206333e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 57766 members 
Entering Unmasked Estep 
Score: -12065246.000000 Penalty: 5679.989746
	Iteration 8Q: 3 clusters Score -1.206525e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 61619 members 
Entering Unmasked Estep 
Score: -12067920.000000 Penalty: 5679.989746
	Iteration 9F: 3 clusters Score -1.206792e+07 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 66105 members 
Entering Unmasked Estep 
Score: -12071285.000000 Penalty: 5679.989746
	Iteration 10F: 3 clusters Score -1.207128e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 70894 members 
Entering Unmasked Estep 
Score: -12075282.000000 Penalty: 5679.989746
	Iteration 11F: 3 clusters Score -1.207528e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 75302 members 
Entering Unmasked Estep 
Score: -12079202.000000 Penalty: 5679.989746
	Iteration 12F: 3 clusters Score -1.20792e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 78887 members 
Entering Unmasked Estep 
Score: -12082328.000000 Penalty: 5679.989746
	Iteration 13Q: 3 clusters Score -1.208233e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 81626 members 
Entering Unmasked Estep 
Score: -12084610.000000 Penalty: 5679.989746
	Iteration 14Q: 3 clusters Score -1.208461e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 83791 members 
Entering Unmasked Estep 
Score: -12086158.000000 Penalty: 5679.989746
	Iteration 15Q: 3 clusters Score -1.208616e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 85584 members 
Entering Unmasked Estep 
Score: -12087377.000000 Penalty: 5679.989746
	Iteration 16Q: 3 clusters Score -1.208738e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 87114 members 
Entering Unmasked Estep 
Score: -12088354.000000 Penalty: 5679.989746
	Iteration 17Q: 3 clusters Score -1.208835e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 88429 members 
Entering Unmasked Estep 
Score: -12089231.000000 Penalty: 5679.989746
	Iteration 18Q: 3 clusters Score -1.208923e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 89580 members 
Entering Unmasked Estep 
Score: -12090024.000000 Penalty: 5679.989746
	Iteration 19Q: 3 clusters Score -1.209002e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 90521 members 
Entering Unmasked Estep 
Score: -12090672.000000 Penalty: 5679.989746
	Iteration 20F: 3 clusters Score -1.209067e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 91309 members 
Entering Unmasked Estep 
Score: -12091231.000000 Penalty: 5679.989746
	Iteration 21Q: 3 clusters Score -1.209123e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 91907 members 
Entering Unmasked Estep 
Score: -12091634.000000 Penalty: 5679.989746
	Iteration 22Q: 3 clusters Score -1.209163e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 92385 members 
Entering Unmasked Estep 
Score: -12091943.000000 Penalty: 5679.989746
	Iteration 23Q: 3 clusters Score -1.209194e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 92771 members 
Entering Unmasked Estep 
Score: -12092219.000000 Penalty: 5679.989746
	Iteration 24Q: 3 clusters Score -1.209222e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 93025 members 
Entering Unmasked Estep 
Score: -12092404.000000 Penalty: 5679.989746
	Iteration 25Q: 3 clusters Score -1.20924e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 93203 members 
Entering Unmasked Estep 
Score: -12092476.000000 Penalty: 5679.989746
	Iteration 26Q: 3 clusters Score -1.209248e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 93335 members 
Entering Unmasked Estep 
Score: -12092552.000000 Penalty: 5679.989746
	Iteration 27Q: 3 clusters Score -1.209255e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 93424 members 
Entering Unmasked Estep 
Score: -12092648.000000 Penalty: 5679.989746
	Iteration 28Q: 3 clusters Score -1.209265e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 93487 members 
Entering Unmasked Estep 
Score: -12092701.000000 Penalty: 5679.989746
	Iteration 29Q: 3 clusters Score -1.20927e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 93534 members 
Entering Unmasked Estep 
Score: -12092710.000000 Penalty: 5679.989746
	Iteration 30Q: 3 clusters Score -1.209271e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 93561 members 
Entering Unmasked Estep 
Score: -12092724.000000 Penalty: 5679.989746
	Iteration 31Q: 3 clusters Score -1.209272e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 93584 members 
Entering Unmasked Estep 
Score: -12092744.000000 Penalty: 5679.989746
	Iteration 32Q: 3 clusters Score -1.209274e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 93597 members 
Entering Unmasked Estep 
Score: -12092753.000000 Penalty: 5679.989746
	Iteration 33Q: 3 clusters Score -1.209275e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 93606 members 
Entering Unmasked Estep 
Score: -12092774.000000 Penalty: 5679.989746
	Iteration 34Q: 3 clusters Score -1.209277e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 93615 members 
Entering Unmasked Estep 
Score: -12092770.000000 Penalty: 5679.989746
	Iteration 35Q: 3 clusters Score -1.209277e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 93624 members 
Entering Unmasked Estep 
Score: -12092789.000000 Penalty: 5679.989746
	Iteration 36Q: 3 clusters Score -1.209279e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 93633 members 
Entering Unmasked Estep 
Score: -12092799.000000 Penalty: 5679.989746
	Iteration 37Q: 3 clusters Score -1.20928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 93639 members 
Entering Unmasked Estep 
Score: -12092799.000000 Penalty: 5679.989746
	Iteration 38Q: 3 clusters Score -1.20928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 93644 members 
Entering Unmasked Estep 
Score: -12092809.000000 Penalty: 5679.989746
	Iteration 39Q: 3 clusters Score -1.209281e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 93647 members 
Entering Unmasked Estep 
Score: -12092806.000000 Penalty: 5679.989746
	Iteration 40F: 3 clusters Score -1.209281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 93650 members 
Entering Unmasked Estep 
Score: -12092815.000000 Penalty: 5679.989746
	Iteration 41Q: 3 clusters Score -1.209282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 93653 members 
Entering Unmasked Estep 
Score: -12092812.000000 Penalty: 5679.989746
	Iteration 42Q: 3 clusters Score -1.209281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 93655 members 
Entering Unmasked Estep 
Score: -12092818.000000 Penalty: 5679.989746
	Iteration 43Q: 3 clusters Score -1.209282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 93657 members 
Entering Unmasked Estep 
Score: -12092814.000000 Penalty: 5679.989746
	Iteration 44Q: 3 clusters Score -1.209281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 93660 members 
Entering Unmasked Estep 
Score: -12092811.000000 Penalty: 5679.989746
	Iteration 45Q: 3 clusters Score -1.209281e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 93660 members 
Entering Unmasked Estep 
Score: -12092810.000000 Penalty: 5679.989746
	Iteration 46Q: 3 clusters Score -1.209281e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 93662 members 
Entering Unmasked Estep 
Score: -12092816.000000 Penalty: 5679.989746
	Iteration 47Q: 3 clusters Score -1.209282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 93664 members 
Entering Unmasked Estep 
Score: -12092802.000000 Penalty: 5679.989746
	Iteration 48Q: 3 clusters Score -1.20928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 93665 members 
Entering Unmasked Estep 
Score: -12092804.000000 Penalty: 5679.989746
	Iteration 49Q: 3 clusters Score -1.20928e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 93665 members 
Entering Unmasked Estep 
Score: -12092804.000000 Penalty: 5679.989746
	Iteration 50F: 3 clusters Score -1.20928e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Entering Unmasked Estep 
Score: -3290986.500000 Penalty: 2516.393311
	Iteration 0F: 2 clusters Score -3290986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -3273252.250000 Penalty: 5032.786621
	Iteration 0F: 3 clusters Score -3273252 nChanged 11276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -3279271.250000 Penalty: 5032.786621
	Iteration 1F: 3 clusters Score -3279271 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -3279662.500000 Penalty: 5032.786621
	Iteration 2Q: 3 clusters Score -3279662 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -3280002.500000 Penalty: 5032.786621
	Iteration 3Q: 3 clusters Score -3280002 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -3280264.000000 Penalty: 5032.786621
	Iteration 4Q: 3 clusters Score -3280264 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -3280510.500000 Penalty: 5032.786621
	Iteration 5Q: 3 clusters Score -3280510 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -3280773.250000 Penalty: 5032.786621
	Iteration 6Q: 3 clusters Score -3280773 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -3281076.500000 Penalty: 5032.786621
	Iteration 7Q: 3 clusters Score -3281076 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -3281457.750000 Penalty: 5032.786621
	Iteration 8Q: 3 clusters Score -3281458 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -3281903.000000 Penalty: 5032.786621
	Iteration 9Q: 3 clusters Score -3281903 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -3282445.750000 Penalty: 5032.786621
	Iteration 10Q: 3 clusters Score -3282446 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -3283149.000000 Penalty: 5032.786621
	Iteration 11Q: 3 clusters Score -3283149 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -3284044.500000 Penalty: 5032.786621
	Iteration 12F: 3 clusters Score -3284044 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -3285018.500000 Penalty: 5032.786621
	Iteration 13F: 3 clusters Score -3285018 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -3285718.000000 Penalty: 5032.786621
	Iteration 14Q: 3 clusters Score -3285718 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -3286113.000000 Penalty: 5032.786621
	Iteration 15Q: 3 clusters Score -3286113 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -3286294.000000 Penalty: 5032.786621
	Iteration 16Q: 3 clusters Score -3286294 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -3286402.750000 Penalty: 5032.786621
	Iteration 17Q: 3 clusters Score -3286403 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -3286491.250000 Penalty: 5032.786621
	Iteration 18Q: 3 clusters Score -3286491 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -3286537.500000 Penalty: 5032.786621
	Iteration 19Q: 3 clusters Score -3286538 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -3286590.250000 Penalty: 5032.786621
	Iteration 20F: 3 clusters Score -3286590 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -3286612.250000 Penalty: 5032.786621
	Iteration 21Q: 3 clusters Score -3286612 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -3286648.750000 Penalty: 5032.786621
	Iteration 22Q: 3 clusters Score -3286649 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -3286682.250000 Penalty: 5032.786621
	Iteration 23Q: 3 clusters Score -3286682 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -3286695.000000 Penalty: 5032.786621
	Iteration 24Q: 3 clusters Score -3286695 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -3286727.500000 Penalty: 5032.786621
	Iteration 25Q: 3 clusters Score -3286728 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -3286759.750000 Penalty: 5032.786621
	Iteration 26Q: 3 clusters Score -3286760 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -3286796.750000 Penalty: 5032.786621
	Iteration 27Q: 3 clusters Score -3286797 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -3286833.500000 Penalty: 5032.786621
	Iteration 28Q: 3 clusters Score -3286834 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -3286859.750000 Penalty: 5032.786621
	Iteration 29Q: 3 clusters Score -3286860 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -3286874.750000 Penalty: 5032.786621
	Iteration 30Q: 3 clusters Score -3286875 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -3286888.250000 Penalty: 5032.786621
	Iteration 31Q: 3 clusters Score -3286888 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -3286902.250000 Penalty: 5032.786621
	Iteration 32Q: 3 clusters Score -3286902 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -3286927.250000 Penalty: 5032.786621
	Iteration 33Q: 3 clusters Score -3286927 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -3286944.750000 Penalty: 5032.786621
	Iteration 34Q: 3 clusters Score -3286945 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -3286956.250000 Penalty: 5032.786621
	Iteration 35Q: 3 clusters Score -3286956 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -3286975.500000 Penalty: 5032.786621
	Iteration 36Q: 3 clusters Score -3286976 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -3287000.750000 Penalty: 5032.786621
	Iteration 37Q: 3 clusters Score -3287001 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -3287026.250000 Penalty: 5032.786621
	Iteration 38Q: 3 clusters Score -3287026 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -3287056.250000 Penalty: 5032.786621
	Iteration 39Q: 3 clusters Score -3287056 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -3287070.000000 Penalty: 5032.786621
	Iteration 40F: 3 clusters Score -3287070 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -3287094.500000 Penalty: 5032.786621
	Iteration 41Q: 3 clusters Score -3287094 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -3287109.250000 Penalty: 5032.786621
	Iteration 42Q: 3 clusters Score -3287109 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -3287123.750000 Penalty: 5032.786621
	Iteration 43Q: 3 clusters Score -3287124 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -3287162.000000 Penalty: 5032.786621
	Iteration 44Q: 3 clusters Score -3287162 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -3287189.500000 Penalty: 5032.786621
	Iteration 45Q: 3 clusters Score -3287190 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -3287214.500000 Penalty: 5032.786621
	Iteration 46Q: 3 clusters Score -3287214 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -3287248.750000 Penalty: 5032.786621
	Iteration 47Q: 3 clusters Score -3287249 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -3287280.250000 Penalty: 5032.786621
	Iteration 48Q: 3 clusters Score -3287280 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -3287300.250000 Penalty: 5032.786621
	Iteration 49Q: 3 clusters Score -3287300 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -3287320.750000 Penalty: 5032.786621
	Iteration 50Q: 3 clusters Score -3287321 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -3287346.750000 Penalty: 5032.786621
	Iteration 51Q: 3 clusters Score -3287347 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -3287374.500000 Penalty: 5032.786621
	Iteration 52Q: 3 clusters Score -3287374 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -3287404.000000 Penalty: 5032.786621
	Iteration 53Q: 3 clusters Score -3287404 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -3287426.250000 Penalty: 5032.786621
	Iteration 54Q: 3 clusters Score -3287426 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -3287440.750000 Penalty: 5032.786621
	Iteration 55Q: 3 clusters Score -3287441 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -3287450.750000 Penalty: 5032.786621
	Iteration 56Q: 3 clusters Score -3287451 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -3287476.250000 Penalty: 5032.786621
	Iteration 57Q: 3 clusters Score -3287476 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -3287493.500000 Penalty: 5032.786621
	Iteration 58Q: 3 clusters Score -3287494 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -3287517.000000 Penalty: 5032.786621
	Iteration 59Q: 3 clusters Score -3287517 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -3287541.750000 Penalty: 5032.786621
	Iteration 60F: 3 clusters Score -3287542 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -3287569.000000 Penalty: 5032.786621
	Iteration 61Q: 3 clusters Score -3287569 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -3287592.250000 Penalty: 5032.786621
	Iteration 62Q: 3 clusters Score -3287592 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -3287620.500000 Penalty: 5032.786621
	Iteration 63Q: 3 clusters Score -3287620 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -3287631.750000 Penalty: 5032.786621
	Iteration 64Q: 3 clusters Score -3287632 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -3287639.000000 Penalty: 5032.786621
	Iteration 65Q: 3 clusters Score -3287639 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -3287669.500000 Penalty: 5032.786621
	Iteration 66Q: 3 clusters Score -3287670 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -3287690.000000 Penalty: 5032.786621
	Iteration 67Q: 3 clusters Score -3287690 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -3287712.250000 Penalty: 5032.786621
	Iteration 68Q: 3 clusters Score -3287712 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -3287749.750000 Penalty: 5032.786621
	Iteration 69Q: 3 clusters Score -3287750 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -3287770.000000 Penalty: 5032.786621
	Iteration 70Q: 3 clusters Score -3287770 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -3287786.250000 Penalty: 5032.786621
	Iteration 71Q: 3 clusters Score -3287786 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -3287817.750000 Penalty: 5032.786621
	Iteration 72Q: 3 clusters Score -3287818 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -3287836.750000 Penalty: 5032.786621
	Iteration 73Q: 3 clusters Score -3287837 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -3287879.500000 Penalty: 5032.786621
	Iteration 74Q: 3 clusters Score -3287880 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -3287912.750000 Penalty: 5032.786621
	Iteration 75Q: 3 clusters Score -3287913 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -3287939.500000 Penalty: 5032.786621
	Iteration 76Q: 3 clusters Score -3287940 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -3287982.500000 Penalty: 5032.786621
	Iteration 77Q: 3 clusters Score -3287982 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -3288043.250000 Penalty: 5032.786621
	Iteration 78Q: 3 clusters Score -3288043 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -3288110.500000 Penalty: 5032.786621
	Iteration 79Q: 3 clusters Score -3288110 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -3288167.250000 Penalty: 5032.786621
	Iteration 80F: 3 clusters Score -3288167 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -3288202.500000 Penalty: 5032.786621
	Iteration 81Q: 3 clusters Score -3288202 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -3288265.500000 Penalty: 5032.786621
	Iteration 82Q: 3 clusters Score -3288266 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -3288300.250000 Penalty: 5032.786621
	Iteration 83Q: 3 clusters Score -3288300 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -3288358.500000 Penalty: 5032.786621
	Iteration 84Q: 3 clusters Score -3288358 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -3288411.750000 Penalty: 5032.786621
	Iteration 85Q: 3 clusters Score -3288412 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3288461.250000 Penalty: 5032.786621
	Iteration 86Q: 3 clusters Score -3288461 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -3288513.000000 Penalty: 5032.786621
	Iteration 87Q: 3 clusters Score -3288513 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -3288565.750000 Penalty: 5032.786621
	Iteration 88Q: 3 clusters Score -3288566 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -3288602.500000 Penalty: 5032.786621
	Iteration 89Q: 3 clusters Score -3288602 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3288637.000000 Penalty: 5032.786621
	Iteration 90Q: 3 clusters Score -3288637 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3288667.750000 Penalty: 5032.786621
	Iteration 91Q: 3 clusters Score -3288668 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3288699.000000 Penalty: 5032.786621
	Iteration 92Q: 3 clusters Score -3288699 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3288717.750000 Penalty: 5032.786621
	Iteration 93Q: 3 clusters Score -3288718 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3288729.000000 Penalty: 5032.786621
	Iteration 94Q: 3 clusters Score -3288729 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3288753.500000 Penalty: 5032.786621
	Iteration 95Q: 3 clusters Score -3288754 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3288760.750000 Penalty: 5032.786621
	Iteration 96Q: 3 clusters Score -3288761 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3288774.500000 Penalty: 5032.786621
	Iteration 97Q: 3 clusters Score -3288774 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3288787.000000 Penalty: 5032.786621
	Iteration 98Q: 3 clusters Score -3288787 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3288796.750000 Penalty: 5032.786621
	Iteration 99Q: 3 clusters Score -3288797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3288796.250000 Penalty: 5032.786621
	Iteration 100F: 3 clusters Score -3288796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3288812.500000 Penalty: 5032.786621
	Iteration 101Q: 3 clusters Score -3288812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3288812.750000 Penalty: 5032.786621
	Iteration 102Q: 3 clusters Score -3288813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -3288814.000000 Penalty: 5032.786621
	Iteration 103Q: 3 clusters Score -3288814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3288820.750000 Penalty: 5032.786621
	Iteration 104Q: 3 clusters Score -3288821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3288819.000000 Penalty: 5032.786621
	Iteration 105Q: 3 clusters Score -3288819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3288820.500000 Penalty: 5032.786621
	Iteration 106Q: 3 clusters Score -3288820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3288821.500000 Penalty: 5032.786621
	Iteration 107Q: 3 clusters Score -3288822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3288819.750000 Penalty: 5032.786621
	Iteration 108Q: 3 clusters Score -3288820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3288821.250000 Penalty: 5032.786621
	Iteration 109Q: 3 clusters Score -3288821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3288822.750000 Penalty: 5032.786621
	Iteration 110Q: 3 clusters Score -3288823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3288821.000000 Penalty: 5032.786621
	Iteration 111Q: 3 clusters Score -3288821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3288821.750000 Penalty: 5032.786621
	Iteration 112Q: 3 clusters Score -3288822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3288823.250000 Penalty: 5032.786621
	Iteration 113Q: 3 clusters Score -3288823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3288829.000000 Penalty: 5032.786621
	Iteration 114Q: 3 clusters Score -3288829 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3288836.750000 Penalty: 5032.786621
	Iteration 115Q: 3 clusters Score -3288837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3288839.000000 Penalty: 5032.786621
	Iteration 116Q: 3 clusters Score -3288839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3288836.250000 Penalty: 5032.786621
	Iteration 117Q: 3 clusters Score -3288836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3288838.000000 Penalty: 5032.786621
	Iteration 118Q: 3 clusters Score -3288838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3288834.000000 Penalty: 5032.786621
	Iteration 119Q: 3 clusters Score -3288834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3288834.000000 Penalty: 5032.786621
	Iteration 120F: 3 clusters Score -3288834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -28459.183594 Penalty: 1377.133911
	Iteration 0F: 2 clusters Score -28459.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -27244.058594 Penalty: 2754.267822
	Iteration 0F: 3 clusters Score -27244.06 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -27382.087891 Penalty: 2754.267822
	Iteration 1F: 3 clusters Score -27382.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -27453.460938 Penalty: 2754.267822
	Iteration 2F: 3 clusters Score -27453.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -27477.787109 Penalty: 2754.267822
	Iteration 3Q: 3 clusters Score -27477.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -27481.976562 Penalty: 2754.267822
	Iteration 4Q: 3 clusters Score -27481.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -27481.976562 Penalty: 2754.267822
	Iteration 5F: 3 clusters Score -27481.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Entering Unmasked Estep 
Score: -203108.218750 Penalty: 1840.155029
	Iteration 0F: 2 clusters Score -203108.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -200705.046875 Penalty: 3680.310059
	Iteration 0F: 3 clusters Score -200705 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -201119.640625 Penalty: 3680.310059
	Iteration 1F: 3 clusters Score -201119.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -201288.750000 Penalty: 3680.310059
	Iteration 2F: 3 clusters Score -201288.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -201406.093750 Penalty: 3680.310059
	Iteration 3F: 3 clusters Score -201406.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -201491.625000 Penalty: 3680.310059
	Iteration 4Q: 3 clusters Score -201491.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -201557.312500 Penalty: 3680.310059
	Iteration 5Q: 3 clusters Score -201557.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -201597.281250 Penalty: 3680.310059
	Iteration 6Q: 3 clusters Score -201597.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -201634.078125 Penalty: 3680.310059
	Iteration 7Q: 3 clusters Score -201634.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -201668.500000 Penalty: 3680.310059
	Iteration 8Q: 3 clusters Score -201668.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -201684.328125 Penalty: 3680.310059
	Iteration 9Q: 3 clusters Score -201684.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -201693.718750 Penalty: 3680.310059
	Iteration 10Q: 3 clusters Score -201693.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -201704.906250 Penalty: 3680.310059
	Iteration 11Q: 3 clusters Score -201704.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -201713.125000 Penalty: 3680.310059
	Iteration 12Q: 3 clusters Score -201713.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -201720.546875 Penalty: 3680.310059
	Iteration 13Q: 3 clusters Score -201720.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -201722.609375 Penalty: 3680.310059
	Iteration 14Q: 3 clusters Score -201722.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -201725.953125 Penalty: 3680.310059
	Iteration 15Q: 3 clusters Score -201726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -201727.265625 Penalty: 3680.310059
	Iteration 16Q: 3 clusters Score -201727.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -201727.531250 Penalty: 3680.310059
	Iteration 17Q: 3 clusters Score -201727.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -201727.968750 Penalty: 3680.310059
	Iteration 18Q: 3 clusters Score -201728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -201728.843750 Penalty: 3680.310059
	Iteration 19Q: 3 clusters Score -201728.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -201729.187500 Penalty: 3680.310059
	Iteration 20F: 3 clusters Score -201729.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -201730.828125 Penalty: 3680.310059
	Iteration 21Q: 3 clusters Score -201730.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -201733.359375 Penalty: 3680.310059
	Iteration 22Q: 3 clusters Score -201733.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -201734.343750 Penalty: 3680.310059
	Iteration 23Q: 3 clusters Score -201734.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -201734.343750 Penalty: 3680.310059
	Iteration 24F: 3 clusters Score -201734.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Entering Unmasked Estep 
Score: -2439668.250000 Penalty: 2450.687500
	Iteration 0F: 2 clusters Score -2439668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -2425730.000000 Penalty: 4901.375000
	Iteration 0F: 3 clusters Score -2425730 nChanged 8767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2430391.500000 Penalty: 4901.375000
	Iteration 1F: 3 clusters Score -2430392 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2430803.250000 Penalty: 4901.375000
	Iteration 2F: 3 clusters Score -2430803 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -2431143.500000 Penalty: 4901.375000
	Iteration 3Q: 3 clusters Score -2431144 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -2431480.500000 Penalty: 4901.375000
	Iteration 4Q: 3 clusters Score -2431480 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2431857.500000 Penalty: 4901.375000
	Iteration 5Q: 3 clusters Score -2431858 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2432327.000000 Penalty: 4901.375000
	Iteration 6Q: 3 clusters Score -2432327 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -2432969.000000 Penalty: 4901.375000
	Iteration 7F: 3 clusters Score -2432969 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -2433782.000000 Penalty: 4901.375000
	Iteration 8F: 3 clusters Score -2433782 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2434788.750000 Penalty: 4901.375000
	Iteration 9F: 3 clusters Score -2434789 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2435796.250000 Penalty: 4901.375000
	Iteration 10F: 3 clusters Score -2435796 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2436576.000000 Penalty: 4901.375000
	Iteration 11Q: 3 clusters Score -2436576 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2436987.000000 Penalty: 4901.375000
	Iteration 12Q: 3 clusters Score -2436987 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2437204.000000 Penalty: 4901.375000
	Iteration 13Q: 3 clusters Score -2437204 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2437322.250000 Penalty: 4901.375000
	Iteration 14Q: 3 clusters Score -2437322 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2437381.750000 Penalty: 4901.375000
	Iteration 15Q: 3 clusters Score -2437382 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2437415.500000 Penalty: 4901.375000
	Iteration 16Q: 3 clusters Score -2437416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2437440.500000 Penalty: 4901.375000
	Iteration 17Q: 3 clusters Score -2437440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2437456.250000 Penalty: 4901.375000
	Iteration 18Q: 3 clusters Score -2437456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2437471.250000 Penalty: 4901.375000
	Iteration 19Q: 3 clusters Score -2437471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2437477.250000 Penalty: 4901.375000
	Iteration 20F: 3 clusters Score -2437477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2437488.500000 Penalty: 4901.375000
	Iteration 21Q: 3 clusters Score -2437488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2437494.250000 Penalty: 4901.375000
	Iteration 22Q: 3 clusters Score -2437494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2437496.750000 Penalty: 4901.375000
	Iteration 23Q: 3 clusters Score -2437497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2437500.000000 Penalty: 4901.375000
	Iteration 24Q: 3 clusters Score -2437500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2437502.000000 Penalty: 4901.375000
	Iteration 25Q: 3 clusters Score -2437502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2437502.500000 Penalty: 4901.375000
	Iteration 26Q: 3 clusters Score -2437502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2437510.250000 Penalty: 4901.375000
	Iteration 27Q: 3 clusters Score -2437510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -2437509.250000 Penalty: 4901.375000
	Iteration 28Q: 3 clusters Score -2437509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2437512.000000 Penalty: 4901.375000
	Iteration 29Q: 3 clusters Score -2437512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2437512.000000 Penalty: 4901.375000
	Iteration 30F: 3 clusters Score -2437512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Entering Unmasked Estep 
Score: -524455.562500 Penalty: 2059.637451
	Iteration 0F: 2 clusters Score -524455.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -520527.218750 Penalty: 4119.274902
	Iteration 0F: 3 clusters Score -520527.2 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -521413.156250 Penalty: 4119.274902
	Iteration 1F: 3 clusters Score -521413.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -521593.718750 Penalty: 4119.274902
	Iteration 2F: 3 clusters Score -521593.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -521692.593750 Penalty: 4119.274902
	Iteration 3Q: 3 clusters Score -521692.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -521757.312500 Penalty: 4119.274902
	Iteration 4Q: 3 clusters Score -521757.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -521792.906250 Penalty: 4119.274902
	Iteration 5Q: 3 clusters Score -521792.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -521816.781250 Penalty: 4119.274902
	Iteration 6Q: 3 clusters Score -521816.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -521836.406250 Penalty: 4119.274902
	Iteration 7Q: 3 clusters Score -521836.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -521851.500000 Penalty: 4119.274902
	Iteration 8Q: 3 clusters Score -521851.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -521862.500000 Penalty: 4119.274902
	Iteration 9Q: 3 clusters Score -521862.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -521872.968750 Penalty: 4119.274902
	Iteration 10Q: 3 clusters Score -521873 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -521882.281250 Penalty: 4119.274902
	Iteration 11Q: 3 clusters Score -521882.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -521893.062500 Penalty: 4119.274902
	Iteration 12Q: 3 clusters Score -521893.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -521899.687500 Penalty: 4119.274902
	Iteration 13Q: 3 clusters Score -521899.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -521904.000000 Penalty: 4119.274902
	Iteration 14Q: 3 clusters Score -521904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -521906.906250 Penalty: 4119.274902
	Iteration 15Q: 3 clusters Score -521906.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -521911.812500 Penalty: 4119.274902
	Iteration 16Q: 3 clusters Score -521911.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -521914.218750 Penalty: 4119.274902
	Iteration 17Q: 3 clusters Score -521914.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -521920.343750 Penalty: 4119.274902
	Iteration 18Q: 3 clusters Score -521920.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -521924.468750 Penalty: 4119.274902
	Iteration 19Q: 3 clusters Score -521924.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -521932.625000 Penalty: 4119.274902
	Iteration 20F: 3 clusters Score -521932.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -521937.156250 Penalty: 4119.274902
	Iteration 21Q: 3 clusters Score -521937.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -521940.781250 Penalty: 4119.274902
	Iteration 22Q: 3 clusters Score -521940.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -521942.750000 Penalty: 4119.274902
	Iteration 23Q: 3 clusters Score -521942.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -521944.125000 Penalty: 4119.274902
	Iteration 24Q: 3 clusters Score -521944.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -521946.468750 Penalty: 4119.274902
	Iteration 25Q: 3 clusters Score -521946.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -521945.937500 Penalty: 4119.274902
	Iteration 26Q: 3 clusters Score -521945.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -521946.500000 Penalty: 4119.274902
	Iteration 27Q: 3 clusters Score -521946.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -521947.500000 Penalty: 4119.274902
	Iteration 28Q: 3 clusters Score -521947.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -521948.843750 Penalty: 4119.274902
	Iteration 29Q: 3 clusters Score -521948.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -521952.968750 Penalty: 4119.274902
	Iteration 30Q: 3 clusters Score -521953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -521954.531250 Penalty: 4119.274902
	Iteration 31Q: 3 clusters Score -521954.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -521957.593750 Penalty: 4119.274902
	Iteration 32Q: 3 clusters Score -521957.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -521959.500000 Penalty: 4119.274902
	Iteration 33Q: 3 clusters Score -521959.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -521961.218750 Penalty: 4119.274902
	Iteration 34Q: 3 clusters Score -521961.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -521963.750000 Penalty: 4119.274902
	Iteration 35Q: 3 clusters Score -521963.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -521967.906250 Penalty: 4119.274902
	Iteration 36Q: 3 clusters Score -521967.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -521973.625000 Penalty: 4119.274902
	Iteration 37Q: 3 clusters Score -521973.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -521976.468750 Penalty: 4119.274902
	Iteration 38Q: 3 clusters Score -521976.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -521979.062500 Penalty: 4119.274902
	Iteration 39Q: 3 clusters Score -521979.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -521980.093750 Penalty: 4119.274902
	Iteration 40F: 3 clusters Score -521980.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -521982.656250 Penalty: 4119.274902
	Iteration 41Q: 3 clusters Score -521982.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -521985.875000 Penalty: 4119.274902
	Iteration 42Q: 3 clusters Score -521985.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -521987.125000 Penalty: 4119.274902
	Iteration 43Q: 3 clusters Score -521987.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -521988.062500 Penalty: 4119.274902
	Iteration 44Q: 3 clusters Score -521988.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -521990.187500 Penalty: 4119.274902
	Iteration 45Q: 3 clusters Score -521990.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -521990.687500 Penalty: 4119.274902
	Iteration 46Q: 3 clusters Score -521990.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -521990.031250 Penalty: 4119.274902
	Iteration 47Q: 3 clusters Score -521990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -521990.781250 Penalty: 4119.274902
	Iteration 48Q: 3 clusters Score -521990.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -521990.781250 Penalty: 4119.274902
	Iteration 49F: 3 clusters Score -521990.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Entering Unmasked Estep 
Score: -2511600.500000 Penalty: 2450.129395
	Iteration 0F: 2 clusters Score -2511600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -2497813.500000 Penalty: 4900.258789
	Iteration 0F: 3 clusters Score -2497814 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -2502424.000000 Penalty: 4900.258789
	Iteration 1F: 3 clusters Score -2502424 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2502888.000000 Penalty: 4900.258789
	Iteration 2F: 3 clusters Score -2502888 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -2503327.500000 Penalty: 4900.258789
	Iteration 3F: 3 clusters Score -2503328 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2503802.500000 Penalty: 4900.258789
	Iteration 4Q: 3 clusters Score -2503802 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2504304.000000 Penalty: 4900.258789
	Iteration 5Q: 3 clusters Score -2504304 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -2504796.000000 Penalty: 4900.258789
	Iteration 6Q: 3 clusters Score -2504796 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -2505293.250000 Penalty: 4900.258789
	Iteration 7Q: 3 clusters Score -2505293 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -2505788.000000 Penalty: 4900.258789
	Iteration 8Q: 3 clusters Score -2505788 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -2506305.750000 Penalty: 4900.258789
	Iteration 9Q: 3 clusters Score -2506306 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -2506799.250000 Penalty: 4900.258789
	Iteration 10Q: 3 clusters Score -2506799 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -2507254.000000 Penalty: 4900.258789
	Iteration 11Q: 3 clusters Score -2507254 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2507627.750000 Penalty: 4900.258789
	Iteration 12Q: 3 clusters Score -2507628 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -2507980.750000 Penalty: 4900.258789
	Iteration 13Q: 3 clusters Score -2507981 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -2508338.250000 Penalty: 4900.258789
	Iteration 14Q: 3 clusters Score -2508338 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -2508630.000000 Penalty: 4900.258789
	Iteration 15Q: 3 clusters Score -2508630 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -2508875.500000 Penalty: 4900.258789
	Iteration 16Q: 3 clusters Score -2508876 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2509074.250000 Penalty: 4900.258789
	Iteration 17Q: 3 clusters Score -2509074 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -2509197.500000 Penalty: 4900.258789
	Iteration 18Q: 3 clusters Score -2509198 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2509292.000000 Penalty: 4900.258789
	Iteration 19Q: 3 clusters Score -2509292 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -2509370.000000 Penalty: 4900.258789
	Iteration 20F: 3 clusters Score -2509370 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -2509399.250000 Penalty: 4900.258789
	Iteration 21Q: 3 clusters Score -2509399 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -2509421.250000 Penalty: 4900.258789
	Iteration 22Q: 3 clusters Score -2509421 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -2509448.250000 Penalty: 4900.258789
	Iteration 23Q: 3 clusters Score -2509448 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2509472.750000 Penalty: 4900.258789
	Iteration 24Q: 3 clusters Score -2509473 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -2509493.750000 Penalty: 4900.258789
	Iteration 25Q: 3 clusters Score -2509494 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -2509507.250000 Penalty: 4900.258789
	Iteration 26Q: 3 clusters Score -2509507 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -2509515.250000 Penalty: 4900.258789
	Iteration 27Q: 3 clusters Score -2509515 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -2509522.250000 Penalty: 4900.258789
	Iteration 28Q: 3 clusters Score -2509522 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -2509532.750000 Penalty: 4900.258789
	Iteration 29Q: 3 clusters Score -2509533 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -2509539.500000 Penalty: 4900.258789
	Iteration 30Q: 3 clusters Score -2509540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -2509541.000000 Penalty: 4900.258789
	Iteration 31Q: 3 clusters Score -2509541 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -2509541.000000 Penalty: 4900.258789
	Iteration 32Q: 3 clusters Score -2509541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -2509546.000000 Penalty: 4900.258789
	Iteration 33Q: 3 clusters Score -2509546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -2509554.000000 Penalty: 4900.258789
	Iteration 34Q: 3 clusters Score -2509554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -2509558.000000 Penalty: 4900.258789
	Iteration 35Q: 3 clusters Score -2509558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -2509565.250000 Penalty: 4900.258789
	Iteration 36Q: 3 clusters Score -2509565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -2509565.250000 Penalty: 4900.258789
	Iteration 37Q: 3 clusters Score -2509565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -2509562.000000 Penalty: 4900.258789
	Iteration 38Q: 3 clusters Score -2509562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -2509562.000000 Penalty: 4900.258789
	Iteration 39Q: 3 clusters Score -2509562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -2509569.750000 Penalty: 4900.258789
	Iteration 40F: 3 clusters Score -2509570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -2509565.250000 Penalty: 4900.258789
	Iteration 41Q: 3 clusters Score -2509565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -2509569.750000 Penalty: 4900.258789
	Iteration 42Q: 3 clusters Score -2509570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -2509570.500000 Penalty: 4900.258789
	Iteration 43Q: 3 clusters Score -2509570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -2509573.750000 Penalty: 4900.258789
	Iteration 44Q: 3 clusters Score -2509574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -2509575.000000 Penalty: 4900.258789
	Iteration 45Q: 3 clusters Score -2509575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -2509574.500000 Penalty: 4900.258789
	Iteration 46Q: 3 clusters Score -2509574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -2509575.250000 Penalty: 4900.258789
	Iteration 47Q: 3 clusters Score -2509575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2509573.000000 Penalty: 4900.258789
	Iteration 48Q: 3 clusters Score -2509573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -2509574.000000 Penalty: 4900.258789
	Iteration 49Q: 3 clusters Score -2509574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -2509576.250000 Penalty: 4900.258789
	Iteration 50Q: 3 clusters Score -2509576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -2509576.250000 Penalty: 4900.258789
	Iteration 51F: 3 clusters Score -2509576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (208455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208455 members 
Entering Unmasked Estep 
Score: -26334298.000000 Penalty: 3037.374756
	Iteration 0F: 2 clusters Score -2.63343e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103999 members 
Mstep: Class 2 contains 104456 members 
Entering Unmasked Estep 
Score: -26199964.000000 Penalty: 6074.749512
	Iteration 0F: 3 clusters Score -2.619996e+07 nChanged 100176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99779 members 
Mstep: Class 2 contains 108676 members 
Entering Unmasked Estep 
Score: -26259204.000000 Penalty: 6074.749512
	Iteration 1F: 3 clusters Score -2.62592e+07 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96892 members 
Mstep: Class 2 contains 111563 members 
Entering Unmasked Estep 
Score: -26260916.000000 Penalty: 6074.749512
	Iteration 2Q: 3 clusters Score -2.626092e+07 nChanged 7651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92409 members 
Mstep: Class 2 contains 116046 members 
Entering Unmasked Estep 
Score: -26263178.000000 Penalty: 6074.749512
	Iteration 3Q: 3 clusters Score -2.626318e+07 nChanged 9183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85794 members 
Mstep: Class 2 contains 122661 members 
Entering Unmasked Estep 
Score: -26266884.000000 Penalty: 6074.749512
	Iteration 4Q: 3 clusters Score -2.626688e+07 nChanged 11315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76327 members 
Mstep: Class 2 contains 132128 members 
Entering Unmasked Estep 
Score: -26272760.000000 Penalty: 6074.749512
	Iteration 5F: 3 clusters Score -2.627276e+07 nChanged 13511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63910 members 
Mstep: Class 2 contains 144545 members 
Entering Unmasked Estep 
Score: -26281186.000000 Penalty: 6074.749512
	Iteration 6F: 3 clusters Score -2.628119e+07 nChanged 15232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49186 members 
Mstep: Class 2 contains 159269 members 
Entering Unmasked Estep 
Score: -26292144.000000 Penalty: 6074.749512
	Iteration 7F: 3 clusters Score -2.629214e+07 nChanged 15032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 174111 members 
Entering Unmasked Estep 
Score: -26303864.000000 Penalty: 6074.749512
	Iteration 8F: 3 clusters Score -2.630386e+07 nChanged 13056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 187123 members 
Entering Unmasked Estep 
Score: -26314794.000000 Penalty: 6074.749512
	Iteration 9F: 3 clusters Score -2.631479e+07 nChanged 9466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 196585 members 
Entering Unmasked Estep 
Score: -26322746.000000 Penalty: 6074.749512
	Iteration 10Q: 3 clusters Score -2.632275e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 202383 members 
Entering Unmasked Estep 
Score: -26327308.000000 Penalty: 6074.749512
	Iteration 11Q: 3 clusters Score -2.632731e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 205316 members 
Entering Unmasked Estep 
Score: -26329518.000000 Penalty: 6074.749512
	Iteration 12Q: 3 clusters Score -2.632952e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 206682 members 
Entering Unmasked Estep 
Score: -26330638.000000 Penalty: 6074.749512
	Iteration 13Q: 3 clusters Score -2.633064e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 207315 members 
Entering Unmasked Estep 
Score: -26331148.000000 Penalty: 6074.749512
	Iteration 14Q: 3 clusters Score -2.633115e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 207617 members 
Entering Unmasked Estep 
Score: -26331316.000000 Penalty: 6074.749512
	Iteration 15Q: 3 clusters Score -2.633132e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 207771 members 
Entering Unmasked Estep 
Score: -26331434.000000 Penalty: 6074.749512
	Iteration 16Q: 3 clusters Score -2.633143e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 207840 members 
Entering Unmasked Estep 
Score: -26331490.000000 Penalty: 6074.749512
	Iteration 17Q: 3 clusters Score -2.633149e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 207896 members 
Entering Unmasked Estep 
Score: -26331522.000000 Penalty: 6074.749512
	Iteration 18Q: 3 clusters Score -2.633152e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 207938 members 
Entering Unmasked Estep 
Score: -26331590.000000 Penalty: 6074.749512
	Iteration 19Q: 3 clusters Score -2.633159e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 207963 members 
Entering Unmasked Estep 
Score: -26331642.000000 Penalty: 6074.749512
	Iteration 20F: 3 clusters Score -2.633164e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 207972 members 
Entering Unmasked Estep 
Score: -26331668.000000 Penalty: 6074.749512
	Iteration 21Q: 3 clusters Score -2.633167e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 207974 members 
Entering Unmasked Estep 
Score: -26331656.000000 Penalty: 6074.749512
	Iteration 22Q: 3 clusters Score -2.633166e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 207980 members 
Entering Unmasked Estep 
Score: -26331680.000000 Penalty: 6074.749512
	Iteration 23Q: 3 clusters Score -2.633168e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 207988 members 
Entering Unmasked Estep 
Score: -26331674.000000 Penalty: 6074.749512
	Iteration 24Q: 3 clusters Score -2.633167e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 207991 members 
Entering Unmasked Estep 
Score: -26331682.000000 Penalty: 6074.749512
	Iteration 25Q: 3 clusters Score -2.633168e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 207996 members 
Entering Unmasked Estep 
Score: -26331696.000000 Penalty: 6074.749512
	Iteration 26Q: 3 clusters Score -2.63317e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 208001 members 
Entering Unmasked Estep 
Score: -26331686.000000 Penalty: 6074.749512
	Iteration 27Q: 3 clusters Score -2.633169e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 208001 members 
Entering Unmasked Estep 
Score: -26331712.000000 Penalty: 6074.749512
	Iteration 28Q: 3 clusters Score -2.633171e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 208004 members 
Entering Unmasked Estep 
Score: -26331718.000000 Penalty: 6074.749512
	Iteration 29Q: 3 clusters Score -2.633172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 208007 members 
Entering Unmasked Estep 
Score: -26331724.000000 Penalty: 6074.749512
	Iteration 30Q: 3 clusters Score -2.633172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 208013 members 
Entering Unmasked Estep 
Score: -26331714.000000 Penalty: 6074.749512
	Iteration 31Q: 3 clusters Score -2.633171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 208015 members 
Entering Unmasked Estep 
Score: -26331716.000000 Penalty: 6074.749512
	Iteration 32Q: 3 clusters Score -2.633172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 208016 members 
Entering Unmasked Estep 
Score: -26331714.000000 Penalty: 6074.749512
	Iteration 33Q: 3 clusters Score -2.633171e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 208016 members 
Entering Unmasked Estep 
Score: -26331714.000000 Penalty: 6074.749512
	Iteration 34F: 3 clusters Score -2.633171e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Entering Unmasked Estep 
Score: -1303719.625000 Penalty: 2288.247314
	Iteration 0F: 2 clusters Score -1303720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1296004.625000 Penalty: 4576.494629
	Iteration 0F: 3 clusters Score -1296005 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1298309.000000 Penalty: 4576.494629
	Iteration 1F: 3 clusters Score -1298309 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1298633.250000 Penalty: 4576.494629
	Iteration 2F: 3 clusters Score -1298633 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1298875.375000 Penalty: 4576.494629
	Iteration 3Q: 3 clusters Score -1298875 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1299095.500000 Penalty: 4576.494629
	Iteration 4Q: 3 clusters Score -1299096 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1299330.500000 Penalty: 4576.494629
	Iteration 5Q: 3 clusters Score -1299330 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1299551.125000 Penalty: 4576.494629
	Iteration 6Q: 3 clusters Score -1299551 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1299819.500000 Penalty: 4576.494629
	Iteration 7Q: 3 clusters Score -1299820 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1300077.000000 Penalty: 4576.494629
	Iteration 8Q: 3 clusters Score -1300077 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1300345.000000 Penalty: 4576.494629
	Iteration 9Q: 3 clusters Score -1300345 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1300572.375000 Penalty: 4576.494629
	Iteration 10Q: 3 clusters Score -1300572 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1300748.000000 Penalty: 4576.494629
	Iteration 11Q: 3 clusters Score -1300748 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1300924.000000 Penalty: 4576.494629
	Iteration 12Q: 3 clusters Score -1300924 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1301083.750000 Penalty: 4576.494629
	Iteration 13Q: 3 clusters Score -1301084 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1301203.500000 Penalty: 4576.494629
	Iteration 14Q: 3 clusters Score -1301204 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1301290.625000 Penalty: 4576.494629
	Iteration 15Q: 3 clusters Score -1301291 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1301364.250000 Penalty: 4576.494629
	Iteration 16Q: 3 clusters Score -1301364 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1301427.375000 Penalty: 4576.494629
	Iteration 17Q: 3 clusters Score -1301427 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1301465.375000 Penalty: 4576.494629
	Iteration 18Q: 3 clusters Score -1301465 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1301502.875000 Penalty: 4576.494629
	Iteration 19Q: 3 clusters Score -1301503 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1301533.375000 Penalty: 4576.494629
	Iteration 20F: 3 clusters Score -1301533 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1301565.375000 Penalty: 4576.494629
	Iteration 21Q: 3 clusters Score -1301565 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1301592.500000 Penalty: 4576.494629
	Iteration 22Q: 3 clusters Score -1301592 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1301611.250000 Penalty: 4576.494629
	Iteration 23Q: 3 clusters Score -1301611 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1301636.500000 Penalty: 4576.494629
	Iteration 24Q: 3 clusters Score -1301636 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1301654.500000 Penalty: 4576.494629
	Iteration 25Q: 3 clusters Score -1301654 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1301673.625000 Penalty: 4576.494629
	Iteration 26Q: 3 clusters Score -1301674 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1301688.250000 Penalty: 4576.494629
	Iteration 27Q: 3 clusters Score -1301688 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1301708.250000 Penalty: 4576.494629
	Iteration 28Q: 3 clusters Score -1301708 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1301723.875000 Penalty: 4576.494629
	Iteration 29Q: 3 clusters Score -1301724 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1301739.000000 Penalty: 4576.494629
	Iteration 30Q: 3 clusters Score -1301739 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1301754.375000 Penalty: 4576.494629
	Iteration 31Q: 3 clusters Score -1301754 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1301775.125000 Penalty: 4576.494629
	Iteration 32Q: 3 clusters Score -1301775 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1301786.375000 Penalty: 4576.494629
	Iteration 33Q: 3 clusters Score -1301786 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1301805.750000 Penalty: 4576.494629
	Iteration 34Q: 3 clusters Score -1301806 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1301817.625000 Penalty: 4576.494629
	Iteration 35Q: 3 clusters Score -1301818 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1301830.125000 Penalty: 4576.494629
	Iteration 36Q: 3 clusters Score -1301830 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1301844.000000 Penalty: 4576.494629
	Iteration 37Q: 3 clusters Score -1301844 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1301858.125000 Penalty: 4576.494629
	Iteration 38Q: 3 clusters Score -1301858 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1301877.625000 Penalty: 4576.494629
	Iteration 39Q: 3 clusters Score -1301878 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1301890.250000 Penalty: 4576.494629
	Iteration 40F: 3 clusters Score -1301890 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1301906.750000 Penalty: 4576.494629
	Iteration 41Q: 3 clusters Score -1301907 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1301917.000000 Penalty: 4576.494629
	Iteration 42Q: 3 clusters Score -1301917 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1301932.750000 Penalty: 4576.494629
	Iteration 43Q: 3 clusters Score -1301933 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1301942.250000 Penalty: 4576.494629
	Iteration 44Q: 3 clusters Score -1301942 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1301959.875000 Penalty: 4576.494629
	Iteration 45Q: 3 clusters Score -1301960 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1301965.625000 Penalty: 4576.494629
	Iteration 46Q: 3 clusters Score -1301966 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1301974.625000 Penalty: 4576.494629
	Iteration 47Q: 3 clusters Score -1301975 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1301980.375000 Penalty: 4576.494629
	Iteration 48Q: 3 clusters Score -1301980 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1301987.625000 Penalty: 4576.494629
	Iteration 49Q: 3 clusters Score -1301988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1301993.750000 Penalty: 4576.494629
	Iteration 50Q: 3 clusters Score -1301994 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1302001.000000 Penalty: 4576.494629
	Iteration 51Q: 3 clusters Score -1302001 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1302003.375000 Penalty: 4576.494629
	Iteration 52Q: 3 clusters Score -1302003 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1302011.000000 Penalty: 4576.494629
	Iteration 53Q: 3 clusters Score -1302011 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1302012.625000 Penalty: 4576.494629
	Iteration 54Q: 3 clusters Score -1302013 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1302015.875000 Penalty: 4576.494629
	Iteration 55Q: 3 clusters Score -1302016 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1302027.875000 Penalty: 4576.494629
	Iteration 56Q: 3 clusters Score -1302028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1302035.375000 Penalty: 4576.494629
	Iteration 57Q: 3 clusters Score -1302035 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1302043.375000 Penalty: 4576.494629
	Iteration 58Q: 3 clusters Score -1302043 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1302051.125000 Penalty: 4576.494629
	Iteration 59Q: 3 clusters Score -1302051 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1302056.750000 Penalty: 4576.494629
	Iteration 60F: 3 clusters Score -1302057 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1302066.375000 Penalty: 4576.494629
	Iteration 61Q: 3 clusters Score -1302066 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1302070.250000 Penalty: 4576.494629
	Iteration 62Q: 3 clusters Score -1302070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1302079.125000 Penalty: 4576.494629
	Iteration 63Q: 3 clusters Score -1302079 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1302090.875000 Penalty: 4576.494629
	Iteration 64Q: 3 clusters Score -1302091 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1302100.000000 Penalty: 4576.494629
	Iteration 65Q: 3 clusters Score -1302100 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1302107.250000 Penalty: 4576.494629
	Iteration 66Q: 3 clusters Score -1302107 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1302116.500000 Penalty: 4576.494629
	Iteration 67Q: 3 clusters Score -1302116 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1302118.625000 Penalty: 4576.494629
	Iteration 68Q: 3 clusters Score -1302119 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1302132.250000 Penalty: 4576.494629
	Iteration 69Q: 3 clusters Score -1302132 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1302141.875000 Penalty: 4576.494629
	Iteration 70Q: 3 clusters Score -1302142 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1302150.625000 Penalty: 4576.494629
	Iteration 71Q: 3 clusters Score -1302151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1302154.125000 Penalty: 4576.494629
	Iteration 72Q: 3 clusters Score -1302154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1302157.125000 Penalty: 4576.494629
	Iteration 73Q: 3 clusters Score -1302157 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1302160.875000 Penalty: 4576.494629
	Iteration 74Q: 3 clusters Score -1302161 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1302163.625000 Penalty: 4576.494629
	Iteration 75Q: 3 clusters Score -1302164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1302165.125000 Penalty: 4576.494629
	Iteration 76Q: 3 clusters Score -1302165 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1302169.250000 Penalty: 4576.494629
	Iteration 77Q: 3 clusters Score -1302169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1302171.625000 Penalty: 4576.494629
	Iteration 78Q: 3 clusters Score -1302172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1302175.625000 Penalty: 4576.494629
	Iteration 79Q: 3 clusters Score -1302176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1302178.625000 Penalty: 4576.494629
	Iteration 80F: 3 clusters Score -1302179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1302177.250000 Penalty: 4576.494629
	Iteration 81Q: 3 clusters Score -1302177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1302179.250000 Penalty: 4576.494629
	Iteration 82Q: 3 clusters Score -1302179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1302181.125000 Penalty: 4576.494629
	Iteration 83Q: 3 clusters Score -1302181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1302181.125000 Penalty: 4576.494629
	Iteration 84Q: 3 clusters Score -1302181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1302182.250000 Penalty: 4576.494629
	Iteration 85Q: 3 clusters Score -1302182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1302182.500000 Penalty: 4576.494629
	Iteration 86Q: 3 clusters Score -1302182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1302181.875000 Penalty: 4576.494629
	Iteration 87Q: 3 clusters Score -1302182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1302182.750000 Penalty: 4576.494629
	Iteration 88Q: 3 clusters Score -1302183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1302181.250000 Penalty: 4576.494629
	Iteration 89Q: 3 clusters Score -1302181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1302181.250000 Penalty: 4576.494629
	Iteration 90F: 3 clusters Score -1302181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9259 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6465 members 
Mstep: Class 10 contains 19681 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4977 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30448 members 
Mstep: Class 15 contains 94051 members 
Mstep: Class 16 contains 25508 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19571 members 
Mstep: Class 20 contains 4044 members 
Mstep: Class 21 contains 19527 members 
Mstep: Class 22 contains 208455 members 
Mstep: Class 23 contains 10166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719984.000000 Penalty: 74389.843750
Iteration 479Q: 24 clusters Score -5.771998e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9259 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6465 members 
Mstep: Class 10 contains 19681 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4977 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30449 members 
Mstep: Class 15 contains 94048 members 
Mstep: Class 16 contains 25508 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19571 members 
Mstep: Class 20 contains 4050 members 
Mstep: Class 21 contains 19528 members 
Mstep: Class 22 contains 208450 members 
Mstep: Class 23 contains 10166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719984.000000 Penalty: 74389.843750
Iteration 480F: 24 clusters Score -5.771998e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9259 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6465 members 
Mstep: Class 10 contains 19681 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4977 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30445 members 
Mstep: Class 15 contains 94051 members 
Mstep: Class 16 contains 25510 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19571 members 
Mstep: Class 20 contains 4055 members 
Mstep: Class 21 contains 19527 members 
Mstep: Class 22 contains 208445 members 
Mstep: Class 23 contains 10166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719980.000000 Penalty: 74389.843750
Iteration 481Q: 24 clusters Score -5.771998e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9259 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 19681 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4977 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30441 members 
Mstep: Class 15 contains 94053 members 
Mstep: Class 16 contains 25512 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19571 members 
Mstep: Class 20 contains 4060 members 
Mstep: Class 21 contains 19527 members 
Mstep: Class 22 contains 208439 members 
Mstep: Class 23 contains 10166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719968.000000 Penalty: 74389.843750
Iteration 482Q: 24 clusters Score -5.771997e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9259 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6465 members 
Mstep: Class 10 contains 19680 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4977 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30437 members 
Mstep: Class 15 contains 94055 members 
Mstep: Class 16 contains 25513 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19571 members 
Mstep: Class 20 contains 4061 members 
Mstep: Class 21 contains 19527 members 
Mstep: Class 22 contains 208441 members 
Mstep: Class 23 contains 10166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719956.000000 Penalty: 74389.843750
Iteration 483Q: 24 clusters Score -5.771996e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9259 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 19681 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4977 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30435 members 
Mstep: Class 15 contains 94057 members 
Mstep: Class 16 contains 25513 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19570 members 
Mstep: Class 20 contains 4063 members 
Mstep: Class 21 contains 19527 members 
Mstep: Class 22 contains 208437 members 
Mstep: Class 23 contains 10167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719960.000000 Penalty: 74389.843750
Iteration 484Q: 24 clusters Score -5.771996e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9259 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 19681 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4977 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30435 members 
Mstep: Class 15 contains 94060 members 
Mstep: Class 16 contains 25512 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19569 members 
Mstep: Class 20 contains 4065 members 
Mstep: Class 21 contains 19527 members 
Mstep: Class 22 contains 208435 members 
Mstep: Class 23 contains 10166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719944.000000 Penalty: 74389.843750
Iteration 485Q: 24 clusters Score -5.771994e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9259 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 19681 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4978 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30433 members 
Mstep: Class 15 contains 94062 members 
Mstep: Class 16 contains 25512 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19568 members 
Mstep: Class 20 contains 4067 members 
Mstep: Class 21 contains 19527 members 
Mstep: Class 22 contains 208432 members 
Mstep: Class 23 contains 10167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719972.000000 Penalty: 74389.843750
Iteration 486Q: 24 clusters Score -5.771997e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9258 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 19682 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4981 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30434 members 
Mstep: Class 15 contains 94065 members 
Mstep: Class 16 contains 25511 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19567 members 
Mstep: Class 20 contains 4070 members 
Mstep: Class 21 contains 19527 members 
Mstep: Class 22 contains 208425 members 
Mstep: Class 23 contains 10166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719960.000000 Penalty: 74389.843750
Iteration 487Q: 24 clusters Score -5.771996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9258 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 19682 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4982 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30434 members 
Mstep: Class 15 contains 94069 members 
Mstep: Class 16 contains 25511 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19567 members 
Mstep: Class 20 contains 4072 members 
Mstep: Class 21 contains 19527 members 
Mstep: Class 22 contains 208419 members 
Mstep: Class 23 contains 10165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719960.000000 Penalty: 74389.843750
Iteration 488Q: 24 clusters Score -5.771996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9258 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 19682 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4982 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30435 members 
Mstep: Class 15 contains 94070 members 
Mstep: Class 16 contains 25512 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19567 members 
Mstep: Class 20 contains 4074 members 
Mstep: Class 21 contains 19527 members 
Mstep: Class 22 contains 208414 members 
Mstep: Class 23 contains 10165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719976.000000 Penalty: 74389.843750
Iteration 489Q: 24 clusters Score -5.771998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9258 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 19682 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4982 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30435 members 
Mstep: Class 15 contains 94070 members 
Mstep: Class 16 contains 25512 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19568 members 
Mstep: Class 20 contains 4075 members 
Mstep: Class 21 contains 19527 members 
Mstep: Class 22 contains 208412 members 
Mstep: Class 23 contains 10165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719960.000000 Penalty: 74389.843750
Iteration 490Q: 24 clusters Score -5.771996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9258 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 19682 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4982 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30436 members 
Mstep: Class 15 contains 94071 members 
Mstep: Class 16 contains 25511 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19568 members 
Mstep: Class 20 contains 4076 members 
Mstep: Class 21 contains 19527 members 
Mstep: Class 22 contains 208410 members 
Mstep: Class 23 contains 10165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57720012.000000 Penalty: 74389.843750
Iteration 491Q: 24 clusters Score -5.772001e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9258 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 19682 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4982 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30437 members 
Mstep: Class 15 contains 94073 members 
Mstep: Class 16 contains 25512 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19569 members 
Mstep: Class 20 contains 4077 members 
Mstep: Class 21 contains 19527 members 
Mstep: Class 22 contains 208404 members 
Mstep: Class 23 contains 10165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57720012.000000 Penalty: 74389.843750
Iteration 492Q: 24 clusters Score -5.772001e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9258 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 19682 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4982 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30437 members 
Mstep: Class 15 contains 94076 members 
Mstep: Class 16 contains 25512 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19569 members 
Mstep: Class 20 contains 4077 members 
Mstep: Class 21 contains 19527 members 
Mstep: Class 22 contains 208401 members 
Mstep: Class 23 contains 10165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57720004.000000 Penalty: 74389.843750
Iteration 493Q: 24 clusters Score -5.772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9258 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 19682 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4982 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30438 members 
Mstep: Class 15 contains 94076 members 
Mstep: Class 16 contains 25512 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19569 members 
Mstep: Class 20 contains 4077 members 
Mstep: Class 21 contains 19527 members 
Mstep: Class 22 contains 208400 members 
Mstep: Class 23 contains 10165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57720000.000000 Penalty: 74389.843750
Iteration 494Q: 24 clusters Score -5.772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9258 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 19683 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4982 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30438 members 
Mstep: Class 15 contains 94077 members 
Mstep: Class 16 contains 25512 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19569 members 
Mstep: Class 20 contains 4077 members 
Mstep: Class 21 contains 19527 members 
Mstep: Class 22 contains 208398 members 
Mstep: Class 23 contains 10165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57720000.000000 Penalty: 74389.843750
Iteration 495Q: 24 clusters Score -5.772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9258 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 19683 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4982 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30438 members 
Mstep: Class 15 contains 94079 members 
Mstep: Class 16 contains 25512 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19569 members 
Mstep: Class 20 contains 4077 members 
Mstep: Class 21 contains 19527 members 
Mstep: Class 22 contains 208396 members 
Mstep: Class 23 contains 10165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719992.000000 Penalty: 74389.843750
Iteration 496Q: 24 clusters Score -5.771999e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9258 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 19683 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4982 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30438 members 
Mstep: Class 15 contains 94079 members 
Mstep: Class 16 contains 25512 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19569 members 
Mstep: Class 20 contains 4077 members 
Mstep: Class 21 contains 19527 members 
Mstep: Class 22 contains 208396 members 
Mstep: Class 23 contains 10165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57719992.000000 Penalty: 74389.843750
Iteration 497F: 24 clusters Score -5.771999e+07 nChanged 0
Entering ConstructFrom: 
Score: -57719992.000000 Penalty: 74389.843750
Entering ConstructFrom: 
Trying to split cluster 1 (405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Entering Unmasked Estep 
Score: -46952.304688 Penalty: 1488.963989
	Iteration 0F: 2 clusters Score -46952.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -45552.203125 Penalty: 2977.927979
	Iteration 0F: 3 clusters Score -45552.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45729.261719 Penalty: 2977.927979
	Iteration 1F: 3 clusters Score -45729.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -45810.312500 Penalty: 2977.927979
	Iteration 2F: 3 clusters Score -45810.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -45833.542969 Penalty: 2977.927979
	Iteration 3Q: 3 clusters Score -45833.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -45854.316406 Penalty: 2977.927979
	Iteration 4Q: 3 clusters Score -45854.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -45861.609375 Penalty: 2977.927979
	Iteration 5Q: 3 clusters Score -45861.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -45865.648438 Penalty: 2977.927979
	Iteration 6Q: 3 clusters Score -45865.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -45872.742188 Penalty: 2977.927979
	Iteration 7Q: 3 clusters Score -45872.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45883.464844 Penalty: 2977.927979
	Iteration 8Q: 3 clusters Score -45883.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -45888.792969 Penalty: 2977.927979
	Iteration 9Q: 3 clusters Score -45888.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45892.734375 Penalty: 2977.927979
	Iteration 10Q: 3 clusters Score -45892.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45896.769531 Penalty: 2977.927979
	Iteration 11Q: 3 clusters Score -45896.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45897.730469 Penalty: 2977.927979
	Iteration 12Q: 3 clusters Score -45897.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -45899.414062 Penalty: 2977.927979
	Iteration 13Q: 3 clusters Score -45899.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -45903.027344 Penalty: 2977.927979
	Iteration 14Q: 3 clusters Score -45903.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -45909.000000 Penalty: 2977.927979
	Iteration 15Q: 3 clusters Score -45909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -45911.121094 Penalty: 2977.927979
	Iteration 16Q: 3 clusters Score -45911.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -45912.996094 Penalty: 2977.927979
	Iteration 17Q: 3 clusters Score -45913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -45912.996094 Penalty: 2977.927979
	Iteration 18F: 3 clusters Score -45913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -59214.046875 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -59214.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -57642.804688 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -57642.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -57950.187500 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -57950.19 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -58325.308594 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -58325.31 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -58543.125000 Penalty: 3115.076416
	Iteration 3F: 3 clusters Score -58543.12 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -58989.828125 Penalty: 3115.076416
	Iteration 4F: 3 clusters Score -58989.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -59171.722656 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -59171.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -59221.273438 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -59221.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -59237.972656 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -59237.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -59241.496094 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -59241.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -59241.496094 Penalty: 3115.076416
	Iteration 9F: 3 clusters Score -59241.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 388 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9258 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 19683 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4982 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30438 members 
Mstep: Class 15 contains 94079 members 
Mstep: Class 16 contains 25512 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19569 members 
Mstep: Class 20 contains 4077 members 
Mstep: Class 21 contains 19527 members 
Mstep: Class 22 contains 208396 members 
Mstep: Class 23 contains 10165 members 
Mstep: Class 24 contains 146 members 
Entering Unmasked Estep 
Score: -57718348.000000 Penalty: 77624.179688
Splitting cluster 2 changes total score from -57719992.000000 to -57718348.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Entering Unmasked Estep 
Score: -69079.179688 Penalty: 1611.200195
	Iteration 0F: 2 clusters Score -69079.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -67429.507812 Penalty: 3222.400391
	Iteration 0F: 3 clusters Score -67429.51 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -67732.890625 Penalty: 3222.400391
	Iteration 1F: 3 clusters Score -67732.89 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -67934.171875 Penalty: 3222.400391
	Iteration 2F: 3 clusters Score -67934.17 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -68130.375000 Penalty: 3222.400391
	Iteration 3F: 3 clusters Score -68130.38 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -68267.968750 Penalty: 3222.400391
	Iteration 4F: 3 clusters Score -68267.97 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -68382.710938 Penalty: 3222.400391
	Iteration 5Q: 3 clusters Score -68382.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -68519.757812 Penalty: 3222.400391
	Iteration 6Q: 3 clusters Score -68519.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -68592.703125 Penalty: 3222.400391
	Iteration 7Q: 3 clusters Score -68592.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -68654.687500 Penalty: 3222.400391
	Iteration 8Q: 3 clusters Score -68654.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -68689.765625 Penalty: 3222.400391
	Iteration 9Q: 3 clusters Score -68689.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -68723.679688 Penalty: 3222.400391
	Iteration 10Q: 3 clusters Score -68723.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -68739.210938 Penalty: 3222.400391
	Iteration 11Q: 3 clusters Score -68739.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -68761.656250 Penalty: 3222.400391
	Iteration 12Q: 3 clusters Score -68761.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -68784.250000 Penalty: 3222.400391
	Iteration 13Q: 3 clusters Score -68784.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -68794.382812 Penalty: 3222.400391
	Iteration 14Q: 3 clusters Score -68794.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -68798.992188 Penalty: 3222.400391
	Iteration 15Q: 3 clusters Score -68798.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -68820.281250 Penalty: 3222.400391
	Iteration 16Q: 3 clusters Score -68820.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -68838.101562 Penalty: 3222.400391
	Iteration 17Q: 3 clusters Score -68838.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -68846.148438 Penalty: 3222.400391
	Iteration 18Q: 3 clusters Score -68846.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -68853.679688 Penalty: 3222.400391
	Iteration 19Q: 3 clusters Score -68853.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -68864.070312 Penalty: 3222.400391
	Iteration 20F: 3 clusters Score -68864.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -68875.703125 Penalty: 3222.400391
	Iteration 21Q: 3 clusters Score -68875.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -68895.585938 Penalty: 3222.400391
	Iteration 22Q: 3 clusters Score -68895.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -68941.687500 Penalty: 3222.400391
	Iteration 23Q: 3 clusters Score -68941.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -68996.023438 Penalty: 3222.400391
	Iteration 24Q: 3 clusters Score -68996.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -69035.523438 Penalty: 3222.400391
	Iteration 25Q: 3 clusters Score -69035.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -69063.726562 Penalty: 3222.400391
	Iteration 26Q: 3 clusters Score -69063.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -69073.421875 Penalty: 3222.400391
	Iteration 27Q: 3 clusters Score -69073.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -69079.367188 Penalty: 3222.400391
	Iteration 28Q: 3 clusters Score -69079.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -69087.062500 Penalty: 3222.400391
	Iteration 29Q: 3 clusters Score -69087.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -69088.562500 Penalty: 3222.400391
	Iteration 30Q: 3 clusters Score -69088.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -69091.710938 Penalty: 3222.400391
	Iteration 31Q: 3 clusters Score -69091.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -69091.710938 Penalty: 3222.400391
	Iteration 32F: 3 clusters Score -69091.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 260 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 9258 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 19683 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4982 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 30438 members 
Mstep: Class 15 contains 94079 members 
Mstep: Class 16 contains 25512 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 19569 members 
Mstep: Class 20 contains 4077 members 
Mstep: Class 21 contains 19527 members 
Mstep: Class 22 contains 208396 members 
Mstep: Class 23 contains 10165 members 
Mstep: Class 24 contains 403 members 
Entering Unmasked Estep 
Score: -57718460.000000 Penalty: 77624.179688
Splitting cluster 3 changes total score from -57719992.000000 to -57718460.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Entering Unmasked Estep 
Score: -161381.859375 Penalty: 1775.697144
	Iteration 0F: 2 clusters Score -161381.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -159203.640625 Penalty: 3551.394287
	Iteration 0F: 3 clusters Score -159203.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -159560.546875 Penalty: 3551.394287
	Iteration 1F: 3 clusters Score -159560.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -159662.312500 Penalty: 3551.394287
	Iteration 2F: 3 clusters Score -159662.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -159701.703125 Penalty: 3551.394287
	Iteration 3Q: 3 clusters Score -159701.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -159727.109375 Penalty: 3551.394287
	Iteration 4Q: 3 clusters Score -159727.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -159738.093750 Penalty: 3551.394287
	Iteration 5Q: 3 clusters Score -159738.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -159752.468750 Penalty: 3551.394287
	Iteration 6Q: 3 clusters Score -159752.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -159756.390625 Penalty: 3551.394287
	Iteration 7Q: 3 clusters Score -159756.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -159759.578125 Penalty: 3551.394287
	Iteration 8Q: 3 clusters Score -159759.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -159760.093750 Penalty: 3551.394287
	Iteration 9Q: 3 clusters Score -159760.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -159760.093750 Penalty: 3551.394287
	Iteration 10F: 3 clusters Score -159760.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -77250.773438 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -77250.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -75634.804688 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -75634.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -75818.093750 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -75818.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -75848.156250 Penalty: 3193.125000
	Iteration 2Q: 3 clusters Score -75848.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -75866.796875 Penalty: 3193.125000
	Iteration 3Q: 3 clusters Score -75866.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -75877.031250 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -75877.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -75881.390625 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -75881.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -75883.937500 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -75883.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -75884.640625 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -75884.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -75884.640625 Penalty: 3193.125000
	Iteration 8F: 3 clusters Score -75884.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -45316.953125 Penalty: 1497.391968
	Iteration 0F: 2 clusters Score -45316.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -43992.441406 Penalty: 2994.783936
	Iteration 0F: 3 clusters Score -43992.44 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -44263.039062 Penalty: 2994.783936
	Iteration 1F: 3 clusters Score -44263.04 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -44462.695312 Penalty: 2994.783936
	Iteration 2F: 3 clusters Score -44462.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -44597.699219 Penalty: 2994.783936
	Iteration 3Q: 3 clusters Score -44597.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -44731.105469 Penalty: 2994.783936
	Iteration 4Q: 3 clusters Score -44731.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -44758.597656 Penalty: 2994.783936
	Iteration 5Q: 3 clusters Score -44758.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -44782.363281 Penalty: 2994.783936
	Iteration 6Q: 3 clusters Score -44782.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -44802.945312 Penalty: 2994.783936
	Iteration 7Q: 3 clusters Score -44802.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -44814.585938 Penalty: 2994.783936
	Iteration 8Q: 3 clusters Score -44814.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -44814.585938 Penalty: 2994.783936
	Iteration 9F: 3 clusters Score -44814.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Entering Unmasked Estep 
Score: -1197332.250000 Penalty: 2265.044434
	Iteration 0F: 2 clusters Score -1197332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1190112.500000 Penalty: 4530.088867
	Iteration 0F: 3 clusters Score -1190112 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1192133.375000 Penalty: 4530.088867
	Iteration 1F: 3 clusters Score -1192133 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1192459.500000 Penalty: 4530.088867
	Iteration 2F: 3 clusters Score -1192460 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1192652.500000 Penalty: 4530.088867
	Iteration 3F: 3 clusters Score -1192652 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1192789.500000 Penalty: 4530.088867
	Iteration 4Q: 3 clusters Score -1192790 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1192896.750000 Penalty: 4530.088867
	Iteration 5Q: 3 clusters Score -1192897 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1192975.375000 Penalty: 4530.088867
	Iteration 6Q: 3 clusters Score -1192975 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1193053.625000 Penalty: 4530.088867
	Iteration 7Q: 3 clusters Score -1193054 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1193112.250000 Penalty: 4530.088867
	Iteration 8Q: 3 clusters Score -1193112 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1193166.625000 Penalty: 4530.088867
	Iteration 9Q: 3 clusters Score -1193167 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1193208.125000 Penalty: 4530.088867
	Iteration 10Q: 3 clusters Score -1193208 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1193242.750000 Penalty: 4530.088867
	Iteration 11Q: 3 clusters Score -1193243 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1193271.000000 Penalty: 4530.088867
	Iteration 12Q: 3 clusters Score -1193271 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1193305.250000 Penalty: 4530.088867
	Iteration 13Q: 3 clusters Score -1193305 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1193342.625000 Penalty: 4530.088867
	Iteration 14Q: 3 clusters Score -1193343 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1193393.250000 Penalty: 4530.088867
	Iteration 15Q: 3 clusters Score -1193393 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1193437.750000 Penalty: 4530.088867
	Iteration 16Q: 3 clusters Score -1193438 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1193478.250000 Penalty: 4530.088867
	Iteration 17Q: 3 clusters Score -1193478 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1193537.875000 Penalty: 4530.088867
	Iteration 18Q: 3 clusters Score -1193538 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1193616.250000 Penalty: 4530.088867
	Iteration 19Q: 3 clusters Score -1193616 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1193703.250000 Penalty: 4530.088867
	Iteration 20F: 3 clusters Score -1193703 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1193798.250000 Penalty: 4530.088867
	Iteration 21Q: 3 clusters Score -1193798 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1193887.000000 Penalty: 4530.088867
	Iteration 22Q: 3 clusters Score -1193887 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1193993.875000 Penalty: 4530.088867
	Iteration 23Q: 3 clusters Score -1193994 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1194118.375000 Penalty: 4530.088867
	Iteration 24Q: 3 clusters Score -1194118 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1194271.125000 Penalty: 4530.088867
	Iteration 25Q: 3 clusters Score -1194271 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1194426.250000 Penalty: 4530.088867
	Iteration 26Q: 3 clusters Score -1194426 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1194576.500000 Penalty: 4530.088867
	Iteration 27Q: 3 clusters Score -1194576 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1194701.125000 Penalty: 4530.088867
	Iteration 28Q: 3 clusters Score -1194701 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1194792.250000 Penalty: 4530.088867
	Iteration 29Q: 3 clusters Score -1194792 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1194872.000000 Penalty: 4530.088867
	Iteration 30Q: 3 clusters Score -1194872 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1194928.875000 Penalty: 4530.088867
	Iteration 31Q: 3 clusters Score -1194929 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1194973.125000 Penalty: 4530.088867
	Iteration 32Q: 3 clusters Score -1194973 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1195002.750000 Penalty: 4530.088867
	Iteration 33Q: 3 clusters Score -1195003 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1195028.625000 Penalty: 4530.088867
	Iteration 34Q: 3 clusters Score -1195029 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1195053.125000 Penalty: 4530.088867
	Iteration 35Q: 3 clusters Score -1195053 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1195070.125000 Penalty: 4530.088867
	Iteration 36Q: 3 clusters Score -1195070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1195075.000000 Penalty: 4530.088867
	Iteration 37Q: 3 clusters Score -1195075 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1195083.875000 Penalty: 4530.088867
	Iteration 38Q: 3 clusters Score -1195084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1195090.125000 Penalty: 4530.088867
	Iteration 39Q: 3 clusters Score -1195090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1195099.250000 Penalty: 4530.088867
	Iteration 40F: 3 clusters Score -1195099 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1195113.250000 Penalty: 4530.088867
	Iteration 41Q: 3 clusters Score -1195113 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1195118.625000 Penalty: 4530.088867
	Iteration 42Q: 3 clusters Score -1195119 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1195132.000000 Penalty: 4530.088867
	Iteration 43Q: 3 clusters Score -1195132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1195138.250000 Penalty: 4530.088867
	Iteration 44Q: 3 clusters Score -1195138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1195146.625000 Penalty: 4530.088867
	Iteration 45Q: 3 clusters Score -1195147 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1195151.625000 Penalty: 4530.088867
	Iteration 46Q: 3 clusters Score -1195152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1195164.500000 Penalty: 4530.088867
	Iteration 47Q: 3 clusters Score -1195164 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1195173.625000 Penalty: 4530.088867
	Iteration 48Q: 3 clusters Score -1195174 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1195185.125000 Penalty: 4530.088867
	Iteration 49Q: 3 clusters Score -1195185 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1195187.625000 Penalty: 4530.088867
	Iteration 50Q: 3 clusters Score -1195188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1195190.125000 Penalty: 4530.088867
	Iteration 51Q: 3 clusters Score -1195190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1195193.500000 Penalty: 4530.088867
	Iteration 52Q: 3 clusters Score -1195194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1195201.625000 Penalty: 4530.088867
	Iteration 53Q: 3 clusters Score -1195202 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1195209.000000 Penalty: 4530.088867
	Iteration 54Q: 3 clusters Score -1195209 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1195219.750000 Penalty: 4530.088867
	Iteration 55Q: 3 clusters Score -1195220 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1195228.125000 Penalty: 4530.088867
	Iteration 56Q: 3 clusters Score -1195228 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1195241.250000 Penalty: 4530.088867
	Iteration 57Q: 3 clusters Score -1195241 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1195250.500000 Penalty: 4530.088867
	Iteration 58Q: 3 clusters Score -1195250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1195257.500000 Penalty: 4530.088867
	Iteration 59Q: 3 clusters Score -1195258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1195269.375000 Penalty: 4530.088867
	Iteration 60F: 3 clusters Score -1195269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1195274.000000 Penalty: 4530.088867
	Iteration 61Q: 3 clusters Score -1195274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1195280.125000 Penalty: 4530.088867
	Iteration 62Q: 3 clusters Score -1195280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1195288.250000 Penalty: 4530.088867
	Iteration 63Q: 3 clusters Score -1195288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1195293.625000 Penalty: 4530.088867
	Iteration 64Q: 3 clusters Score -1195294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1195292.875000 Penalty: 4530.088867
	Iteration 65Q: 3 clusters Score -1195293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1195294.750000 Penalty: 4530.088867
	Iteration 66Q: 3 clusters Score -1195295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1195296.000000 Penalty: 4530.088867
	Iteration 67Q: 3 clusters Score -1195296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1195298.125000 Penalty: 4530.088867
	Iteration 68Q: 3 clusters Score -1195298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1195299.625000 Penalty: 4530.088867
	Iteration 69Q: 3 clusters Score -1195300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1195301.375000 Penalty: 4530.088867
	Iteration 70Q: 3 clusters Score -1195301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1195300.500000 Penalty: 4530.088867
	Iteration 71Q: 3 clusters Score -1195300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1195300.500000 Penalty: 4530.088867
	Iteration 72F: 3 clusters Score -1195300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Entering Unmasked Estep 
Score: -178608.500000 Penalty: 1800.086304
	Iteration 0F: 2 clusters Score -178608.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -176374.187500 Penalty: 3600.172607
	Iteration 0F: 3 clusters Score -176374.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -176760.781250 Penalty: 3600.172607
	Iteration 1F: 3 clusters Score -176760.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -176876.718750 Penalty: 3600.172607
	Iteration 2F: 3 clusters Score -176876.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -176937.453125 Penalty: 3600.172607
	Iteration 3Q: 3 clusters Score -176937.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -176971.546875 Penalty: 3600.172607
	Iteration 4Q: 3 clusters Score -176971.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -176988.937500 Penalty: 3600.172607
	Iteration 5Q: 3 clusters Score -176988.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -177006.250000 Penalty: 3600.172607
	Iteration 6Q: 3 clusters Score -177006.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -177014.265625 Penalty: 3600.172607
	Iteration 7Q: 3 clusters Score -177014.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -177021.656250 Penalty: 3600.172607
	Iteration 8Q: 3 clusters Score -177021.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -177029.125000 Penalty: 3600.172607
	Iteration 9Q: 3 clusters Score -177029.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -177041.390625 Penalty: 3600.172607
	Iteration 10Q: 3 clusters Score -177041.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -177053.843750 Penalty: 3600.172607
	Iteration 11Q: 3 clusters Score -177053.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -177063.000000 Penalty: 3600.172607
	Iteration 12Q: 3 clusters Score -177063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -177075.437500 Penalty: 3600.172607
	Iteration 13Q: 3 clusters Score -177075.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -177088.343750 Penalty: 3600.172607
	Iteration 14Q: 3 clusters Score -177088.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -177099.296875 Penalty: 3600.172607
	Iteration 15Q: 3 clusters Score -177099.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -177109.421875 Penalty: 3600.172607
	Iteration 16Q: 3 clusters Score -177109.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -177136.609375 Penalty: 3600.172607
	Iteration 17Q: 3 clusters Score -177136.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -177157.953125 Penalty: 3600.172607
	Iteration 18Q: 3 clusters Score -177158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -177167.187500 Penalty: 3600.172607
	Iteration 19Q: 3 clusters Score -177167.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -177173.906250 Penalty: 3600.172607
	Iteration 20F: 3 clusters Score -177173.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -177180.062500 Penalty: 3600.172607
	Iteration 21Q: 3 clusters Score -177180.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -177188.750000 Penalty: 3600.172607
	Iteration 22Q: 3 clusters Score -177188.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -177200.843750 Penalty: 3600.172607
	Iteration 23Q: 3 clusters Score -177200.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -177213.140625 Penalty: 3600.172607
	Iteration 24Q: 3 clusters Score -177213.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -177218.968750 Penalty: 3600.172607
	Iteration 25Q: 3 clusters Score -177219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -177222.687500 Penalty: 3600.172607
	Iteration 26Q: 3 clusters Score -177222.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -177226.140625 Penalty: 3600.172607
	Iteration 27Q: 3 clusters Score -177226.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -177228.859375 Penalty: 3600.172607
	Iteration 28Q: 3 clusters Score -177228.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -177231.500000 Penalty: 3600.172607
	Iteration 29Q: 3 clusters Score -177231.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -177233.578125 Penalty: 3600.172607
	Iteration 30Q: 3 clusters Score -177233.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -177234.593750 Penalty: 3600.172607
	Iteration 31Q: 3 clusters Score -177234.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -177234.593750 Penalty: 3600.172607
	Iteration 32F: 3 clusters Score -177234.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Entering Unmasked Estep 
Score: -825381.312500 Penalty: 2176.029541
	Iteration 0F: 2 clusters Score -825381.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -819938.875000 Penalty: 4352.059082
	Iteration 0F: 3 clusters Score -819938.9 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -821233.500000 Penalty: 4352.059082
	Iteration 1F: 3 clusters Score -821233.5 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -821472.312500 Penalty: 4352.059082
	Iteration 2F: 3 clusters Score -821472.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -821655.187500 Penalty: 4352.059082
	Iteration 3F: 3 clusters Score -821655.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -821801.437500 Penalty: 4352.059082
	Iteration 4Q: 3 clusters Score -821801.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -821927.562500 Penalty: 4352.059082
	Iteration 5Q: 3 clusters Score -821927.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -822048.250000 Penalty: 4352.059082
	Iteration 6Q: 3 clusters Score -822048.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -822164.000000 Penalty: 4352.059082
	Iteration 7Q: 3 clusters Score -822164 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -822248.812500 Penalty: 4352.059082
	Iteration 8Q: 3 clusters Score -822248.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -822349.437500 Penalty: 4352.059082
	Iteration 9Q: 3 clusters Score -822349.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -822449.812500 Penalty: 4352.059082
	Iteration 10Q: 3 clusters Score -822449.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -822541.937500 Penalty: 4352.059082
	Iteration 11Q: 3 clusters Score -822541.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -822658.312500 Penalty: 4352.059082
	Iteration 12Q: 3 clusters Score -822658.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -822771.500000 Penalty: 4352.059082
	Iteration 13Q: 3 clusters Score -822771.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -822868.625000 Penalty: 4352.059082
	Iteration 14Q: 3 clusters Score -822868.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -822965.812500 Penalty: 4352.059082
	Iteration 15Q: 3 clusters Score -822965.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -823051.625000 Penalty: 4352.059082
	Iteration 16Q: 3 clusters Score -823051.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -823122.625000 Penalty: 4352.059082
	Iteration 17Q: 3 clusters Score -823122.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -823186.812500 Penalty: 4352.059082
	Iteration 18Q: 3 clusters Score -823186.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -823250.437500 Penalty: 4352.059082
	Iteration 19Q: 3 clusters Score -823250.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -823307.937500 Penalty: 4352.059082
	Iteration 20F: 3 clusters Score -823307.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -823343.687500 Penalty: 4352.059082
	Iteration 21Q: 3 clusters Score -823343.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -823372.125000 Penalty: 4352.059082
	Iteration 22Q: 3 clusters Score -823372.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -823399.687500 Penalty: 4352.059082
	Iteration 23Q: 3 clusters Score -823399.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -823418.125000 Penalty: 4352.059082
	Iteration 24Q: 3 clusters Score -823418.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -823429.437500 Penalty: 4352.059082
	Iteration 25Q: 3 clusters Score -823429.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -823436.125000 Penalty: 4352.059082
	Iteration 26Q: 3 clusters Score -823436.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -823441.937500 Penalty: 4352.059082
	Iteration 27Q: 3 clusters Score -823441.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -823448.000000 Penalty: 4352.059082
	Iteration 28Q: 3 clusters Score -823448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -823451.187500 Penalty: 4352.059082
	Iteration 29Q: 3 clusters Score -823451.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -823460.250000 Penalty: 4352.059082
	Iteration 30Q: 3 clusters Score -823460.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -823462.437500 Penalty: 4352.059082
	Iteration 31Q: 3 clusters Score -823462.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -823462.500000 Penalty: 4352.059082
	Iteration 32Q: 3 clusters Score -823462.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -823463.750000 Penalty: 4352.059082
	Iteration 33Q: 3 clusters Score -823463.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -823465.125000 Penalty: 4352.059082
	Iteration 34Q: 3 clusters Score -823465.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -823466.312500 Penalty: 4352.059082
	Iteration 35Q: 3 clusters Score -823466.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -823466.312500 Penalty: 4352.059082
	Iteration 36F: 3 clusters Score -823466.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Entering Unmasked Estep 
Score: -2551411.500000 Penalty: 2452.102539
	Iteration 0F: 2 clusters Score -2551412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -2537581.750000 Penalty: 4904.205078
	Iteration 0F: 3 clusters Score -2537582 nChanged 8550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2542273.000000 Penalty: 4904.205078
	Iteration 1F: 3 clusters Score -2542273 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2542627.250000 Penalty: 4904.205078
	Iteration 2F: 3 clusters Score -2542627 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -2542903.000000 Penalty: 4904.205078
	Iteration 3Q: 3 clusters Score -2542903 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -2543162.250000 Penalty: 4904.205078
	Iteration 4Q: 3 clusters Score -2543162 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2543430.750000 Penalty: 4904.205078
	Iteration 5Q: 3 clusters Score -2543431 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2543764.000000 Penalty: 4904.205078
	Iteration 6Q: 3 clusters Score -2543764 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2544160.750000 Penalty: 4904.205078
	Iteration 7Q: 3 clusters Score -2544161 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -2544627.750000 Penalty: 4904.205078
	Iteration 8Q: 3 clusters Score -2544628 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -2545227.000000 Penalty: 4904.205078
	Iteration 9Q: 3 clusters Score -2545227 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2545952.500000 Penalty: 4904.205078
	Iteration 10Q: 3 clusters Score -2545952 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -2546671.750000 Penalty: 4904.205078
	Iteration 11Q: 3 clusters Score -2546672 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -2547171.250000 Penalty: 4904.205078
	Iteration 12Q: 3 clusters Score -2547171 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -2547420.500000 Penalty: 4904.205078
	Iteration 13Q: 3 clusters Score -2547420 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -2547563.750000 Penalty: 4904.205078
	Iteration 14Q: 3 clusters Score -2547564 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -2547672.750000 Penalty: 4904.205078
	Iteration 15Q: 3 clusters Score -2547673 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -2547758.500000 Penalty: 4904.205078
	Iteration 16Q: 3 clusters Score -2547758 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -2547849.250000 Penalty: 4904.205078
	Iteration 17Q: 3 clusters Score -2547849 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -2547927.750000 Penalty: 4904.205078
	Iteration 18Q: 3 clusters Score -2547928 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -2548011.500000 Penalty: 4904.205078
	Iteration 19Q: 3 clusters Score -2548012 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -2548081.750000 Penalty: 4904.205078
	Iteration 20F: 3 clusters Score -2548082 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -2548150.000000 Penalty: 4904.205078
	Iteration 21Q: 3 clusters Score -2548150 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -2548188.000000 Penalty: 4904.205078
	Iteration 22Q: 3 clusters Score -2548188 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -2548239.000000 Penalty: 4904.205078
	Iteration 23Q: 3 clusters Score -2548239 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -2548291.500000 Penalty: 4904.205078
	Iteration 24Q: 3 clusters Score -2548292 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -2548344.750000 Penalty: 4904.205078
	Iteration 25Q: 3 clusters Score -2548345 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2548396.250000 Penalty: 4904.205078
	Iteration 26Q: 3 clusters Score -2548396 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -2548435.000000 Penalty: 4904.205078
	Iteration 27Q: 3 clusters Score -2548435 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -2548485.750000 Penalty: 4904.205078
	Iteration 28Q: 3 clusters Score -2548486 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2548518.250000 Penalty: 4904.205078
	Iteration 29Q: 3 clusters Score -2548518 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -2548549.750000 Penalty: 4904.205078
	Iteration 30Q: 3 clusters Score -2548550 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2548578 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2548615.750000 Penalty: 4904.205078
	Iteration 32Q: 3 clusters Score -2548616 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2548651 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2548682 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -2548722.250000 Penalty: 4904.205078
	Iteration 35Q: 3 clusters Score -2548722 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2548758 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2548802 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2548835 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2548867 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2548890 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2548908 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2548934 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2548958 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2548970 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2548986 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2548996 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2549014 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2549017 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2549032 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2549038 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2549058 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2549074 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2549084 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2549088 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2549091 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2549096 nChanged 14
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Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2549091 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2549103 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2549102 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2549104 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2549096 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2549101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2549104 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2549108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2549109 nChanged 8
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Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2549108 nChanged 7
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Mstep: Class 1 contains 17812 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2549113 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2549117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2549119 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2549118 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2549125 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2549134 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2549136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2549138 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2549144 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2549142 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2549138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2549138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2549143.250000 Penalty: 4904.205078
	Iteration 79Q: 3 clusters Score -2549143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2549143 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2549145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2549146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2549144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2549146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2549146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2549144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2549145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2549143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2549154 nChanged 13
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Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2549155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2549159.250000 Penalty: 4904.205078
	Iteration 91Q: 3 clusters Score -2549159 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2549160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2549163.500000 Penalty: 4904.205078
	Iteration 93Q: 3 clusters Score -2549164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2549164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2549166 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2549167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2549174.250000 Penalty: 4904.205078
	Iteration 97Q: 3 clusters Score -2549174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2549178 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2549179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2549183.250000 Penalty: 4904.205078
	Iteration 100F: 3 clusters Score -2549183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2549183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2549185.250000 Penalty: 4904.205078
	Iteration 102Q: 3 clusters Score -2549185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2549187 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2549190 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 1597 members 
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	Iteration 105Q: 3 clusters Score -2549187 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2549188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 1594 members 
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	Iteration 107Q: 3 clusters Score -2549190 nChanged 3
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Mstep: Class 1 contains 18092 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2549190 nChanged 2
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Mstep: Class 1 contains 18094 members 
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	Iteration 109Q: 3 clusters Score -2549187 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
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	Iteration 110Q: 3 clusters Score -2549186 nChanged 4
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Mstep: Class 1 contains 18100 members 
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	Iteration 111Q: 3 clusters Score -2549189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2549185 nChanged 5
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Mstep: Class 1 contains 18109 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2549192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
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	Iteration 114Q: 3 clusters Score -2549193 nChanged 7
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Mstep: Class 1 contains 18123 members 
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	Iteration 115Q: 3 clusters Score -2549195 nChanged 7
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	Iteration 116Q: 3 clusters Score -2549194 nChanged 7
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Mstep: Class 1 contains 18137 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 18144 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2549196 nChanged 6
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Mstep: Class 1 contains 18150 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2549199 nChanged 7
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Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2549203 nChanged 13
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Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2549205 nChanged 6
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Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2549206 nChanged 6
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Mstep: Class 1 contains 18178 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2549204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2549206.750000 Penalty: 4904.205078
	Iteration 124Q: 3 clusters Score -2549207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2549205.000000 Penalty: 4904.205078
	Iteration 125Q: 3 clusters Score -2549205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2549204.250000 Penalty: 4904.205078
	Iteration 126Q: 3 clusters Score -2549204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2549205.000000 Penalty: 4904.205078
	Iteration 127Q: 3 clusters Score -2549205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2549209.750000 Penalty: 4904.205078
	Iteration 128Q: 3 clusters Score -2549210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2549207.250000 Penalty: 4904.205078
	Iteration 129Q: 3 clusters Score -2549207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2549207.250000 Penalty: 4904.205078
	Iteration 130F: 3 clusters Score -2549207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -28302.169922 Penalty: 1397.427734
	Iteration 0F: 2 clusters Score -28302.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -27061.302734 Penalty: 2794.855469
	Iteration 0F: 3 clusters Score -27061.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27169.345703 Penalty: 2794.855469
	Iteration 1F: 3 clusters Score -27169.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27195.982422 Penalty: 2794.855469
	Iteration 2Q: 3 clusters Score -27195.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -27228.259766 Penalty: 2794.855469
	Iteration 3Q: 3 clusters Score -27228.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27246.117188 Penalty: 2794.855469
	Iteration 4Q: 3 clusters Score -27246.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27263.533203 Penalty: 2794.855469
	Iteration 5Q: 3 clusters Score -27263.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -27321.964844 Penalty: 2794.855469
	Iteration 6Q: 3 clusters Score -27321.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -27328.750000 Penalty: 2794.855469
	Iteration 7Q: 3 clusters Score -27328.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27334.167969 Penalty: 2794.855469
	Iteration 8Q: 3 clusters Score -27334.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27349.550781 Penalty: 2794.855469
	Iteration 9Q: 3 clusters Score -27349.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27352.373047 Penalty: 2794.855469
	Iteration 10Q: 3 clusters Score -27352.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27353.457031 Penalty: 2794.855469
	Iteration 11Q: 3 clusters Score -27353.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27356.171875 Penalty: 2794.855469
	Iteration 12Q: 3 clusters Score -27356.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27356.171875 Penalty: 2794.855469
	Iteration 13F: 3 clusters Score -27356.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Entering Unmasked Estep 
Score: -645686.875000 Penalty: 2111.369629
	Iteration 0F: 2 clusters Score -645686.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -641160.312500 Penalty: 4222.739258
	Iteration 0F: 3 clusters Score -641160.3 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -642207.437500 Penalty: 4222.739258
	Iteration 1F: 3 clusters Score -642207.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -642421.625000 Penalty: 4222.739258
	Iteration 2F: 3 clusters Score -642421.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -642543.500000 Penalty: 4222.739258
	Iteration 3Q: 3 clusters Score -642543.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -642651.125000 Penalty: 4222.739258
	Iteration 4Q: 3 clusters Score -642651.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -642738.500000 Penalty: 4222.739258
	Iteration 5Q: 3 clusters Score -642738.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -642805.375000 Penalty: 4222.739258
	Iteration 6Q: 3 clusters Score -642805.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -642857.437500 Penalty: 4222.739258
	Iteration 7Q: 3 clusters Score -642857.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -642898.062500 Penalty: 4222.739258
	Iteration 8Q: 3 clusters Score -642898.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -642932.187500 Penalty: 4222.739258
	Iteration 9Q: 3 clusters Score -642932.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -642964.750000 Penalty: 4222.739258
	Iteration 10Q: 3 clusters Score -642964.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -642988.375000 Penalty: 4222.739258
	Iteration 11Q: 3 clusters Score -642988.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -643004.250000 Penalty: 4222.739258
	Iteration 12Q: 3 clusters Score -643004.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -643019.750000 Penalty: 4222.739258
	Iteration 13Q: 3 clusters Score -643019.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -643038.875000 Penalty: 4222.739258
	Iteration 14Q: 3 clusters Score -643038.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -643061.812500 Penalty: 4222.739258
	Iteration 15Q: 3 clusters Score -643061.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -643084.000000 Penalty: 4222.739258
	Iteration 16Q: 3 clusters Score -643084 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -643104.250000 Penalty: 4222.739258
	Iteration 17Q: 3 clusters Score -643104.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -643117.687500 Penalty: 4222.739258
	Iteration 18Q: 3 clusters Score -643117.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -643133.562500 Penalty: 4222.739258
	Iteration 19Q: 3 clusters Score -643133.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -643147.812500 Penalty: 4222.739258
	Iteration 20F: 3 clusters Score -643147.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -643163.750000 Penalty: 4222.739258
	Iteration 21Q: 3 clusters Score -643163.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -643180.625000 Penalty: 4222.739258
	Iteration 22Q: 3 clusters Score -643180.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -643198.875000 Penalty: 4222.739258
	Iteration 23Q: 3 clusters Score -643198.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -643210.250000 Penalty: 4222.739258
	Iteration 24Q: 3 clusters Score -643210.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -643219.187500 Penalty: 4222.739258
	Iteration 25Q: 3 clusters Score -643219.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -643226.750000 Penalty: 4222.739258
	Iteration 26Q: 3 clusters Score -643226.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -643235.937500 Penalty: 4222.739258
	Iteration 27Q: 3 clusters Score -643235.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -643248.937500 Penalty: 4222.739258
	Iteration 28Q: 3 clusters Score -643248.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -643260.437500 Penalty: 4222.739258
	Iteration 29Q: 3 clusters Score -643260.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -643277.062500 Penalty: 4222.739258
	Iteration 30Q: 3 clusters Score -643277.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -643287.812500 Penalty: 4222.739258
	Iteration 31Q: 3 clusters Score -643287.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -643300.062500 Penalty: 4222.739258
	Iteration 32Q: 3 clusters Score -643300.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -643316.937500 Penalty: 4222.739258
	Iteration 33Q: 3 clusters Score -643316.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -643330.187500 Penalty: 4222.739258
	Iteration 34Q: 3 clusters Score -643330.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -643348.875000 Penalty: 4222.739258
	Iteration 35Q: 3 clusters Score -643348.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -643359.312500 Penalty: 4222.739258
	Iteration 36Q: 3 clusters Score -643359.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -643368.562500 Penalty: 4222.739258
	Iteration 37Q: 3 clusters Score -643368.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -643378.437500 Penalty: 4222.739258
	Iteration 38Q: 3 clusters Score -643378.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -643385.187500 Penalty: 4222.739258
	Iteration 39Q: 3 clusters Score -643385.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -643393.125000 Penalty: 4222.739258
	Iteration 40F: 3 clusters Score -643393.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -643406.062500 Penalty: 4222.739258
	Iteration 41Q: 3 clusters Score -643406.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -643421.000000 Penalty: 4222.739258
	Iteration 42Q: 3 clusters Score -643421 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -643431.125000 Penalty: 4222.739258
	Iteration 43Q: 3 clusters Score -643431.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -643441.125000 Penalty: 4222.739258
	Iteration 44Q: 3 clusters Score -643441.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -643453.937500 Penalty: 4222.739258
	Iteration 45Q: 3 clusters Score -643453.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -643459.625000 Penalty: 4222.739258
	Iteration 46Q: 3 clusters Score -643459.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -643467.250000 Penalty: 4222.739258
	Iteration 47Q: 3 clusters Score -643467.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -643475.062500 Penalty: 4222.739258
	Iteration 48Q: 3 clusters Score -643475.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -643480.687500 Penalty: 4222.739258
	Iteration 49Q: 3 clusters Score -643480.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -643485.500000 Penalty: 4222.739258
	Iteration 50Q: 3 clusters Score -643485.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -643491.000000 Penalty: 4222.739258
	Iteration 51Q: 3 clusters Score -643491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -643496.437500 Penalty: 4222.739258
	Iteration 52Q: 3 clusters Score -643496.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -643504.687500 Penalty: 4222.739258
	Iteration 53Q: 3 clusters Score -643504.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -643509.437500 Penalty: 4222.739258
	Iteration 54Q: 3 clusters Score -643509.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -643513.312500 Penalty: 4222.739258
	Iteration 55Q: 3 clusters Score -643513.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -643517.812500 Penalty: 4222.739258
	Iteration 56Q: 3 clusters Score -643517.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -643519.250000 Penalty: 4222.739258
	Iteration 57Q: 3 clusters Score -643519.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -643522.812500 Penalty: 4222.739258
	Iteration 58Q: 3 clusters Score -643522.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -643523.562500 Penalty: 4222.739258
	Iteration 59Q: 3 clusters Score -643523.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -643524.750000 Penalty: 4222.739258
	Iteration 60F: 3 clusters Score -643524.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -643523.812500 Penalty: 4222.739258
	Iteration 61Q: 3 clusters Score -643523.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -643523.687500 Penalty: 4222.739258
	Iteration 62Q: 3 clusters Score -643523.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -643526.250000 Penalty: 4222.739258
	Iteration 63Q: 3 clusters Score -643526.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -643526.062500 Penalty: 4222.739258
	Iteration 64Q: 3 clusters Score -643526.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -643529.062500 Penalty: 4222.739258
	Iteration 65Q: 3 clusters Score -643529.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -643530.187500 Penalty: 4222.739258
	Iteration 66Q: 3 clusters Score -643530.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -643533.625000 Penalty: 4222.739258
	Iteration 67Q: 3 clusters Score -643533.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -643534.250000 Penalty: 4222.739258
	Iteration 68Q: 3 clusters Score -643534.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -643536.500000 Penalty: 4222.739258
	Iteration 69Q: 3 clusters Score -643536.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -643538.250000 Penalty: 4222.739258
	Iteration 70Q: 3 clusters Score -643538.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -643536.937500 Penalty: 4222.739258
	Iteration 71Q: 3 clusters Score -643536.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -643536.937500 Penalty: 4222.739258
	Iteration 72F: 3 clusters Score -643536.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -79269.164062 Penalty: 1631.654297
	Iteration 0F: 2 clusters Score -79269.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -77560.867188 Penalty: 3263.308594
	Iteration 0F: 3 clusters Score -77560.87 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -77894.179688 Penalty: 3263.308594
	Iteration 1F: 3 clusters Score -77894.18 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -78305.015625 Penalty: 3263.308594
	Iteration 2F: 3 clusters Score -78305.02 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -78571.484375 Penalty: 3263.308594
	Iteration 3F: 3 clusters Score -78571.48 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -78669.617188 Penalty: 3263.308594
	Iteration 4F: 3 clusters Score -78669.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -78721.195312 Penalty: 3263.308594
	Iteration 5Q: 3 clusters Score -78721.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -78759.781250 Penalty: 3263.308594
	Iteration 6Q: 3 clusters Score -78759.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -78789.617188 Penalty: 3263.308594
	Iteration 7Q: 3 clusters Score -78789.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -78815.835938 Penalty: 3263.308594
	Iteration 8Q: 3 clusters Score -78815.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -78828.851562 Penalty: 3263.308594
	Iteration 9Q: 3 clusters Score -78828.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -78850.070312 Penalty: 3263.308594
	Iteration 10Q: 3 clusters Score -78850.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -78855.414062 Penalty: 3263.308594
	Iteration 11Q: 3 clusters Score -78855.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -78863.992188 Penalty: 3263.308594
	Iteration 12Q: 3 clusters Score -78863.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -78867.484375 Penalty: 3263.308594
	Iteration 13Q: 3 clusters Score -78867.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -78882.890625 Penalty: 3263.308594
	Iteration 14Q: 3 clusters Score -78882.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -78896.656250 Penalty: 3263.308594
	Iteration 15Q: 3 clusters Score -78896.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -78913.515625 Penalty: 3263.308594
	Iteration 16Q: 3 clusters Score -78913.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -78916.093750 Penalty: 3263.308594
	Iteration 17Q: 3 clusters Score -78916.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -78917.828125 Penalty: 3263.308594
	Iteration 18Q: 3 clusters Score -78917.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -78918.851562 Penalty: 3263.308594
	Iteration 19Q: 3 clusters Score -78918.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -78924.679688 Penalty: 3263.308594
	Iteration 20F: 3 clusters Score -78924.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Entering Unmasked Estep 
Score: -3909601.250000 Penalty: 2560.214844
	Iteration 0F: 2 clusters Score -3909601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -3888570.750000 Penalty: 5120.429688
	Iteration 0F: 3 clusters Score -3888571 nChanged 13712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -3896308.750000 Penalty: 5120.429688
	Iteration 1F: 3 clusters Score -3896309 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -3896849.250000 Penalty: 5120.429688
	Iteration 2F: 3 clusters Score -3896849 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -3897364.250000 Penalty: 5120.429688
	Iteration 3Q: 3 clusters Score -3897364 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -3897918.500000 Penalty: 5120.429688
	Iteration 4Q: 3 clusters Score -3897918 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -3898503.500000 Penalty: 5120.429688
	Iteration 5Q: 3 clusters Score -3898504 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -3899178.000000 Penalty: 5120.429688
	Iteration 6Q: 3 clusters Score -3899178 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -3900046.500000 Penalty: 5120.429688
	Iteration 7Q: 3 clusters Score -3900046 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -3901119.750000 Penalty: 5120.429688
	Iteration 8F: 3 clusters Score -3901120 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -3902415.750000 Penalty: 5120.429688
	Iteration 9F: 3 clusters Score -3902416 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -3903765.500000 Penalty: 5120.429688
	Iteration 10F: 3 clusters Score -3903766 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -3904943.750000 Penalty: 5120.429688
	Iteration 11Q: 3 clusters Score -3904944 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -3905685.750000 Penalty: 5120.429688
	Iteration 12Q: 3 clusters Score -3905686 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -3906131.500000 Penalty: 5120.429688
	Iteration 13Q: 3 clusters Score -3906132 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -3906382.750000 Penalty: 5120.429688
	Iteration 14Q: 3 clusters Score -3906383 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -3906537.250000 Penalty: 5120.429688
	Iteration 15Q: 3 clusters Score -3906537 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -3906653.750000 Penalty: 5120.429688
	Iteration 16Q: 3 clusters Score -3906654 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -3906759.250000 Penalty: 5120.429688
	Iteration 17Q: 3 clusters Score -3906759 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -3906836.750000 Penalty: 5120.429688
	Iteration 18Q: 3 clusters Score -3906837 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -3906899.000000 Penalty: 5120.429688
	Iteration 19Q: 3 clusters Score -3906899 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -3906942.250000 Penalty: 5120.429688
	Iteration 20F: 3 clusters Score -3906942 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -3906979.750000 Penalty: 5120.429688
	Iteration 21Q: 3 clusters Score -3906980 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -3907015.500000 Penalty: 5120.429688
	Iteration 22Q: 3 clusters Score -3907016 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -3907042.000000 Penalty: 5120.429688
	Iteration 23Q: 3 clusters Score -3907042 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -3907083.500000 Penalty: 5120.429688
	Iteration 24Q: 3 clusters Score -3907084 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -3907109.250000 Penalty: 5120.429688
	Iteration 25Q: 3 clusters Score -3907109 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -3907138.000000 Penalty: 5120.429688
	Iteration 26Q: 3 clusters Score -3907138 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -3907160.250000 Penalty: 5120.429688
	Iteration 27Q: 3 clusters Score -3907160 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -3907182.000000 Penalty: 5120.429688
	Iteration 28Q: 3 clusters Score -3907182 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -3907184.750000 Penalty: 5120.429688
	Iteration 29Q: 3 clusters Score -3907185 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -3907200.250000 Penalty: 5120.429688
	Iteration 30Q: 3 clusters Score -3907200 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -3907217.000000 Penalty: 5120.429688
	Iteration 31Q: 3 clusters Score -3907217 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -3907229.000000 Penalty: 5120.429688
	Iteration 32Q: 3 clusters Score -3907229 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -3907236.000000 Penalty: 5120.429688
	Iteration 33Q: 3 clusters Score -3907236 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -3907248.750000 Penalty: 5120.429688
	Iteration 34Q: 3 clusters Score -3907249 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -3907258.750000 Penalty: 5120.429688
	Iteration 35Q: 3 clusters Score -3907259 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -3907265.250000 Penalty: 5120.429688
	Iteration 36Q: 3 clusters Score -3907265 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -3907276.500000 Penalty: 5120.429688
	Iteration 37Q: 3 clusters Score -3907276 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -3907279.250000 Penalty: 5120.429688
	Iteration 38Q: 3 clusters Score -3907279 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -3907298.500000 Penalty: 5120.429688
	Iteration 39Q: 3 clusters Score -3907298 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -3907294.250000 Penalty: 5120.429688
	Iteration 40F: 3 clusters Score -3907294 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 28610 members 
Entering Unmasked Estep 
Score: -3907311.750000 Penalty: 5120.429688
	Iteration 41Q: 3 clusters Score -3907312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -3907314.000000 Penalty: 5120.429688
	Iteration 42Q: 3 clusters Score -3907314 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -3907333.000000 Penalty: 5120.429688
	Iteration 43Q: 3 clusters Score -3907333 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -3907337.250000 Penalty: 5120.429688
	Iteration 44Q: 3 clusters Score -3907337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 28712 members 
Entering Unmasked Estep 
Score: -3907340.250000 Penalty: 5120.429688
	Iteration 45Q: 3 clusters Score -3907340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -3907349.000000 Penalty: 5120.429688
	Iteration 46Q: 3 clusters Score -3907349 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -3907355.750000 Penalty: 5120.429688
	Iteration 47Q: 3 clusters Score -3907356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -3907361.000000 Penalty: 5120.429688
	Iteration 48Q: 3 clusters Score -3907361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -3907357.750000 Penalty: 5120.429688
	Iteration 49Q: 3 clusters Score -3907358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -3907365.000000 Penalty: 5120.429688
	Iteration 50Q: 3 clusters Score -3907365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -3907376.500000 Penalty: 5120.429688
	Iteration 51Q: 3 clusters Score -3907376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -3907371.500000 Penalty: 5120.429688
	Iteration 52Q: 3 clusters Score -3907372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -3907378.000000 Penalty: 5120.429688
	Iteration 53Q: 3 clusters Score -3907378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -3907380.750000 Penalty: 5120.429688
	Iteration 54Q: 3 clusters Score -3907381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -3907384.000000 Penalty: 5120.429688
	Iteration 55Q: 3 clusters Score -3907384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -3907390.000000 Penalty: 5120.429688
	Iteration 56Q: 3 clusters Score -3907390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -3907393.750000 Penalty: 5120.429688
	Iteration 57Q: 3 clusters Score -3907394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
Score: -3907398.250000 Penalty: 5120.429688
	Iteration 58Q: 3 clusters Score -3907398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -3907411.500000 Penalty: 5120.429688
	Iteration 59Q: 3 clusters Score -3907412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -3907411.750000 Penalty: 5120.429688
	Iteration 60F: 3 clusters Score -3907412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -3907408.000000 Penalty: 5120.429688
	Iteration 61Q: 3 clusters Score -3907408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -3907410.000000 Penalty: 5120.429688
	Iteration 62Q: 3 clusters Score -3907410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -3907403.750000 Penalty: 5120.429688
	Iteration 63Q: 3 clusters Score -3907404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -3907405.750000 Penalty: 5120.429688
	Iteration 64Q: 3 clusters Score -3907406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -3907406.250000 Penalty: 5120.429688
	Iteration 65Q: 3 clusters Score -3907406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -3907406.500000 Penalty: 5120.429688
	Iteration 66Q: 3 clusters Score -3907406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -3907411.000000 Penalty: 5120.429688
	Iteration 67Q: 3 clusters Score -3907411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -3907412.000000 Penalty: 5120.429688
	Iteration 68Q: 3 clusters Score -3907412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -3907409.750000 Penalty: 5120.429688
	Iteration 69Q: 3 clusters Score -3907410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -3907410.750000 Penalty: 5120.429688
	Iteration 70Q: 3 clusters Score -3907411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -3907411.500000 Penalty: 5120.429688
	Iteration 71Q: 3 clusters Score -3907412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -3907416.000000 Penalty: 5120.429688
	Iteration 72Q: 3 clusters Score -3907416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -3907420.000000 Penalty: 5120.429688
	Iteration 73Q: 3 clusters Score -3907420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -3907420.750000 Penalty: 5120.429688
	Iteration 74Q: 3 clusters Score -3907421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -3907424.000000 Penalty: 5120.429688
	Iteration 75Q: 3 clusters Score -3907424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -3907422.500000 Penalty: 5120.429688
	Iteration 76Q: 3 clusters Score -3907422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -3907420.750000 Penalty: 5120.429688
	Iteration 77Q: 3 clusters Score -3907421 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -3907428.250000 Penalty: 5120.429688
	Iteration 78Q: 3 clusters Score -3907428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -3907443.250000 Penalty: 5120.429688
	Iteration 79Q: 3 clusters Score -3907443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
Score: -3907441.000000 Penalty: 5120.429688
	Iteration 80F: 3 clusters Score -3907441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -3907450.000000 Penalty: 5120.429688
	Iteration 81Q: 3 clusters Score -3907450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -3907454.250000 Penalty: 5120.429688
	Iteration 82Q: 3 clusters Score -3907454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -3907461.000000 Penalty: 5120.429688
	Iteration 83Q: 3 clusters Score -3907461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -3907459.500000 Penalty: 5120.429688
	Iteration 84Q: 3 clusters Score -3907460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -3907462.000000 Penalty: 5120.429688
	Iteration 85Q: 3 clusters Score -3907462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -3907458.750000 Penalty: 5120.429688
	Iteration 86Q: 3 clusters Score -3907459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -3907460.750000 Penalty: 5120.429688
	Iteration 87Q: 3 clusters Score -3907461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -3907460.750000 Penalty: 5120.429688
	Iteration 88Q: 3 clusters Score -3907461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -3907457.000000 Penalty: 5120.429688
	Iteration 89Q: 3 clusters Score -3907457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -3907457.000000 Penalty: 5120.429688
	Iteration 90F: 3 clusters Score -3907457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (94079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94079 members 
Entering Unmasked Estep 
Score: -12098792.000000 Penalty: 2840.068604
	Iteration 0F: 2 clusters Score -1.209879e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47252 members 
Mstep: Class 2 contains 46827 members 
Entering Unmasked Estep 
Score: -12036250.000000 Penalty: 5680.137207
	Iteration 0F: 3 clusters Score -1.203625e+07 nChanged 44300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48896 members 
Mstep: Class 2 contains 45183 members 
Entering Unmasked Estep 
Score: -12061304.000000 Penalty: 5680.137207
	Iteration 1F: 3 clusters Score -1.20613e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49931 members 
Mstep: Class 2 contains 44148 members 
Entering Unmasked Estep 
Score: -12062070.000000 Penalty: 5680.137207
	Iteration 2Q: 3 clusters Score -1.206207e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51510 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -12062922.000000 Penalty: 5680.137207
	Iteration 3Q: 3 clusters Score -1.206292e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53856 members 
Mstep: Class 2 contains 40223 members 
Entering Unmasked Estep 
Score: -12064090.000000 Penalty: 5680.137207
	Iteration 4Q: 3 clusters Score -1.206409e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57150 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -12065779.000000 Penalty: 5680.137207
	Iteration 5Q: 3 clusters Score -1.206578e+07 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61725 members 
Mstep: Class 2 contains 32354 members 
Entering Unmasked Estep 
Score: -12068777.000000 Penalty: 5680.137207
	Iteration 6F: 3 clusters Score -1.206878e+07 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67796 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -12073274.000000 Penalty: 5680.137207
	Iteration 7F: 3 clusters Score -1.207327e+07 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74917 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -12079331.000000 Penalty: 5680.137207
	Iteration 8F: 3 clusters Score -1.207933e+07 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81805 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -12085611.000000 Penalty: 5680.137207
	Iteration 9F: 3 clusters Score -1.208561e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87171 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -12090434.000000 Penalty: 5680.137207
	Iteration 10F: 3 clusters Score -1.209043e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90534 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -12093431.000000 Penalty: 5680.137207
	Iteration 11Q: 3 clusters Score -1.209343e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92298 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -12094907.000000 Penalty: 5680.137207
	Iteration 12Q: 3 clusters Score -1.209491e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93107 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -12095630.000000 Penalty: 5680.137207
	Iteration 13Q: 3 clusters Score -1.209563e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93428 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -12095919.000000 Penalty: 5680.137207
	Iteration 14Q: 3 clusters Score -1.209592e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93568 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -12096049.000000 Penalty: 5680.137207
	Iteration 15Q: 3 clusters Score -1.209605e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93647 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -12096141.000000 Penalty: 5680.137207
	Iteration 16Q: 3 clusters Score -1.209614e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93684 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -12096198.000000 Penalty: 5680.137207
	Iteration 17Q: 3 clusters Score -1.20962e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93709 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -12096246.000000 Penalty: 5680.137207
	Iteration 18Q: 3 clusters Score -1.209625e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93723 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -12096278.000000 Penalty: 5680.137207
	Iteration 19Q: 3 clusters Score -1.209628e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93729 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -12096294.000000 Penalty: 5680.137207
	Iteration 20F: 3 clusters Score -1.209629e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93741 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -12096316.000000 Penalty: 5680.137207
	Iteration 21Q: 3 clusters Score -1.209632e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93746 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -12096328.000000 Penalty: 5680.137207
	Iteration 22Q: 3 clusters Score -1.209633e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93756 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -12096336.000000 Penalty: 5680.137207
	Iteration 23Q: 3 clusters Score -1.209634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93760 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -12096344.000000 Penalty: 5680.137207
	Iteration 24Q: 3 clusters Score -1.209634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93763 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -12096353.000000 Penalty: 5680.137207
	Iteration 25Q: 3 clusters Score -1.209635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93762 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -12096355.000000 Penalty: 5680.137207
	Iteration 26Q: 3 clusters Score -1.209636e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93762 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -12096355.000000 Penalty: 5680.137207
	Iteration 27F: 3 clusters Score -1.209636e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Entering Unmasked Estep 
Score: -3291510.250000 Penalty: 2516.432129
	Iteration 0F: 2 clusters Score -3291510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -3273825.750000 Penalty: 5032.864258
	Iteration 0F: 3 clusters Score -3273826 nChanged 11406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -3279863.000000 Penalty: 5032.864258
	Iteration 1F: 3 clusters Score -3279863 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -3280324.500000 Penalty: 5032.864258
	Iteration 2F: 3 clusters Score -3280324 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -3280727.250000 Penalty: 5032.864258
	Iteration 3Q: 3 clusters Score -3280727 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -3281085.250000 Penalty: 5032.864258
	Iteration 4Q: 3 clusters Score -3281085 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -3281486.000000 Penalty: 5032.864258
	Iteration 5Q: 3 clusters Score -3281486 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -3281963.500000 Penalty: 5032.864258
	Iteration 6Q: 3 clusters Score -3281964 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -3282584.500000 Penalty: 5032.864258
	Iteration 7Q: 3 clusters Score -3282584 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -3283330.750000 Penalty: 5032.864258
	Iteration 8Q: 3 clusters Score -3283331 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -3284226.500000 Penalty: 5032.864258
	Iteration 9F: 3 clusters Score -3284226 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -3285121.750000 Penalty: 5032.864258
	Iteration 10F: 3 clusters Score -3285122 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -3285957.500000 Penalty: 5032.864258
	Iteration 11Q: 3 clusters Score -3285958 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -3286635.750000 Penalty: 5032.864258
	Iteration 12Q: 3 clusters Score -3286636 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -3287073.500000 Penalty: 5032.864258
	Iteration 13Q: 3 clusters Score -3287074 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -3287341.500000 Penalty: 5032.864258
	Iteration 14Q: 3 clusters Score -3287342 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -3287497.500000 Penalty: 5032.864258
	Iteration 15Q: 3 clusters Score -3287498 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -3287607.500000 Penalty: 5032.864258
	Iteration 16Q: 3 clusters Score -3287608 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -3287678.500000 Penalty: 5032.864258
	Iteration 17Q: 3 clusters Score -3287678 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -3287739.000000 Penalty: 5032.864258
	Iteration 18Q: 3 clusters Score -3287739 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -3287782.250000 Penalty: 5032.864258
	Iteration 19Q: 3 clusters Score -3287782 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -3287851.000000 Penalty: 5032.864258
	Iteration 20F: 3 clusters Score -3287851 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -3287901.250000 Penalty: 5032.864258
	Iteration 21Q: 3 clusters Score -3287901 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -3287953.750000 Penalty: 5032.864258
	Iteration 22Q: 3 clusters Score -3287954 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -3287992.500000 Penalty: 5032.864258
	Iteration 23Q: 3 clusters Score -3287992 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -3288025.000000 Penalty: 5032.864258
	Iteration 24Q: 3 clusters Score -3288025 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -3288042.750000 Penalty: 5032.864258
	Iteration 25Q: 3 clusters Score -3288043 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -3288061.250000 Penalty: 5032.864258
	Iteration 26Q: 3 clusters Score -3288061 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -3288078.750000 Penalty: 5032.864258
	Iteration 27Q: 3 clusters Score -3288079 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -3288094.000000 Penalty: 5032.864258
	Iteration 28Q: 3 clusters Score -3288094 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -3288116.750000 Penalty: 5032.864258
	Iteration 29Q: 3 clusters Score -3288117 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -3288141.250000 Penalty: 5032.864258
	Iteration 30Q: 3 clusters Score -3288141 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -3288174.250000 Penalty: 5032.864258
	Iteration 31Q: 3 clusters Score -3288174 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -3288208.250000 Penalty: 5032.864258
	Iteration 32Q: 3 clusters Score -3288208 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -3288247.250000 Penalty: 5032.864258
	Iteration 33Q: 3 clusters Score -3288247 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -3288277.500000 Penalty: 5032.864258
	Iteration 34Q: 3 clusters Score -3288278 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -3288303.000000 Penalty: 5032.864258
	Iteration 35Q: 3 clusters Score -3288303 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -3288335.250000 Penalty: 5032.864258
	Iteration 36Q: 3 clusters Score -3288335 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -3288355.750000 Penalty: 5032.864258
	Iteration 37Q: 3 clusters Score -3288356 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -3288389.000000 Penalty: 5032.864258
	Iteration 38Q: 3 clusters Score -3288389 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -3288424.500000 Penalty: 5032.864258
	Iteration 39Q: 3 clusters Score -3288424 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -3288456.750000 Penalty: 5032.864258
	Iteration 40F: 3 clusters Score -3288457 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -3288498.250000 Penalty: 5032.864258
	Iteration 41Q: 3 clusters Score -3288498 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -3288551.000000 Penalty: 5032.864258
	Iteration 42Q: 3 clusters Score -3288551 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -3288597.750000 Penalty: 5032.864258
	Iteration 43Q: 3 clusters Score -3288598 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -3288640.500000 Penalty: 5032.864258
	Iteration 44Q: 3 clusters Score -3288640 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -3288695.000000 Penalty: 5032.864258
	Iteration 45Q: 3 clusters Score -3288695 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -3288743.000000 Penalty: 5032.864258
	Iteration 46Q: 3 clusters Score -3288743 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -3288783.250000 Penalty: 5032.864258
	Iteration 47Q: 3 clusters Score -3288783 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -3288835.250000 Penalty: 5032.864258
	Iteration 48Q: 3 clusters Score -3288835 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -3288870.000000 Penalty: 5032.864258
	Iteration 49Q: 3 clusters Score -3288870 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -3288918.250000 Penalty: 5032.864258
	Iteration 50Q: 3 clusters Score -3288918 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -3288987.250000 Penalty: 5032.864258
	Iteration 51Q: 3 clusters Score -3288987 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -3289042.500000 Penalty: 5032.864258
	Iteration 52Q: 3 clusters Score -3289042 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -3289086.500000 Penalty: 5032.864258
	Iteration 53Q: 3 clusters Score -3289086 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -3289121.750000 Penalty: 5032.864258
	Iteration 54Q: 3 clusters Score -3289122 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -3289146.000000 Penalty: 5032.864258
	Iteration 55Q: 3 clusters Score -3289146 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -3289165.250000 Penalty: 5032.864258
	Iteration 56Q: 3 clusters Score -3289165 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -3289185.250000 Penalty: 5032.864258
	Iteration 57Q: 3 clusters Score -3289185 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -3289221.500000 Penalty: 5032.864258
	Iteration 58Q: 3 clusters Score -3289222 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -3289231.250000 Penalty: 5032.864258
	Iteration 59Q: 3 clusters Score -3289231 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -3289248.250000 Penalty: 5032.864258
	Iteration 60F: 3 clusters Score -3289248 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -3289268.750000 Penalty: 5032.864258
	Iteration 61Q: 3 clusters Score -3289269 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -3289285.250000 Penalty: 5032.864258
	Iteration 62Q: 3 clusters Score -3289285 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -3289302.250000 Penalty: 5032.864258
	Iteration 63Q: 3 clusters Score -3289302 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -3289304.750000 Penalty: 5032.864258
	Iteration 64Q: 3 clusters Score -3289305 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -3289322.250000 Penalty: 5032.864258
	Iteration 65Q: 3 clusters Score -3289322 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -3289332.000000 Penalty: 5032.864258
	Iteration 66Q: 3 clusters Score -3289332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -3289338.500000 Penalty: 5032.864258
	Iteration 67Q: 3 clusters Score -3289338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -3289349.000000 Penalty: 5032.864258
	Iteration 68Q: 3 clusters Score -3289349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -3289352.000000 Penalty: 5032.864258
	Iteration 69Q: 3 clusters Score -3289352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -3289344.250000 Penalty: 5032.864258
	Iteration 70Q: 3 clusters Score -3289344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -3289347.000000 Penalty: 5032.864258
	Iteration 71Q: 3 clusters Score -3289347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -3289353.500000 Penalty: 5032.864258
	Iteration 72Q: 3 clusters Score -3289354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -3289360.250000 Penalty: 5032.864258
	Iteration 73Q: 3 clusters Score -3289360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -3289360.500000 Penalty: 5032.864258
	Iteration 74Q: 3 clusters Score -3289360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -3289362.500000 Penalty: 5032.864258
	Iteration 75Q: 3 clusters Score -3289362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -3289362.250000 Penalty: 5032.864258
	Iteration 76Q: 3 clusters Score -3289362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -3289361.000000 Penalty: 5032.864258
	Iteration 77Q: 3 clusters Score -3289361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -3289361.000000 Penalty: 5032.864258
	Iteration 78F: 3 clusters Score -3289361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -28459.183594 Penalty: 1377.133911
	Iteration 0F: 2 clusters Score -28459.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27223.259766 Penalty: 2754.267822
	Iteration 0F: 3 clusters Score -27223.26 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27331.734375 Penalty: 2754.267822
	Iteration 1F: 3 clusters Score -27331.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27381.085938 Penalty: 2754.267822
	Iteration 2Q: 3 clusters Score -27381.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27424.427734 Penalty: 2754.267822
	Iteration 3Q: 3 clusters Score -27424.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -27485.460938 Penalty: 2754.267822
	Iteration 4Q: 3 clusters Score -27485.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27501.341797 Penalty: 2754.267822
	Iteration 5Q: 3 clusters Score -27501.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27506.113281 Penalty: 2754.267822
	Iteration 6Q: 3 clusters Score -27506.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27508.867188 Penalty: 2754.267822
	Iteration 7Q: 3 clusters Score -27508.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27508.867188 Penalty: 2754.267822
	Iteration 8F: 3 clusters Score -27508.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Entering Unmasked Estep 
Score: -203108.218750 Penalty: 1840.155029
	Iteration 0F: 2 clusters Score -203108.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -200671.843750 Penalty: 3680.310059
	Iteration 0F: 3 clusters Score -200671.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -201049.843750 Penalty: 3680.310059
	Iteration 1F: 3 clusters Score -201049.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -201204.984375 Penalty: 3680.310059
	Iteration 2F: 3 clusters Score -201205 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -201324.875000 Penalty: 3680.310059
	Iteration 3F: 3 clusters Score -201324.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -201387.406250 Penalty: 3680.310059
	Iteration 4Q: 3 clusters Score -201387.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -201415.484375 Penalty: 3680.310059
	Iteration 5Q: 3 clusters Score -201415.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -201449.515625 Penalty: 3680.310059
	Iteration 6Q: 3 clusters Score -201449.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -201466.578125 Penalty: 3680.310059
	Iteration 7Q: 3 clusters Score -201466.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -201483.843750 Penalty: 3680.310059
	Iteration 8Q: 3 clusters Score -201483.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -201493.812500 Penalty: 3680.310059
	Iteration 9Q: 3 clusters Score -201493.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -201502.968750 Penalty: 3680.310059
	Iteration 10Q: 3 clusters Score -201503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -201512.937500 Penalty: 3680.310059
	Iteration 11Q: 3 clusters Score -201512.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -201519.500000 Penalty: 3680.310059
	Iteration 12Q: 3 clusters Score -201519.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -201527.390625 Penalty: 3680.310059
	Iteration 13Q: 3 clusters Score -201527.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -201534.406250 Penalty: 3680.310059
	Iteration 14Q: 3 clusters Score -201534.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -201543.453125 Penalty: 3680.310059
	Iteration 15Q: 3 clusters Score -201543.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -201552.046875 Penalty: 3680.310059
	Iteration 16Q: 3 clusters Score -201552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -201560.984375 Penalty: 3680.310059
	Iteration 17Q: 3 clusters Score -201561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -201571.500000 Penalty: 3680.310059
	Iteration 18Q: 3 clusters Score -201571.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -201584.828125 Penalty: 3680.310059
	Iteration 19Q: 3 clusters Score -201584.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -201592.640625 Penalty: 3680.310059
	Iteration 20F: 3 clusters Score -201592.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -201601.875000 Penalty: 3680.310059
	Iteration 21Q: 3 clusters Score -201601.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -201606.578125 Penalty: 3680.310059
	Iteration 22Q: 3 clusters Score -201606.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -201611.546875 Penalty: 3680.310059
	Iteration 23Q: 3 clusters Score -201611.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -201613.703125 Penalty: 3680.310059
	Iteration 24Q: 3 clusters Score -201613.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -201617.171875 Penalty: 3680.310059
	Iteration 25Q: 3 clusters Score -201617.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -201621.765625 Penalty: 3680.310059
	Iteration 26Q: 3 clusters Score -201621.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -201627.625000 Penalty: 3680.310059
	Iteration 27Q: 3 clusters Score -201627.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -201632.562500 Penalty: 3680.310059
	Iteration 28Q: 3 clusters Score -201632.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -201633.718750 Penalty: 3680.310059
	Iteration 29Q: 3 clusters Score -201633.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -201636.718750 Penalty: 3680.310059
	Iteration 30Q: 3 clusters Score -201636.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -201639.765625 Penalty: 3680.310059
	Iteration 31Q: 3 clusters Score -201639.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -201641.781250 Penalty: 3680.310059
	Iteration 32Q: 3 clusters Score -201641.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -201646.937500 Penalty: 3680.310059
	Iteration 33Q: 3 clusters Score -201646.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -201650.750000 Penalty: 3680.310059
	Iteration 34Q: 3 clusters Score -201650.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -201653.953125 Penalty: 3680.310059
	Iteration 35Q: 3 clusters Score -201654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -201658.718750 Penalty: 3680.310059
	Iteration 36Q: 3 clusters Score -201658.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -201668.390625 Penalty: 3680.310059
	Iteration 37Q: 3 clusters Score -201668.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -201673.765625 Penalty: 3680.310059
	Iteration 38Q: 3 clusters Score -201673.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -201679.484375 Penalty: 3680.310059
	Iteration 39Q: 3 clusters Score -201679.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -201685.687500 Penalty: 3680.310059
	Iteration 40F: 3 clusters Score -201685.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -201689.421875 Penalty: 3680.310059
	Iteration 41Q: 3 clusters Score -201689.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -201692.109375 Penalty: 3680.310059
	Iteration 42Q: 3 clusters Score -201692.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -201694.234375 Penalty: 3680.310059
	Iteration 43Q: 3 clusters Score -201694.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -201696.500000 Penalty: 3680.310059
	Iteration 44Q: 3 clusters Score -201696.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -201698.640625 Penalty: 3680.310059
	Iteration 45Q: 3 clusters Score -201698.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -201704.500000 Penalty: 3680.310059
	Iteration 46Q: 3 clusters Score -201704.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -201708.734375 Penalty: 3680.310059
	Iteration 47Q: 3 clusters Score -201708.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -201713.687500 Penalty: 3680.310059
	Iteration 48Q: 3 clusters Score -201713.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -201718.109375 Penalty: 3680.310059
	Iteration 49Q: 3 clusters Score -201718.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -201720.234375 Penalty: 3680.310059
	Iteration 50Q: 3 clusters Score -201720.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -201722.500000 Penalty: 3680.310059
	Iteration 51Q: 3 clusters Score -201722.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -201722.765625 Penalty: 3680.310059
	Iteration 52Q: 3 clusters Score -201722.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -201724.843750 Penalty: 3680.310059
	Iteration 53Q: 3 clusters Score -201724.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -201724.921875 Penalty: 3680.310059
	Iteration 54Q: 3 clusters Score -201724.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -201724.921875 Penalty: 3680.310059
	Iteration 55F: 3 clusters Score -201724.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Entering Unmasked Estep 
Score: -2439423.000000 Penalty: 2450.662109
	Iteration 0F: 2 clusters Score -2439423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -2425544.000000 Penalty: 4901.324219
	Iteration 0F: 3 clusters Score -2425544 nChanged 8635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -2430125.250000 Penalty: 4901.324219
	Iteration 1F: 3 clusters Score -2430125 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2430472.250000 Penalty: 4901.324219
	Iteration 2F: 3 clusters Score -2430472 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -2430753.500000 Penalty: 4901.324219
	Iteration 3Q: 3 clusters Score -2430754 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -2430936.750000 Penalty: 4901.324219
	Iteration 4Q: 3 clusters Score -2430937 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2431078.750000 Penalty: 4901.324219
	Iteration 5Q: 3 clusters Score -2431079 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -2431203.750000 Penalty: 4901.324219
	Iteration 6Q: 3 clusters Score -2431204 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -2431296.750000 Penalty: 4901.324219
	Iteration 7Q: 3 clusters Score -2431297 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2431378.250000 Penalty: 4901.324219
	Iteration 8Q: 3 clusters Score -2431378 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -2431455.000000 Penalty: 4901.324219
	Iteration 9Q: 3 clusters Score -2431455 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -2431528.750000 Penalty: 4901.324219
	Iteration 10Q: 3 clusters Score -2431529 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -2431594.250000 Penalty: 4901.324219
	Iteration 11Q: 3 clusters Score -2431594 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2431632.750000 Penalty: 4901.324219
	Iteration 12Q: 3 clusters Score -2431633 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -2431676.750000 Penalty: 4901.324219
	Iteration 13Q: 3 clusters Score -2431677 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -2431718.000000 Penalty: 4901.324219
	Iteration 14Q: 3 clusters Score -2431718 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -2431773.250000 Penalty: 4901.324219
	Iteration 15Q: 3 clusters Score -2431773 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2431844.500000 Penalty: 4901.324219
	Iteration 16Q: 3 clusters Score -2431844 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -2431913.500000 Penalty: 4901.324219
	Iteration 17Q: 3 clusters Score -2431914 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -2431982.500000 Penalty: 4901.324219
	Iteration 18Q: 3 clusters Score -2431982 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -2432092.000000 Penalty: 4901.324219
	Iteration 19Q: 3 clusters Score -2432092 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2432230.500000 Penalty: 4901.324219
	Iteration 20F: 3 clusters Score -2432230 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -2432404.750000 Penalty: 4901.324219
	Iteration 21Q: 3 clusters Score -2432405 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -2432621.000000 Penalty: 4901.324219
	Iteration 22Q: 3 clusters Score -2432621 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -2432882.000000 Penalty: 4901.324219
	Iteration 23Q: 3 clusters Score -2432882 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -2433194.250000 Penalty: 4901.324219
	Iteration 24Q: 3 clusters Score -2433194 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2433502.000000 Penalty: 4901.324219
	Iteration 25Q: 3 clusters Score -2433502 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -2433819.250000 Penalty: 4901.324219
	Iteration 26Q: 3 clusters Score -2433819 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -2434168.000000 Penalty: 4901.324219
	Iteration 27Q: 3 clusters Score -2434168 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -2434529.250000 Penalty: 4901.324219
	Iteration 28Q: 3 clusters Score -2434529 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2434936.000000 Penalty: 4901.324219
	Iteration 29Q: 3 clusters Score -2434936 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -2435356.500000 Penalty: 4901.324219
	Iteration 30Q: 3 clusters Score -2435356 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -2435784.750000 Penalty: 4901.324219
	Iteration 31Q: 3 clusters Score -2435785 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -2436199.500000 Penalty: 4901.324219
	Iteration 32Q: 3 clusters Score -2436200 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -2436566.750000 Penalty: 4901.324219
	Iteration 33Q: 3 clusters Score -2436567 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -2436836.500000 Penalty: 4901.324219
	Iteration 34Q: 3 clusters Score -2436836 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -2437018.000000 Penalty: 4901.324219
	Iteration 35Q: 3 clusters Score -2437018 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -2437112.250000 Penalty: 4901.324219
	Iteration 36Q: 3 clusters Score -2437112 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -2437169.000000 Penalty: 4901.324219
	Iteration 37Q: 3 clusters Score -2437169 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -2437210.000000 Penalty: 4901.324219
	Iteration 38Q: 3 clusters Score -2437210 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -2437248.250000 Penalty: 4901.324219
	Iteration 39Q: 3 clusters Score -2437248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -2437271.500000 Penalty: 4901.324219
	Iteration 40F: 3 clusters Score -2437272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -2437283.000000 Penalty: 4901.324219
	Iteration 41Q: 3 clusters Score -2437283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -2437294.000000 Penalty: 4901.324219
	Iteration 42Q: 3 clusters Score -2437294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -2437300.750000 Penalty: 4901.324219
	Iteration 43Q: 3 clusters Score -2437301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -2437308.750000 Penalty: 4901.324219
	Iteration 44Q: 3 clusters Score -2437309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -2437316.250000 Penalty: 4901.324219
	Iteration 45Q: 3 clusters Score -2437316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -2437318.500000 Penalty: 4901.324219
	Iteration 46Q: 3 clusters Score -2437318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -2437321.750000 Penalty: 4901.324219
	Iteration 47Q: 3 clusters Score -2437322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -2437326.250000 Penalty: 4901.324219
	Iteration 48Q: 3 clusters Score -2437326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -2437326.000000 Penalty: 4901.324219
	Iteration 49Q: 3 clusters Score -2437326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -2437326.000000 Penalty: 4901.324219
	Iteration 50F: 3 clusters Score -2437326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Entering Unmasked Estep 
Score: -528736.562500 Penalty: 2061.653076
	Iteration 0F: 2 clusters Score -528736.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -524763.437500 Penalty: 4123.306152
	Iteration 0F: 3 clusters Score -524763.4 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -525585.625000 Penalty: 4123.306152
	Iteration 1F: 3 clusters Score -525585.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -525781.812500 Penalty: 4123.306152
	Iteration 2F: 3 clusters Score -525781.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -525886.375000 Penalty: 4123.306152
	Iteration 3Q: 3 clusters Score -525886.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -525955.187500 Penalty: 4123.306152
	Iteration 4Q: 3 clusters Score -525955.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -526019.125000 Penalty: 4123.306152
	Iteration 5Q: 3 clusters Score -526019.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -526073.750000 Penalty: 4123.306152
	Iteration 6Q: 3 clusters Score -526073.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -526117.750000 Penalty: 4123.306152
	Iteration 7Q: 3 clusters Score -526117.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -526140.687500 Penalty: 4123.306152
	Iteration 8Q: 3 clusters Score -526140.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -526163.000000 Penalty: 4123.306152
	Iteration 9Q: 3 clusters Score -526163 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -526185.625000 Penalty: 4123.306152
	Iteration 10Q: 3 clusters Score -526185.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -526214.500000 Penalty: 4123.306152
	Iteration 11Q: 3 clusters Score -526214.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -526250.625000 Penalty: 4123.306152
	Iteration 12Q: 3 clusters Score -526250.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -526286.937500 Penalty: 4123.306152
	Iteration 13Q: 3 clusters Score -526286.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -526317.875000 Penalty: 4123.306152
	Iteration 14Q: 3 clusters Score -526317.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -526354.625000 Penalty: 4123.306152
	Iteration 15Q: 3 clusters Score -526354.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -526390.812500 Penalty: 4123.306152
	Iteration 16Q: 3 clusters Score -526390.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -526427.000000 Penalty: 4123.306152
	Iteration 17Q: 3 clusters Score -526427 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -526458.750000 Penalty: 4123.306152
	Iteration 18Q: 3 clusters Score -526458.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -526481.562500 Penalty: 4123.306152
	Iteration 19Q: 3 clusters Score -526481.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -526498.000000 Penalty: 4123.306152
	Iteration 20F: 3 clusters Score -526498 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -526517.062500 Penalty: 4123.306152
	Iteration 21Q: 3 clusters Score -526517.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -526540.750000 Penalty: 4123.306152
	Iteration 22Q: 3 clusters Score -526540.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -526565.812500 Penalty: 4123.306152
	Iteration 23Q: 3 clusters Score -526565.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -526584.812500 Penalty: 4123.306152
	Iteration 24Q: 3 clusters Score -526584.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -526603.062500 Penalty: 4123.306152
	Iteration 25Q: 3 clusters Score -526603.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -526615.312500 Penalty: 4123.306152
	Iteration 26Q: 3 clusters Score -526615.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -526624.437500 Penalty: 4123.306152
	Iteration 27Q: 3 clusters Score -526624.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -526635.687500 Penalty: 4123.306152
	Iteration 28Q: 3 clusters Score -526635.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -526652.000000 Penalty: 4123.306152
	Iteration 29Q: 3 clusters Score -526652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -526664.375000 Penalty: 4123.306152
	Iteration 30Q: 3 clusters Score -526664.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -526676.875000 Penalty: 4123.306152
	Iteration 31Q: 3 clusters Score -526676.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -526691.812500 Penalty: 4123.306152
	Iteration 32Q: 3 clusters Score -526691.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -526702.625000 Penalty: 4123.306152
	Iteration 33Q: 3 clusters Score -526702.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -526713.687500 Penalty: 4123.306152
	Iteration 34Q: 3 clusters Score -526713.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -526717.062500 Penalty: 4123.306152
	Iteration 35Q: 3 clusters Score -526717.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -526722.937500 Penalty: 4123.306152
	Iteration 36Q: 3 clusters Score -526722.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -526730.562500 Penalty: 4123.306152
	Iteration 37Q: 3 clusters Score -526730.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -526740.562500 Penalty: 4123.306152
	Iteration 38Q: 3 clusters Score -526740.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -526752.500000 Penalty: 4123.306152
	Iteration 39Q: 3 clusters Score -526752.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -526769.437500 Penalty: 4123.306152
	Iteration 40F: 3 clusters Score -526769.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -526782.625000 Penalty: 4123.306152
	Iteration 41Q: 3 clusters Score -526782.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -526798.250000 Penalty: 4123.306152
	Iteration 42Q: 3 clusters Score -526798.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -526806.187500 Penalty: 4123.306152
	Iteration 43Q: 3 clusters Score -526806.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -526810.750000 Penalty: 4123.306152
	Iteration 44Q: 3 clusters Score -526810.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -526815.000000 Penalty: 4123.306152
	Iteration 45Q: 3 clusters Score -526815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -526817.562500 Penalty: 4123.306152
	Iteration 46Q: 3 clusters Score -526817.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -526824.625000 Penalty: 4123.306152
	Iteration 47Q: 3 clusters Score -526824.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -526831.250000 Penalty: 4123.306152
	Iteration 48Q: 3 clusters Score -526831.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -526837.000000 Penalty: 4123.306152
	Iteration 49Q: 3 clusters Score -526837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -526843.750000 Penalty: 4123.306152
	Iteration 50Q: 3 clusters Score -526843.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -526849.312500 Penalty: 4123.306152
	Iteration 51Q: 3 clusters Score -526849.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -526855.000000 Penalty: 4123.306152
	Iteration 52Q: 3 clusters Score -526855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -526860.437500 Penalty: 4123.306152
	Iteration 53Q: 3 clusters Score -526860.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -526864.437500 Penalty: 4123.306152
	Iteration 54Q: 3 clusters Score -526864.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -526871.812500 Penalty: 4123.306152
	Iteration 55Q: 3 clusters Score -526871.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -526879.687500 Penalty: 4123.306152
	Iteration 56Q: 3 clusters Score -526879.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -526885.250000 Penalty: 4123.306152
	Iteration 57Q: 3 clusters Score -526885.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -526890.375000 Penalty: 4123.306152
	Iteration 58Q: 3 clusters Score -526890.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -526895.000000 Penalty: 4123.306152
	Iteration 59Q: 3 clusters Score -526895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -526897.562500 Penalty: 4123.306152
	Iteration 60F: 3 clusters Score -526897.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -526899.750000 Penalty: 4123.306152
	Iteration 61Q: 3 clusters Score -526899.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -526900.187500 Penalty: 4123.306152
	Iteration 62Q: 3 clusters Score -526900.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -526900.187500 Penalty: 4123.306152
	Iteration 63F: 3 clusters Score -526900.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Entering Unmasked Estep 
Score: -2511597.250000 Penalty: 2450.129395
	Iteration 0F: 2 clusters Score -2511597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -2497896.500000 Penalty: 4900.258789
	Iteration 0F: 3 clusters Score -2497896 nChanged 8432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -2502415.750000 Penalty: 4900.258789
	Iteration 1F: 3 clusters Score -2502416 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -2502820.250000 Penalty: 4900.258789
	Iteration 2F: 3 clusters Score -2502820 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2503118.250000 Penalty: 4900.258789
	Iteration 3Q: 3 clusters Score -2503118 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -2503400.250000 Penalty: 4900.258789
	Iteration 4Q: 3 clusters Score -2503400 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2503656.500000 Penalty: 4900.258789
	Iteration 5Q: 3 clusters Score -2503656 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -2503910.750000 Penalty: 4900.258789
	Iteration 6Q: 3 clusters Score -2503911 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -2504263.000000 Penalty: 4900.258789
	Iteration 7Q: 3 clusters Score -2504263 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -2504726.750000 Penalty: 4900.258789
	Iteration 8Q: 3 clusters Score -2504727 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -2505274.000000 Penalty: 4900.258789
	Iteration 9Q: 3 clusters Score -2505274 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -2505885.500000 Penalty: 4900.258789
	Iteration 10Q: 3 clusters Score -2505886 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -2506607.250000 Penalty: 4900.258789
	Iteration 11Q: 3 clusters Score -2506607 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -2507301.000000 Penalty: 4900.258789
	Iteration 12Q: 3 clusters Score -2507301 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -2507860.250000 Penalty: 4900.258789
	Iteration 13Q: 3 clusters Score -2507860 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -2508215.750000 Penalty: 4900.258789
	Iteration 14Q: 3 clusters Score -2508216 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -2508451.250000 Penalty: 4900.258789
	Iteration 15Q: 3 clusters Score -2508451 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -2508630.000000 Penalty: 4900.258789
	Iteration 16Q: 3 clusters Score -2508630 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -2508760.750000 Penalty: 4900.258789
	Iteration 17Q: 3 clusters Score -2508761 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -2508857.750000 Penalty: 4900.258789
	Iteration 18Q: 3 clusters Score -2508858 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -2508946.000000 Penalty: 4900.258789
	Iteration 19Q: 3 clusters Score -2508946 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -2509021.500000 Penalty: 4900.258789
	Iteration 20F: 3 clusters Score -2509022 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -2509085.750000 Penalty: 4900.258789
	Iteration 21Q: 3 clusters Score -2509086 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -2509156.250000 Penalty: 4900.258789
	Iteration 22Q: 3 clusters Score -2509156 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -2509213.250000 Penalty: 4900.258789
	Iteration 23Q: 3 clusters Score -2509213 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -2509250.500000 Penalty: 4900.258789
	Iteration 24Q: 3 clusters Score -2509250 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -2509280.750000 Penalty: 4900.258789
	Iteration 25Q: 3 clusters Score -2509281 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -2509310.250000 Penalty: 4900.258789
	Iteration 26Q: 3 clusters Score -2509310 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -2509328.750000 Penalty: 4900.258789
	Iteration 27Q: 3 clusters Score -2509329 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -2509339.500000 Penalty: 4900.258789
	Iteration 28Q: 3 clusters Score -2509340 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -2509348.750000 Penalty: 4900.258789
	Iteration 29Q: 3 clusters Score -2509349 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2509360.750000 Penalty: 4900.258789
	Iteration 30Q: 3 clusters Score -2509361 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -2509372.750000 Penalty: 4900.258789
	Iteration 31Q: 3 clusters Score -2509373 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -2509382.500000 Penalty: 4900.258789
	Iteration 32Q: 3 clusters Score -2509382 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -2509389.000000 Penalty: 4900.258789
	Iteration 33Q: 3 clusters Score -2509389 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -2509399.500000 Penalty: 4900.258789
	Iteration 34Q: 3 clusters Score -2509400 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -2509413.750000 Penalty: 4900.258789
	Iteration 35Q: 3 clusters Score -2509414 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -2509428.750000 Penalty: 4900.258789
	Iteration 36Q: 3 clusters Score -2509429 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -2509438.250000 Penalty: 4900.258789
	Iteration 37Q: 3 clusters Score -2509438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -2509444.250000 Penalty: 4900.258789
	Iteration 38Q: 3 clusters Score -2509444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -2509452.000000 Penalty: 4900.258789
	Iteration 39Q: 3 clusters Score -2509452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -2509464.250000 Penalty: 4900.258789
	Iteration 40F: 3 clusters Score -2509464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -2509477.500000 Penalty: 4900.258789
	Iteration 41Q: 3 clusters Score -2509478 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -2509484.750000 Penalty: 4900.258789
	Iteration 42Q: 3 clusters Score -2509485 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -2509503.250000 Penalty: 4900.258789
	Iteration 43Q: 3 clusters Score -2509503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -2509511.750000 Penalty: 4900.258789
	Iteration 44Q: 3 clusters Score -2509512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -2509511.500000 Penalty: 4900.258789
	Iteration 45Q: 3 clusters Score -2509512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -2509514.500000 Penalty: 4900.258789
	Iteration 46Q: 3 clusters Score -2509514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -2509517.000000 Penalty: 4900.258789
	Iteration 47Q: 3 clusters Score -2509517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -2509521.000000 Penalty: 4900.258789
	Iteration 48Q: 3 clusters Score -2509521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -2509521.250000 Penalty: 4900.258789
	Iteration 49Q: 3 clusters Score -2509521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -2509526.750000 Penalty: 4900.258789
	Iteration 50Q: 3 clusters Score -2509527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -2509528.000000 Penalty: 4900.258789
	Iteration 51Q: 3 clusters Score -2509528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -2509529.250000 Penalty: 4900.258789
	Iteration 52Q: 3 clusters Score -2509529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -2509536.250000 Penalty: 4900.258789
	Iteration 53Q: 3 clusters Score -2509536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2509534.250000 Penalty: 4900.258789
	Iteration 54Q: 3 clusters Score -2509534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -2509534.000000 Penalty: 4900.258789
	Iteration 55Q: 3 clusters Score -2509534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -2509536.000000 Penalty: 4900.258789
	Iteration 56Q: 3 clusters Score -2509536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -2509538.500000 Penalty: 4900.258789
	Iteration 57Q: 3 clusters Score -2509538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -2509537.750000 Penalty: 4900.258789
	Iteration 58Q: 3 clusters Score -2509538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -2509540.250000 Penalty: 4900.258789
	Iteration 59Q: 3 clusters Score -2509540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -2509540.750000 Penalty: 4900.258789
	Iteration 60F: 3 clusters Score -2509541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -2509544.750000 Penalty: 4900.258789
	Iteration 61Q: 3 clusters Score -2509545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -2509546.250000 Penalty: 4900.258789
	Iteration 62Q: 3 clusters Score -2509546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -2509545.750000 Penalty: 4900.258789
	Iteration 63Q: 3 clusters Score -2509546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -2509546.750000 Penalty: 4900.258789
	Iteration 64Q: 3 clusters Score -2509547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -2509547.250000 Penalty: 4900.258789
	Iteration 65Q: 3 clusters Score -2509547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -2509549.250000 Penalty: 4900.258789
	Iteration 66Q: 3 clusters Score -2509549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -2509547.750000 Penalty: 4900.258789
	Iteration 67Q: 3 clusters Score -2509548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -2509547.750000 Penalty: 4900.258789
	Iteration 68F: 3 clusters Score -2509548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (208396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208396 members 
Entering Unmasked Estep 
Score: -26326800.000000 Penalty: 3037.304443
	Iteration 0F: 2 clusters Score -2.63268e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103930 members 
Mstep: Class 2 contains 104466 members 
Entering Unmasked Estep 
Score: -26192876.000000 Penalty: 6074.608887
	Iteration 0F: 3 clusters Score -2.619288e+07 nChanged 100075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100025 members 
Mstep: Class 2 contains 108371 members 
Entering Unmasked Estep 
Score: -26251350.000000 Penalty: 6074.608887
	Iteration 1F: 3 clusters Score -2.625135e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97466 members 
Mstep: Class 2 contains 110930 members 
Entering Unmasked Estep 
Score: -26252698.000000 Penalty: 6074.608887
	Iteration 2Q: 3 clusters Score -2.62527e+07 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93538 members 
Mstep: Class 2 contains 114858 members 
Entering Unmasked Estep 
Score: -26255044.000000 Penalty: 6074.608887
	Iteration 3Q: 3 clusters Score -2.625504e+07 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87480 members 
Mstep: Class 2 contains 120916 members 
Entering Unmasked Estep 
Score: -26258124.000000 Penalty: 6074.608887
	Iteration 4Q: 3 clusters Score -2.625812e+07 nChanged 10270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78560 members 
Mstep: Class 2 contains 129836 members 
Entering Unmasked Estep 
Score: -26263756.000000 Penalty: 6074.608887
	Iteration 5Q: 3 clusters Score -2.626376e+07 nChanged 13227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66123 members 
Mstep: Class 2 contains 142273 members 
Entering Unmasked Estep 
Score: -26272590.000000 Penalty: 6074.608887
	Iteration 6F: 3 clusters Score -2.627259e+07 nChanged 15801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50662 members 
Mstep: Class 2 contains 157734 members 
Entering Unmasked Estep 
Score: -26285328.000000 Penalty: 6074.608887
	Iteration 7F: 3 clusters Score -2.628533e+07 nChanged 16521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 174165 members 
Entering Unmasked Estep 
Score: -26299866.000000 Penalty: 6074.608887
	Iteration 8F: 3 clusters Score -2.629987e+07 nChanged 13988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 188143 members 
Entering Unmasked Estep 
Score: -26312000.000000 Penalty: 6074.608887
	Iteration 9F: 3 clusters Score -2.6312e+07 nChanged 9617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 197752 members 
Entering Unmasked Estep 
Score: -26319376.000000 Penalty: 6074.608887
	Iteration 10Q: 3 clusters Score -2.631938e+07 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 203182 members 
Entering Unmasked Estep 
Score: -26322332.000000 Penalty: 6074.608887
	Iteration 11Q: 3 clusters Score -2.632233e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 205780 members 
Entering Unmasked Estep 
Score: -26323392.000000 Penalty: 6074.608887
	Iteration 12Q: 3 clusters Score -2.632339e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 206964 members 
Entering Unmasked Estep 
Score: -26323938.000000 Penalty: 6074.608887
	Iteration 13Q: 3 clusters Score -2.632394e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 207450 members 
Entering Unmasked Estep 
Score: -26324124.000000 Penalty: 6074.608887
	Iteration 14Q: 3 clusters Score -2.632412e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 207652 members 
Entering Unmasked Estep 
Score: -26324196.000000 Penalty: 6074.608887
	Iteration 15Q: 3 clusters Score -2.63242e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 207762 members 
Entering Unmasked Estep 
Score: -26324236.000000 Penalty: 6074.608887
	Iteration 16Q: 3 clusters Score -2.632424e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 207836 members 
Entering Unmasked Estep 
Score: -26324240.000000 Penalty: 6074.608887
	Iteration 17Q: 3 clusters Score -2.632424e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 207882 members 
Entering Unmasked Estep 
Score: -26324276.000000 Penalty: 6074.608887
	Iteration 18Q: 3 clusters Score -2.632428e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 207907 members 
Entering Unmasked Estep 
Score: -26324286.000000 Penalty: 6074.608887
	Iteration 19Q: 3 clusters Score -2.632429e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 207925 members 
Entering Unmasked Estep 
Score: -26324286.000000 Penalty: 6074.608887
	Iteration 20F: 3 clusters Score -2.632429e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 207937 members 
Entering Unmasked Estep 
Score: -26324312.000000 Penalty: 6074.608887
	Iteration 21Q: 3 clusters Score -2.632431e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 207949 members 
Entering Unmasked Estep 
Score: -26324328.000000 Penalty: 6074.608887
	Iteration 22Q: 3 clusters Score -2.632433e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 207960 members 
Entering Unmasked Estep 
Score: -26324326.000000 Penalty: 6074.608887
	Iteration 23Q: 3 clusters Score -2.632433e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 207964 members 
Entering Unmasked Estep 
Score: -26324326.000000 Penalty: 6074.608887
	Iteration 24Q: 3 clusters Score -2.632433e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 207973 members 
Entering Unmasked Estep 
Score: -26324334.000000 Penalty: 6074.608887
	Iteration 25Q: 3 clusters Score -2.632433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 207973 members 
Entering Unmasked Estep 
Score: -26324336.000000 Penalty: 6074.608887
	Iteration 26Q: 3 clusters Score -2.632434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 207976 members 
Entering Unmasked Estep 
Score: -26324340.000000 Penalty: 6074.608887
	Iteration 27Q: 3 clusters Score -2.632434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 207976 members 
Entering Unmasked Estep 
Score: -26324350.000000 Penalty: 6074.608887
	Iteration 28Q: 3 clusters Score -2.632435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 207978 members 
Entering Unmasked Estep 
Score: -26324346.000000 Penalty: 6074.608887
	Iteration 29Q: 3 clusters Score -2.632435e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 207978 members 
Entering Unmasked Estep 
Score: -26324354.000000 Penalty: 6074.608887
	Iteration 30Q: 3 clusters Score -2.632435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 207980 members 
Entering Unmasked Estep 
Score: -26324354.000000 Penalty: 6074.608887
	Iteration 31Q: 3 clusters Score -2.632435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 207982 members 
Entering Unmasked Estep 
Score: -26324356.000000 Penalty: 6074.608887
	Iteration 32Q: 3 clusters Score -2.632436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 207984 members 
Entering Unmasked Estep 
Score: -26324350.000000 Penalty: 6074.608887
	Iteration 33Q: 3 clusters Score -2.632435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 207985 members 
Entering Unmasked Estep 
Score: -26324338.000000 Penalty: 6074.608887
	Iteration 34Q: 3 clusters Score -2.632434e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 207985 members 
Entering Unmasked Estep 
Score: -26324338.000000 Penalty: 6074.608887
	Iteration 35F: 3 clusters Score -2.632434e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Entering Unmasked Estep 
Score: -1303556.250000 Penalty: 2288.222900
	Iteration 0F: 2 clusters Score -1303556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1295702.750000 Penalty: 4576.445801
	Iteration 0F: 3 clusters Score -1295703 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1298067.375000 Penalty: 4576.445801
	Iteration 1F: 3 clusters Score -1298067 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1298370.250000 Penalty: 4576.445801
	Iteration 2F: 3 clusters Score -1298370 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1298597.875000 Penalty: 4576.445801
	Iteration 3F: 3 clusters Score -1298598 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1298760.750000 Penalty: 4576.445801
	Iteration 4Q: 3 clusters Score -1298761 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1298912.000000 Penalty: 4576.445801
	Iteration 5Q: 3 clusters Score -1298912 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1299078.625000 Penalty: 4576.445801
	Iteration 6Q: 3 clusters Score -1299079 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1299255.750000 Penalty: 4576.445801
	Iteration 7Q: 3 clusters Score -1299256 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1299433.125000 Penalty: 4576.445801
	Iteration 8Q: 3 clusters Score -1299433 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1299597.625000 Penalty: 4576.445801
	Iteration 9Q: 3 clusters Score -1299598 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1299789.125000 Penalty: 4576.445801
	Iteration 10Q: 3 clusters Score -1299789 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1300036.500000 Penalty: 4576.445801
	Iteration 11Q: 3 clusters Score -1300036 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1300319.625000 Penalty: 4576.445801
	Iteration 12Q: 3 clusters Score -1300320 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1300624.625000 Penalty: 4576.445801
	Iteration 13Q: 3 clusters Score -1300625 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1300968.625000 Penalty: 4576.445801
	Iteration 14Q: 3 clusters Score -1300969 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1301283.625000 Penalty: 4576.445801
	Iteration 15Q: 3 clusters Score -1301284 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1301502.250000 Penalty: 4576.445801
	Iteration 16Q: 3 clusters Score -1301502 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1301656.750000 Penalty: 4576.445801
	Iteration 17Q: 3 clusters Score -1301657 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1301779.875000 Penalty: 4576.445801
	Iteration 18Q: 3 clusters Score -1301780 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1301865.500000 Penalty: 4576.445801
	Iteration 19Q: 3 clusters Score -1301866 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1301917.375000 Penalty: 4576.445801
	Iteration 20F: 3 clusters Score -1301917 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1301942.375000 Penalty: 4576.445801
	Iteration 21Q: 3 clusters Score -1301942 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1301960.125000 Penalty: 4576.445801
	Iteration 22Q: 3 clusters Score -1301960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1301972.250000 Penalty: 4576.445801
	Iteration 23Q: 3 clusters Score -1301972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1301979.000000 Penalty: 4576.445801
	Iteration 24Q: 3 clusters Score -1301979 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1301984.500000 Penalty: 4576.445801
	Iteration 25Q: 3 clusters Score -1301984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1301990.125000 Penalty: 4576.445801
	Iteration 26Q: 3 clusters Score -1301990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1301992.000000 Penalty: 4576.445801
	Iteration 27Q: 3 clusters Score -1301992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1301998.375000 Penalty: 4576.445801
	Iteration 28Q: 3 clusters Score -1301998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1301998.625000 Penalty: 4576.445801
	Iteration 29Q: 3 clusters Score -1301999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1302003.875000 Penalty: 4576.445801
	Iteration 30Q: 3 clusters Score -1302004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1302012.125000 Penalty: 4576.445801
	Iteration 31Q: 3 clusters Score -1302012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1302016.250000 Penalty: 4576.445801
	Iteration 32Q: 3 clusters Score -1302016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1302020.375000 Penalty: 4576.445801
	Iteration 33Q: 3 clusters Score -1302020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1302023.750000 Penalty: 4576.445801
	Iteration 34Q: 3 clusters Score -1302024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1302028.625000 Penalty: 4576.445801
	Iteration 35Q: 3 clusters Score -1302029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1302029.250000 Penalty: 4576.445801
	Iteration 36Q: 3 clusters Score -1302029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1302031.625000 Penalty: 4576.445801
	Iteration 37Q: 3 clusters Score -1302032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1302039.875000 Penalty: 4576.445801
	Iteration 38Q: 3 clusters Score -1302040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1302048.000000 Penalty: 4576.445801
	Iteration 39Q: 3 clusters Score -1302048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1302051.500000 Penalty: 4576.445801
	Iteration 40F: 3 clusters Score -1302052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1302054.625000 Penalty: 4576.445801
	Iteration 41Q: 3 clusters Score -1302055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1302062.250000 Penalty: 4576.445801
	Iteration 42Q: 3 clusters Score -1302062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1302059.875000 Penalty: 4576.445801
	Iteration 43Q: 3 clusters Score -1302060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1302062.250000 Penalty: 4576.445801
	Iteration 44Q: 3 clusters Score -1302062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1302062.375000 Penalty: 4576.445801
	Iteration 45Q: 3 clusters Score -1302062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1302063.500000 Penalty: 4576.445801
	Iteration 46Q: 3 clusters Score -1302064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1302064.625000 Penalty: 4576.445801
	Iteration 47Q: 3 clusters Score -1302065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1302070.750000 Penalty: 4576.445801
	Iteration 48Q: 3 clusters Score -1302071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1302071.250000 Penalty: 4576.445801
	Iteration 49Q: 3 clusters Score -1302071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1302075.500000 Penalty: 4576.445801
	Iteration 50Q: 3 clusters Score -1302076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1302080.125000 Penalty: 4576.445801
	Iteration 51Q: 3 clusters Score -1302080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1302079.875000 Penalty: 4576.445801
	Iteration 52Q: 3 clusters Score -1302080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1302080.000000 Penalty: 4576.445801
	Iteration 53Q: 3 clusters Score -1302080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1302081.250000 Penalty: 4576.445801
	Iteration 54Q: 3 clusters Score -1302081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1302081.250000 Penalty: 4576.445801
	Iteration 55F: 3 clusters Score -1302081 nChanged 0
--- Evaluating fit on full set of 1383753 points ---
Entering Unmasked Estep 
Score: -173485264.000000 Penalty: 80656.328125
24->24 Clusters: Score -173485264.000000, best is -173698896.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 461251 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 19608 members 
Mstep: Class 3 contains 18960 members 
Mstep: Class 4 contains 19300 members 
Mstep: Class 5 contains 19240 members 
Mstep: Class 6 contains 18982 members 
Mstep: Class 7 contains 19294 members 
Mstep: Class 8 contains 19220 members 
Mstep: Class 9 contains 19149 members 
Mstep: Class 10 contains 18918 members 
Mstep: Class 11 contains 19152 members 
Mstep: Class 12 contains 19137 members 
Mstep: Class 13 contains 19289 members 
Mstep: Class 14 contains 19231 members 
Mstep: Class 15 contains 19211 members 
Mstep: Class 16 contains 19240 members 
Mstep: Class 17 contains 19060 members 
Mstep: Class 18 contains 19214 members 
Mstep: Class 19 contains 19302 members 
Mstep: Class 20 contains 19373 members 
Mstep: Class 21 contains 19181 members 
Mstep: Class 22 contains 19459 members 
Mstep: Class 23 contains 19393 members 
Mstep: Class 24 contains 19295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 7.868149 but Gain 3234.335938
Score: -53380800.000000 Penalty: 74389.843750
Iteration 0F: 24 clusters Score -5.33808e+07 nChanged 441059
Entering Unmasked Mstep 
Mstep: Class 0 contains 2868 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 263922 members 
Mstep: Class 3 contains 222 members 
Mstep: Class 4 contains 1310 members 
Mstep: Class 6 contains 326 members 
Mstep: Class 7 contains 620 members 
Mstep: Class 8 contains 13129 members 
Mstep: Class 9 contains 85 members 
Mstep: Class 10 contains 35340 members 
Mstep: Class 11 contains 23 members 
Deleted class 11: not enough members
Mstep: Class 12 contains 8357 members 
Mstep: Class 13 contains 1260 members 
Mstep: Class 14 contains 1138 members 
Mstep: Class 15 contains 628 members 
Mstep: Class 16 contains 13720 members 
Mstep: Class 17 contains 6742 members 
Mstep: Class 18 contains 2463 members 
Mstep: Class 19 contains 10587 members 
Mstep: Class 20 contains 39060 members 
Mstep: Class 21 contains 5903 members 
Mstep: Class 22 contains 6502 members 
Mstep: Class 23 contains 4621 members 
Mstep: Class 24 contains 875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 248.311050 but Gain 3234.335938
Score: -56968880.000000 Penalty: 67921.164062
Iteration 1F: 22 clusters Score -5.696888e+07 nChanged 123994
Entering Unmasked Mstep 
Mstep: Class 0 contains 2469 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 335116 members 
Mstep: Class 3 contains 250 members 
Mstep: Class 4 contains 549 members 
Mstep: Class 6 contains 292 members 
Mstep: Class 7 contains 373 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 26808 members 
Mstep: Class 12 contains 3677 members 
Mstep: Class 13 contains 399 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 8499 members 
Mstep: Class 17 contains 2944 members 
Mstep: Class 18 contains 1050 members 
Mstep: Class 19 contains 6802 members 
Mstep: Class 20 contains 32691 members 
Mstep: Class 21 contains 1438 members 
Mstep: Class 22 contains 2936 members 
Mstep: Class 23 contains 2204 members 
Mstep: Class 24 contains 2231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 358.275513 but Gain 3234.343750
Score: -57172796.000000 Penalty: 64686.820312
Iteration 2F: 21 clusters Score -5.71728e+07 nChanged 60030
Entering Unmasked Mstep 
Mstep: Class 0 contains 1588 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 351411 members 
Mstep: Class 3 contains 297 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 277 members 
Mstep: Class 8 contains 1815 members 
Mstep: Class 9 contains 1225 members 
Mstep: Class 10 contains 28270 members 
Mstep: Class 12 contains 1877 members 
Mstep: Class 14 contains 695 members 
Mstep: Class 16 contains 7939 members 
Mstep: Class 17 contains 1716 members 
Mstep: Class 18 contains 853 members 
Mstep: Class 19 contains 6371 members 
Mstep: Class 20 contains 25385 members 
Mstep: Class 21 contains 1065 members 
Mstep: Class 22 contains 1897 members 
Mstep: Class 23 contains 1667 members 
Mstep: Class 24 contains 3948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 546.223633 but Gain 3234.339844
Score: -57253496.000000 Penalty: 61452.480469
Iteration 3F: 20 clusters Score -5.72535e+07 nChanged 40310
Entering Unmasked Mstep 
Mstep: Class 0 contains 1402 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 345987 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 357 members 
Mstep: Class 8 contains 1732 members 
Mstep: Class 9 contains 1303 members 
Mstep: Class 10 contains 37955 members 
Mstep: Class 12 contains 1298 members 
Mstep: Class 14 contains 731 members 
Mstep: Class 16 contains 8092 members 
Mstep: Class 17 contains 1417 members 
Mstep: Class 18 contains 1452 members 
Mstep: Class 19 contains 6451 members 
Mstep: Class 20 contains 20583 members 
Mstep: Class 21 contains 1391 members 
Mstep: Class 22 contains 1747 members 
Mstep: Class 23 contains 1913 members 
Mstep: Class 24 contains 4260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 729.158691 but Gain 3234.343750
Score: -57311152.000000 Penalty: 58218.136719
Iteration 4F: 19 clusters Score -5.731115e+07 nChanged 36195
Entering Unmasked Mstep 
Mstep: Class 0 contains 1338 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 331961 members 
Mstep: Class 6 contains 351 members 
Mstep: Class 7 contains 714 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 51280 members 
Mstep: Class 12 contains 1069 members 
Mstep: Class 14 contains 802 members 
Mstep: Class 16 contains 8358 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 2973 members 
Mstep: Class 19 contains 5818 members 
Mstep: Class 20 contains 18035 members 
Mstep: Class 21 contains 2008 members 
Mstep: Class 22 contains 1971 members 
Mstep: Class 23 contains 2567 members 
Mstep: Class 24 contains 3880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1267.856323 but Gain 3234.339844
Score: -57381232.000000 Penalty: 54983.796875
Iteration 5F: 18 clusters Score -5.738123e+07 nChanged 34504
Entering Unmasked Mstep 
Mstep: Class 0 contains 1240 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 315388 members 
Mstep: Class 6 contains 372 members 
Mstep: Class 7 contains 1302 members 
Mstep: Class 8 contains 788 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 65537 members 
Mstep: Class 14 contains 894 members 
Mstep: Class 16 contains 8669 members 
Mstep: Class 17 contains 1398 members 
Mstep: Class 18 contains 4864 members 
Mstep: Class 19 contains 5052 members 
Mstep: Class 20 contains 16736 members 
Mstep: Class 21 contains 2900 members 
Mstep: Class 22 contains 2360 members 
Mstep: Class 23 contains 3484 members 
Mstep: Class 24 contains 3463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57450256.000000 Penalty: 54983.796875
Iteration 6F: 18 clusters Score -5.745026e+07 nChanged 29451
Entering Unmasked Mstep 
Mstep: Class 0 contains 1080 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 298519 members 
Mstep: Class 6 contains 393 members 
Mstep: Class 7 contains 1399 members 
Mstep: Class 8 contains 870 members 
Mstep: Class 9 contains 1300 members 
Mstep: Class 10 contains 78565 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 16 contains 9254 members 
Mstep: Class 17 contains 1376 members 
Mstep: Class 18 contains 6515 members 
Mstep: Class 19 contains 4518 members 
Mstep: Class 20 contains 15838 members 
Mstep: Class 21 contains 3876 members 
Mstep: Class 22 contains 2747 members 
Mstep: Class 23 contains 4438 members 
Mstep: Class 24 contains 3276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57502860.000000 Penalty: 54983.796875
Iteration 7F: 18 clusters Score -5.750286e+07 nChanged 26485
Entering Unmasked Mstep 
Mstep: Class 0 contains 913 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 282071 members 
Mstep: Class 6 contains 416 members 
Mstep: Class 7 contains 1426 members 
Mstep: Class 8 contains 1033 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 90361 members 
Mstep: Class 14 contains 799 members 
Mstep: Class 16 contains 9949 members 
Mstep: Class 17 contains 1350 members 
Mstep: Class 18 contains 7950 members 
Mstep: Class 19 contains 4334 members 
Mstep: Class 20 contains 15350 members 
Mstep: Class 21 contains 4848 members 
Mstep: Class 22 contains 3119 members 
Mstep: Class 23 contains 5471 members 
Mstep: Class 24 contains 3265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57541192.000000 Penalty: 54983.796875
Iteration 8F: 18 clusters Score -5.754119e+07 nChanged 24529
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 265717 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 101474 members 
Mstep: Class 14 contains 762 members 
Mstep: Class 16 contains 10616 members 
Mstep: Class 17 contains 1315 members 
Mstep: Class 18 contains 9116 members 
Mstep: Class 19 contains 4430 members 
Mstep: Class 20 contains 15321 members 
Mstep: Class 21 contains 5851 members 
Mstep: Class 22 contains 3453 members 
Mstep: Class 23 contains 6541 members 
Mstep: Class 24 contains 3363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57570980.000000 Penalty: 54983.796875
Iteration 9F: 18 clusters Score -5.757098e+07 nChanged 23172
Entering Unmasked Mstep 
Mstep: Class 0 contains 772 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 249627 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1455 members 
Mstep: Class 8 contains 1181 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 112086 members 
Mstep: Class 14 contains 741 members 
Mstep: Class 16 contains 11163 members 
Mstep: Class 17 contains 1267 members 
Mstep: Class 18 contains 9990 members 
Mstep: Class 19 contains 4661 members 
Mstep: Class 20 contains 15742 members 
Mstep: Class 21 contains 6816 members 
Mstep: Class 22 contains 3804 members 
Mstep: Class 23 contains 7611 members 
Mstep: Class 24 contains 3542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57593432.000000 Penalty: 54983.796875
Iteration 10F: 18 clusters Score -5.759343e+07 nChanged 21594
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 234301 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 121945 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 16 contains 11536 members 
Mstep: Class 17 contains 1213 members 
Mstep: Class 18 contains 10635 members 
Mstep: Class 19 contains 4962 members 
Mstep: Class 20 contains 16515 members 
Mstep: Class 21 contains 7783 members 
Mstep: Class 22 contains 4156 members 
Mstep: Class 23 contains 8656 members 
Mstep: Class 24 contains 3757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57611744.000000 Penalty: 54983.796875
Iteration 11Q: 18 clusters Score -5.761174e+07 nChanged 20180
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 220191 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 1280 members 
Mstep: Class 10 contains 131146 members 
Mstep: Class 14 contains 732 members 
Mstep: Class 16 contains 11759 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 11096 members 
Mstep: Class 19 contains 5344 members 
Mstep: Class 20 contains 17427 members 
Mstep: Class 21 contains 8684 members 
Mstep: Class 22 contains 4443 members 
Mstep: Class 23 contains 9602 members 
Mstep: Class 24 contains 3999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57630536.000000 Penalty: 54983.796875
Iteration 12Q: 18 clusters Score -5.763054e+07 nChanged 17629
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 208325 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1456 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 1283 members 
Mstep: Class 10 contains 139145 members 
Mstep: Class 14 contains 735 members 
Mstep: Class 16 contains 11794 members 
Mstep: Class 17 contains 1082 members 
Mstep: Class 18 contains 11405 members 
Mstep: Class 19 contains 5789 members 
Mstep: Class 20 contains 18258 members 
Mstep: Class 21 contains 9491 members 
Mstep: Class 22 contains 4709 members 
Mstep: Class 23 contains 10308 members 
Mstep: Class 24 contains 4236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57645904.000000 Penalty: 54983.796875
Iteration 13Q: 18 clusters Score -5.76459e+07 nChanged 15437
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 198636 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1455 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 1284 members 
Mstep: Class 10 contains 146159 members 
Mstep: Class 14 contains 735 members 
Mstep: Class 16 contains 11722 members 
Mstep: Class 17 contains 1023 members 
Mstep: Class 18 contains 11562 members 
Mstep: Class 19 contains 6226 members 
Mstep: Class 20 contains 18903 members 
Mstep: Class 21 contains 10070 members 
Mstep: Class 22 contains 4920 members 
Mstep: Class 23 contains 10842 members 
Mstep: Class 24 contains 4473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57657236.000000 Penalty: 54983.796875
Iteration 14Q: 18 clusters Score -5.765724e+07 nChanged 13426
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 190850 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1454 members 
Mstep: Class 8 contains 1193 members 
Mstep: Class 9 contains 1284 members 
Mstep: Class 10 contains 152225 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 16 contains 11630 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 11616 members 
Mstep: Class 19 contains 6679 members 
Mstep: Class 20 contains 19354 members 
Mstep: Class 21 contains 10531 members 
Mstep: Class 22 contains 5103 members 
Mstep: Class 23 contains 11231 members 
Mstep: Class 24 contains 4683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57665568.000000 Penalty: 54983.796875
Iteration 15Q: 18 clusters Score -5.766557e+07 nChanged 12169
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 184589 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1452 members 
Mstep: Class 8 contains 1193 members 
Mstep: Class 9 contains 1285 members 
Mstep: Class 10 contains 157619 members 
Mstep: Class 14 contains 736 members 
Mstep: Class 16 contains 11491 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 11584 members 
Mstep: Class 19 contains 7132 members 
Mstep: Class 20 contains 19658 members 
Mstep: Class 21 contains 10815 members 
Mstep: Class 22 contains 5255 members 
Mstep: Class 23 contains 11484 members 
Mstep: Class 24 contains 4874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57671512.000000 Penalty: 54983.796875
Iteration 16Q: 18 clusters Score -5.767151e+07 nChanged 11188
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 179057 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 8 contains 1193 members 
Mstep: Class 9 contains 1285 members 
Mstep: Class 10 contains 162537 members 
Mstep: Class 14 contains 738 members 
Mstep: Class 16 contains 11357 members 
Mstep: Class 17 contains 882 members 
Mstep: Class 18 contains 11523 members 
Mstep: Class 19 contains 7614 members 
Mstep: Class 20 contains 19969 members 
Mstep: Class 21 contains 11027 members 
Mstep: Class 22 contains 5411 members 
Mstep: Class 23 contains 11587 members 
Mstep: Class 24 contains 5004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57676276.000000 Penalty: 54983.796875
Iteration 17Q: 18 clusters Score -5.767628e+07 nChanged 10153
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 174358 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 1193 members 
Mstep: Class 9 contains 1285 members 
Mstep: Class 10 contains 166941 members 
Mstep: Class 14 contains 738 members 
Mstep: Class 16 contains 11173 members 
Mstep: Class 17 contains 842 members 
Mstep: Class 18 contains 11455 members 
Mstep: Class 19 contains 8098 members 
Mstep: Class 20 contains 20244 members 
Mstep: Class 21 contains 11163 members 
Mstep: Class 22 contains 5529 members 
Mstep: Class 23 contains 11577 members 
Mstep: Class 24 contains 5110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57680292.000000 Penalty: 54983.796875
Iteration 18Q: 18 clusters Score -5.768029e+07 nChanged 8945
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 170218 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 1193 members 
Mstep: Class 9 contains 1285 members 
Mstep: Class 10 contains 171023 members 
Mstep: Class 14 contains 739 members 
Mstep: Class 16 contains 10988 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 11406 members 
Mstep: Class 19 contains 8525 members 
Mstep: Class 20 contains 20424 members 
Mstep: Class 21 contains 11274 members 
Mstep: Class 22 contains 5610 members 
Mstep: Class 23 contains 11481 members 
Mstep: Class 24 contains 5183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57684000.000000 Penalty: 54983.796875
Iteration 19Q: 18 clusters Score -5.7684e+07 nChanged 7928
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 166715 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 1193 members 
Mstep: Class 9 contains 1285 members 
Mstep: Class 10 contains 174582 members 
Mstep: Class 14 contains 738 members 
Mstep: Class 16 contains 10828 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 11316 members 
Mstep: Class 19 contains 8969 members 
Mstep: Class 20 contains 20551 members 
Mstep: Class 21 contains 11361 members 
Mstep: Class 22 contains 5652 members 
Mstep: Class 23 contains 11354 members 
Mstep: Class 24 contains 5230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57687148.000000 Penalty: 54983.796875
Iteration 20F: 18 clusters Score -5.768715e+07 nChanged 7398
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 163604 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 1193 members 
Mstep: Class 9 contains 1285 members 
Mstep: Class 10 contains 177664 members 
Mstep: Class 14 contains 737 members 
Mstep: Class 16 contains 10694 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 11222 members 
Mstep: Class 19 contains 9444 members 
Mstep: Class 20 contains 20676 members 
Mstep: Class 21 contains 11403 members 
Mstep: Class 22 contains 5750 members 
Mstep: Class 23 contains 11230 members 
Mstep: Class 24 contains 5265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57689728.000000 Penalty: 54983.796875
Iteration 21Q: 18 clusters Score -5.768973e+07 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 160875 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 1193 members 
Mstep: Class 9 contains 1285 members 
Mstep: Class 10 contains 180488 members 
Mstep: Class 14 contains 740 members 
Mstep: Class 16 contains 10544 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 11138 members 
Mstep: Class 19 contains 9924 members 
Mstep: Class 20 contains 20736 members 
Mstep: Class 21 contains 11435 members 
Mstep: Class 22 contains 5790 members 
Mstep: Class 23 contains 11093 members 
Mstep: Class 24 contains 5261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57691784.000000 Penalty: 54983.796875
Iteration 22Q: 18 clusters Score -5.769178e+07 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 158539 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 1193 members 
Mstep: Class 9 contains 1285 members 
Mstep: Class 10 contains 182976 members 
Mstep: Class 14 contains 738 members 
Mstep: Class 16 contains 10383 members 
Mstep: Class 17 contains 739 members 
Mstep: Class 18 contains 11031 members 
Mstep: Class 19 contains 10426 members 
Mstep: Class 20 contains 20766 members 
Mstep: Class 21 contains 11465 members 
Mstep: Class 22 contains 5804 members 
Mstep: Class 23 contains 10988 members 
Mstep: Class 24 contains 5198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57693908.000000 Penalty: 54983.796875
Iteration 23Q: 18 clusters Score -5.769391e+07 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 156546 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 1193 members 
Mstep: Class 9 contains 1285 members 
Mstep: Class 10 contains 185179 members 
Mstep: Class 14 contains 739 members 
Mstep: Class 16 contains 10238 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 10925 members 
Mstep: Class 19 contains 10975 members 
Mstep: Class 20 contains 20777 members 
Mstep: Class 21 contains 11460 members 
Mstep: Class 22 contains 5780 members 
Mstep: Class 23 contains 10890 members 
Mstep: Class 24 contains 5072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57695628.000000 Penalty: 54983.796875
Iteration 24Q: 18 clusters Score -5.769563e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 154771 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 1193 members 
Mstep: Class 9 contains 1286 members 
Mstep: Class 10 contains 187099 members 
Mstep: Class 14 contains 738 members 
Mstep: Class 16 contains 10100 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 10836 members 
Mstep: Class 19 contains 11659 members 
Mstep: Class 20 contains 20781 members 
Mstep: Class 21 contains 11461 members 
Mstep: Class 22 contains 5709 members 
Mstep: Class 23 contains 10806 members 
Mstep: Class 24 contains 4836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57696940.000000 Penalty: 54983.796875
Iteration 25Q: 18 clusters Score -5.769694e+07 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 153128 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 1193 members 
Mstep: Class 9 contains 1286 members 
Mstep: Class 10 contains 188852 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 16 contains 9961 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 10751 members 
Mstep: Class 19 contains 12439 members 
Mstep: Class 20 contains 20773 members 
Mstep: Class 21 contains 11451 members 
Mstep: Class 22 contains 5659 members 
Mstep: Class 23 contains 10722 members 
Mstep: Class 24 contains 4514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57698460.000000 Penalty: 54983.796875
Iteration 26Q: 18 clusters Score -5.769846e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 151617 members 
Mstep: Class 6 contains 435 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 1193 members 
Mstep: Class 9 contains 1286 members 
Mstep: Class 10 contains 190460 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 16 contains 9819 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 10666 members 
Mstep: Class 19 contains 13316 members 
Mstep: Class 20 contains 20752 members 
Mstep: Class 21 contains 11420 members 
Mstep: Class 22 contains 5606 members 
Mstep: Class 23 contains 10638 members 
Mstep: Class 24 contains 4116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57699744.000000 Penalty: 54983.796875
Iteration 27Q: 18 clusters Score -5.769974e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 150284 members 
Mstep: Class 6 contains 435 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 1193 members 
Mstep: Class 9 contains 1286 members 
Mstep: Class 10 contains 191855 members 
Mstep: Class 14 contains 732 members 
Mstep: Class 16 contains 9649 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 10606 members 
Mstep: Class 19 contains 14223 members 
Mstep: Class 20 contains 20722 members 
Mstep: Class 21 contains 11385 members 
Mstep: Class 22 contains 5530 members 
Mstep: Class 23 contains 10566 members 
Mstep: Class 24 contains 3697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57701128.000000 Penalty: 54983.796875
Iteration 28Q: 18 clusters Score -5.770113e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 149095 members 
Mstep: Class 6 contains 435 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 8 contains 1193 members 
Mstep: Class 9 contains 1287 members 
Mstep: Class 10 contains 193092 members 
Mstep: Class 14 contains 732 members 
Mstep: Class 16 contains 9479 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 10561 members 
Mstep: Class 19 contains 15109 members 
Mstep: Class 20 contains 20688 members 
Mstep: Class 21 contains 11340 members 
Mstep: Class 22 contains 5468 members 
Mstep: Class 23 contains 10485 members 
Mstep: Class 24 contains 3298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57701808.000000 Penalty: 54983.796875
Iteration 29Q: 18 clusters Score -5.770181e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 148084 members 
Mstep: Class 6 contains 435 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 8 contains 1193 members 
Mstep: Class 9 contains 1288 members 
Mstep: Class 10 contains 194144 members 
Mstep: Class 14 contains 731 members 
Mstep: Class 16 contains 9335 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 10515 members 
Mstep: Class 19 contains 15895 members 
Mstep: Class 20 contains 20648 members 
Mstep: Class 21 contains 11279 members 
Mstep: Class 22 contains 5436 members 
Mstep: Class 23 contains 10397 members 
Mstep: Class 24 contains 2963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57702508.000000 Penalty: 54983.796875
Iteration 30Q: 18 clusters Score -5.770251e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 147195 members 
Mstep: Class 6 contains 435 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 8 contains 1194 members 
Mstep: Class 9 contains 1288 members 
Mstep: Class 10 contains 195119 members 
Mstep: Class 14 contains 730 members 
Mstep: Class 16 contains 9188 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 10461 members 
Mstep: Class 19 contains 16534 members 
Mstep: Class 20 contains 20606 members 
Mstep: Class 21 contains 11223 members 
Mstep: Class 22 contains 5406 members 
Mstep: Class 23 contains 10308 members 
Mstep: Class 24 contains 2723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57702896.000000 Penalty: 54983.796875
Iteration 31Q: 18 clusters Score -5.77029e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 146295 members 
Mstep: Class 6 contains 435 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 8 contains 1195 members 
Mstep: Class 9 contains 1287 members 
Mstep: Class 10 contains 196091 members 
Mstep: Class 14 contains 730 members 
Mstep: Class 16 contains 9049 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 10419 members 
Mstep: Class 19 contains 17041 members 
Mstep: Class 20 contains 20575 members 
Mstep: Class 21 contains 11184 members 
Mstep: Class 22 contains 5402 members 
Mstep: Class 23 contains 10219 members 
Mstep: Class 24 contains 2548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57703532.000000 Penalty: 54983.796875
Iteration 32Q: 18 clusters Score -5.770353e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 145464 members 
Mstep: Class 6 contains 435 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 8 contains 1197 members 
Mstep: Class 9 contains 1287 members 
Mstep: Class 10 contains 196932 members 
Mstep: Class 14 contains 728 members 
Mstep: Class 16 contains 8979 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 10387 members 
Mstep: Class 19 contains 17427 members 
Mstep: Class 20 contains 20558 members 
Mstep: Class 21 contains 11138 members 
Mstep: Class 22 contains 5425 members 
Mstep: Class 23 contains 10145 members 
Mstep: Class 24 contains 2434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57704152.000000 Penalty: 54983.796875
Iteration 33Q: 18 clusters Score -5.770415e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 144752 members 
Mstep: Class 6 contains 435 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 8 contains 1198 members 
Mstep: Class 9 contains 1288 members 
Mstep: Class 10 contains 197664 members 
Mstep: Class 14 contains 728 members 
Mstep: Class 16 contains 8939 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 10362 members 
Mstep: Class 19 contains 17742 members 
Mstep: Class 20 contains 20545 members 
Mstep: Class 21 contains 11092 members 
Mstep: Class 22 contains 5428 members 
Mstep: Class 23 contains 10082 members 
Mstep: Class 24 contains 2356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57704696.000000 Penalty: 54983.796875
Iteration 34Q: 18 clusters Score -5.77047e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 144192 members 
Mstep: Class 6 contains 435 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 8 contains 1198 members 
Mstep: Class 9 contains 1288 members 
Mstep: Class 10 contains 198267 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 16 contains 8909 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 10330 members 
Mstep: Class 19 contains 18029 members 
Mstep: Class 20 contains 20530 members 
Mstep: Class 21 contains 11043 members 
Mstep: Class 22 contains 5435 members 
Mstep: Class 23 contains 10018 members 
Mstep: Class 24 contains 2292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57705084.000000 Penalty: 54983.796875
Iteration 35Q: 18 clusters Score -5.770508e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 143714 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 1196 members 
Mstep: Class 9 contains 1287 members 
Mstep: Class 10 contains 198823 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 16 contains 8915 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 10298 members 
Mstep: Class 19 contains 18278 members 
Mstep: Class 20 contains 20510 members 
Mstep: Class 21 contains 11001 members 
Mstep: Class 22 contains 5454 members 
Mstep: Class 23 contains 9969 members 
Mstep: Class 24 contains 2236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57705212.000000 Penalty: 54983.796875
Iteration 36Q: 18 clusters Score -5.770521e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 143287 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 1195 members 
Mstep: Class 9 contains 1287 members 
Mstep: Class 10 contains 199318 members 
Mstep: Class 14 contains 728 members 
Mstep: Class 16 contains 8936 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 10270 members 
Mstep: Class 19 contains 18496 members 
Mstep: Class 20 contains 20470 members 
Mstep: Class 21 contains 10986 members 
Mstep: Class 22 contains 5466 members 
Mstep: Class 23 contains 9909 members 
Mstep: Class 24 contains 2191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57705288.000000 Penalty: 54983.796875
Iteration 37Q: 18 clusters Score -5.770529e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 142922 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 1195 members 
Mstep: Class 9 contains 1287 members 
Mstep: Class 10 contains 199781 members 
Mstep: Class 14 contains 728 members 
Mstep: Class 16 contains 8929 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 10243 members 
Mstep: Class 19 contains 18683 members 
Mstep: Class 20 contains 20453 members 
Mstep: Class 21 contains 10966 members 
Mstep: Class 22 contains 5471 members 
Mstep: Class 23 contains 9853 members 
Mstep: Class 24 contains 2149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57705172.000000 Penalty: 54983.796875
Iteration 38Q: 18 clusters Score -5.770517e+07 nChanged 1205
Entering ConstructFrom: 
Score: -57705172.000000 Penalty: 54983.796875
Entering ConstructFrom: 
Trying to split cluster 1 (25106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Entering Unmasked Estep 
Score: -3233303.750000 Penalty: 2512.453857
	Iteration 0F: 2 clusters Score -3233304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -3215850.000000 Penalty: 5024.907715
	Iteration 0F: 3 clusters Score -3215850 nChanged 11241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -3222028.750000 Penalty: 5024.907715
	Iteration 1F: 3 clusters Score -3222029 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -3222640.500000 Penalty: 5024.907715
	Iteration 2F: 3 clusters Score -3222640 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -3223234.250000 Penalty: 5024.907715
	Iteration 3F: 3 clusters Score -3223234 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -3223890.000000 Penalty: 5024.907715
	Iteration 4Q: 3 clusters Score -3223890 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -3224662.500000 Penalty: 5024.907715
	Iteration 5F: 3 clusters Score -3224662 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -3225642.500000 Penalty: 5024.907715
	Iteration 6F: 3 clusters Score -3225642 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -3226722.000000 Penalty: 5024.907715
	Iteration 7F: 3 clusters Score -3226722 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -3227545.250000 Penalty: 5024.907715
	Iteration 8F: 3 clusters Score -3227545 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -3228083.500000 Penalty: 5024.907715
	Iteration 9Q: 3 clusters Score -3228084 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -3228450.250000 Penalty: 5024.907715
	Iteration 10Q: 3 clusters Score -3228450 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -3228702.750000 Penalty: 5024.907715
	Iteration 11Q: 3 clusters Score -3228703 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -3228839.250000 Penalty: 5024.907715
	Iteration 12Q: 3 clusters Score -3228839 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -3228977.250000 Penalty: 5024.907715
	Iteration 13Q: 3 clusters Score -3228977 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -3229057.250000 Penalty: 5024.907715
	Iteration 14Q: 3 clusters Score -3229057 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -3229147.500000 Penalty: 5024.907715
	Iteration 15Q: 3 clusters Score -3229148 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -3229230.750000 Penalty: 5024.907715
	Iteration 16Q: 3 clusters Score -3229231 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -3229316.750000 Penalty: 5024.907715
	Iteration 17Q: 3 clusters Score -3229317 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -3229411.250000 Penalty: 5024.907715
	Iteration 18Q: 3 clusters Score -3229411 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -3229499.500000 Penalty: 5024.907715
	Iteration 19Q: 3 clusters Score -3229500 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -3229607.000000 Penalty: 5024.907715
	Iteration 20F: 3 clusters Score -3229607 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -3229724.000000 Penalty: 5024.907715
	Iteration 21Q: 3 clusters Score -3229724 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -3229842.750000 Penalty: 5024.907715
	Iteration 22Q: 3 clusters Score -3229843 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -3229968.750000 Penalty: 5024.907715
	Iteration 23Q: 3 clusters Score -3229969 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -3230100.500000 Penalty: 5024.907715
	Iteration 24Q: 3 clusters Score -3230100 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -3230244.750000 Penalty: 5024.907715
	Iteration 25Q: 3 clusters Score -3230245 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -3230410.250000 Penalty: 5024.907715
	Iteration 26Q: 3 clusters Score -3230410 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -3230559.500000 Penalty: 5024.907715
	Iteration 27Q: 3 clusters Score -3230560 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -3230716.000000 Penalty: 5024.907715
	Iteration 28Q: 3 clusters Score -3230716 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -3230877.500000 Penalty: 5024.907715
	Iteration 29Q: 3 clusters Score -3230878 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -3230989.750000 Penalty: 5024.907715
	Iteration 30Q: 3 clusters Score -3230990 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -3231088.750000 Penalty: 5024.907715
	Iteration 31Q: 3 clusters Score -3231089 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -3231194.000000 Penalty: 5024.907715
	Iteration 32Q: 3 clusters Score -3231194 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -3231306.750000 Penalty: 5024.907715
	Iteration 33Q: 3 clusters Score -3231307 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -3231408.000000 Penalty: 5024.907715
	Iteration 34Q: 3 clusters Score -3231408 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -3231544.250000 Penalty: 5024.907715
	Iteration 35Q: 3 clusters Score -3231544 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -3231721.750000 Penalty: 5024.907715
	Iteration 36Q: 3 clusters Score -3231722 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -3231958.500000 Penalty: 5024.907715
	Iteration 37Q: 3 clusters Score -3231958 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -3232179.000000 Penalty: 5024.907715
	Iteration 38Q: 3 clusters Score -3232179 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -3232388.500000 Penalty: 5024.907715
	Iteration 39Q: 3 clusters Score -3232388 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -3232576.750000 Penalty: 5024.907715
	Iteration 40F: 3 clusters Score -3232577 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -3232706.000000 Penalty: 5024.907715
	Iteration 41Q: 3 clusters Score -3232706 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -3232779.250000 Penalty: 5024.907715
	Iteration 42Q: 3 clusters Score -3232779 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -3232820.250000 Penalty: 5024.907715
	Iteration 43Q: 3 clusters Score -3232820 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -3232832.250000 Penalty: 5024.907715
	Iteration 44Q: 3 clusters Score -3232832 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -3232855.500000 Penalty: 5024.907715
	Iteration 45Q: 3 clusters Score -3232856 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -3232866.250000 Penalty: 5024.907715
	Iteration 46Q: 3 clusters Score -3232866 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -3232875.750000 Penalty: 5024.907715
	Iteration 47Q: 3 clusters Score -3232876 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -3232880.000000 Penalty: 5024.907715
	Iteration 48Q: 3 clusters Score -3232880 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -3232896.500000 Penalty: 5024.907715
	Iteration 49Q: 3 clusters Score -3232896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -3232905.250000 Penalty: 5024.907715
	Iteration 50Q: 3 clusters Score -3232905 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -3232897.250000 Penalty: 5024.907715
	Iteration 51Q: 3 clusters Score -3232897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -3232900.250000 Penalty: 5024.907715
	Iteration 52Q: 3 clusters Score -3232900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -3232894.000000 Penalty: 5024.907715
	Iteration 53Q: 3 clusters Score -3232894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -3232890.250000 Penalty: 5024.907715
	Iteration 54Q: 3 clusters Score -3232890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -3232889.750000 Penalty: 5024.907715
	Iteration 55Q: 3 clusters Score -3232890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -3232888.250000 Penalty: 5024.907715
	Iteration 56Q: 3 clusters Score -3232888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -3232892.750000 Penalty: 5024.907715
	Iteration 57Q: 3 clusters Score -3232893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -3232889.750000 Penalty: 5024.907715
	Iteration 58Q: 3 clusters Score -3232890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -3232889.750000 Penalty: 5024.907715
	Iteration 59F: 3 clusters Score -3232890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (142627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142627 members 
Entering Unmasked Estep 
Score: -18212594.000000 Penalty: 2943.261230
	Iteration 0F: 2 clusters Score -1.821259e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71330 members 
Mstep: Class 2 contains 71297 members 
Entering Unmasked Estep 
Score: -18117464.000000 Penalty: 5886.522461
	Iteration 0F: 3 clusters Score -1.811746e+07 nChanged 68224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70672 members 
Mstep: Class 2 contains 71955 members 
Entering Unmasked Estep 
Score: -18157078.000000 Penalty: 5886.522461
	Iteration 1F: 3 clusters Score -1.815708e+07 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70383 members 
Mstep: Class 2 contains 72244 members 
Entering Unmasked Estep 
Score: -18158382.000000 Penalty: 5886.522461
	Iteration 2Q: 3 clusters Score -1.815838e+07 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70230 members 
Mstep: Class 2 contains 72397 members 
Entering Unmasked Estep 
Score: -18160464.000000 Penalty: 5886.522461
	Iteration 3Q: 3 clusters Score -1.816046e+07 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70284 members 
Mstep: Class 2 contains 72343 members 
Entering Unmasked Estep 
Score: -18163876.000000 Penalty: 5886.522461
	Iteration 4Q: 3 clusters Score -1.816388e+07 nChanged 7928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70880 members 
Mstep: Class 2 contains 71747 members 
Entering Unmasked Estep 
Score: -18170324.000000 Penalty: 5886.522461
	Iteration 5F: 3 clusters Score -1.817032e+07 nChanged 10255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72515 members 
Mstep: Class 2 contains 70112 members 
Entering Unmasked Estep 
Score: -18180248.000000 Penalty: 5886.522461
	Iteration 6F: 3 clusters Score -1.818025e+07 nChanged 12054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75791 members 
Mstep: Class 2 contains 66836 members 
Entering Unmasked Estep 
Score: -18191578.000000 Penalty: 5886.522461
	Iteration 7F: 3 clusters Score -1.819158e+07 nChanged 11206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80047 members 
Mstep: Class 2 contains 62580 members 
Entering Unmasked Estep 
Score: -18200616.000000 Penalty: 5886.522461
	Iteration 8F: 3 clusters Score -1.820062e+07 nChanged 9008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84661 members 
Mstep: Class 2 contains 57966 members 
Entering Unmasked Estep 
Score: -18207220.000000 Penalty: 5886.522461
	Iteration 9F: 3 clusters Score -1.820722e+07 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88927 members 
Mstep: Class 2 contains 53700 members 
Entering Unmasked Estep 
Score: -18211600.000000 Penalty: 5886.522461
	Iteration 10Q: 3 clusters Score -1.82116e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92665 members 
Mstep: Class 2 contains 49962 members 
Entering Unmasked Estep 
Score: -18214514.000000 Penalty: 5886.522461
	Iteration 11Q: 3 clusters Score -1.821451e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95945 members 
Mstep: Class 2 contains 46682 members 
Entering Unmasked Estep 
Score: -18216652.000000 Penalty: 5886.522461
	Iteration 12Q: 3 clusters Score -1.821665e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98785 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
Score: -18218266.000000 Penalty: 5886.522461
	Iteration 13Q: 3 clusters Score -1.821827e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101149 members 
Mstep: Class 2 contains 41478 members 
Entering Unmasked Estep 
Score: -18219460.000000 Penalty: 5886.522461
	Iteration 14Q: 3 clusters Score -1.821946e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103158 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -18220322.000000 Penalty: 5886.522461
	Iteration 15Q: 3 clusters Score -1.822032e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104844 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -18220950.000000 Penalty: 5886.522461
	Iteration 16Q: 3 clusters Score -1.822095e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106278 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
Score: -18221376.000000 Penalty: 5886.522461
	Iteration 17Q: 3 clusters Score -1.822138e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107533 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -18221708.000000 Penalty: 5886.522461
	Iteration 18Q: 3 clusters Score -1.822171e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108580 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -18221868.000000 Penalty: 5886.522461
	Iteration 19Q: 3 clusters Score -1.822187e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109443 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -18222086.000000 Penalty: 5886.522461
	Iteration 20F: 3 clusters Score -1.822209e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110182 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -18222228.000000 Penalty: 5886.522461
	Iteration 21Q: 3 clusters Score -1.822223e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110775 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -18222268.000000 Penalty: 5886.522461
	Iteration 22Q: 3 clusters Score -1.822227e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111279 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -18222332.000000 Penalty: 5886.522461
	Iteration 23Q: 3 clusters Score -1.822233e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111694 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -18222390.000000 Penalty: 5886.522461
	Iteration 24Q: 3 clusters Score -1.822239e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112036 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
Score: -18222412.000000 Penalty: 5886.522461
	Iteration 25Q: 3 clusters Score -1.822241e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112334 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -18222442.000000 Penalty: 5886.522461
	Iteration 26Q: 3 clusters Score -1.822244e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112598 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -18222482.000000 Penalty: 5886.522461
	Iteration 27Q: 3 clusters Score -1.822248e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112805 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -18222488.000000 Penalty: 5886.522461
	Iteration 28Q: 3 clusters Score -1.822249e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112977 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -18222510.000000 Penalty: 5886.522461
	Iteration 29Q: 3 clusters Score -1.822251e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113110 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -18222536.000000 Penalty: 5886.522461
	Iteration 30Q: 3 clusters Score -1.822254e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113209 members 
Mstep: Class 2 contains 29418 members 
Entering Unmasked Estep 
Score: -18222520.000000 Penalty: 5886.522461
	Iteration 31Q: 3 clusters Score -1.822252e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113279 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -18222540.000000 Penalty: 5886.522461
	Iteration 32Q: 3 clusters Score -1.822254e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113339 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -18222548.000000 Penalty: 5886.522461
	Iteration 33Q: 3 clusters Score -1.822255e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113389 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -18222558.000000 Penalty: 5886.522461
	Iteration 34Q: 3 clusters Score -1.822256e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113430 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -18222560.000000 Penalty: 5886.522461
	Iteration 35Q: 3 clusters Score -1.822256e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113466 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -18222560.000000 Penalty: 5886.522461
	Iteration 36Q: 3 clusters Score -1.822256e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113502 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -18222560.000000 Penalty: 5886.522461
	Iteration 37Q: 3 clusters Score -1.822256e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113529 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -18222554.000000 Penalty: 5886.522461
	Iteration 38Q: 3 clusters Score -1.822255e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113558 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -18222550.000000 Penalty: 5886.522461
	Iteration 39Q: 3 clusters Score -1.822255e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113583 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -18222550.000000 Penalty: 5886.522461
	Iteration 40F: 3 clusters Score -1.822255e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113601 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -18222562.000000 Penalty: 5886.522461
	Iteration 41Q: 3 clusters Score -1.822256e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113614 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -18222564.000000 Penalty: 5886.522461
	Iteration 42Q: 3 clusters Score -1.822256e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113622 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -18222568.000000 Penalty: 5886.522461
	Iteration 43Q: 3 clusters Score -1.822257e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113630 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -18222570.000000 Penalty: 5886.522461
	Iteration 44Q: 3 clusters Score -1.822257e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113638 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -18222564.000000 Penalty: 5886.522461
	Iteration 45Q: 3 clusters Score -1.822256e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113645 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -18222568.000000 Penalty: 5886.522461
	Iteration 46Q: 3 clusters Score -1.822257e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113649 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -18222572.000000 Penalty: 5886.522461
	Iteration 47Q: 3 clusters Score -1.822257e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113653 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -18222572.000000 Penalty: 5886.522461
	Iteration 48Q: 3 clusters Score -1.822257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113656 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -18222560.000000 Penalty: 5886.522461
	Iteration 49Q: 3 clusters Score -1.822256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113659 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -18222560.000000 Penalty: 5886.522461
	Iteration 50Q: 3 clusters Score -1.822256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113660 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -18222562.000000 Penalty: 5886.522461
	Iteration 51Q: 3 clusters Score -1.822256e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113660 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -18222562.000000 Penalty: 5886.522461
	Iteration 52F: 3 clusters Score -1.822256e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 113660 members 
Mstep: Class 3 contains 28967 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 1195 members 
Mstep: Class 9 contains 1287 members 
Mstep: Class 10 contains 200191 members 
Mstep: Class 14 contains 728 members 
Mstep: Class 16 contains 8934 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 10220 members 
Mstep: Class 19 contains 18840 members 
Mstep: Class 20 contains 20436 members 
Mstep: Class 21 contains 10927 members 
Mstep: Class 22 contains 5470 members 
Mstep: Class 23 contains 9794 members 
Mstep: Class 24 contains 2112 members 
Entering Unmasked Estep 
Score: -57715352.000000 Penalty: 58218.136719
Splitting cluster 2 changes total score from -57705172.000000 to -57715352.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 6 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -47152.660156 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -47152.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45827.558594 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -45827.56 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -46252.343750 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -46252.34 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46532.839844 Penalty: 3012.230225
	Iteration 2F: 3 clusters Score -46532.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -46697.644531 Penalty: 3012.230225
	Iteration 3F: 3 clusters Score -46697.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -46773.972656 Penalty: 3012.230225
	Iteration 4Q: 3 clusters Score -46773.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -46826.863281 Penalty: 3012.230225
	Iteration 5Q: 3 clusters Score -46826.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -46855.675781 Penalty: 3012.230225
	Iteration 6Q: 3 clusters Score -46855.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -46862.593750 Penalty: 3012.230225
	Iteration 7Q: 3 clusters Score -46862.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -46866.742188 Penalty: 3012.230225
	Iteration 8Q: 3 clusters Score -46866.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -46866.742188 Penalty: 3012.230225
	Iteration 9F: 3 clusters Score -46866.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Entering Unmasked Estep 
Score: -181874.578125 Penalty: 1805.099976
	Iteration 0F: 2 clusters Score -181874.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -179612.656250 Penalty: 3610.199951
	Iteration 0F: 3 clusters Score -179612.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -179964.750000 Penalty: 3610.199951
	Iteration 1F: 3 clusters Score -179964.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -180087.640625 Penalty: 3610.199951
	Iteration 2F: 3 clusters Score -180087.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -180172.625000 Penalty: 3610.199951
	Iteration 3Q: 3 clusters Score -180172.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -180211.750000 Penalty: 3610.199951
	Iteration 4Q: 3 clusters Score -180211.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -180233.703125 Penalty: 3610.199951
	Iteration 5Q: 3 clusters Score -180233.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -180247.265625 Penalty: 3610.199951
	Iteration 6Q: 3 clusters Score -180247.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -180255.734375 Penalty: 3610.199951
	Iteration 7Q: 3 clusters Score -180255.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -180262.218750 Penalty: 3610.199951
	Iteration 8Q: 3 clusters Score -180262.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -180269.953125 Penalty: 3610.199951
	Iteration 9Q: 3 clusters Score -180270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -180274.843750 Penalty: 3610.199951
	Iteration 10Q: 3 clusters Score -180274.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -180278.453125 Penalty: 3610.199951
	Iteration 11Q: 3 clusters Score -180278.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -180279.937500 Penalty: 3610.199951
	Iteration 12Q: 3 clusters Score -180279.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -180280.890625 Penalty: 3610.199951
	Iteration 13Q: 3 clusters Score -180280.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -180283.109375 Penalty: 3610.199951
	Iteration 14Q: 3 clusters Score -180283.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -180287.312500 Penalty: 3610.199951
	Iteration 15Q: 3 clusters Score -180287.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -180288.656250 Penalty: 3610.199951
	Iteration 16Q: 3 clusters Score -180288.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -180293.531250 Penalty: 3610.199951
	Iteration 17Q: 3 clusters Score -180293.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -180297.812500 Penalty: 3610.199951
	Iteration 18Q: 3 clusters Score -180297.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -180302.062500 Penalty: 3610.199951
	Iteration 19Q: 3 clusters Score -180302.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -180305.125000 Penalty: 3610.199951
	Iteration 20F: 3 clusters Score -180305.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -180307.093750 Penalty: 3610.199951
	Iteration 21Q: 3 clusters Score -180307.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -180312.328125 Penalty: 3610.199951
	Iteration 22Q: 3 clusters Score -180312.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -180314.671875 Penalty: 3610.199951
	Iteration 23Q: 3 clusters Score -180314.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -180316.390625 Penalty: 3610.199951
	Iteration 24Q: 3 clusters Score -180316.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -180317.390625 Penalty: 3610.199951
	Iteration 25Q: 3 clusters Score -180317.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -180318.515625 Penalty: 3610.199951
	Iteration 26Q: 3 clusters Score -180318.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -180318.515625 Penalty: 3610.199951
	Iteration 27F: 3 clusters Score -180318.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -121456.421875 Penalty: 1757.303467
	Iteration 0F: 2 clusters Score -121456.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -119449.820312 Penalty: 3514.606934
	Iteration 0F: 3 clusters Score -119449.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -120215.640625 Penalty: 3514.606934
	Iteration 1F: 3 clusters Score -120215.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -120765.343750 Penalty: 3514.606934
	Iteration 2F: 3 clusters Score -120765.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -121126.851562 Penalty: 3514.606934
	Iteration 3F: 3 clusters Score -121126.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -121523.984375 Penalty: 3514.606934
	Iteration 4F: 3 clusters Score -121524 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -121876.578125 Penalty: 3514.606934
	Iteration 5Q: 3 clusters Score -121876.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -121995.523438 Penalty: 3514.606934
	Iteration 6Q: 3 clusters Score -121995.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -122059.343750 Penalty: 3514.606934
	Iteration 7Q: 3 clusters Score -122059.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -122112.000000 Penalty: 3514.606934
	Iteration 8Q: 3 clusters Score -122112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -122208.000000 Penalty: 3514.606934
	Iteration 9Q: 3 clusters Score -122208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -122249.414062 Penalty: 3514.606934
	Iteration 10Q: 3 clusters Score -122249.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -122269.187500 Penalty: 3514.606934
	Iteration 11Q: 3 clusters Score -122269.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -122294.523438 Penalty: 3514.606934
	Iteration 12Q: 3 clusters Score -122294.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -122340.679688 Penalty: 3514.606934
	Iteration 13Q: 3 clusters Score -122340.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -122409.203125 Penalty: 3514.606934
	Iteration 14Q: 3 clusters Score -122409.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -122525.343750 Penalty: 3514.606934
	Iteration 15Q: 3 clusters Score -122525.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -122684.921875 Penalty: 3514.606934
	Iteration 16Q: 3 clusters Score -122684.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -122998.164062 Penalty: 3514.606934
	Iteration 17Q: 3 clusters Score -122998.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -123261.437500 Penalty: 3514.606934
	Iteration 18Q: 3 clusters Score -123261.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -123384.343750 Penalty: 3514.606934
	Iteration 19Q: 3 clusters Score -123384.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -123431.695312 Penalty: 3514.606934
	Iteration 20F: 3 clusters Score -123431.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -123483.625000 Penalty: 3514.606934
	Iteration 21Q: 3 clusters Score -123483.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -123518.320312 Penalty: 3514.606934
	Iteration 22Q: 3 clusters Score -123518.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -123556.726562 Penalty: 3514.606934
	Iteration 23Q: 3 clusters Score -123556.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -123589.304688 Penalty: 3514.606934
	Iteration 24Q: 3 clusters Score -123589.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -123602.828125 Penalty: 3514.606934
	Iteration 25Q: 3 clusters Score -123602.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -123608.648438 Penalty: 3514.606934
	Iteration 26Q: 3 clusters Score -123608.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -123609.757812 Penalty: 3514.606934
	Iteration 27Q: 3 clusters Score -123609.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -123609.757812 Penalty: 3514.606934
	Iteration 28F: 3 clusters Score -123609.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 113660 members 
Mstep: Class 3 contains 28967 members 
Mstep: Class 4 contains 698 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 1287 members 
Mstep: Class 10 contains 200191 members 
Mstep: Class 14 contains 728 members 
Mstep: Class 16 contains 8934 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 10220 members 
Mstep: Class 19 contains 18840 members 
Mstep: Class 20 contains 20436 members 
Mstep: Class 21 contains 10927 members 
Mstep: Class 22 contains 5470 members 
Mstep: Class 23 contains 9794 members 
Mstep: Class 24 contains 2112 members 
Entering Unmasked Estep 
Score: -57716016.000000 Penalty: 61452.480469
Splitting cluster 8 changes total score from -57705172.000000 to -57716016.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 9 (1287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Entering Unmasked Estep 
Score: -132353.046875 Penalty: 1775.697144
	Iteration 0F: 2 clusters Score -132353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -130552.812500 Penalty: 3551.394287
	Iteration 0F: 3 clusters Score -130552.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -131833.906250 Penalty: 3551.394287
	Iteration 1F: 3 clusters Score -131833.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -132961.156250 Penalty: 3551.394287
	Iteration 2F: 3 clusters Score -132961.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -133434.078125 Penalty: 3551.394287
	Iteration 3F: 3 clusters Score -133434.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -133570.390625 Penalty: 3551.394287
	Iteration 4Q: 3 clusters Score -133570.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -133627.281250 Penalty: 3551.394287
	Iteration 5Q: 3 clusters Score -133627.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -133652.718750 Penalty: 3551.394287
	Iteration 6Q: 3 clusters Score -133652.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -133671.125000 Penalty: 3551.394287
	Iteration 7Q: 3 clusters Score -133671.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -133702.421875 Penalty: 3551.394287
	Iteration 8Q: 3 clusters Score -133702.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -133733.734375 Penalty: 3551.394287
	Iteration 9Q: 3 clusters Score -133733.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -133791.703125 Penalty: 3551.394287
	Iteration 10Q: 3 clusters Score -133791.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -133853.859375 Penalty: 3551.394287
	Iteration 11Q: 3 clusters Score -133853.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -133942.656250 Penalty: 3551.394287
	Iteration 12Q: 3 clusters Score -133942.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -134115.734375 Penalty: 3551.394287
	Iteration 13Q: 3 clusters Score -134115.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -134376.296875 Penalty: 3551.394287
	Iteration 14Q: 3 clusters Score -134376.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -134504.375000 Penalty: 3551.394287
	Iteration 15Q: 3 clusters Score -134504.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -134511.500000 Penalty: 3551.394287
	Iteration 16Q: 3 clusters Score -134511.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -134519.156250 Penalty: 3551.394287
	Iteration 17Q: 3 clusters Score -134519.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -134519.968750 Penalty: 3551.394287
	Iteration 18Q: 3 clusters Score -134520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -134520.515625 Penalty: 3551.394287
	Iteration 19Q: 3 clusters Score -134520.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -134520.515625 Penalty: 3551.394287
	Iteration 20F: 3 clusters Score -134520.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 113660 members 
Mstep: Class 3 contains 28967 members 
Mstep: Class 4 contains 698 members 
Mstep: Class 5 contains 911 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 376 members 
Mstep: Class 10 contains 200191 members 
Mstep: Class 14 contains 728 members 
Mstep: Class 16 contains 8934 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 10220 members 
Mstep: Class 19 contains 18840 members 
Mstep: Class 20 contains 20436 members 
Mstep: Class 21 contains 10927 members 
Mstep: Class 22 contains 5470 members 
Mstep: Class 23 contains 9794 members 
Mstep: Class 24 contains 2112 members 
Entering Unmasked Estep 
Score: -57716728.000000 Penalty: 64686.820312
Splitting cluster 9 changes total score from -57705172.000000 to -57716728.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 10 (200191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200191 members 
Entering Unmasked Estep 
Score: -25287328.000000 Penalty: 3027.342773
	Iteration 0F: 2 clusters Score -2.528733e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100358 members 
Mstep: Class 2 contains 99833 members 
Entering Unmasked Estep 
Score: -25155518.000000 Penalty: 6054.685547
	Iteration 0F: 3 clusters Score -2.515552e+07 nChanged 96331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103429 members 
Mstep: Class 2 contains 96762 members 
Entering Unmasked Estep 
Score: -25212344.000000 Penalty: 6054.685547
	Iteration 1F: 3 clusters Score -2.521234e+07 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105227 members 
Mstep: Class 2 contains 94964 members 
Entering Unmasked Estep 
Score: -25213522.000000 Penalty: 6054.685547
	Iteration 2Q: 3 clusters Score -2.521352e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107910 members 
Mstep: Class 2 contains 92281 members 
Entering Unmasked Estep 
Score: -25214964.000000 Penalty: 6054.685547
	Iteration 3Q: 3 clusters Score -2.521496e+07 nChanged 6650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112192 members 
Mstep: Class 2 contains 87999 members 
Entering Unmasked Estep 
Score: -25217102.000000 Penalty: 6054.685547
	Iteration 4Q: 3 clusters Score -2.52171e+07 nChanged 7907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118557 members 
Mstep: Class 2 contains 81634 members 
Entering Unmasked Estep 
Score: -25220346.000000 Penalty: 6054.685547
	Iteration 5Q: 3 clusters Score -2.522035e+07 nChanged 10040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127843 members 
Mstep: Class 2 contains 72348 members 
Entering Unmasked Estep 
Score: -25225536.000000 Penalty: 6054.685547
	Iteration 6F: 3 clusters Score -2.522554e+07 nChanged 13225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140808 members 
Mstep: Class 2 contains 59383 members 
Entering Unmasked Estep 
Score: -25234710.000000 Penalty: 6054.685547
	Iteration 7F: 3 clusters Score -2.523471e+07 nChanged 16447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157209 members 
Mstep: Class 2 contains 42982 members 
Entering Unmasked Estep 
Score: -25247870.000000 Penalty: 6054.685547
	Iteration 8F: 3 clusters Score -2.524787e+07 nChanged 17177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174384 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -25263442.000000 Penalty: 6054.685547
	Iteration 9F: 3 clusters Score -2.526344e+07 nChanged 13564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187948 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -25275376.000000 Penalty: 6054.685547
	Iteration 10F: 3 clusters Score -2.527538e+07 nChanged 7374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195322 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -25281284.000000 Penalty: 6054.685547
	Iteration 11Q: 3 clusters Score -2.528128e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198232 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -25283394.000000 Penalty: 6054.685547
	Iteration 12Q: 3 clusters Score -2.528339e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199193 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -25284154.000000 Penalty: 6054.685547
	Iteration 13Q: 3 clusters Score -2.528415e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199531 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -25284430.000000 Penalty: 6054.685547
	Iteration 14Q: 3 clusters Score -2.528443e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199650 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -25284594.000000 Penalty: 6054.685547
	Iteration 15Q: 3 clusters Score -2.528459e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199708 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -25284694.000000 Penalty: 6054.685547
	Iteration 16Q: 3 clusters Score -2.528469e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199732 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -25284722.000000 Penalty: 6054.685547
	Iteration 17Q: 3 clusters Score -2.528472e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199752 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -25284746.000000 Penalty: 6054.685547
	Iteration 18Q: 3 clusters Score -2.528475e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199761 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -25284764.000000 Penalty: 6054.685547
	Iteration 19Q: 3 clusters Score -2.528476e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199766 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -25284792.000000 Penalty: 6054.685547
	Iteration 20F: 3 clusters Score -2.528479e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199772 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -25284784.000000 Penalty: 6054.685547
	Iteration 21Q: 3 clusters Score -2.528478e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199779 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -25284780.000000 Penalty: 6054.685547
	Iteration 22Q: 3 clusters Score -2.528478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199780 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -25284774.000000 Penalty: 6054.685547
	Iteration 23Q: 3 clusters Score -2.528477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199781 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -25284786.000000 Penalty: 6054.685547
	Iteration 24Q: 3 clusters Score -2.528479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199780 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -25284798.000000 Penalty: 6054.685547
	Iteration 25Q: 3 clusters Score -2.52848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199782 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -25284788.000000 Penalty: 6054.685547
	Iteration 26Q: 3 clusters Score -2.528479e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199782 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -25284788.000000 Penalty: 6054.685547
	Iteration 27F: 3 clusters Score -2.528479e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Entering Unmasked Estep 
Score: -89699.218750 Penalty: 1634.394653
	Iteration 0F: 2 clusters Score -89699.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -87979.703125 Penalty: 3268.789307
	Iteration 0F: 3 clusters Score -87979.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -88172.796875 Penalty: 3268.789307
	Iteration 1F: 3 clusters Score -88172.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -88222.726562 Penalty: 3268.789307
	Iteration 2Q: 3 clusters Score -88222.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -88260.812500 Penalty: 3268.789307
	Iteration 3Q: 3 clusters Score -88260.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -88279.835938 Penalty: 3268.789307
	Iteration 4Q: 3 clusters Score -88279.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -88288.179688 Penalty: 3268.789307
	Iteration 5Q: 3 clusters Score -88288.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -88294.773438 Penalty: 3268.789307
	Iteration 6Q: 3 clusters Score -88294.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -88297.406250 Penalty: 3268.789307
	Iteration 7Q: 3 clusters Score -88297.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -88297.406250 Penalty: 3268.789307
	Iteration 8F: 3 clusters Score -88297.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Entering Unmasked Estep 
Score: -1154658.625000 Penalty: 2256.209473
	Iteration 0F: 2 clusters Score -1154659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1147597.250000 Penalty: 4512.418945
	Iteration 0F: 3 clusters Score -1147597 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1149605.375000 Penalty: 4512.418945
	Iteration 1F: 3 clusters Score -1149605 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1149872.750000 Penalty: 4512.418945
	Iteration 2F: 3 clusters Score -1149873 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1150054.250000 Penalty: 4512.418945
	Iteration 3Q: 3 clusters Score -1150054 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1150217.375000 Penalty: 4512.418945
	Iteration 4Q: 3 clusters Score -1150217 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1150364.125000 Penalty: 4512.418945
	Iteration 5Q: 3 clusters Score -1150364 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1150505.125000 Penalty: 4512.418945
	Iteration 6Q: 3 clusters Score -1150505 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1150672.750000 Penalty: 4512.418945
	Iteration 7Q: 3 clusters Score -1150673 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1150853.375000 Penalty: 4512.418945
	Iteration 8Q: 3 clusters Score -1150853 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1151055.375000 Penalty: 4512.418945
	Iteration 9Q: 3 clusters Score -1151055 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1151273.000000 Penalty: 4512.418945
	Iteration 10Q: 3 clusters Score -1151273 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1151474.875000 Penalty: 4512.418945
	Iteration 11Q: 3 clusters Score -1151475 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1151664.625000 Penalty: 4512.418945
	Iteration 12Q: 3 clusters Score -1151665 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1151856.250000 Penalty: 4512.418945
	Iteration 13Q: 3 clusters Score -1151856 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1152013.125000 Penalty: 4512.418945
	Iteration 14Q: 3 clusters Score -1152013 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1152151.375000 Penalty: 4512.418945
	Iteration 15Q: 3 clusters Score -1152151 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1152264.875000 Penalty: 4512.418945
	Iteration 16Q: 3 clusters Score -1152265 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1152347.625000 Penalty: 4512.418945
	Iteration 17Q: 3 clusters Score -1152348 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1152422.125000 Penalty: 4512.418945
	Iteration 18Q: 3 clusters Score -1152422 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1152486.250000 Penalty: 4512.418945
	Iteration 19Q: 3 clusters Score -1152486 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1152527.500000 Penalty: 4512.418945
	Iteration 20F: 3 clusters Score -1152528 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1152555.125000 Penalty: 4512.418945
	Iteration 21Q: 3 clusters Score -1152555 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1152577.250000 Penalty: 4512.418945
	Iteration 22Q: 3 clusters Score -1152577 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1152597.750000 Penalty: 4512.418945
	Iteration 23Q: 3 clusters Score -1152598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1152612.250000 Penalty: 4512.418945
	Iteration 24Q: 3 clusters Score -1152612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1152626.250000 Penalty: 4512.418945
	Iteration 25Q: 3 clusters Score -1152626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1152634.875000 Penalty: 4512.418945
	Iteration 26Q: 3 clusters Score -1152635 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1152645.375000 Penalty: 4512.418945
	Iteration 27Q: 3 clusters Score -1152645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1152655.250000 Penalty: 4512.418945
	Iteration 28Q: 3 clusters Score -1152655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1152663.125000 Penalty: 4512.418945
	Iteration 29Q: 3 clusters Score -1152663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1152673.000000 Penalty: 4512.418945
	Iteration 30Q: 3 clusters Score -1152673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1152676.750000 Penalty: 4512.418945
	Iteration 31Q: 3 clusters Score -1152677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1152680.000000 Penalty: 4512.418945
	Iteration 32Q: 3 clusters Score -1152680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1152685.875000 Penalty: 4512.418945
	Iteration 33Q: 3 clusters Score -1152686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1152687.125000 Penalty: 4512.418945
	Iteration 34Q: 3 clusters Score -1152687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1152686.625000 Penalty: 4512.418945
	Iteration 35Q: 3 clusters Score -1152687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1152686.625000 Penalty: 4512.418945
	Iteration 36F: 3 clusters Score -1152687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Entering Unmasked Estep 
Score: -93062.250000 Penalty: 1637.778076
	Iteration 0F: 2 clusters Score -93062.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -91328.835938 Penalty: 3275.556152
	Iteration 0F: 3 clusters Score -91328.84 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -91516.304688 Penalty: 3275.556152
	Iteration 1F: 3 clusters Score -91516.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -91594.250000 Penalty: 3275.556152
	Iteration 2Q: 3 clusters Score -91594.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -91628.882812 Penalty: 3275.556152
	Iteration 3Q: 3 clusters Score -91628.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -91649.945312 Penalty: 3275.556152
	Iteration 4Q: 3 clusters Score -91649.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -91659.789062 Penalty: 3275.556152
	Iteration 5Q: 3 clusters Score -91659.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -91664.234375 Penalty: 3275.556152
	Iteration 6Q: 3 clusters Score -91664.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -91669.734375 Penalty: 3275.556152
	Iteration 7Q: 3 clusters Score -91669.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -91671.242188 Penalty: 3275.556152
	Iteration 8Q: 3 clusters Score -91671.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -91673.085938 Penalty: 3275.556152
	Iteration 9Q: 3 clusters Score -91673.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -91673.085938 Penalty: 3275.556152
	Iteration 10F: 3 clusters Score -91673.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Entering Unmasked Estep 
Score: -1303286.875000 Penalty: 2289.561035
	Iteration 0F: 2 clusters Score -1303287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1295495.125000 Penalty: 4579.122070
	Iteration 0F: 3 clusters Score -1295495 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1297703.375000 Penalty: 4579.122070
	Iteration 1F: 3 clusters Score -1297703 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1298000.875000 Penalty: 4579.122070
	Iteration 2F: 3 clusters Score -1298001 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1298256.375000 Penalty: 4579.122070
	Iteration 3F: 3 clusters Score -1298256 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1298486.750000 Penalty: 4579.122070
	Iteration 4Q: 3 clusters Score -1298487 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1298728.375000 Penalty: 4579.122070
	Iteration 5Q: 3 clusters Score -1298728 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1298975.875000 Penalty: 4579.122070
	Iteration 6Q: 3 clusters Score -1298976 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1299235.125000 Penalty: 4579.122070
	Iteration 7Q: 3 clusters Score -1299235 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1299518.500000 Penalty: 4579.122070
	Iteration 8Q: 3 clusters Score -1299518 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1299751.000000 Penalty: 4579.122070
	Iteration 9Q: 3 clusters Score -1299751 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1299925.875000 Penalty: 4579.122070
	Iteration 10Q: 3 clusters Score -1299926 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1300079.625000 Penalty: 4579.122070
	Iteration 11Q: 3 clusters Score -1300080 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1300213.000000 Penalty: 4579.122070
	Iteration 12Q: 3 clusters Score -1300213 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1300407.875000 Penalty: 4579.122070
	Iteration 13Q: 3 clusters Score -1300408 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1300675.000000 Penalty: 4579.122070
	Iteration 14Q: 3 clusters Score -1300675 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1301030.625000 Penalty: 4579.122070
	Iteration 15Q: 3 clusters Score -1301031 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1301395.625000 Penalty: 4579.122070
	Iteration 16Q: 3 clusters Score -1301396 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1301720.125000 Penalty: 4579.122070
	Iteration 17Q: 3 clusters Score -1301720 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1301992.625000 Penalty: 4579.122070
	Iteration 18Q: 3 clusters Score -1301993 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1302159.500000 Penalty: 4579.122070
	Iteration 19Q: 3 clusters Score -1302160 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1302273.750000 Penalty: 4579.122070
	Iteration 20F: 3 clusters Score -1302274 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1302339.250000 Penalty: 4579.122070
	Iteration 21Q: 3 clusters Score -1302339 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1302392.625000 Penalty: 4579.122070
	Iteration 22Q: 3 clusters Score -1302393 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1302425.375000 Penalty: 4579.122070
	Iteration 23Q: 3 clusters Score -1302425 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1302447.375000 Penalty: 4579.122070
	Iteration 24Q: 3 clusters Score -1302447 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1302458.625000 Penalty: 4579.122070
	Iteration 25Q: 3 clusters Score -1302459 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1302471.500000 Penalty: 4579.122070
	Iteration 26Q: 3 clusters Score -1302472 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1302475.750000 Penalty: 4579.122070
	Iteration 27Q: 3 clusters Score -1302476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1302479.250000 Penalty: 4579.122070
	Iteration 28Q: 3 clusters Score -1302479 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1302481.750000 Penalty: 4579.122070
	Iteration 29Q: 3 clusters Score -1302482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1302479.750000 Penalty: 4579.122070
	Iteration 30Q: 3 clusters Score -1302480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1302481.750000 Penalty: 4579.122070
	Iteration 31Q: 3 clusters Score -1302482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1302482.750000 Penalty: 4579.122070
	Iteration 32Q: 3 clusters Score -1302483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1302485.750000 Penalty: 4579.122070
	Iteration 33Q: 3 clusters Score -1302486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1302488.250000 Penalty: 4579.122070
	Iteration 34Q: 3 clusters Score -1302488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1302488.625000 Penalty: 4579.122070
	Iteration 35Q: 3 clusters Score -1302489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1302489.750000 Penalty: 4579.122070
	Iteration 36Q: 3 clusters Score -1302490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1302490.500000 Penalty: 4579.122070
	Iteration 37Q: 3 clusters Score -1302490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1302489.875000 Penalty: 4579.122070
	Iteration 38Q: 3 clusters Score -1302490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1302491.875000 Penalty: 4579.122070
	Iteration 39Q: 3 clusters Score -1302492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1302492.000000 Penalty: 4579.122070
	Iteration 40F: 3 clusters Score -1302492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1302492.500000 Penalty: 4579.122070
	Iteration 41Q: 3 clusters Score -1302492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1302491.750000 Penalty: 4579.122070
	Iteration 42Q: 3 clusters Score -1302492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1302491.750000 Penalty: 4579.122070
	Iteration 43F: 3 clusters Score -1302492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Entering Unmasked Estep 
Score: -2352799.250000 Penalty: 2441.246826
	Iteration 0F: 2 clusters Score -2352799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2339535.750000 Penalty: 4882.493652
	Iteration 0F: 3 clusters Score -2339536 nChanged 8203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -2343950.000000 Penalty: 4882.493652
	Iteration 1F: 3 clusters Score -2343950 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -2344331.750000 Penalty: 4882.493652
	Iteration 2F: 3 clusters Score -2344332 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2344588.000000 Penalty: 4882.493652
	Iteration 3Q: 3 clusters Score -2344588 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -2344772.250000 Penalty: 4882.493652
	Iteration 4Q: 3 clusters Score -2344772 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -2344922.750000 Penalty: 4882.493652
	Iteration 5Q: 3 clusters Score -2344923 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2345037.250000 Penalty: 4882.493652
	Iteration 6Q: 3 clusters Score -2345037 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -2345118.750000 Penalty: 4882.493652
	Iteration 7Q: 3 clusters Score -2345119 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2345210.750000 Penalty: 4882.493652
	Iteration 8Q: 3 clusters Score -2345211 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2345270.000000 Penalty: 4882.493652
	Iteration 9Q: 3 clusters Score -2345270 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -2345331.250000 Penalty: 4882.493652
	Iteration 10Q: 3 clusters Score -2345331 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2345416.250000 Penalty: 4882.493652
	Iteration 11Q: 3 clusters Score -2345416 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2345503.750000 Penalty: 4882.493652
	Iteration 12Q: 3 clusters Score -2345504 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2345584.500000 Penalty: 4882.493652
	Iteration 13Q: 3 clusters Score -2345584 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -2345676.250000 Penalty: 4882.493652
	Iteration 14Q: 3 clusters Score -2345676 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -2345765.250000 Penalty: 4882.493652
	Iteration 15Q: 3 clusters Score -2345765 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2345858.750000 Penalty: 4882.493652
	Iteration 16Q: 3 clusters Score -2345859 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -2345978.500000 Penalty: 4882.493652
	Iteration 17Q: 3 clusters Score -2345978 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -2346077.750000 Penalty: 4882.493652
	Iteration 18Q: 3 clusters Score -2346078 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2346218.250000 Penalty: 4882.493652
	Iteration 19Q: 3 clusters Score -2346218 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2346369.250000 Penalty: 4882.493652
	Iteration 20F: 3 clusters Score -2346369 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -2346552.500000 Penalty: 4882.493652
	Iteration 21Q: 3 clusters Score -2346552 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -2346798.500000 Penalty: 4882.493652
	Iteration 22Q: 3 clusters Score -2346798 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -2347067.250000 Penalty: 4882.493652
	Iteration 23Q: 3 clusters Score -2347067 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -2347386.000000 Penalty: 4882.493652
	Iteration 24Q: 3 clusters Score -2347386 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -2347621.750000 Penalty: 4882.493652
	Iteration 25Q: 3 clusters Score -2347622 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -2347793.000000 Penalty: 4882.493652
	Iteration 26Q: 3 clusters Score -2347793 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -2347891.500000 Penalty: 4882.493652
	Iteration 27Q: 3 clusters Score -2347892 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2347962.250000 Penalty: 4882.493652
	Iteration 28Q: 3 clusters Score -2347962 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2348008.250000 Penalty: 4882.493652
	Iteration 29Q: 3 clusters Score -2348008 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -2348033.000000 Penalty: 4882.493652
	Iteration 30Q: 3 clusters Score -2348033 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2348055.500000 Penalty: 4882.493652
	Iteration 31Q: 3 clusters Score -2348056 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2348080.000000 Penalty: 4882.493652
	Iteration 32Q: 3 clusters Score -2348080 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2348102.750000 Penalty: 4882.493652
	Iteration 33Q: 3 clusters Score -2348103 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -2348110.750000 Penalty: 4882.493652
	Iteration 34Q: 3 clusters Score -2348111 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2348128.500000 Penalty: 4882.493652
	Iteration 35Q: 3 clusters Score -2348128 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -2348144.500000 Penalty: 4882.493652
	Iteration 36Q: 3 clusters Score -2348144 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2348154.250000 Penalty: 4882.493652
	Iteration 37Q: 3 clusters Score -2348154 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -2348170.250000 Penalty: 4882.493652
	Iteration 38Q: 3 clusters Score -2348170 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2348177.750000 Penalty: 4882.493652
	Iteration 39Q: 3 clusters Score -2348178 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2348196.500000 Penalty: 4882.493652
	Iteration 40F: 3 clusters Score -2348196 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -2348201.750000 Penalty: 4882.493652
	Iteration 41Q: 3 clusters Score -2348202 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2348204.500000 Penalty: 4882.493652
	Iteration 42Q: 3 clusters Score -2348204 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2348224.250000 Penalty: 4882.493652
	Iteration 43Q: 3 clusters Score -2348224 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2348229.250000 Penalty: 4882.493652
	Iteration 44Q: 3 clusters Score -2348229 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -2348242.750000 Penalty: 4882.493652
	Iteration 45Q: 3 clusters Score -2348243 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2348252.250000 Penalty: 4882.493652
	Iteration 46Q: 3 clusters Score -2348252 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2348272.250000 Penalty: 4882.493652
	Iteration 47Q: 3 clusters Score -2348272 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2348279 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2348286.250000 Penalty: 4882.493652
	Iteration 49Q: 3 clusters Score -2348286 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2348304.250000 Penalty: 4882.493652
	Iteration 50Q: 3 clusters Score -2348304 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -2348317.500000 Penalty: 4882.493652
	Iteration 51Q: 3 clusters Score -2348318 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2348331.500000 Penalty: 4882.493652
	Iteration 52Q: 3 clusters Score -2348332 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -2348343.250000 Penalty: 4882.493652
	Iteration 53Q: 3 clusters Score -2348343 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2348355.500000 Penalty: 4882.493652
	Iteration 54Q: 3 clusters Score -2348356 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -2348385.250000 Penalty: 4882.493652
	Iteration 55Q: 3 clusters Score -2348385 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -2348399.250000 Penalty: 4882.493652
	Iteration 56Q: 3 clusters Score -2348399 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -2348420.000000 Penalty: 4882.493652
	Iteration 57Q: 3 clusters Score -2348420 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -2348441.500000 Penalty: 4882.493652
	Iteration 58Q: 3 clusters Score -2348442 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -2348461.000000 Penalty: 4882.493652
	Iteration 59Q: 3 clusters Score -2348461 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -2348492.250000 Penalty: 4882.493652
	Iteration 60F: 3 clusters Score -2348492 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -2348519.500000 Penalty: 4882.493652
	Iteration 61Q: 3 clusters Score -2348520 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2348555 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2348570 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -2348590.250000 Penalty: 4882.493652
	Iteration 64Q: 3 clusters Score -2348590 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -2348608.250000 Penalty: 4882.493652
	Iteration 65Q: 3 clusters Score -2348608 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2348638 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2348655 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2348681 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2348707 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2348749 nChanged 149
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Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2348776 nChanged 137
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -2348809.750000 Penalty: 4882.493652
	Iteration 72Q: 3 clusters Score -2348810 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -2348834.750000 Penalty: 4882.493652
	Iteration 73Q: 3 clusters Score -2348835 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2348857 nChanged 124
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Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2348876 nChanged 125
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Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2348915 nChanged 141
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Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2348943 nChanged 162
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2348991 nChanged 178
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -2349045.500000 Penalty: 4882.493652
	Iteration 79Q: 3 clusters Score -2349046 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -2349119.750000 Penalty: 4882.493652
	Iteration 80F: 3 clusters Score -2349120 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2349176 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2349218 nChanged 171
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Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2349266 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2349316 nChanged 173
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2349366 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2349413 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2349461 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2349505 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2349534 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2349569 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2349590 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2349615 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2349645 nChanged 98
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Mstep: Class 1 contains 15821 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2349676 nChanged 91
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Mstep: Class 1 contains 15910 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2349719 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2349755 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2349787 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2349808 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
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Entering Unmasked Estep 
Score: -2349825.250000 Penalty: 4882.493652
	Iteration 99Q: 3 clusters Score -2349825 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2349868 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2349900 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16546 members 
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Entering Unmasked Estep 
Score: -2349924.500000 Penalty: 4882.493652
	Iteration 102Q: 3 clusters Score -2349924 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16615 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2349946 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2349960.250000 Penalty: 4882.493652
	Iteration 104Q: 3 clusters Score -2349960 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16737 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2349982 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2350000 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2350022.250000 Penalty: 4882.493652
	Iteration 107Q: 3 clusters Score -2350022 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2350038.750000 Penalty: 4882.493652
	Iteration 108Q: 3 clusters Score -2350039 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16969 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2350060 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2350078 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2350103.250000 Penalty: 4882.493652
	Iteration 111Q: 3 clusters Score -2350103 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2350128 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2350161 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17245 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2350188 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17290 members 
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Entering Unmasked Estep 
Score: -2350210.250000 Penalty: 4882.493652
	Iteration 115Q: 3 clusters Score -2350210 nChanged 52
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Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2350242.250000 Penalty: 4882.493652
	Iteration 116Q: 3 clusters Score -2350242 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17399 members 
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Entering Unmasked Estep 
Score: -2350286.500000 Penalty: 4882.493652
	Iteration 117Q: 3 clusters Score -2350286 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2350345.000000 Penalty: 4882.493652
	Iteration 118Q: 3 clusters Score -2350345 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
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Entering Unmasked Estep 
Score: -2350391.000000 Penalty: 4882.493652
	Iteration 119Q: 3 clusters Score -2350391 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2350448.750000 Penalty: 4882.493652
	Iteration 120F: 3 clusters Score -2350449 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2350495 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2350537.250000 Penalty: 4882.493652
	Iteration 122Q: 3 clusters Score -2350537 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17719 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2350569 nChanged 37
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Mstep: Class 1 contains 17744 members 
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Entering Unmasked Estep 
Score: -2350591.000000 Penalty: 4882.493652
	Iteration 124Q: 3 clusters Score -2350591 nChanged 47
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Mstep: Class 1 contains 17779 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2350617 nChanged 38
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Mstep: Class 1 contains 17809 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2350637 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2350655 nChanged 28
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Mstep: Class 1 contains 17844 members 
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Entering Unmasked Estep 
Score: -2350663.250000 Penalty: 4882.493652
	Iteration 128Q: 3 clusters Score -2350663 nChanged 31
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2350678 nChanged 25
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Mstep: Class 1 contains 17894 members 
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Entering Unmasked Estep 
Score: -2350692.250000 Penalty: 4882.493652
	Iteration 130Q: 3 clusters Score -2350692 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17909 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2350708 nChanged 27
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Mstep: Class 1 contains 17930 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2350717 nChanged 19
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Entering Unmasked Estep 
Score: -2350723.000000 Penalty: 4882.493652
	Iteration 133Q: 3 clusters Score -2350723 nChanged 12
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Mstep: Class 1 contains 17955 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2350728 nChanged 16
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2350734 nChanged 12
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2350738 nChanged 10
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2350751 nChanged 10
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2350754 nChanged 6
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Entering Unmasked Estep 
Score: -2350752.250000 Penalty: 4882.493652
	Iteration 139Q: 3 clusters Score -2350752 nChanged 1
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Entering Unmasked Estep 
Score: -2350754.250000 Penalty: 4882.493652
	Iteration 140F: 3 clusters Score -2350754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2350756.000000 Penalty: 4882.493652
	Iteration 141Q: 3 clusters Score -2350756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2350756.750000 Penalty: 4882.493652
	Iteration 142Q: 3 clusters Score -2350757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2350757.250000 Penalty: 4882.493652
	Iteration 143Q: 3 clusters Score -2350757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2350759.750000 Penalty: 4882.493652
	Iteration 144Q: 3 clusters Score -2350760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2350762.500000 Penalty: 4882.493652
	Iteration 145Q: 3 clusters Score -2350762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2350767.000000 Penalty: 4882.493652
	Iteration 146Q: 3 clusters Score -2350767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2350769.750000 Penalty: 4882.493652
	Iteration 147Q: 3 clusters Score -2350770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2350769.500000 Penalty: 4882.493652
	Iteration 148Q: 3 clusters Score -2350770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2350771.750000 Penalty: 4882.493652
	Iteration 149Q: 3 clusters Score -2350772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2350770.500000 Penalty: 4882.493652
	Iteration 150Q: 3 clusters Score -2350770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2350770.000000 Penalty: 4882.493652
	Iteration 151Q: 3 clusters Score -2350770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2350770.000000 Penalty: 4882.493652
	Iteration 152F: 3 clusters Score -2350770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Entering Unmasked Estep 
Score: -2633394.250000 Penalty: 2461.413330
	Iteration 0F: 2 clusters Score -2633394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2618979.750000 Penalty: 4922.826660
	Iteration 0F: 3 clusters Score -2618980 nChanged 9004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2623644.500000 Penalty: 4922.826660
	Iteration 1F: 3 clusters Score -2623644 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2624018.500000 Penalty: 4922.826660
	Iteration 2F: 3 clusters Score -2624018 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -2624354.500000 Penalty: 4922.826660
	Iteration 3Q: 3 clusters Score -2624354 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -2624672.250000 Penalty: 4922.826660
	Iteration 4Q: 3 clusters Score -2624672 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -2624987.000000 Penalty: 4922.826660
	Iteration 5Q: 3 clusters Score -2624987 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2625355.000000 Penalty: 4922.826660
	Iteration 6Q: 3 clusters Score -2625355 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -2625826.500000 Penalty: 4922.826660
	Iteration 7Q: 3 clusters Score -2625826 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -2626375.250000 Penalty: 4922.826660
	Iteration 8Q: 3 clusters Score -2626375 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -2627004.000000 Penalty: 4922.826660
	Iteration 9Q: 3 clusters Score -2627004 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -2627787.750000 Penalty: 4922.826660
	Iteration 10F: 3 clusters Score -2627788 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -2628576.250000 Penalty: 4922.826660
	Iteration 11F: 3 clusters Score -2628576 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -2629288.750000 Penalty: 4922.826660
	Iteration 12Q: 3 clusters Score -2629289 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -2629918.500000 Penalty: 4922.826660
	Iteration 13Q: 3 clusters Score -2629918 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2630377.250000 Penalty: 4922.826660
	Iteration 14Q: 3 clusters Score -2630377 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -2630651.000000 Penalty: 4922.826660
	Iteration 15Q: 3 clusters Score -2630651 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -2630793.750000 Penalty: 4922.826660
	Iteration 16Q: 3 clusters Score -2630794 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -2630916.250000 Penalty: 4922.826660
	Iteration 17Q: 3 clusters Score -2630916 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -2630987.750000 Penalty: 4922.826660
	Iteration 18Q: 3 clusters Score -2630988 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -2631049.000000 Penalty: 4922.826660
	Iteration 19Q: 3 clusters Score -2631049 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -2631100.250000 Penalty: 4922.826660
	Iteration 20F: 3 clusters Score -2631100 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -2631134.750000 Penalty: 4922.826660
	Iteration 21Q: 3 clusters Score -2631135 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -2631157.750000 Penalty: 4922.826660
	Iteration 22Q: 3 clusters Score -2631158 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -2631186.750000 Penalty: 4922.826660
	Iteration 23Q: 3 clusters Score -2631187 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -2631203.250000 Penalty: 4922.826660
	Iteration 24Q: 3 clusters Score -2631203 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -2631212.250000 Penalty: 4922.826660
	Iteration 25Q: 3 clusters Score -2631212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -2631224.000000 Penalty: 4922.826660
	Iteration 26Q: 3 clusters Score -2631224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -2631223.750000 Penalty: 4922.826660
	Iteration 27Q: 3 clusters Score -2631224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -2631225.000000 Penalty: 4922.826660
	Iteration 28Q: 3 clusters Score -2631225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -2631234.500000 Penalty: 4922.826660
	Iteration 29Q: 3 clusters Score -2631234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -2631242.750000 Penalty: 4922.826660
	Iteration 30Q: 3 clusters Score -2631243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -2631244.000000 Penalty: 4922.826660
	Iteration 31Q: 3 clusters Score -2631244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -2631242.000000 Penalty: 4922.826660
	Iteration 32Q: 3 clusters Score -2631242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -2631244.750000 Penalty: 4922.826660
	Iteration 33Q: 3 clusters Score -2631245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -2631248.250000 Penalty: 4922.826660
	Iteration 34Q: 3 clusters Score -2631248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -2631249.500000 Penalty: 4922.826660
	Iteration 35Q: 3 clusters Score -2631250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -2631251.250000 Penalty: 4922.826660
	Iteration 36Q: 3 clusters Score -2631251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -2631253.250000 Penalty: 4922.826660
	Iteration 37Q: 3 clusters Score -2631253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -2631251.500000 Penalty: 4922.826660
	Iteration 38Q: 3 clusters Score -2631252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -2631251.000000 Penalty: 4922.826660
	Iteration 39Q: 3 clusters Score -2631251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -2631251.000000 Penalty: 4922.826660
	Iteration 40F: 3 clusters Score -2631251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Entering Unmasked Estep 
Score: -1410816.000000 Penalty: 2306.150146
	Iteration 0F: 2 clusters Score -1410816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1402552.125000 Penalty: 4612.300293
	Iteration 0F: 3 clusters Score -1402552 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1405057.875000 Penalty: 4612.300293
	Iteration 1F: 3 clusters Score -1405058 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1405387.250000 Penalty: 4612.300293
	Iteration 2F: 3 clusters Score -1405387 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1405640.250000 Penalty: 4612.300293
	Iteration 3F: 3 clusters Score -1405640 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1405837.375000 Penalty: 4612.300293
	Iteration 4Q: 3 clusters Score -1405837 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1406027.625000 Penalty: 4612.300293
	Iteration 5Q: 3 clusters Score -1406028 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1406219.375000 Penalty: 4612.300293
	Iteration 6Q: 3 clusters Score -1406219 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1406424.125000 Penalty: 4612.300293
	Iteration 7Q: 3 clusters Score -1406424 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1406599.500000 Penalty: 4612.300293
	Iteration 8Q: 3 clusters Score -1406600 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1406765.250000 Penalty: 4612.300293
	Iteration 9Q: 3 clusters Score -1406765 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1406954.250000 Penalty: 4612.300293
	Iteration 10Q: 3 clusters Score -1406954 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1407173.375000 Penalty: 4612.300293
	Iteration 11Q: 3 clusters Score -1407173 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1407415.125000 Penalty: 4612.300293
	Iteration 12Q: 3 clusters Score -1407415 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1407702.750000 Penalty: 4612.300293
	Iteration 13Q: 3 clusters Score -1407703 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1407971.125000 Penalty: 4612.300293
	Iteration 14Q: 3 clusters Score -1407971 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1408171.750000 Penalty: 4612.300293
	Iteration 15Q: 3 clusters Score -1408172 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1408283.750000 Penalty: 4612.300293
	Iteration 16Q: 3 clusters Score -1408284 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1408376.250000 Penalty: 4612.300293
	Iteration 17Q: 3 clusters Score -1408376 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1408451.250000 Penalty: 4612.300293
	Iteration 18Q: 3 clusters Score -1408451 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1408507.500000 Penalty: 4612.300293
	Iteration 19Q: 3 clusters Score -1408508 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1408563.625000 Penalty: 4612.300293
	Iteration 20F: 3 clusters Score -1408564 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1408614.125000 Penalty: 4612.300293
	Iteration 21Q: 3 clusters Score -1408614 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1408664.875000 Penalty: 4612.300293
	Iteration 22Q: 3 clusters Score -1408665 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1408696.625000 Penalty: 4612.300293
	Iteration 23Q: 3 clusters Score -1408697 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1408728.125000 Penalty: 4612.300293
	Iteration 24Q: 3 clusters Score -1408728 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1408742.250000 Penalty: 4612.300293
	Iteration 25Q: 3 clusters Score -1408742 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1408763.125000 Penalty: 4612.300293
	Iteration 26Q: 3 clusters Score -1408763 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1408778.250000 Penalty: 4612.300293
	Iteration 27Q: 3 clusters Score -1408778 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1408792.875000 Penalty: 4612.300293
	Iteration 28Q: 3 clusters Score -1408793 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1408802.000000 Penalty: 4612.300293
	Iteration 29Q: 3 clusters Score -1408802 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1408810.125000 Penalty: 4612.300293
	Iteration 30Q: 3 clusters Score -1408810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1408816.625000 Penalty: 4612.300293
	Iteration 31Q: 3 clusters Score -1408817 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1408827.625000 Penalty: 4612.300293
	Iteration 32Q: 3 clusters Score -1408828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1408837.125000 Penalty: 4612.300293
	Iteration 33Q: 3 clusters Score -1408837 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1408840.625000 Penalty: 4612.300293
	Iteration 34Q: 3 clusters Score -1408841 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1408853.375000 Penalty: 4612.300293
	Iteration 35Q: 3 clusters Score -1408853 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1408865.000000 Penalty: 4612.300293
	Iteration 36Q: 3 clusters Score -1408865 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1408872.625000 Penalty: 4612.300293
	Iteration 37Q: 3 clusters Score -1408873 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1408878.625000 Penalty: 4612.300293
	Iteration 38Q: 3 clusters Score -1408879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1408880.250000 Penalty: 4612.300293
	Iteration 39Q: 3 clusters Score -1408880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1408884.375000 Penalty: 4612.300293
	Iteration 40F: 3 clusters Score -1408884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1408889.875000 Penalty: 4612.300293
	Iteration 41Q: 3 clusters Score -1408890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1408893.125000 Penalty: 4612.300293
	Iteration 42Q: 3 clusters Score -1408893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1408894.875000 Penalty: 4612.300293
	Iteration 43Q: 3 clusters Score -1408895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1408896.250000 Penalty: 4612.300293
	Iteration 44Q: 3 clusters Score -1408896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1408899.375000 Penalty: 4612.300293
	Iteration 45Q: 3 clusters Score -1408899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1408903.000000 Penalty: 4612.300293
	Iteration 46Q: 3 clusters Score -1408903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1408904.500000 Penalty: 4612.300293
	Iteration 47Q: 3 clusters Score -1408904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1408905.375000 Penalty: 4612.300293
	Iteration 48Q: 3 clusters Score -1408905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1408909.750000 Penalty: 4612.300293
	Iteration 49Q: 3 clusters Score -1408910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1408909.000000 Penalty: 4612.300293
	Iteration 50Q: 3 clusters Score -1408909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1408911.875000 Penalty: 4612.300293
	Iteration 51Q: 3 clusters Score -1408912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1408912.000000 Penalty: 4612.300293
	Iteration 52Q: 3 clusters Score -1408912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1408912.125000 Penalty: 4612.300293
	Iteration 53Q: 3 clusters Score -1408912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1408915.500000 Penalty: 4612.300293
	Iteration 54Q: 3 clusters Score -1408916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1408918.250000 Penalty: 4612.300293
	Iteration 55Q: 3 clusters Score -1408918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1408917.875000 Penalty: 4612.300293
	Iteration 56Q: 3 clusters Score -1408918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1408921.125000 Penalty: 4612.300293
	Iteration 57Q: 3 clusters Score -1408921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1408920.500000 Penalty: 4612.300293
	Iteration 58Q: 3 clusters Score -1408920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1408923.500000 Penalty: 4612.300293
	Iteration 59Q: 3 clusters Score -1408924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1408922.500000 Penalty: 4612.300293
	Iteration 60F: 3 clusters Score -1408922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1408925.125000 Penalty: 4612.300293
	Iteration 61Q: 3 clusters Score -1408925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1408926.000000 Penalty: 4612.300293
	Iteration 62Q: 3 clusters Score -1408926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1408927.375000 Penalty: 4612.300293
	Iteration 63Q: 3 clusters Score -1408927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1408930.625000 Penalty: 4612.300293
	Iteration 64Q: 3 clusters Score -1408931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1408935.250000 Penalty: 4612.300293
	Iteration 65Q: 3 clusters Score -1408935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1408937.000000 Penalty: 4612.300293
	Iteration 66Q: 3 clusters Score -1408937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1408936.125000 Penalty: 4612.300293
	Iteration 67Q: 3 clusters Score -1408936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1408937.125000 Penalty: 4612.300293
	Iteration 68Q: 3 clusters Score -1408937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1408935.375000 Penalty: 4612.300293
	Iteration 69Q: 3 clusters Score -1408935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1408935.375000 Penalty: 4612.300293
	Iteration 70F: 3 clusters Score -1408935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Entering Unmasked Estep 
Score: -708086.500000 Penalty: 2134.544434
	Iteration 0F: 2 clusters Score -708086.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -703281.500000 Penalty: 4269.088867
	Iteration 0F: 3 clusters Score -703281.5 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -704402.750000 Penalty: 4269.088867
	Iteration 1F: 3 clusters Score -704402.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -704605.625000 Penalty: 4269.088867
	Iteration 2F: 3 clusters Score -704605.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -704736.000000 Penalty: 4269.088867
	Iteration 3Q: 3 clusters Score -704736 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -704824.500000 Penalty: 4269.088867
	Iteration 4Q: 3 clusters Score -704824.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -704895.625000 Penalty: 4269.088867
	Iteration 5Q: 3 clusters Score -704895.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -704954.062500 Penalty: 4269.088867
	Iteration 6Q: 3 clusters Score -704954.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -705000.187500 Penalty: 4269.088867
	Iteration 7Q: 3 clusters Score -705000.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -705044.625000 Penalty: 4269.088867
	Iteration 8Q: 3 clusters Score -705044.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -705080.875000 Penalty: 4269.088867
	Iteration 9Q: 3 clusters Score -705080.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -705117.375000 Penalty: 4269.088867
	Iteration 10Q: 3 clusters Score -705117.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -705163.187500 Penalty: 4269.088867
	Iteration 11Q: 3 clusters Score -705163.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -705205.125000 Penalty: 4269.088867
	Iteration 12Q: 3 clusters Score -705205.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -705242.750000 Penalty: 4269.088867
	Iteration 13Q: 3 clusters Score -705242.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -705274.875000 Penalty: 4269.088867
	Iteration 14Q: 3 clusters Score -705274.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -705307.750000 Penalty: 4269.088867
	Iteration 15Q: 3 clusters Score -705307.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -705338.812500 Penalty: 4269.088867
	Iteration 16Q: 3 clusters Score -705338.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -705368.062500 Penalty: 4269.088867
	Iteration 17Q: 3 clusters Score -705368.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -705398.375000 Penalty: 4269.088867
	Iteration 18Q: 3 clusters Score -705398.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -705435.562500 Penalty: 4269.088867
	Iteration 19Q: 3 clusters Score -705435.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -705480.937500 Penalty: 4269.088867
	Iteration 20F: 3 clusters Score -705480.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -705530.500000 Penalty: 4269.088867
	Iteration 21Q: 3 clusters Score -705530.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -705575.562500 Penalty: 4269.088867
	Iteration 22Q: 3 clusters Score -705575.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -705632.937500 Penalty: 4269.088867
	Iteration 23Q: 3 clusters Score -705632.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -705676.312500 Penalty: 4269.088867
	Iteration 24Q: 3 clusters Score -705676.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -705727.375000 Penalty: 4269.088867
	Iteration 25Q: 3 clusters Score -705727.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -705787.437500 Penalty: 4269.088867
	Iteration 26Q: 3 clusters Score -705787.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -705836.687500 Penalty: 4269.088867
	Iteration 27Q: 3 clusters Score -705836.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -705872.312500 Penalty: 4269.088867
	Iteration 28Q: 3 clusters Score -705872.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -705899.187500 Penalty: 4269.088867
	Iteration 29Q: 3 clusters Score -705899.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -705920.125000 Penalty: 4269.088867
	Iteration 30Q: 3 clusters Score -705920.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -705942.250000 Penalty: 4269.088867
	Iteration 31Q: 3 clusters Score -705942.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -705962.562500 Penalty: 4269.088867
	Iteration 32Q: 3 clusters Score -705962.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -705978.187500 Penalty: 4269.088867
	Iteration 33Q: 3 clusters Score -705978.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -705990.687500 Penalty: 4269.088867
	Iteration 34Q: 3 clusters Score -705990.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -706004.687500 Penalty: 4269.088867
	Iteration 35Q: 3 clusters Score -706004.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -706018.937500 Penalty: 4269.088867
	Iteration 36Q: 3 clusters Score -706018.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -706031.062500 Penalty: 4269.088867
	Iteration 37Q: 3 clusters Score -706031.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -706049.812500 Penalty: 4269.088867
	Iteration 38Q: 3 clusters Score -706049.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -706066.437500 Penalty: 4269.088867
	Iteration 39Q: 3 clusters Score -706066.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -706081.625000 Penalty: 4269.088867
	Iteration 40F: 3 clusters Score -706081.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -706098.875000 Penalty: 4269.088867
	Iteration 41Q: 3 clusters Score -706098.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -706116.750000 Penalty: 4269.088867
	Iteration 42Q: 3 clusters Score -706116.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -706128.250000 Penalty: 4269.088867
	Iteration 43Q: 3 clusters Score -706128.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -706141.312500 Penalty: 4269.088867
	Iteration 44Q: 3 clusters Score -706141.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -706154.875000 Penalty: 4269.088867
	Iteration 45Q: 3 clusters Score -706154.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -706175.062500 Penalty: 4269.088867
	Iteration 46Q: 3 clusters Score -706175.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -706184.687500 Penalty: 4269.088867
	Iteration 47Q: 3 clusters Score -706184.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -706191.437500 Penalty: 4269.088867
	Iteration 48Q: 3 clusters Score -706191.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -706196.187500 Penalty: 4269.088867
	Iteration 49Q: 3 clusters Score -706196.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -706200.312500 Penalty: 4269.088867
	Iteration 50Q: 3 clusters Score -706200.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -706206.312500 Penalty: 4269.088867
	Iteration 51Q: 3 clusters Score -706206.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -706208.437500 Penalty: 4269.088867
	Iteration 52Q: 3 clusters Score -706208.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -706211.250000 Penalty: 4269.088867
	Iteration 53Q: 3 clusters Score -706211.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -706211.250000 Penalty: 4269.088867
	Iteration 54F: 3 clusters Score -706211.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Entering Unmasked Estep 
Score: -1264477.875000 Penalty: 2279.002441
	Iteration 0F: 2 clusters Score -1264478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1256913.000000 Penalty: 4558.004883
	Iteration 0F: 3 clusters Score -1256913 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1259128.250000 Penalty: 4558.004883
	Iteration 1F: 3 clusters Score -1259128 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1259366.000000 Penalty: 4558.004883
	Iteration 2F: 3 clusters Score -1259366 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1259543.750000 Penalty: 4558.004883
	Iteration 3Q: 3 clusters Score -1259544 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1259654.375000 Penalty: 4558.004883
	Iteration 4Q: 3 clusters Score -1259654 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1259749.750000 Penalty: 4558.004883
	Iteration 5Q: 3 clusters Score -1259750 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1259830.875000 Penalty: 4558.004883
	Iteration 6Q: 3 clusters Score -1259831 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1259889.125000 Penalty: 4558.004883
	Iteration 7Q: 3 clusters Score -1259889 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1259942.500000 Penalty: 4558.004883
	Iteration 8Q: 3 clusters Score -1259942 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1259987.875000 Penalty: 4558.004883
	Iteration 9Q: 3 clusters Score -1259988 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1260031.500000 Penalty: 4558.004883
	Iteration 10Q: 3 clusters Score -1260032 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1260068.375000 Penalty: 4558.004883
	Iteration 11Q: 3 clusters Score -1260068 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1260115.000000 Penalty: 4558.004883
	Iteration 12Q: 3 clusters Score -1260115 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1260160.125000 Penalty: 4558.004883
	Iteration 13Q: 3 clusters Score -1260160 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1260211.125000 Penalty: 4558.004883
	Iteration 14Q: 3 clusters Score -1260211 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1260265.875000 Penalty: 4558.004883
	Iteration 15Q: 3 clusters Score -1260266 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1260322.000000 Penalty: 4558.004883
	Iteration 16Q: 3 clusters Score -1260322 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1260398.375000 Penalty: 4558.004883
	Iteration 17Q: 3 clusters Score -1260398 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1260484.375000 Penalty: 4558.004883
	Iteration 18Q: 3 clusters Score -1260484 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1260570.625000 Penalty: 4558.004883
	Iteration 19Q: 3 clusters Score -1260571 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1260693.125000 Penalty: 4558.004883
	Iteration 20F: 3 clusters Score -1260693 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1260847.000000 Penalty: 4558.004883
	Iteration 21Q: 3 clusters Score -1260847 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1261017.250000 Penalty: 4558.004883
	Iteration 22Q: 3 clusters Score -1261017 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1261186.125000 Penalty: 4558.004883
	Iteration 23Q: 3 clusters Score -1261186 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1261343.375000 Penalty: 4558.004883
	Iteration 24Q: 3 clusters Score -1261343 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1261464.625000 Penalty: 4558.004883
	Iteration 25Q: 3 clusters Score -1261465 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1261564.375000 Penalty: 4558.004883
	Iteration 26Q: 3 clusters Score -1261564 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1261648.875000 Penalty: 4558.004883
	Iteration 27Q: 3 clusters Score -1261649 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1261739.625000 Penalty: 4558.004883
	Iteration 28Q: 3 clusters Score -1261740 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1261810.875000 Penalty: 4558.004883
	Iteration 29Q: 3 clusters Score -1261811 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1261869.500000 Penalty: 4558.004883
	Iteration 30Q: 3 clusters Score -1261870 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1261913.375000 Penalty: 4558.004883
	Iteration 31Q: 3 clusters Score -1261913 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1261968.000000 Penalty: 4558.004883
	Iteration 32Q: 3 clusters Score -1261968 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1262027.750000 Penalty: 4558.004883
	Iteration 33Q: 3 clusters Score -1262028 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1262074.750000 Penalty: 4558.004883
	Iteration 34Q: 3 clusters Score -1262075 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1262113.750000 Penalty: 4558.004883
	Iteration 35Q: 3 clusters Score -1262114 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1262141.750000 Penalty: 4558.004883
	Iteration 36Q: 3 clusters Score -1262142 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1262159.875000 Penalty: 4558.004883
	Iteration 37Q: 3 clusters Score -1262160 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1262183.250000 Penalty: 4558.004883
	Iteration 38Q: 3 clusters Score -1262183 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1262207.625000 Penalty: 4558.004883
	Iteration 39Q: 3 clusters Score -1262208 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1262237.250000 Penalty: 4558.004883
	Iteration 40F: 3 clusters Score -1262237 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1262257.500000 Penalty: 4558.004883
	Iteration 41Q: 3 clusters Score -1262258 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1262280.750000 Penalty: 4558.004883
	Iteration 42Q: 3 clusters Score -1262281 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1262310.250000 Penalty: 4558.004883
	Iteration 43Q: 3 clusters Score -1262310 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1262342.875000 Penalty: 4558.004883
	Iteration 44Q: 3 clusters Score -1262343 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1262360.125000 Penalty: 4558.004883
	Iteration 45Q: 3 clusters Score -1262360 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1262372.250000 Penalty: 4558.004883
	Iteration 46Q: 3 clusters Score -1262372 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1262380.500000 Penalty: 4558.004883
	Iteration 47Q: 3 clusters Score -1262380 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1262395.375000 Penalty: 4558.004883
	Iteration 48Q: 3 clusters Score -1262395 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1262404.000000 Penalty: 4558.004883
	Iteration 49Q: 3 clusters Score -1262404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1262414.875000 Penalty: 4558.004883
	Iteration 50Q: 3 clusters Score -1262415 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1262419.750000 Penalty: 4558.004883
	Iteration 51Q: 3 clusters Score -1262420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1262424.375000 Penalty: 4558.004883
	Iteration 52Q: 3 clusters Score -1262424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1262429.375000 Penalty: 4558.004883
	Iteration 53Q: 3 clusters Score -1262429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1262428.750000 Penalty: 4558.004883
	Iteration 54Q: 3 clusters Score -1262429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1262428.375000 Penalty: 4558.004883
	Iteration 55Q: 3 clusters Score -1262428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1262429.375000 Penalty: 4558.004883
	Iteration 56Q: 3 clusters Score -1262429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1262428.750000 Penalty: 4558.004883
	Iteration 57Q: 3 clusters Score -1262429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1262428.125000 Penalty: 4558.004883
	Iteration 58Q: 3 clusters Score -1262428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1262430.625000 Penalty: 4558.004883
	Iteration 59Q: 3 clusters Score -1262431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1262432.875000 Penalty: 4558.004883
	Iteration 60F: 3 clusters Score -1262433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1262433.625000 Penalty: 4558.004883
	Iteration 61Q: 3 clusters Score -1262434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1262433.750000 Penalty: 4558.004883
	Iteration 62Q: 3 clusters Score -1262434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1262438.500000 Penalty: 4558.004883
	Iteration 63Q: 3 clusters Score -1262438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1262440.000000 Penalty: 4558.004883
	Iteration 64Q: 3 clusters Score -1262440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1262442.375000 Penalty: 4558.004883
	Iteration 65Q: 3 clusters Score -1262442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1262445.750000 Penalty: 4558.004883
	Iteration 66Q: 3 clusters Score -1262446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1262445.750000 Penalty: 4558.004883
	Iteration 67Q: 3 clusters Score -1262446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1262448.125000 Penalty: 4558.004883
	Iteration 68Q: 3 clusters Score -1262448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1262448.125000 Penalty: 4558.004883
	Iteration 69F: 3 clusters Score -1262448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Entering Unmasked Estep 
Score: -257292.515625 Penalty: 1898.536865
	Iteration 0F: 2 clusters Score -257292.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -254617.046875 Penalty: 3797.073730
	Iteration 0F: 3 clusters Score -254617 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -255126.375000 Penalty: 3797.073730
	Iteration 1F: 3 clusters Score -255126.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -255265.484375 Penalty: 3797.073730
	Iteration 2F: 3 clusters Score -255265.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -255346.296875 Penalty: 3797.073730
	Iteration 3Q: 3 clusters Score -255346.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -255388.421875 Penalty: 3797.073730
	Iteration 4Q: 3 clusters Score -255388.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -255420.046875 Penalty: 3797.073730
	Iteration 5Q: 3 clusters Score -255420 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -255452.421875 Penalty: 3797.073730
	Iteration 6Q: 3 clusters Score -255452.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -255474.718750 Penalty: 3797.073730
	Iteration 7Q: 3 clusters Score -255474.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -255491.468750 Penalty: 3797.073730
	Iteration 8Q: 3 clusters Score -255491.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -255501.984375 Penalty: 3797.073730
	Iteration 9Q: 3 clusters Score -255502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -255507.531250 Penalty: 3797.073730
	Iteration 10Q: 3 clusters Score -255507.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -255515.890625 Penalty: 3797.073730
	Iteration 11Q: 3 clusters Score -255515.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -255526.937500 Penalty: 3797.073730
	Iteration 12Q: 3 clusters Score -255526.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -255535.812500 Penalty: 3797.073730
	Iteration 13Q: 3 clusters Score -255535.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -255550.859375 Penalty: 3797.073730
	Iteration 14Q: 3 clusters Score -255550.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -255564.515625 Penalty: 3797.073730
	Iteration 15Q: 3 clusters Score -255564.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -255571.671875 Penalty: 3797.073730
	Iteration 16Q: 3 clusters Score -255571.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -255576.484375 Penalty: 3797.073730
	Iteration 17Q: 3 clusters Score -255576.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -255582.968750 Penalty: 3797.073730
	Iteration 18Q: 3 clusters Score -255583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -255589.015625 Penalty: 3797.073730
	Iteration 19Q: 3 clusters Score -255589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -255596.046875 Penalty: 3797.073730
	Iteration 20F: 3 clusters Score -255596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -255599.468750 Penalty: 3797.073730
	Iteration 21Q: 3 clusters Score -255599.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -255601.875000 Penalty: 3797.073730
	Iteration 22Q: 3 clusters Score -255601.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -255606.015625 Penalty: 3797.073730
	Iteration 23Q: 3 clusters Score -255606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -255609.703125 Penalty: 3797.073730
	Iteration 24Q: 3 clusters Score -255609.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -255611.453125 Penalty: 3797.073730
	Iteration 25Q: 3 clusters Score -255611.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -255613.484375 Penalty: 3797.073730
	Iteration 26Q: 3 clusters Score -255613.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -255615.250000 Penalty: 3797.073730
	Iteration 27Q: 3 clusters Score -255615.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -255616.093750 Penalty: 3797.073730
	Iteration 28Q: 3 clusters Score -255616.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -255616.093750 Penalty: 3797.073730
	Iteration 29F: 3 clusters Score -255616.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 113660 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 376 members 
Mstep: Class 10 contains 200191 members 
Mstep: Class 14 contains 728 members 
Mstep: Class 16 contains 8934 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 10220 members 
Mstep: Class 19 contains 18840 members 
Mstep: Class 20 contains 20436 members 
Mstep: Class 21 contains 10927 members 
Mstep: Class 22 contains 5470 members 
Mstep: Class 23 contains 9794 members 
Mstep: Class 24 contains 2112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57720728.000000 Penalty: 64686.820312
Iteration 39Q: 21 clusters Score -5.772073e+07 nChanged 10498
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 111411 members 
Mstep: Class 3 contains 26780 members 
Mstep: Class 4 contains 698 members 
Mstep: Class 5 contains 911 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 374 members 
Mstep: Class 10 contains 203633 members 
Mstep: Class 14 contains 727 members 
Mstep: Class 16 contains 9072 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 9994 members 
Mstep: Class 19 contains 18991 members 
Mstep: Class 20 contains 20612 members 
Mstep: Class 21 contains 11127 members 
Mstep: Class 22 contains 5567 members 
Mstep: Class 23 contains 9875 members 
Mstep: Class 24 contains 2084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57723752.000000 Penalty: 64686.820312
Iteration 40F: 21 clusters Score -5.772375e+07 nChanged 7645
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 109559 members 
Mstep: Class 3 contains 26756 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 911 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 372 members 
Mstep: Class 10 contains 205459 members 
Mstep: Class 14 contains 726 members 
Mstep: Class 16 contains 9137 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 9766 members 
Mstep: Class 19 contains 19145 members 
Mstep: Class 20 contains 20704 members 
Mstep: Class 21 contains 10997 members 
Mstep: Class 22 contains 5603 members 
Mstep: Class 23 contains 9836 members 
Mstep: Class 24 contains 2058 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 21 clusters Score -5.77247e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 108102 members 
Mstep: Class 3 contains 26645 members 
Mstep: Class 4 contains 705 members 
Mstep: Class 5 contains 911 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 371 members 
Mstep: Class 10 contains 207041 members 
Mstep: Class 14 contains 725 members 
Mstep: Class 16 contains 9180 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 9580 members 
Mstep: Class 19 contains 19287 members 
Mstep: Class 20 contains 20803 members 
Mstep: Class 21 contains 10892 members 
Mstep: Class 22 contains 5605 members 
Mstep: Class 23 contains 9760 members 
Mstep: Class 24 contains 2041 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 21 clusters Score -5.772504e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 106910 members 
Mstep: Class 3 contains 26529 members 
Mstep: Class 4 contains 706 members 
Mstep: Class 5 contains 912 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 369 members 
Mstep: Class 10 contains 208441 members 
Mstep: Class 14 contains 725 members 
Mstep: Class 16 contains 9199 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 9428 members 
Mstep: Class 19 contains 19422 members 
Mstep: Class 20 contains 20871 members 
Mstep: Class 21 contains 10791 members 
Mstep: Class 22 contains 5616 members 
Mstep: Class 23 contains 9662 members 
Mstep: Class 24 contains 2023 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 21 clusters Score -5.772538e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 106003 members 
Mstep: Class 3 contains 26451 members 
Mstep: Class 4 contains 707 members 
Mstep: Class 5 contains 912 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 368 members 
Mstep: Class 10 contains 209530 members 
Mstep: Class 14 contains 724 members 
Mstep: Class 16 contains 9221 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 9305 members 
Mstep: Class 19 contains 19579 members 
Mstep: Class 20 contains 20904 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 5618 members 
Mstep: Class 23 contains 9550 members 
Mstep: Class 24 contains 2013 members 
Entering Unmasked Estep 
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Iteration 44Q: 21 clusters Score -5.772503e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 105291 members 
Mstep: Class 3 contains 26362 members 
Mstep: Class 4 contains 711 members 
Mstep: Class 5 contains 912 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 366 members 
Mstep: Class 10 contains 210456 members 
Mstep: Class 14 contains 723 members 
Mstep: Class 16 contains 9252 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 9192 members 
Mstep: Class 19 contains 19694 members 
Mstep: Class 20 contains 20921 members 
Mstep: Class 21 contains 10631 members 
Mstep: Class 22 contains 5626 members 
Mstep: Class 23 contains 9450 members 
Mstep: Class 24 contains 1997 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 21 clusters Score -5.772472e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 104799 members 
Mstep: Class 3 contains 26294 members 
Mstep: Class 4 contains 712 members 
Mstep: Class 5 contains 912 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 365 members 
Mstep: Class 10 contains 211180 members 
Mstep: Class 14 contains 723 members 
Mstep: Class 16 contains 9269 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 9106 members 
Mstep: Class 19 contains 19792 members 
Mstep: Class 20 contains 20920 members 
Mstep: Class 21 contains 10556 members 
Mstep: Class 22 contains 5626 members 
Mstep: Class 23 contains 9357 members 
Mstep: Class 24 contains 1982 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 46Q: 21 clusters Score -5.772453e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 104399 members 
Mstep: Class 3 contains 26231 members 
Mstep: Class 4 contains 713 members 
Mstep: Class 5 contains 913 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 363 members 
Mstep: Class 10 contains 211790 members 
Mstep: Class 14 contains 721 members 
Mstep: Class 16 contains 9299 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 9054 members 
Mstep: Class 19 contains 19873 members 
Mstep: Class 20 contains 20913 members 
Mstep: Class 21 contains 10479 members 
Mstep: Class 22 contains 5610 members 
Mstep: Class 23 contains 9262 members 
Mstep: Class 24 contains 1973 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 47Q: 21 clusters Score -5.772407e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 104092 members 
Mstep: Class 3 contains 26182 members 
Mstep: Class 4 contains 714 members 
Mstep: Class 5 contains 916 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 360 members 
Mstep: Class 10 contains 212282 members 
Mstep: Class 14 contains 720 members 
Mstep: Class 16 contains 9318 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 9002 members 
Mstep: Class 19 contains 19959 members 
Mstep: Class 20 contains 20901 members 
Mstep: Class 21 contains 10418 members 
Mstep: Class 22 contains 5595 members 
Mstep: Class 23 contains 9181 members 
Mstep: Class 24 contains 1967 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 48Q: 21 clusters Score -5.772375e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 103878 members 
Mstep: Class 3 contains 26149 members 
Mstep: Class 4 contains 714 members 
Mstep: Class 5 contains 917 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 359 members 
Mstep: Class 10 contains 212609 members 
Mstep: Class 14 contains 719 members 
Mstep: Class 16 contains 9338 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8963 members 
Mstep: Class 19 contains 20032 members 
Mstep: Class 20 contains 20892 members 
Mstep: Class 21 contains 10375 members 
Mstep: Class 22 contains 5590 members 
Mstep: Class 23 contains 9121 members 
Mstep: Class 24 contains 1961 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 49Q: 21 clusters Score -5.772358e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 103721 members 
Mstep: Class 3 contains 26117 members 
Mstep: Class 4 contains 714 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 212912 members 
Mstep: Class 14 contains 720 members 
Mstep: Class 16 contains 9353 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8920 members 
Mstep: Class 19 contains 20088 members 
Mstep: Class 20 contains 20890 members 
Mstep: Class 21 contains 10319 members 
Mstep: Class 22 contains 5579 members 
Mstep: Class 23 contains 9062 members 
Mstep: Class 24 contains 1957 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 50Q: 21 clusters Score -5.772348e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 103611 members 
Mstep: Class 3 contains 26087 members 
Mstep: Class 4 contains 714 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 213108 members 
Mstep: Class 14 contains 721 members 
Mstep: Class 16 contains 9368 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8873 members 
Mstep: Class 19 contains 20135 members 
Mstep: Class 20 contains 20889 members 
Mstep: Class 21 contains 10286 members 
Mstep: Class 22 contains 5570 members 
Mstep: Class 23 contains 9035 members 
Mstep: Class 24 contains 1957 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 51Q: 21 clusters Score -5.772339e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 103525 members 
Mstep: Class 3 contains 26078 members 
Mstep: Class 4 contains 714 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 213259 members 
Mstep: Class 14 contains 721 members 
Mstep: Class 16 contains 9379 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8845 members 
Mstep: Class 19 contains 20172 members 
Mstep: Class 20 contains 20888 members 
Mstep: Class 21 contains 10252 members 
Mstep: Class 22 contains 5563 members 
Mstep: Class 23 contains 9000 members 
Mstep: Class 24 contains 1957 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 52Q: 21 clusters Score -5.77232e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 103460 members 
Mstep: Class 3 contains 26060 members 
Mstep: Class 4 contains 714 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 213406 members 
Mstep: Class 14 contains 721 members 
Mstep: Class 16 contains 9373 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8831 members 
Mstep: Class 19 contains 20200 members 
Mstep: Class 20 contains 20882 members 
Mstep: Class 21 contains 10226 members 
Mstep: Class 22 contains 5557 members 
Mstep: Class 23 contains 8967 members 
Mstep: Class 24 contains 1957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57723196.000000 Penalty: 64686.820312
Iteration 53Q: 21 clusters Score -5.77232e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 103417 members 
Mstep: Class 3 contains 26043 members 
Mstep: Class 4 contains 714 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 213498 members 
Mstep: Class 14 contains 721 members 
Mstep: Class 16 contains 9372 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8822 members 
Mstep: Class 19 contains 20222 members 
Mstep: Class 20 contains 20877 members 
Mstep: Class 21 contains 10215 members 
Mstep: Class 22 contains 5560 members 
Mstep: Class 23 contains 8931 members 
Mstep: Class 24 contains 1957 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 21 clusters Score -5.772311e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 103382 members 
Mstep: Class 3 contains 26042 members 
Mstep: Class 4 contains 714 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 213565 members 
Mstep: Class 14 contains 721 members 
Mstep: Class 16 contains 9381 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8808 members 
Mstep: Class 19 contains 20237 members 
Mstep: Class 20 contains 20869 members 
Mstep: Class 21 contains 10200 members 
Mstep: Class 22 contains 5557 members 
Mstep: Class 23 contains 8907 members 
Mstep: Class 24 contains 1957 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 21 clusters Score -5.772305e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 103369 members 
Mstep: Class 3 contains 26032 members 
Mstep: Class 4 contains 714 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 213642 members 
Mstep: Class 14 contains 721 members 
Mstep: Class 16 contains 9386 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8788 members 
Mstep: Class 19 contains 20248 members 
Mstep: Class 20 contains 20859 members 
Mstep: Class 21 contains 10188 members 
Mstep: Class 22 contains 5558 members 
Mstep: Class 23 contains 8883 members 
Mstep: Class 24 contains 1957 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 21 clusters Score -5.772301e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 103355 members 
Mstep: Class 3 contains 26029 members 
Mstep: Class 4 contains 714 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 213699 members 
Mstep: Class 14 contains 721 members 
Mstep: Class 16 contains 9383 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8775 members 
Mstep: Class 19 contains 20263 members 
Mstep: Class 20 contains 20847 members 
Mstep: Class 21 contains 10180 members 
Mstep: Class 22 contains 5556 members 
Mstep: Class 23 contains 8871 members 
Mstep: Class 24 contains 1957 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 57Q: 21 clusters Score -5.772299e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 103346 members 
Mstep: Class 3 contains 26033 members 
Mstep: Class 4 contains 714 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 213721 members 
Mstep: Class 14 contains 721 members 
Mstep: Class 16 contains 9386 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8763 members 
Mstep: Class 19 contains 20278 members 
Mstep: Class 20 contains 20837 members 
Mstep: Class 21 contains 10180 members 
Mstep: Class 22 contains 5554 members 
Mstep: Class 23 contains 8858 members 
Mstep: Class 24 contains 1956 members 
Entering Unmasked Estep 
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Iteration 58Q: 21 clusters Score -5.772294e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 103343 members 
Mstep: Class 3 contains 26037 members 
Mstep: Class 4 contains 714 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 213733 members 
Mstep: Class 14 contains 721 members 
Mstep: Class 16 contains 9391 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8752 members 
Mstep: Class 19 contains 20286 members 
Mstep: Class 20 contains 20833 members 
Mstep: Class 21 contains 10183 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 8844 members 
Mstep: Class 24 contains 1955 members 
Entering Unmasked Estep 
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Iteration 59Q: 21 clusters Score -5.772289e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 103328 members 
Mstep: Class 3 contains 26038 members 
Mstep: Class 4 contains 714 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 213751 members 
Mstep: Class 14 contains 721 members 
Mstep: Class 16 contains 9393 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8749 members 
Mstep: Class 19 contains 20288 members 
Mstep: Class 20 contains 20837 members 
Mstep: Class 21 contains 10183 members 
Mstep: Class 22 contains 5552 members 
Mstep: Class 23 contains 8838 members 
Mstep: Class 24 contains 1955 members 
Entering Unmasked Estep 
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Iteration 60F: 21 clusters Score -5.772288e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 103330 members 
Mstep: Class 3 contains 26040 members 
Mstep: Class 4 contains 715 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 213772 members 
Mstep: Class 14 contains 721 members 
Mstep: Class 16 contains 9391 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8748 members 
Mstep: Class 19 contains 20284 members 
Mstep: Class 20 contains 20837 members 
Mstep: Class 21 contains 10181 members 
Mstep: Class 22 contains 5550 members 
Mstep: Class 23 contains 8833 members 
Mstep: Class 24 contains 1954 members 
Entering Unmasked Estep 
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Iteration 61Q: 21 clusters Score -5.772284e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 103335 members 
Mstep: Class 3 contains 26039 members 
Mstep: Class 4 contains 718 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 213782 members 
Mstep: Class 14 contains 721 members 
Mstep: Class 16 contains 9391 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8742 members 
Mstep: Class 19 contains 20288 members 
Mstep: Class 20 contains 20838 members 
Mstep: Class 21 contains 10180 members 
Mstep: Class 22 contains 5547 members 
Mstep: Class 23 contains 8832 members 
Mstep: Class 24 contains 1951 members 
Entering Unmasked Estep 
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Iteration 62Q: 21 clusters Score -5.772287e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 103338 members 
Mstep: Class 3 contains 26039 members 
Mstep: Class 4 contains 718 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 213793 members 
Mstep: Class 14 contains 721 members 
Mstep: Class 16 contains 9392 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8736 members 
Mstep: Class 19 contains 20293 members 
Mstep: Class 20 contains 20838 members 
Mstep: Class 21 contains 10177 members 
Mstep: Class 22 contains 5544 members 
Mstep: Class 23 contains 8828 members 
Mstep: Class 24 contains 1950 members 
Entering Unmasked Estep 
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Iteration 63Q: 21 clusters Score -5.772288e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 103331 members 
Mstep: Class 3 contains 26047 members 
Mstep: Class 4 contains 718 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 213804 members 
Mstep: Class 14 contains 721 members 
Mstep: Class 16 contains 9393 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8733 members 
Mstep: Class 19 contains 20298 members 
Mstep: Class 20 contains 20840 members 
Mstep: Class 21 contains 10173 members 
Mstep: Class 22 contains 5536 members 
Mstep: Class 23 contains 8823 members 
Mstep: Class 24 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57722932.000000 Penalty: 64686.820312
Iteration 64Q: 21 clusters Score -5.772293e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 103326 members 
Mstep: Class 3 contains 26053 members 
Mstep: Class 4 contains 718 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 213819 members 
Mstep: Class 14 contains 721 members 
Mstep: Class 16 contains 9393 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8728 members 
Mstep: Class 19 contains 20305 members 
Mstep: Class 20 contains 20840 members 
Mstep: Class 21 contains 10171 members 
Mstep: Class 22 contains 5530 members 
Mstep: Class 23 contains 8821 members 
Mstep: Class 24 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57722844.000000 Penalty: 64686.820312
Iteration 65Q: 21 clusters Score -5.772284e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 103328 members 
Mstep: Class 3 contains 26053 members 
Mstep: Class 4 contains 718 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 213817 members 
Mstep: Class 14 contains 721 members 
Mstep: Class 16 contains 9393 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8729 members 
Mstep: Class 19 contains 20313 members 
Mstep: Class 20 contains 20839 members 
Mstep: Class 21 contains 10168 members 
Mstep: Class 22 contains 5525 members 
Mstep: Class 23 contains 8821 members 
Mstep: Class 24 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57722860.000000 Penalty: 64686.820312
Iteration 66Q: 21 clusters Score -5.772286e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 103330 members 
Mstep: Class 3 contains 26053 members 
Mstep: Class 4 contains 718 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 213825 members 
Mstep: Class 14 contains 721 members 
Mstep: Class 16 contains 9390 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8728 members 
Mstep: Class 19 contains 20316 members 
Mstep: Class 20 contains 20837 members 
Mstep: Class 21 contains 10167 members 
Mstep: Class 22 contains 5522 members 
Mstep: Class 23 contains 8819 members 
Mstep: Class 24 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57722912.000000 Penalty: 64686.820312
Iteration 67Q: 21 clusters Score -5.772291e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 103332 members 
Mstep: Class 3 contains 26051 members 
Mstep: Class 4 contains 718 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 213827 members 
Mstep: Class 14 contains 721 members 
Mstep: Class 16 contains 9392 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8729 members 
Mstep: Class 19 contains 20316 members 
Mstep: Class 20 contains 20834 members 
Mstep: Class 21 contains 10166 members 
Mstep: Class 22 contains 5519 members 
Mstep: Class 23 contains 8818 members 
Mstep: Class 24 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57722900.000000 Penalty: 64686.820312
Iteration 68Q: 21 clusters Score -5.77229e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 103327 members 
Mstep: Class 3 contains 26050 members 
Mstep: Class 4 contains 718 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 213837 members 
Mstep: Class 14 contains 721 members 
Mstep: Class 16 contains 9390 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8730 members 
Mstep: Class 19 contains 20316 members 
Mstep: Class 20 contains 20833 members 
Mstep: Class 21 contains 10166 members 
Mstep: Class 22 contains 5516 members 
Mstep: Class 23 contains 8816 members 
Mstep: Class 24 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57722940.000000 Penalty: 64686.820312
Iteration 69Q: 21 clusters Score -5.772294e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 103325 members 
Mstep: Class 3 contains 26047 members 
Mstep: Class 4 contains 718 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 213846 members 
Mstep: Class 14 contains 721 members 
Mstep: Class 16 contains 9388 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8731 members 
Mstep: Class 19 contains 20316 members 
Mstep: Class 20 contains 20831 members 
Mstep: Class 21 contains 10165 members 
Mstep: Class 22 contains 5516 members 
Mstep: Class 23 contains 8816 members 
Mstep: Class 24 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57722872.000000 Penalty: 64686.820312
Iteration 70Q: 21 clusters Score -5.772287e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 103323 members 
Mstep: Class 3 contains 26047 members 
Mstep: Class 4 contains 718 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 213852 members 
Mstep: Class 14 contains 721 members 
Mstep: Class 16 contains 9386 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8731 members 
Mstep: Class 19 contains 20316 members 
Mstep: Class 20 contains 20830 members 
Mstep: Class 21 contains 10165 members 
Mstep: Class 22 contains 5516 members 
Mstep: Class 23 contains 8815 members 
Mstep: Class 24 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57722880.000000 Penalty: 64686.820312
Iteration 71Q: 21 clusters Score -5.772288e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 103318 members 
Mstep: Class 3 contains 26049 members 
Mstep: Class 4 contains 718 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 213855 members 
Mstep: Class 14 contains 721 members 
Mstep: Class 16 contains 9387 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8730 members 
Mstep: Class 19 contains 20316 members 
Mstep: Class 20 contains 20828 members 
Mstep: Class 21 contains 10165 members 
Mstep: Class 22 contains 5515 members 
Mstep: Class 23 contains 8815 members 
Mstep: Class 24 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57722844.000000 Penalty: 64686.820312
Iteration 72Q: 21 clusters Score -5.772284e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 103318 members 
Mstep: Class 3 contains 26049 members 
Mstep: Class 4 contains 718 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 213858 members 
Mstep: Class 14 contains 721 members 
Mstep: Class 16 contains 9387 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8728 members 
Mstep: Class 19 contains 20316 members 
Mstep: Class 20 contains 20826 members 
Mstep: Class 21 contains 10165 members 
Mstep: Class 22 contains 5515 members 
Mstep: Class 23 contains 8815 members 
Mstep: Class 24 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57722824.000000 Penalty: 64686.820312
Iteration 73Q: 21 clusters Score -5.772282e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 103319 members 
Mstep: Class 3 contains 26048 members 
Mstep: Class 4 contains 718 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 213857 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9387 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8727 members 
Mstep: Class 19 contains 20316 members 
Mstep: Class 20 contains 20826 members 
Mstep: Class 21 contains 10165 members 
Mstep: Class 22 contains 5515 members 
Mstep: Class 23 contains 8815 members 
Mstep: Class 24 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57722840.000000 Penalty: 64686.820312
Iteration 74Q: 21 clusters Score -5.772284e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 103317 members 
Mstep: Class 3 contains 26048 members 
Mstep: Class 4 contains 718 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 213858 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9386 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8727 members 
Mstep: Class 19 contains 20316 members 
Mstep: Class 20 contains 20828 members 
Mstep: Class 21 contains 10165 members 
Mstep: Class 22 contains 5515 members 
Mstep: Class 23 contains 8815 members 
Mstep: Class 24 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57722824.000000 Penalty: 64686.820312
Iteration 75Q: 21 clusters Score -5.772282e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 103316 members 
Mstep: Class 3 contains 26048 members 
Mstep: Class 4 contains 718 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 213858 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9387 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8727 members 
Mstep: Class 19 contains 20316 members 
Mstep: Class 20 contains 20829 members 
Mstep: Class 21 contains 10165 members 
Mstep: Class 22 contains 5515 members 
Mstep: Class 23 contains 8814 members 
Mstep: Class 24 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57722828.000000 Penalty: 64686.820312
Iteration 76Q: 21 clusters Score -5.772283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 103315 members 
Mstep: Class 3 contains 26048 members 
Mstep: Class 4 contains 718 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 213858 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9388 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8727 members 
Mstep: Class 19 contains 20316 members 
Mstep: Class 20 contains 20830 members 
Mstep: Class 21 contains 10165 members 
Mstep: Class 22 contains 5515 members 
Mstep: Class 23 contains 8813 members 
Mstep: Class 24 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57722824.000000 Penalty: 64686.820312
Iteration 77Q: 21 clusters Score -5.772282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 103314 members 
Mstep: Class 3 contains 26048 members 
Mstep: Class 4 contains 718 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 213858 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9390 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8727 members 
Mstep: Class 19 contains 20316 members 
Mstep: Class 20 contains 20829 members 
Mstep: Class 21 contains 10165 members 
Mstep: Class 22 contains 5515 members 
Mstep: Class 23 contains 8813 members 
Mstep: Class 24 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57722824.000000 Penalty: 64686.820312
Iteration 78Q: 21 clusters Score -5.772282e+07 nChanged 1
Entering ConstructFrom: 
Score: -57722824.000000 Penalty: 64686.820312
Entering ConstructFrom: 
Trying to split cluster 1 (25731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Entering Unmasked Estep 
Score: -3315780.500000 Penalty: 2518.552002
	Iteration 0F: 2 clusters Score -3315780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -3297989.000000 Penalty: 5037.104004
	Iteration 0F: 3 clusters Score -3297989 nChanged 11539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -3304593.500000 Penalty: 5037.104004
	Iteration 1F: 3 clusters Score -3304594 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -3305478.250000 Penalty: 5037.104004
	Iteration 2F: 3 clusters Score -3305478 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -3306347.500000 Penalty: 5037.104004
	Iteration 3F: 3 clusters Score -3306348 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -3307259.750000 Penalty: 5037.104004
	Iteration 4F: 3 clusters Score -3307260 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -3308229.750000 Penalty: 5037.104004
	Iteration 5F: 3 clusters Score -3308230 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -3309301.750000 Penalty: 5037.104004
	Iteration 6F: 3 clusters Score -3309302 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -3310468.500000 Penalty: 5037.104004
	Iteration 7F: 3 clusters Score -3310468 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -3311469.250000 Penalty: 5037.104004
	Iteration 8F: 3 clusters Score -3311469 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -3312166.250000 Penalty: 5037.104004
	Iteration 9Q: 3 clusters Score -3312166 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -3312657.000000 Penalty: 5037.104004
	Iteration 10Q: 3 clusters Score -3312657 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -3313114.500000 Penalty: 5037.104004
	Iteration 11Q: 3 clusters Score -3313114 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -3313493.000000 Penalty: 5037.104004
	Iteration 12Q: 3 clusters Score -3313493 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -3313785.500000 Penalty: 5037.104004
	Iteration 13Q: 3 clusters Score -3313786 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -3314069.500000 Penalty: 5037.104004
	Iteration 14Q: 3 clusters Score -3314070 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -3314332.500000 Penalty: 5037.104004
	Iteration 15Q: 3 clusters Score -3314332 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -3314561.750000 Penalty: 5037.104004
	Iteration 16Q: 3 clusters Score -3314562 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -3314739.750000 Penalty: 5037.104004
	Iteration 17Q: 3 clusters Score -3314740 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -3314914.500000 Penalty: 5037.104004
	Iteration 18Q: 3 clusters Score -3314914 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -3315056.250000 Penalty: 5037.104004
	Iteration 19Q: 3 clusters Score -3315056 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -3315183.750000 Penalty: 5037.104004
	Iteration 20F: 3 clusters Score -3315184 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 24669 members 
Entering Unmasked Estep 
Score: -3315269.500000 Penalty: 5037.104004
	Iteration 21Q: 3 clusters Score -3315270 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -3315351.000000 Penalty: 5037.104004
	Iteration 22Q: 3 clusters Score -3315351 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -3315401.000000 Penalty: 5037.104004
	Iteration 23Q: 3 clusters Score -3315401 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -3315434.750000 Penalty: 5037.104004
	Iteration 24Q: 3 clusters Score -3315435 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -3315462.750000 Penalty: 5037.104004
	Iteration 25Q: 3 clusters Score -3315463 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -3315487.250000 Penalty: 5037.104004
	Iteration 26Q: 3 clusters Score -3315487 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -3315515.000000 Penalty: 5037.104004
	Iteration 27Q: 3 clusters Score -3315515 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -3315539.500000 Penalty: 5037.104004
	Iteration 28Q: 3 clusters Score -3315540 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -3315556.250000 Penalty: 5037.104004
	Iteration 29Q: 3 clusters Score -3315556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -3315574.750000 Penalty: 5037.104004
	Iteration 30Q: 3 clusters Score -3315575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -3315579.000000 Penalty: 5037.104004
	Iteration 31Q: 3 clusters Score -3315579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -3315577.750000 Penalty: 5037.104004
	Iteration 32Q: 3 clusters Score -3315578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -3315579.500000 Penalty: 5037.104004
	Iteration 33Q: 3 clusters Score -3315580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -3315585.250000 Penalty: 5037.104004
	Iteration 34Q: 3 clusters Score -3315585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -3315591.750000 Penalty: 5037.104004
	Iteration 35Q: 3 clusters Score -3315592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -3315592.250000 Penalty: 5037.104004
	Iteration 36Q: 3 clusters Score -3315592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -3315590.500000 Penalty: 5037.104004
	Iteration 37Q: 3 clusters Score -3315590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -3315593.250000 Penalty: 5037.104004
	Iteration 38Q: 3 clusters Score -3315593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -3315596.250000 Penalty: 5037.104004
	Iteration 39Q: 3 clusters Score -3315596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -3315595.750000 Penalty: 5037.104004
	Iteration 40F: 3 clusters Score -3315596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -3315597.000000 Penalty: 5037.104004
	Iteration 41Q: 3 clusters Score -3315597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -3315597.000000 Penalty: 5037.104004
	Iteration 42F: 3 clusters Score -3315597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (103314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103314 members 
Entering Unmasked Estep 
Score: -13256443.000000 Penalty: 2863.291016
	Iteration 0F: 2 clusters Score -1.325644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51729 members 
Mstep: Class 2 contains 51585 members 
Entering Unmasked Estep 
Score: -13187497.000000 Penalty: 5726.582031
	Iteration 0F: 3 clusters Score -1.31875e+07 nChanged 48886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52911 members 
Mstep: Class 2 contains 50403 members 
Entering Unmasked Estep 
Score: -13215139.000000 Penalty: 5726.582031
	Iteration 1F: 3 clusters Score -1.321514e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53692 members 
Mstep: Class 2 contains 49622 members 
Entering Unmasked Estep 
Score: -13215833.000000 Penalty: 5726.582031
	Iteration 2Q: 3 clusters Score -1.321583e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54796 members 
Mstep: Class 2 contains 48518 members 
Entering Unmasked Estep 
Score: -13216567.000000 Penalty: 5726.582031
	Iteration 3Q: 3 clusters Score -1.321657e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56514 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -13217463.000000 Penalty: 5726.582031
	Iteration 4Q: 3 clusters Score -1.321746e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59023 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -13218857.000000 Penalty: 5726.582031
	Iteration 5Q: 3 clusters Score -1.321886e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62571 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
Score: -13220780.000000 Penalty: 5726.582031
	Iteration 6Q: 3 clusters Score -1.322078e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67458 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -13223975.000000 Penalty: 5726.582031
	Iteration 7F: 3 clusters Score -1.322398e+07 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73780 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -13228889.000000 Penalty: 5726.582031
	Iteration 8F: 3 clusters Score -1.322889e+07 nChanged 7288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80770 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -13234913.000000 Penalty: 5726.582031
	Iteration 9F: 3 clusters Score -1.323491e+07 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87331 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -13240803.000000 Penalty: 5726.582031
	Iteration 10F: 3 clusters Score -1.32408e+07 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92511 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -13245500.000000 Penalty: 5726.582031
	Iteration 11F: 3 clusters Score -1.32455e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96160 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -13248552.000000 Penalty: 5726.582031
	Iteration 12Q: 3 clusters Score -1.324855e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98655 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -13250667.000000 Penalty: 5726.582031
	Iteration 13Q: 3 clusters Score -1.325067e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100261 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -13252057.000000 Penalty: 5726.582031
	Iteration 14Q: 3 clusters Score -1.325206e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101230 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -13252767.000000 Penalty: 5726.582031
	Iteration 15Q: 3 clusters Score -1.325277e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101835 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -13253194.000000 Penalty: 5726.582031
	Iteration 16Q: 3 clusters Score -1.325319e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102169 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -13253435.000000 Penalty: 5726.582031
	Iteration 17Q: 3 clusters Score -1.325344e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102351 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -13253586.000000 Penalty: 5726.582031
	Iteration 18Q: 3 clusters Score -1.325359e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102470 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -13253674.000000 Penalty: 5726.582031
	Iteration 19Q: 3 clusters Score -1.325367e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102559 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -13253728.000000 Penalty: 5726.582031
	Iteration 20F: 3 clusters Score -1.325373e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102620 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -13253791.000000 Penalty: 5726.582031
	Iteration 21Q: 3 clusters Score -1.325379e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102672 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -13253827.000000 Penalty: 5726.582031
	Iteration 22Q: 3 clusters Score -1.325383e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102711 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -13253863.000000 Penalty: 5726.582031
	Iteration 23Q: 3 clusters Score -1.325386e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102742 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -13253897.000000 Penalty: 5726.582031
	Iteration 24Q: 3 clusters Score -1.32539e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102761 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -13253905.000000 Penalty: 5726.582031
	Iteration 25Q: 3 clusters Score -1.32539e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102784 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -13253916.000000 Penalty: 5726.582031
	Iteration 26Q: 3 clusters Score -1.325392e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102797 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -13253936.000000 Penalty: 5726.582031
	Iteration 27Q: 3 clusters Score -1.325394e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102807 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -13253941.000000 Penalty: 5726.582031
	Iteration 28Q: 3 clusters Score -1.325394e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102808 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -13253952.000000 Penalty: 5726.582031
	Iteration 29Q: 3 clusters Score -1.325395e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102805 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -13253961.000000 Penalty: 5726.582031
	Iteration 30Q: 3 clusters Score -1.325396e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102810 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -13253963.000000 Penalty: 5726.582031
	Iteration 31Q: 3 clusters Score -1.325396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102813 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -13253960.000000 Penalty: 5726.582031
	Iteration 32Q: 3 clusters Score -1.325396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102812 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -13253970.000000 Penalty: 5726.582031
	Iteration 33Q: 3 clusters Score -1.325397e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102815 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -13253970.000000 Penalty: 5726.582031
	Iteration 34Q: 3 clusters Score -1.325397e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102815 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -13253967.000000 Penalty: 5726.582031
	Iteration 35Q: 3 clusters Score -1.325397e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102819 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -13253962.000000 Penalty: 5726.582031
	Iteration 36Q: 3 clusters Score -1.325396e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102819 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -13253962.000000 Penalty: 5726.582031
	Iteration 37F: 3 clusters Score -1.325396e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Entering Unmasked Estep 
Score: -3360835.500000 Penalty: 2521.588623
	Iteration 0F: 2 clusters Score -3360836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -3342870.750000 Penalty: 5043.177246
	Iteration 0F: 3 clusters Score -3342871 nChanged 11642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -3349098.750000 Penalty: 5043.177246
	Iteration 1F: 3 clusters Score -3349099 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -3349528.000000 Penalty: 5043.177246
	Iteration 2Q: 3 clusters Score -3349528 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -3349910.750000 Penalty: 5043.177246
	Iteration 3Q: 3 clusters Score -3349911 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -3350302.000000 Penalty: 5043.177246
	Iteration 4Q: 3 clusters Score -3350302 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -3350715.750000 Penalty: 5043.177246
	Iteration 5Q: 3 clusters Score -3350716 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -3351202.250000 Penalty: 5043.177246
	Iteration 6Q: 3 clusters Score -3351202 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -3351791.500000 Penalty: 5043.177246
	Iteration 7Q: 3 clusters Score -3351792 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -3352540.250000 Penalty: 5043.177246
	Iteration 8F: 3 clusters Score -3352540 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -3353471.000000 Penalty: 5043.177246
	Iteration 9F: 3 clusters Score -3353471 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -3354512.000000 Penalty: 5043.177246
	Iteration 10F: 3 clusters Score -3354512 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -3355443.250000 Penalty: 5043.177246
	Iteration 11F: 3 clusters Score -3355443 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -3356024.750000 Penalty: 5043.177246
	Iteration 12Q: 3 clusters Score -3356025 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -3356284.250000 Penalty: 5043.177246
	Iteration 13Q: 3 clusters Score -3356284 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -3356415.250000 Penalty: 5043.177246
	Iteration 14Q: 3 clusters Score -3356415 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -3356489.750000 Penalty: 5043.177246
	Iteration 15Q: 3 clusters Score -3356490 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -3356550.750000 Penalty: 5043.177246
	Iteration 16Q: 3 clusters Score -3356551 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -3356581.000000 Penalty: 5043.177246
	Iteration 17Q: 3 clusters Score -3356581 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -3356605.500000 Penalty: 5043.177246
	Iteration 18Q: 3 clusters Score -3356606 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -3356618.250000 Penalty: 5043.177246
	Iteration 19Q: 3 clusters Score -3356618 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -3356621.750000 Penalty: 5043.177246
	Iteration 20F: 3 clusters Score -3356622 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -3356635.250000 Penalty: 5043.177246
	Iteration 21Q: 3 clusters Score -3356635 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -3356637.250000 Penalty: 5043.177246
	Iteration 22Q: 3 clusters Score -3356637 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -3356653.750000 Penalty: 5043.177246
	Iteration 23Q: 3 clusters Score -3356654 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -3356665.000000 Penalty: 5043.177246
	Iteration 24Q: 3 clusters Score -3356665 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -3356675.250000 Penalty: 5043.177246
	Iteration 25Q: 3 clusters Score -3356675 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -3356683.750000 Penalty: 5043.177246
	Iteration 26Q: 3 clusters Score -3356684 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -3356700.250000 Penalty: 5043.177246
	Iteration 27Q: 3 clusters Score -3356700 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -3356712.500000 Penalty: 5043.177246
	Iteration 28Q: 3 clusters Score -3356712 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -3356724.500000 Penalty: 5043.177246
	Iteration 29Q: 3 clusters Score -3356724 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -3356735.000000 Penalty: 5043.177246
	Iteration 30Q: 3 clusters Score -3356735 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -3356750.750000 Penalty: 5043.177246
	Iteration 31Q: 3 clusters Score -3356751 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -3356756.500000 Penalty: 5043.177246
	Iteration 32Q: 3 clusters Score -3356756 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -3356758.500000 Penalty: 5043.177246
	Iteration 33Q: 3 clusters Score -3356758 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -3356762.750000 Penalty: 5043.177246
	Iteration 34Q: 3 clusters Score -3356763 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -3356769.500000 Penalty: 5043.177246
	Iteration 35Q: 3 clusters Score -3356770 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -3356783.000000 Penalty: 5043.177246
	Iteration 36Q: 3 clusters Score -3356783 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -3356790.250000 Penalty: 5043.177246
	Iteration 37Q: 3 clusters Score -3356790 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -3356786.750000 Penalty: 5043.177246
	Iteration 38Q: 3 clusters Score -3356787 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -3356781.750000 Penalty: 5043.177246
	Iteration 39Q: 3 clusters Score -3356782 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -3356787.250000 Penalty: 5043.177246
	Iteration 40F: 3 clusters Score -3356787 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -3356790.500000 Penalty: 5043.177246
	Iteration 41Q: 3 clusters Score -3356790 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -3356795.000000 Penalty: 5043.177246
	Iteration 42Q: 3 clusters Score -3356795 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -3356797.750000 Penalty: 5043.177246
	Iteration 43Q: 3 clusters Score -3356798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -3356796.500000 Penalty: 5043.177246
	Iteration 44Q: 3 clusters Score -3356796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -3356800.000000 Penalty: 5043.177246
	Iteration 45Q: 3 clusters Score -3356800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -3356802.750000 Penalty: 5043.177246
	Iteration 46Q: 3 clusters Score -3356803 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -3356804.500000 Penalty: 5043.177246
	Iteration 47Q: 3 clusters Score -3356804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -3356802.500000 Penalty: 5043.177246
	Iteration 48Q: 3 clusters Score -3356802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -3356807.500000 Penalty: 5043.177246
	Iteration 49Q: 3 clusters Score -3356808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -3356816.250000 Penalty: 5043.177246
	Iteration 50Q: 3 clusters Score -3356816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -3356814.000000 Penalty: 5043.177246
	Iteration 51Q: 3 clusters Score -3356814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -3356814.250000 Penalty: 5043.177246
	Iteration 52Q: 3 clusters Score -3356814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -3356812.250000 Penalty: 5043.177246
	Iteration 53Q: 3 clusters Score -3356812 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -3356807.750000 Penalty: 5043.177246
	Iteration 54Q: 3 clusters Score -3356808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -3356811.000000 Penalty: 5043.177246
	Iteration 55Q: 3 clusters Score -3356811 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3356814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -3356820.750000 Penalty: 5043.177246
	Iteration 57Q: 3 clusters Score -3356821 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -3356826.500000 Penalty: 5043.177246
	Iteration 58Q: 3 clusters Score -3356826 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -3356830.000000 Penalty: 5043.177246
	Iteration 59Q: 3 clusters Score -3356830 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -3356833.250000 Penalty: 5043.177246
	Iteration 60F: 3 clusters Score -3356833 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -3356837.500000 Penalty: 5043.177246
	Iteration 61Q: 3 clusters Score -3356838 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -3356834.750000 Penalty: 5043.177246
	Iteration 62Q: 3 clusters Score -3356835 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -3356836.750000 Penalty: 5043.177246
	Iteration 63Q: 3 clusters Score -3356837 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -3356837.000000 Penalty: 5043.177246
	Iteration 64Q: 3 clusters Score -3356837 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -3356842.750000 Penalty: 5043.177246
	Iteration 65Q: 3 clusters Score -3356843 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -3356839.250000 Penalty: 5043.177246
	Iteration 66Q: 3 clusters Score -3356839 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -3356846.250000 Penalty: 5043.177246
	Iteration 67Q: 3 clusters Score -3356846 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -3356849.750000 Penalty: 5043.177246
	Iteration 68Q: 3 clusters Score -3356850 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -3356856.000000 Penalty: 5043.177246
	Iteration 69Q: 3 clusters Score -3356856 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -3356867.750000 Penalty: 5043.177246
	Iteration 70Q: 3 clusters Score -3356868 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -3356869.250000 Penalty: 5043.177246
	Iteration 71Q: 3 clusters Score -3356869 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -3356869.250000 Penalty: 5043.177246
	Iteration 72Q: 3 clusters Score -3356869 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -3356875.000000 Penalty: 5043.177246
	Iteration 73Q: 3 clusters Score -3356875 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3356875 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -3356884.000000 Penalty: 5043.177246
	Iteration 75Q: 3 clusters Score -3356884 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -3356889.750000 Penalty: 5043.177246
	Iteration 76Q: 3 clusters Score -3356890 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -3356880.000000 Penalty: 5043.177246
	Iteration 77Q: 3 clusters Score -3356880 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -3356899.500000 Penalty: 5043.177246
	Iteration 78Q: 3 clusters Score -3356900 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -3356907.000000 Penalty: 5043.177246
	Iteration 79Q: 3 clusters Score -3356907 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -3356904.750000 Penalty: 5043.177246
	Iteration 80F: 3 clusters Score -3356905 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -3356916.500000 Penalty: 5043.177246
	Iteration 81Q: 3 clusters Score -3356916 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -3356910.500000 Penalty: 5043.177246
	Iteration 82Q: 3 clusters Score -3356910 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -3356915.750000 Penalty: 5043.177246
	Iteration 83Q: 3 clusters Score -3356916 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -3356920.000000 Penalty: 5043.177246
	Iteration 84Q: 3 clusters Score -3356920 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -3356927.750000 Penalty: 5043.177246
	Iteration 85Q: 3 clusters Score -3356928 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3356927 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -3356941.500000 Penalty: 5043.177246
	Iteration 87Q: 3 clusters Score -3356942 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -3356950.250000 Penalty: 5043.177246
	Iteration 88Q: 3 clusters Score -3356950 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -3356943.250000 Penalty: 5043.177246
	Iteration 89Q: 3 clusters Score -3356943 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3356944 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -3356941.000000 Penalty: 5043.177246
	Iteration 91Q: 3 clusters Score -3356941 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -3356943.750000 Penalty: 5043.177246
	Iteration 92Q: 3 clusters Score -3356944 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -3356944.500000 Penalty: 5043.177246
	Iteration 93Q: 3 clusters Score -3356944 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -3356953.500000 Penalty: 5043.177246
	Iteration 94Q: 3 clusters Score -3356954 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3356954 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -3356959.500000 Penalty: 5043.177246
	Iteration 96Q: 3 clusters Score -3356960 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -3356964.500000 Penalty: 5043.177246
	Iteration 97Q: 3 clusters Score -3356964 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -3356981.750000 Penalty: 5043.177246
	Iteration 98Q: 3 clusters Score -3356982 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -3356993.000000 Penalty: 5043.177246
	Iteration 99Q: 3 clusters Score -3356993 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -3357002.250000 Penalty: 5043.177246
	Iteration 100F: 3 clusters Score -3357002 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -3357017.250000 Penalty: 5043.177246
	Iteration 101Q: 3 clusters Score -3357017 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -3357023.750000 Penalty: 5043.177246
	Iteration 102Q: 3 clusters Score -3357024 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -3357026.250000 Penalty: 5043.177246
	Iteration 103Q: 3 clusters Score -3357026 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -3357039.750000 Penalty: 5043.177246
	Iteration 104Q: 3 clusters Score -3357040 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -3357049.750000 Penalty: 5043.177246
	Iteration 105Q: 3 clusters Score -3357050 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -3357067.000000 Penalty: 5043.177246
	Iteration 106Q: 3 clusters Score -3357067 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3357072 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -3357087.250000 Penalty: 5043.177246
	Iteration 108Q: 3 clusters Score -3357087 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -3357104.250000 Penalty: 5043.177246
	Iteration 109Q: 3 clusters Score -3357104 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -3357111.000000 Penalty: 5043.177246
	Iteration 110Q: 3 clusters Score -3357111 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -3357122.750000 Penalty: 5043.177246
	Iteration 111Q: 3 clusters Score -3357123 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -3357148.250000 Penalty: 5043.177246
	Iteration 112Q: 3 clusters Score -3357148 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -3357178.250000 Penalty: 5043.177246
	Iteration 113Q: 3 clusters Score -3357178 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -3357174.000000 Penalty: 5043.177246
	Iteration 114Q: 3 clusters Score -3357174 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -3357177.250000 Penalty: 5043.177246
	Iteration 115Q: 3 clusters Score -3357177 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -3357186.500000 Penalty: 5043.177246
	Iteration 116Q: 3 clusters Score -3357186 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -3357198.750000 Penalty: 5043.177246
	Iteration 117Q: 3 clusters Score -3357199 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -3357213.500000 Penalty: 5043.177246
	Iteration 118Q: 3 clusters Score -3357214 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -3357220.250000 Penalty: 5043.177246
	Iteration 119Q: 3 clusters Score -3357220 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -3357219.000000 Penalty: 5043.177246
	Iteration 120F: 3 clusters Score -3357219 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -3357239.000000 Penalty: 5043.177246
	Iteration 121Q: 3 clusters Score -3357239 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -3357259.250000 Penalty: 5043.177246
	Iteration 122Q: 3 clusters Score -3357259 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -3357264.500000 Penalty: 5043.177246
	Iteration 123Q: 3 clusters Score -3357264 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -3357278.500000 Penalty: 5043.177246
	Iteration 124Q: 3 clusters Score -3357278 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -3357284.000000 Penalty: 5043.177246
	Iteration 125Q: 3 clusters Score -3357284 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -3357296.750000 Penalty: 5043.177246
	Iteration 126Q: 3 clusters Score -3357297 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -3357306.750000 Penalty: 5043.177246
	Iteration 127Q: 3 clusters Score -3357307 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -3357313.750000 Penalty: 5043.177246
	Iteration 128Q: 3 clusters Score -3357314 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -3357327.000000 Penalty: 5043.177246
	Iteration 129Q: 3 clusters Score -3357327 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -3357342.750000 Penalty: 5043.177246
	Iteration 130Q: 3 clusters Score -3357343 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -3357368.000000 Penalty: 5043.177246
	Iteration 131Q: 3 clusters Score -3357368 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -3357380.250000 Penalty: 5043.177246
	Iteration 132Q: 3 clusters Score -3357380 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -3357400.750000 Penalty: 5043.177246
	Iteration 133Q: 3 clusters Score -3357401 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -3357416.000000 Penalty: 5043.177246
	Iteration 134Q: 3 clusters Score -3357416 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -3357447.250000 Penalty: 5043.177246
	Iteration 135Q: 3 clusters Score -3357447 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -3357457.500000 Penalty: 5043.177246
	Iteration 136Q: 3 clusters Score -3357458 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -3357471.500000 Penalty: 5043.177246
	Iteration 137Q: 3 clusters Score -3357472 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -3357497.250000 Penalty: 5043.177246
	Iteration 138Q: 3 clusters Score -3357497 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -3357526.500000 Penalty: 5043.177246
	Iteration 139Q: 3 clusters Score -3357526 nChanged 118
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -3357557.500000 Penalty: 5043.177246
	Iteration 140F: 3 clusters Score -3357558 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -3357593.750000 Penalty: 5043.177246
	Iteration 141Q: 3 clusters Score -3357594 nChanged 106
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Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -3357615.500000 Penalty: 5043.177246
	Iteration 142Q: 3 clusters Score -3357616 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -3357662.250000 Penalty: 5043.177246
	Iteration 143Q: 3 clusters Score -3357662 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -3357690.250000 Penalty: 5043.177246
	Iteration 144Q: 3 clusters Score -3357690 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -3357739.250000 Penalty: 5043.177246
	Iteration 145Q: 3 clusters Score -3357739 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -3357776.000000 Penalty: 5043.177246
	Iteration 146Q: 3 clusters Score -3357776 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -3357802.000000 Penalty: 5043.177246
	Iteration 147Q: 3 clusters Score -3357802 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -3357835.000000 Penalty: 5043.177246
	Iteration 148Q: 3 clusters Score -3357835 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -3357879.000000 Penalty: 5043.177246
	Iteration 149Q: 3 clusters Score -3357879 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -3357929.000000 Penalty: 5043.177246
	Iteration 150Q: 3 clusters Score -3357929 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -3358011.000000 Penalty: 5043.177246
	Iteration 151Q: 3 clusters Score -3358011 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -3358067.750000 Penalty: 5043.177246
	Iteration 152Q: 3 clusters Score -3358068 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -3358134.000000 Penalty: 5043.177246
	Iteration 153Q: 3 clusters Score -3358134 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -3358192.750000 Penalty: 5043.177246
	Iteration 154Q: 3 clusters Score -3358193 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -3358248.250000 Penalty: 5043.177246
	Iteration 155Q: 3 clusters Score -3358248 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -3358305.250000 Penalty: 5043.177246
	Iteration 156Q: 3 clusters Score -3358305 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -3358332.000000 Penalty: 5043.177246
	Iteration 157Q: 3 clusters Score -3358332 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -3358381.500000 Penalty: 5043.177246
	Iteration 158Q: 3 clusters Score -3358382 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3358423.750000 Penalty: 5043.177246
	Iteration 159Q: 3 clusters Score -3358424 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3358460.750000 Penalty: 5043.177246
	Iteration 160F: 3 clusters Score -3358461 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -3358494.250000 Penalty: 5043.177246
	Iteration 161Q: 3 clusters Score -3358494 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3358515.500000 Penalty: 5043.177246
	Iteration 162Q: 3 clusters Score -3358516 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3358533.000000 Penalty: 5043.177246
	Iteration 163Q: 3 clusters Score -3358533 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3358547.750000 Penalty: 5043.177246
	Iteration 164Q: 3 clusters Score -3358548 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -3358565.750000 Penalty: 5043.177246
	Iteration 165Q: 3 clusters Score -3358566 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3358583.500000 Penalty: 5043.177246
	Iteration 166Q: 3 clusters Score -3358584 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3358596.000000 Penalty: 5043.177246
	Iteration 167Q: 3 clusters Score -3358596 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3358608.000000 Penalty: 5043.177246
	Iteration 168Q: 3 clusters Score -3358608 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3358627.250000 Penalty: 5043.177246
	Iteration 169Q: 3 clusters Score -3358627 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3358636.000000 Penalty: 5043.177246
	Iteration 170Q: 3 clusters Score -3358636 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3358645.000000 Penalty: 5043.177246
	Iteration 171Q: 3 clusters Score -3358645 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3358647.750000 Penalty: 5043.177246
	Iteration 172Q: 3 clusters Score -3358648 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3358657.750000 Penalty: 5043.177246
	Iteration 173Q: 3 clusters Score -3358658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3358665.000000 Penalty: 5043.177246
	Iteration 174Q: 3 clusters Score -3358665 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3358659.250000 Penalty: 5043.177246
	Iteration 175Q: 3 clusters Score -3358659 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3358674.750000 Penalty: 5043.177246
	Iteration 176Q: 3 clusters Score -3358675 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3358675.250000 Penalty: 5043.177246
	Iteration 177Q: 3 clusters Score -3358675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3358677.000000 Penalty: 5043.177246
	Iteration 178Q: 3 clusters Score -3358677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3358681.750000 Penalty: 5043.177246
	Iteration 179Q: 3 clusters Score -3358682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3358685.250000 Penalty: 5043.177246
	Iteration 180F: 3 clusters Score -3358685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3358685.250000 Penalty: 5043.177246
	Iteration 181Q: 3 clusters Score -3358685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3358691.250000 Penalty: 5043.177246
	Iteration 182Q: 3 clusters Score -3358691 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3358700.750000 Penalty: 5043.177246
	Iteration 183Q: 3 clusters Score -3358701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3358704.000000 Penalty: 5043.177246
	Iteration 184Q: 3 clusters Score -3358704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3358704.250000 Penalty: 5043.177246
	Iteration 185Q: 3 clusters Score -3358704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3358703.500000 Penalty: 5043.177246
	Iteration 186Q: 3 clusters Score -3358704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3358700.000000 Penalty: 5043.177246
	Iteration 187Q: 3 clusters Score -3358700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3358700.000000 Penalty: 5043.177246
	Iteration 188F: 3 clusters Score -3358700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -73477.375000 Penalty: 1630.964355
	Iteration 0F: 2 clusters Score -73477.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -71778.687500 Penalty: 3261.928711
	Iteration 0F: 3 clusters Score -71778.69 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -72197.023438 Penalty: 3261.928711
	Iteration 1F: 3 clusters Score -72197.02 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -72379.718750 Penalty: 3261.928711
	Iteration 2F: 3 clusters Score -72379.72 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -72531.265625 Penalty: 3261.928711
	Iteration 3F: 3 clusters Score -72531.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -72683.664062 Penalty: 3261.928711
	Iteration 4F: 3 clusters Score -72683.66 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -72954.312500 Penalty: 3261.928711
	Iteration 5F: 3 clusters Score -72954.31 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -73272.625000 Penalty: 3261.928711
	Iteration 6F: 3 clusters Score -73272.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -73492.851562 Penalty: 3261.928711
	Iteration 7Q: 3 clusters Score -73492.85 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -73934.390625 Penalty: 3261.928711
	Iteration 8F: 3 clusters Score -73934.39 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -74382.554688 Penalty: 3261.928711
	Iteration 9Q: 3 clusters Score -74382.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -75205.437500 Penalty: 3261.928711
	Iteration 10Q: 3 clusters Score -75205.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -75773.593750 Penalty: 3261.928711
	Iteration 11Q: 3 clusters Score -75773.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -75865.640625 Penalty: 3261.928711
	Iteration 12Q: 3 clusters Score -75865.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -75893.742188 Penalty: 3261.928711
	Iteration 13Q: 3 clusters Score -75893.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -75898.085938 Penalty: 3261.928711
	Iteration 14F: 3 clusters Score -75898.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -75970.734375 Penalty: 3261.928711
	Iteration 15Q: 3 clusters Score -75970.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -76222.578125 Penalty: 3261.928711
	Iteration 16Q: 3 clusters Score -76222.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -76222.578125 Penalty: 3261.928711
	Iteration 17F: 3 clusters Score -76222.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 103314 members 
Mstep: Class 3 contains 26048 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 213859 members 
Mstep: Class 11 contains 250 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9389 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8727 members 
Mstep: Class 19 contains 20316 members 
Mstep: Class 20 contains 20829 members 
Mstep: Class 21 contains 10165 members 
Mstep: Class 22 contains 5515 members 
Mstep: Class 23 contains 8813 members 
Mstep: Class 24 contains 1949 members 
Entering Unmasked Estep 
Score: -57723968.000000 Penalty: 67921.164062
Splitting cluster 4 changes total score from -57722824.000000 to -57723968.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 5 (918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Entering Unmasked Estep 
Score: -99379.554688 Penalty: 1691.904907
	Iteration 0F: 2 clusters Score -99379.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -97600.968750 Penalty: 3383.809814
	Iteration 0F: 3 clusters Score -97600.97 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -98380.296875 Penalty: 3383.809814
	Iteration 1F: 3 clusters Score -98380.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -98651.218750 Penalty: 3383.809814
	Iteration 2F: 3 clusters Score -98651.22 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -98804.882812 Penalty: 3383.809814
	Iteration 3F: 3 clusters Score -98804.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -98888.679688 Penalty: 3383.809814
	Iteration 4Q: 3 clusters Score -98888.68 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -98968.546875 Penalty: 3383.809814
	Iteration 5Q: 3 clusters Score -98968.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -99012.546875 Penalty: 3383.809814
	Iteration 6Q: 3 clusters Score -99012.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -99026.960938 Penalty: 3383.809814
	Iteration 7Q: 3 clusters Score -99026.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -99034.562500 Penalty: 3383.809814
	Iteration 8Q: 3 clusters Score -99034.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -99042.640625 Penalty: 3383.809814
	Iteration 9Q: 3 clusters Score -99042.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -99046.898438 Penalty: 3383.809814
	Iteration 10Q: 3 clusters Score -99046.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -99054.445312 Penalty: 3383.809814
	Iteration 11Q: 3 clusters Score -99054.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -99057.125000 Penalty: 3383.809814
	Iteration 12Q: 3 clusters Score -99057.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -99059.835938 Penalty: 3383.809814
	Iteration 13Q: 3 clusters Score -99059.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -99062.695312 Penalty: 3383.809814
	Iteration 14Q: 3 clusters Score -99062.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -99068.476562 Penalty: 3383.809814
	Iteration 15Q: 3 clusters Score -99068.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -99073.781250 Penalty: 3383.809814
	Iteration 16Q: 3 clusters Score -99073.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -99075.109375 Penalty: 3383.809814
	Iteration 17Q: 3 clusters Score -99075.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -99076.296875 Penalty: 3383.809814
	Iteration 18Q: 3 clusters Score -99076.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -99076.296875 Penalty: 3383.809814
	Iteration 19F: 3 clusters Score -99076.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -47057.144531 Penalty: 1505.542969
	Iteration 0F: 2 clusters Score -47057.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -45705.792969 Penalty: 3011.085938
	Iteration 0F: 3 clusters Score -45705.79 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -46008.605469 Penalty: 3011.085938
	Iteration 1F: 3 clusters Score -46008.61 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -46295.136719 Penalty: 3011.085938
	Iteration 2F: 3 clusters Score -46295.14 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -46481.734375 Penalty: 3011.085938
	Iteration 3F: 3 clusters Score -46481.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -46596.261719 Penalty: 3011.085938
	Iteration 4F: 3 clusters Score -46596.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -46627.300781 Penalty: 3011.085938
	Iteration 5Q: 3 clusters Score -46627.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -46675.035156 Penalty: 3011.085938
	Iteration 6Q: 3 clusters Score -46675.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -46685.359375 Penalty: 3011.085938
	Iteration 7Q: 3 clusters Score -46685.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -46732.175781 Penalty: 3011.085938
	Iteration 8Q: 3 clusters Score -46732.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -46757.742188 Penalty: 3011.085938
	Iteration 9Q: 3 clusters Score -46757.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -46777.554688 Penalty: 3011.085938
	Iteration 10Q: 3 clusters Score -46777.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -46783.710938 Penalty: 3011.085938
	Iteration 11Q: 3 clusters Score -46783.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -46785.687500 Penalty: 3011.085938
	Iteration 12F: 3 clusters Score -46785.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -46858.375000 Penalty: 3011.085938
	Iteration 13Q: 3 clusters Score -46858.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -47045.664062 Penalty: 3011.085938
	Iteration 14Q: 3 clusters Score -47045.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -47119.429688 Penalty: 3011.085938
	Iteration 15Q: 3 clusters Score -47119.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -47137.429688 Penalty: 3011.085938
	Iteration 16Q: 3 clusters Score -47137.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -47174.421875 Penalty: 3011.085938
	Iteration 17Q: 3 clusters Score -47174.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -47198.707031 Penalty: 3011.085938
	Iteration 18Q: 3 clusters Score -47198.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -47231.476562 Penalty: 3011.085938
	Iteration 19Q: 3 clusters Score -47231.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -47246.132812 Penalty: 3011.085938
	Iteration 20F: 3 clusters Score -47246.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -47256.550781 Penalty: 3011.085938
	Iteration 21Q: 3 clusters Score -47256.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -47256.550781 Penalty: 3011.085938
	Iteration 22F: 3 clusters Score -47256.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 103314 members 
Mstep: Class 3 contains 26048 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 134 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 213859 members 
Mstep: Class 11 contains 250 members 
Mstep: Class 12 contains 299 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9389 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8727 members 
Mstep: Class 19 contains 20316 members 
Mstep: Class 20 contains 20829 members 
Mstep: Class 21 contains 10165 members 
Mstep: Class 22 contains 5515 members 
Mstep: Class 23 contains 8813 members 
Mstep: Class 24 contains 1949 members 
Entering Unmasked Estep 
Score: -57722476.000000 Penalty: 71155.500000
Splitting cluster 6 changes total score from -57722824.000000 to -57722476.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Entering Unmasked Estep 
Score: -181865.078125 Penalty: 1805.099976
	Iteration 0F: 2 clusters Score -181865.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -179608.078125 Penalty: 3610.199951
	Iteration 0F: 3 clusters Score -179608.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -179961.578125 Penalty: 3610.199951
	Iteration 1F: 3 clusters Score -179961.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -180072.531250 Penalty: 3610.199951
	Iteration 2F: 3 clusters Score -180072.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -180131.484375 Penalty: 3610.199951
	Iteration 3Q: 3 clusters Score -180131.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -180166.937500 Penalty: 3610.199951
	Iteration 4Q: 3 clusters Score -180166.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -180199.140625 Penalty: 3610.199951
	Iteration 5Q: 3 clusters Score -180199.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -180221.125000 Penalty: 3610.199951
	Iteration 6Q: 3 clusters Score -180221.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -180230.500000 Penalty: 3610.199951
	Iteration 7Q: 3 clusters Score -180230.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -180236.828125 Penalty: 3610.199951
	Iteration 8Q: 3 clusters Score -180236.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -180239.968750 Penalty: 3610.199951
	Iteration 9Q: 3 clusters Score -180240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -180241.640625 Penalty: 3610.199951
	Iteration 10Q: 3 clusters Score -180241.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -180242.250000 Penalty: 3610.199951
	Iteration 11Q: 3 clusters Score -180242.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -180242.250000 Penalty: 3610.199951
	Iteration 12F: 3 clusters Score -180242.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Entering Unmasked Estep 
Score: -53131.589844 Penalty: 1539.730347
	Iteration 0F: 2 clusters Score -53131.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -51644.003906 Penalty: 3079.460693
	Iteration 0F: 3 clusters Score -51644 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -51940.648438 Penalty: 3079.460693
	Iteration 1F: 3 clusters Score -51940.65 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -52033.289062 Penalty: 3079.460693
	Iteration 2F: 3 clusters Score -52033.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -52104.371094 Penalty: 3079.460693
	Iteration 3Q: 3 clusters Score -52104.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -52177.816406 Penalty: 3079.460693
	Iteration 4Q: 3 clusters Score -52177.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -52323.988281 Penalty: 3079.460693
	Iteration 5Q: 3 clusters Score -52323.99 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -52539.507812 Penalty: 3079.460693
	Iteration 6Q: 3 clusters Score -52539.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -52590.730469 Penalty: 3079.460693
	Iteration 7Q: 3 clusters Score -52590.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -52637.066406 Penalty: 3079.460693
	Iteration 8Q: 3 clusters Score -52637.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -52706.156250 Penalty: 3079.460693
	Iteration 9Q: 3 clusters Score -52706.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -52735.507812 Penalty: 3079.460693
	Iteration 10Q: 3 clusters Score -52735.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -52751.988281 Penalty: 3079.460693
	Iteration 11Q: 3 clusters Score -52751.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -52767.117188 Penalty: 3079.460693
	Iteration 12Q: 3 clusters Score -52767.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -52783.628906 Penalty: 3079.460693
	Iteration 13Q: 3 clusters Score -52783.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -52801.781250 Penalty: 3079.460693
	Iteration 14Q: 3 clusters Score -52801.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -52821.019531 Penalty: 3079.460693
	Iteration 15Q: 3 clusters Score -52821.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -52849.363281 Penalty: 3079.460693
	Iteration 16Q: 3 clusters Score -52849.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -52864.023438 Penalty: 3079.460693
	Iteration 17Q: 3 clusters Score -52864.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -52867.531250 Penalty: 3079.460693
	Iteration 18Q: 3 clusters Score -52867.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -52869.285156 Penalty: 3079.460693
	Iteration 19Q: 3 clusters Score -52869.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -52869.285156 Penalty: 3079.460693
	Iteration 20F: 3 clusters Score -52869.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -35606.253906 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -35606.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34273.816406 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -34273.82 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34546.582031 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -34546.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -34630.605469 Penalty: 2916.744385
	Iteration 2F: 3 clusters Score -34630.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -34656.605469 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -34656.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -34695.703125 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -34695.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -34744.308594 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -34744.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -34793.679688 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -34793.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -34839.894531 Penalty: 2916.744385
	Iteration 7Q: 3 clusters Score -34839.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -34894.781250 Penalty: 2916.744385
	Iteration 8Q: 3 clusters Score -34894.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -34911.195312 Penalty: 2916.744385
	Iteration 9Q: 3 clusters Score -34911.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -34926.347656 Penalty: 2916.744385
	Iteration 10Q: 3 clusters Score -34926.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -34933.230469 Penalty: 2916.744385
	Iteration 11Q: 3 clusters Score -34933.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -34933.230469 Penalty: 2916.744385
	Iteration 12F: 3 clusters Score -34933.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (213859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213859 members 
Entering Unmasked Estep 
Score: -27010398.000000 Penalty: 3043.721924
	Iteration 0F: 2 clusters Score -2.70104e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106779 members 
Mstep: Class 2 contains 107080 members 
Entering Unmasked Estep 
Score: -26874616.000000 Penalty: 6087.443848
	Iteration 0F: 3 clusters Score -2.687462e+07 nChanged 102715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104376 members 
Mstep: Class 2 contains 109483 members 
Entering Unmasked Estep 
Score: -26934498.000000 Penalty: 6087.443848
	Iteration 1F: 3 clusters Score -2.69345e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102919 members 
Mstep: Class 2 contains 110940 members 
Entering Unmasked Estep 
Score: -26935616.000000 Penalty: 6087.443848
	Iteration 2Q: 3 clusters Score -2.693562e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100623 members 
Mstep: Class 2 contains 113236 members 
Entering Unmasked Estep 
Score: -26936654.000000 Penalty: 6087.443848
	Iteration 3Q: 3 clusters Score -2.693665e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97019 members 
Mstep: Class 2 contains 116840 members 
Entering Unmasked Estep 
Score: -26938074.000000 Penalty: 6087.443848
	Iteration 4Q: 3 clusters Score -2.693807e+07 nChanged 7093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91556 members 
Mstep: Class 2 contains 122303 members 
Entering Unmasked Estep 
Score: -26940334.000000 Penalty: 6087.443848
	Iteration 5Q: 3 clusters Score -2.694033e+07 nChanged 8967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83521 members 
Mstep: Class 2 contains 130338 members 
Entering Unmasked Estep 
Score: -26944222.000000 Penalty: 6087.443848
	Iteration 6Q: 3 clusters Score -2.694422e+07 nChanged 11824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72107 members 
Mstep: Class 2 contains 141752 members 
Entering Unmasked Estep 
Score: -26951088.000000 Penalty: 6087.443848
	Iteration 7F: 3 clusters Score -2.695109e+07 nChanged 15336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56911 members 
Mstep: Class 2 contains 156948 members 
Entering Unmasked Estep 
Score: -26962176.000000 Penalty: 6087.443848
	Iteration 8F: 3 clusters Score -2.696218e+07 nChanged 17464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 174332 members 
Entering Unmasked Estep 
Score: -26976292.000000 Penalty: 6087.443848
	Iteration 9F: 3 clusters Score -2.697629e+07 nChanged 16338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 190624 members 
Entering Unmasked Estep 
Score: -26990468.000000 Penalty: 6087.443848
	Iteration 10F: 3 clusters Score -2.699047e+07 nChanged 11953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 202545 members 
Entering Unmasked Estep 
Score: -27000164.000000 Penalty: 6087.443848
	Iteration 11F: 3 clusters Score -2.700016e+07 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 208812 members 
Entering Unmasked Estep 
Score: -27004728.000000 Penalty: 6087.443848
	Iteration 12Q: 3 clusters Score -2.700473e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 211403 members 
Entering Unmasked Estep 
Score: -27006624.000000 Penalty: 6087.443848
	Iteration 13Q: 3 clusters Score -2.700662e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 212276 members 
Entering Unmasked Estep 
Score: -27007494.000000 Penalty: 6087.443848
	Iteration 14Q: 3 clusters Score -2.700749e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 212526 members 
Entering Unmasked Estep 
Score: -27007982.000000 Penalty: 6087.443848
	Iteration 15Q: 3 clusters Score -2.700798e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 212600 members 
Entering Unmasked Estep 
Score: -27008328.000000 Penalty: 6087.443848
	Iteration 16Q: 3 clusters Score -2.700833e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 212597 members 
Entering Unmasked Estep 
Score: -27008622.000000 Penalty: 6087.443848
	Iteration 17Q: 3 clusters Score -2.700862e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 212507 members 
Entering Unmasked Estep 
Score: -27008936.000000 Penalty: 6087.443848
	Iteration 18Q: 3 clusters Score -2.700894e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 212366 members 
Entering Unmasked Estep 
Score: -27009276.000000 Penalty: 6087.443848
	Iteration 19Q: 3 clusters Score -2.700928e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 212204 members 
Entering Unmasked Estep 
Score: -27009634.000000 Penalty: 6087.443848
	Iteration 20F: 3 clusters Score -2.700963e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 211995 members 
Entering Unmasked Estep 
Score: -27009924.000000 Penalty: 6087.443848
	Iteration 21Q: 3 clusters Score -2.700992e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 211775 members 
Entering Unmasked Estep 
Score: -27010204.000000 Penalty: 6087.443848
	Iteration 22Q: 3 clusters Score -2.70102e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 211550 members 
Entering Unmasked Estep 
Score: -27010378.000000 Penalty: 6087.443848
	Iteration 23Q: 3 clusters Score -2.701038e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 211345 members 
Entering Unmasked Estep 
Score: -27010558.000000 Penalty: 6087.443848
	Iteration 24Q: 3 clusters Score -2.701056e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 211167 members 
Entering Unmasked Estep 
Score: -27010690.000000 Penalty: 6087.443848
	Iteration 25Q: 3 clusters Score -2.701069e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 211019 members 
Entering Unmasked Estep 
Score: -27010778.000000 Penalty: 6087.443848
	Iteration 26Q: 3 clusters Score -2.701078e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 210898 members 
Entering Unmasked Estep 
Score: -27010828.000000 Penalty: 6087.443848
	Iteration 27Q: 3 clusters Score -2.701083e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 210791 members 
Entering Unmasked Estep 
Score: -27010904.000000 Penalty: 6087.443848
	Iteration 28Q: 3 clusters Score -2.70109e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 210710 members 
Entering Unmasked Estep 
Score: -27010958.000000 Penalty: 6087.443848
	Iteration 29Q: 3 clusters Score -2.701096e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 210647 members 
Entering Unmasked Estep 
Score: -27011008.000000 Penalty: 6087.443848
	Iteration 30Q: 3 clusters Score -2.701101e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 210608 members 
Entering Unmasked Estep 
Score: -27010990.000000 Penalty: 6087.443848
	Iteration 31Q: 3 clusters Score -2.701099e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 210581 members 
Entering Unmasked Estep 
Score: -27011000.000000 Penalty: 6087.443848
	Iteration 32Q: 3 clusters Score -2.7011e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 210563 members 
Entering Unmasked Estep 
Score: -27011042.000000 Penalty: 6087.443848
	Iteration 33Q: 3 clusters Score -2.701104e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 210539 members 
Entering Unmasked Estep 
Score: -27011032.000000 Penalty: 6087.443848
	Iteration 34Q: 3 clusters Score -2.701103e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 210524 members 
Entering Unmasked Estep 
Score: -27011036.000000 Penalty: 6087.443848
	Iteration 35Q: 3 clusters Score -2.701104e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 210517 members 
Entering Unmasked Estep 
Score: -27011064.000000 Penalty: 6087.443848
	Iteration 36Q: 3 clusters Score -2.701106e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 210506 members 
Entering Unmasked Estep 
Score: -27011054.000000 Penalty: 6087.443848
	Iteration 37Q: 3 clusters Score -2.701105e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 210495 members 
Entering Unmasked Estep 
Score: -27011062.000000 Penalty: 6087.443848
	Iteration 38Q: 3 clusters Score -2.701106e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 210483 members 
Entering Unmasked Estep 
Score: -27011062.000000 Penalty: 6087.443848
	Iteration 39Q: 3 clusters Score -2.701106e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 210474 members 
Entering Unmasked Estep 
Score: -27011084.000000 Penalty: 6087.443848
	Iteration 40F: 3 clusters Score -2.701108e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 210462 members 
Entering Unmasked Estep 
Score: -27011070.000000 Penalty: 6087.443848
	Iteration 41Q: 3 clusters Score -2.701107e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 210446 members 
Entering Unmasked Estep 
Score: -27011090.000000 Penalty: 6087.443848
	Iteration 42Q: 3 clusters Score -2.701109e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 210430 members 
Entering Unmasked Estep 
Score: -27011110.000000 Penalty: 6087.443848
	Iteration 43Q: 3 clusters Score -2.701111e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 210417 members 
Entering Unmasked Estep 
Score: -27011104.000000 Penalty: 6087.443848
	Iteration 44Q: 3 clusters Score -2.70111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 210411 members 
Entering Unmasked Estep 
Score: -27011122.000000 Penalty: 6087.443848
	Iteration 45Q: 3 clusters Score -2.701112e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 210400 members 
Entering Unmasked Estep 
Score: -27011112.000000 Penalty: 6087.443848
	Iteration 46Q: 3 clusters Score -2.701111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 210396 members 
Entering Unmasked Estep 
Score: -27011110.000000 Penalty: 6087.443848
	Iteration 47Q: 3 clusters Score -2.701111e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 210387 members 
Entering Unmasked Estep 
Score: -27011086.000000 Penalty: 6087.443848
	Iteration 48Q: 3 clusters Score -2.701109e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 210376 members 
Entering Unmasked Estep 
Score: -27011084.000000 Penalty: 6087.443848
	Iteration 49Q: 3 clusters Score -2.701108e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 210365 members 
Entering Unmasked Estep 
Score: -27011116.000000 Penalty: 6087.443848
	Iteration 50Q: 3 clusters Score -2.701112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 210358 members 
Entering Unmasked Estep 
Score: -27011116.000000 Penalty: 6087.443848
	Iteration 51Q: 3 clusters Score -2.701112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 210351 members 
Entering Unmasked Estep 
Score: -27011108.000000 Penalty: 6087.443848
	Iteration 52Q: 3 clusters Score -2.701111e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 210340 members 
Entering Unmasked Estep 
Score: -27011092.000000 Penalty: 6087.443848
	Iteration 53Q: 3 clusters Score -2.701109e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 210329 members 
Entering Unmasked Estep 
Score: -27011096.000000 Penalty: 6087.443848
	Iteration 54Q: 3 clusters Score -2.70111e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 210315 members 
Entering Unmasked Estep 
Score: -27011100.000000 Penalty: 6087.443848
	Iteration 55Q: 3 clusters Score -2.70111e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 210304 members 
Entering Unmasked Estep 
Score: -27011080.000000 Penalty: 6087.443848
	Iteration 56Q: 3 clusters Score -2.701108e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 210295 members 
Entering Unmasked Estep 
Score: -27011086.000000 Penalty: 6087.443848
	Iteration 57Q: 3 clusters Score -2.701109e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 210288 members 
Entering Unmasked Estep 
Score: -27011092.000000 Penalty: 6087.443848
	Iteration 58Q: 3 clusters Score -2.701109e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 210279 members 
Entering Unmasked Estep 
Score: -27011116.000000 Penalty: 6087.443848
	Iteration 59Q: 3 clusters Score -2.701112e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 210273 members 
Entering Unmasked Estep 
Score: -27011122.000000 Penalty: 6087.443848
	Iteration 60F: 3 clusters Score -2.701112e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 210262 members 
Entering Unmasked Estep 
Score: -27011114.000000 Penalty: 6087.443848
	Iteration 61Q: 3 clusters Score -2.701111e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 210255 members 
Entering Unmasked Estep 
Score: -27011104.000000 Penalty: 6087.443848
	Iteration 62Q: 3 clusters Score -2.70111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 210249 members 
Entering Unmasked Estep 
Score: -27011114.000000 Penalty: 6087.443848
	Iteration 63Q: 3 clusters Score -2.701111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 210243 members 
Entering Unmasked Estep 
Score: -27011112.000000 Penalty: 6087.443848
	Iteration 64Q: 3 clusters Score -2.701111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 210241 members 
Entering Unmasked Estep 
Score: -27011100.000000 Penalty: 6087.443848
	Iteration 65Q: 3 clusters Score -2.70111e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 210234 members 
Entering Unmasked Estep 
Score: -27011124.000000 Penalty: 6087.443848
	Iteration 66Q: 3 clusters Score -2.701112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 210229 members 
Entering Unmasked Estep 
Score: -27011106.000000 Penalty: 6087.443848
	Iteration 67Q: 3 clusters Score -2.701111e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 210228 members 
Entering Unmasked Estep 
Score: -27011096.000000 Penalty: 6087.443848
	Iteration 68Q: 3 clusters Score -2.70111e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 210227 members 
Entering Unmasked Estep 
Score: -27011090.000000 Penalty: 6087.443848
	Iteration 69Q: 3 clusters Score -2.701109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 210226 members 
Entering Unmasked Estep 
Score: -27011094.000000 Penalty: 6087.443848
	Iteration 70Q: 3 clusters Score -2.701109e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 210226 members 
Entering Unmasked Estep 
Score: -27011094.000000 Penalty: 6087.443848
	Iteration 71F: 3 clusters Score -2.701109e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 103314 members 
Mstep: Class 3 contains 26048 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 3633 members 
Mstep: Class 11 contains 250 members 
Mstep: Class 12 contains 210226 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9389 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8727 members 
Mstep: Class 19 contains 20316 members 
Mstep: Class 20 contains 20829 members 
Mstep: Class 21 contains 10165 members 
Mstep: Class 22 contains 5515 members 
Mstep: Class 23 contains 8813 members 
Mstep: Class 24 contains 1949 members 
Entering Unmasked Estep 
Score: -57724172.000000 Penalty: 71155.500000
Splitting cluster 10 changes total score from -57722824.000000 to -57724172.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 14 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -88963.312500 Penalty: 1632.342163
	Iteration 0F: 2 clusters Score -88963.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -87231.804688 Penalty: 3264.684326
	Iteration 0F: 3 clusters Score -87231.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -87429.929688 Penalty: 3264.684326
	Iteration 1F: 3 clusters Score -87429.93 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -87493.570312 Penalty: 3264.684326
	Iteration 2F: 3 clusters Score -87493.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -87509.507812 Penalty: 3264.684326
	Iteration 3Q: 3 clusters Score -87509.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -87516.796875 Penalty: 3264.684326
	Iteration 4Q: 3 clusters Score -87516.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -87527.617188 Penalty: 3264.684326
	Iteration 5Q: 3 clusters Score -87527.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -87530.242188 Penalty: 3264.684326
	Iteration 6Q: 3 clusters Score -87530.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -87530.242188 Penalty: 3264.684326
	Iteration 7F: 3 clusters Score -87530.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Entering Unmasked Estep 
Score: -1213184.125000 Penalty: 2268.528809
	Iteration 0F: 2 clusters Score -1213184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1205958.500000 Penalty: 4537.057617
	Iteration 0F: 3 clusters Score -1205958 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1208031.875000 Penalty: 4537.057617
	Iteration 1F: 3 clusters Score -1208032 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1208323.250000 Penalty: 4537.057617
	Iteration 2F: 3 clusters Score -1208323 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1208533.875000 Penalty: 4537.057617
	Iteration 3Q: 3 clusters Score -1208534 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1208690.500000 Penalty: 4537.057617
	Iteration 4Q: 3 clusters Score -1208690 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1208793.875000 Penalty: 4537.057617
	Iteration 5Q: 3 clusters Score -1208794 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1208888.500000 Penalty: 4537.057617
	Iteration 6Q: 3 clusters Score -1208888 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1208976.875000 Penalty: 4537.057617
	Iteration 7Q: 3 clusters Score -1208977 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1209063.000000 Penalty: 4537.057617
	Iteration 8Q: 3 clusters Score -1209063 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1209147.250000 Penalty: 4537.057617
	Iteration 9Q: 3 clusters Score -1209147 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1209230.250000 Penalty: 4537.057617
	Iteration 10Q: 3 clusters Score -1209230 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1209333.250000 Penalty: 4537.057617
	Iteration 11Q: 3 clusters Score -1209333 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1209441.750000 Penalty: 4537.057617
	Iteration 12Q: 3 clusters Score -1209442 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1209571.625000 Penalty: 4537.057617
	Iteration 13Q: 3 clusters Score -1209572 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1209693.500000 Penalty: 4537.057617
	Iteration 14Q: 3 clusters Score -1209694 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1209824.375000 Penalty: 4537.057617
	Iteration 15Q: 3 clusters Score -1209824 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1209971.500000 Penalty: 4537.057617
	Iteration 16Q: 3 clusters Score -1209972 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1210111.125000 Penalty: 4537.057617
	Iteration 17Q: 3 clusters Score -1210111 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1210245.125000 Penalty: 4537.057617
	Iteration 18Q: 3 clusters Score -1210245 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1210396.750000 Penalty: 4537.057617
	Iteration 19Q: 3 clusters Score -1210397 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1210538.125000 Penalty: 4537.057617
	Iteration 20F: 3 clusters Score -1210538 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1210660.375000 Penalty: 4537.057617
	Iteration 21Q: 3 clusters Score -1210660 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1210787.375000 Penalty: 4537.057617
	Iteration 22Q: 3 clusters Score -1210787 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1210878.250000 Penalty: 4537.057617
	Iteration 23Q: 3 clusters Score -1210878 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1210946.375000 Penalty: 4537.057617
	Iteration 24Q: 3 clusters Score -1210946 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1210996.750000 Penalty: 4537.057617
	Iteration 25Q: 3 clusters Score -1210997 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1211043.875000 Penalty: 4537.057617
	Iteration 26Q: 3 clusters Score -1211044 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1211078.875000 Penalty: 4537.057617
	Iteration 27Q: 3 clusters Score -1211079 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1211106.750000 Penalty: 4537.057617
	Iteration 28Q: 3 clusters Score -1211107 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1211122.250000 Penalty: 4537.057617
	Iteration 29Q: 3 clusters Score -1211122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1211134.250000 Penalty: 4537.057617
	Iteration 30Q: 3 clusters Score -1211134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1211145.125000 Penalty: 4537.057617
	Iteration 31Q: 3 clusters Score -1211145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1211154.625000 Penalty: 4537.057617
	Iteration 32Q: 3 clusters Score -1211155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1211162.875000 Penalty: 4537.057617
	Iteration 33Q: 3 clusters Score -1211163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1211170.875000 Penalty: 4537.057617
	Iteration 34Q: 3 clusters Score -1211171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1211172.875000 Penalty: 4537.057617
	Iteration 35Q: 3 clusters Score -1211173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1211173.125000 Penalty: 4537.057617
	Iteration 36Q: 3 clusters Score -1211173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1211173.125000 Penalty: 4537.057617
	Iteration 37F: 3 clusters Score -1211173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Entering Unmasked Estep 
Score: -93062.250000 Penalty: 1637.778076
	Iteration 0F: 2 clusters Score -93062.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -91307.906250 Penalty: 3275.556152
	Iteration 0F: 3 clusters Score -91307.91 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -91537.484375 Penalty: 3275.556152
	Iteration 1F: 3 clusters Score -91537.48 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -91600.578125 Penalty: 3275.556152
	Iteration 2Q: 3 clusters Score -91600.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -91622.757812 Penalty: 3275.556152
	Iteration 3Q: 3 clusters Score -91622.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -91632.601562 Penalty: 3275.556152
	Iteration 4Q: 3 clusters Score -91632.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -91637.890625 Penalty: 3275.556152
	Iteration 5Q: 3 clusters Score -91637.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -91642.000000 Penalty: 3275.556152
	Iteration 6Q: 3 clusters Score -91642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -91644.476562 Penalty: 3275.556152
	Iteration 7Q: 3 clusters Score -91644.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -91645.781250 Penalty: 3275.556152
	Iteration 8Q: 3 clusters Score -91645.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -91645.781250 Penalty: 3275.556152
	Iteration 9F: 3 clusters Score -91645.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Entering Unmasked Estep 
Score: -1110220.750000 Penalty: 2250.395752
	Iteration 0F: 2 clusters Score -1110221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1103345.875000 Penalty: 4500.791504
	Iteration 0F: 3 clusters Score -1103346 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1105202.250000 Penalty: 4500.791504
	Iteration 1F: 3 clusters Score -1105202 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1105611.250000 Penalty: 4500.791504
	Iteration 2F: 3 clusters Score -1105611 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1106000.125000 Penalty: 4500.791504
	Iteration 3F: 3 clusters Score -1106000 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1106324.625000 Penalty: 4500.791504
	Iteration 4F: 3 clusters Score -1106325 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1106588.875000 Penalty: 4500.791504
	Iteration 5F: 3 clusters Score -1106589 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1106836.375000 Penalty: 4500.791504
	Iteration 6Q: 3 clusters Score -1106836 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1107064.000000 Penalty: 4500.791504
	Iteration 7Q: 3 clusters Score -1107064 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1107305.625000 Penalty: 4500.791504
	Iteration 8Q: 3 clusters Score -1107306 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1107568.625000 Penalty: 4500.791504
	Iteration 9Q: 3 clusters Score -1107569 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1107812.000000 Penalty: 4500.791504
	Iteration 10Q: 3 clusters Score -1107812 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1108020.000000 Penalty: 4500.791504
	Iteration 11Q: 3 clusters Score -1108020 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1108175.375000 Penalty: 4500.791504
	Iteration 12Q: 3 clusters Score -1108175 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1108318.125000 Penalty: 4500.791504
	Iteration 13Q: 3 clusters Score -1108318 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1108408.875000 Penalty: 4500.791504
	Iteration 14Q: 3 clusters Score -1108409 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1108469.625000 Penalty: 4500.791504
	Iteration 15Q: 3 clusters Score -1108470 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1108525.875000 Penalty: 4500.791504
	Iteration 16Q: 3 clusters Score -1108526 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1108554.500000 Penalty: 4500.791504
	Iteration 17Q: 3 clusters Score -1108554 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1108572.875000 Penalty: 4500.791504
	Iteration 18Q: 3 clusters Score -1108573 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1108591.125000 Penalty: 4500.791504
	Iteration 19Q: 3 clusters Score -1108591 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1108603.375000 Penalty: 4500.791504
	Iteration 20F: 3 clusters Score -1108603 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1108614.000000 Penalty: 4500.791504
	Iteration 21Q: 3 clusters Score -1108614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1108620.375000 Penalty: 4500.791504
	Iteration 22Q: 3 clusters Score -1108620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1108623.750000 Penalty: 4500.791504
	Iteration 23Q: 3 clusters Score -1108624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1108628.250000 Penalty: 4500.791504
	Iteration 24Q: 3 clusters Score -1108628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1108630.750000 Penalty: 4500.791504
	Iteration 25Q: 3 clusters Score -1108631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1108632.250000 Penalty: 4500.791504
	Iteration 26Q: 3 clusters Score -1108632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1108631.750000 Penalty: 4500.791504
	Iteration 27Q: 3 clusters Score -1108632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1108632.000000 Penalty: 4500.791504
	Iteration 28Q: 3 clusters Score -1108632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1108634.750000 Penalty: 4500.791504
	Iteration 29Q: 3 clusters Score -1108635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1108635.875000 Penalty: 4500.791504
	Iteration 30Q: 3 clusters Score -1108636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1108638.500000 Penalty: 4500.791504
	Iteration 31Q: 3 clusters Score -1108638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1108637.875000 Penalty: 4500.791504
	Iteration 32Q: 3 clusters Score -1108638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1108637.125000 Penalty: 4500.791504
	Iteration 33Q: 3 clusters Score -1108637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1108637.250000 Penalty: 4500.791504
	Iteration 34Q: 3 clusters Score -1108637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1108637.250000 Penalty: 4500.791504
	Iteration 35F: 3 clusters Score -1108637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Entering Unmasked Estep 
Score: -2535126.000000 Penalty: 2459.952637
	Iteration 0F: 2 clusters Score -2535126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -2520823.750000 Penalty: 4919.905273
	Iteration 0F: 3 clusters Score -2520824 nChanged 8931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -2525573.750000 Penalty: 4919.905273
	Iteration 1F: 3 clusters Score -2525574 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -2525906.000000 Penalty: 4919.905273
	Iteration 2F: 3 clusters Score -2525906 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2526126.500000 Penalty: 4919.905273
	Iteration 3Q: 3 clusters Score -2526126 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -2526293.750000 Penalty: 4919.905273
	Iteration 4Q: 3 clusters Score -2526294 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -2526441.250000 Penalty: 4919.905273
	Iteration 5Q: 3 clusters Score -2526441 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2526549.250000 Penalty: 4919.905273
	Iteration 6Q: 3 clusters Score -2526549 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -2526652.250000 Penalty: 4919.905273
	Iteration 7Q: 3 clusters Score -2526652 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2526758.000000 Penalty: 4919.905273
	Iteration 8Q: 3 clusters Score -2526758 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -2526875.750000 Penalty: 4919.905273
	Iteration 9Q: 3 clusters Score -2526876 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2526992.250000 Penalty: 4919.905273
	Iteration 10Q: 3 clusters Score -2526992 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -2527129.250000 Penalty: 4919.905273
	Iteration 11Q: 3 clusters Score -2527129 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -2527314.000000 Penalty: 4919.905273
	Iteration 12Q: 3 clusters Score -2527314 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -2527528.750000 Penalty: 4919.905273
	Iteration 13Q: 3 clusters Score -2527529 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -2527825.000000 Penalty: 4919.905273
	Iteration 14Q: 3 clusters Score -2527825 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -2528184.500000 Penalty: 4919.905273
	Iteration 15Q: 3 clusters Score -2528184 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -2528616.500000 Penalty: 4919.905273
	Iteration 16Q: 3 clusters Score -2528616 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -2529123.000000 Penalty: 4919.905273
	Iteration 17Q: 3 clusters Score -2529123 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -2529714.500000 Penalty: 4919.905273
	Iteration 18Q: 3 clusters Score -2529714 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2530345.000000 Penalty: 4919.905273
	Iteration 19Q: 3 clusters Score -2530345 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -2530945.500000 Penalty: 4919.905273
	Iteration 20F: 3 clusters Score -2530946 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -2531502.000000 Penalty: 4919.905273
	Iteration 21Q: 3 clusters Score -2531502 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -2531978.750000 Penalty: 4919.905273
	Iteration 22Q: 3 clusters Score -2531979 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -2532307.000000 Penalty: 4919.905273
	Iteration 23Q: 3 clusters Score -2532307 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -2532498.250000 Penalty: 4919.905273
	Iteration 24Q: 3 clusters Score -2532498 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -2532618.750000 Penalty: 4919.905273
	Iteration 25Q: 3 clusters Score -2532619 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -2532701.000000 Penalty: 4919.905273
	Iteration 26Q: 3 clusters Score -2532701 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -2532769.000000 Penalty: 4919.905273
	Iteration 27Q: 3 clusters Score -2532769 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -2532830.250000 Penalty: 4919.905273
	Iteration 28Q: 3 clusters Score -2532830 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -2532878.250000 Penalty: 4919.905273
	Iteration 29Q: 3 clusters Score -2532878 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -2532894.750000 Penalty: 4919.905273
	Iteration 30Q: 3 clusters Score -2532895 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -2532908.000000 Penalty: 4919.905273
	Iteration 31Q: 3 clusters Score -2532908 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -2532927.500000 Penalty: 4919.905273
	Iteration 32Q: 3 clusters Score -2532928 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -2532944.000000 Penalty: 4919.905273
	Iteration 33Q: 3 clusters Score -2532944 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -2532959.750000 Penalty: 4919.905273
	Iteration 34Q: 3 clusters Score -2532960 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -2532967.500000 Penalty: 4919.905273
	Iteration 35Q: 3 clusters Score -2532968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -2532976.500000 Penalty: 4919.905273
	Iteration 36Q: 3 clusters Score -2532976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -2532985.750000 Penalty: 4919.905273
	Iteration 37Q: 3 clusters Score -2532986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -2532984.750000 Penalty: 4919.905273
	Iteration 38Q: 3 clusters Score -2532985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -2532985.500000 Penalty: 4919.905273
	Iteration 39Q: 3 clusters Score -2532986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2532990.000000 Penalty: 4919.905273
	Iteration 40F: 3 clusters Score -2532990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -2532987.250000 Penalty: 4919.905273
	Iteration 41Q: 3 clusters Score -2532987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -2532991.250000 Penalty: 4919.905273
	Iteration 42Q: 3 clusters Score -2532991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -2532989.000000 Penalty: 4919.905273
	Iteration 43Q: 3 clusters Score -2532989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -2532988.500000 Penalty: 4919.905273
	Iteration 44Q: 3 clusters Score -2532988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -2532990.750000 Penalty: 4919.905273
	Iteration 45Q: 3 clusters Score -2532991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -2532992.000000 Penalty: 4919.905273
	Iteration 46Q: 3 clusters Score -2532992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -2532989.500000 Penalty: 4919.905273
	Iteration 47Q: 3 clusters Score -2532990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -2532991.500000 Penalty: 4919.905273
	Iteration 48Q: 3 clusters Score -2532992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -2532992.500000 Penalty: 4919.905273
	Iteration 49Q: 3 clusters Score -2532992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -2532995.750000 Penalty: 4919.905273
	Iteration 50Q: 3 clusters Score -2532996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -2532993.250000 Penalty: 4919.905273
	Iteration 51Q: 3 clusters Score -2532993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -2532995.500000 Penalty: 4919.905273
	Iteration 52Q: 3 clusters Score -2532996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -2532995.250000 Penalty: 4919.905273
	Iteration 53Q: 3 clusters Score -2532995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -2532995.500000 Penalty: 4919.905273
	Iteration 54Q: 3 clusters Score -2532996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -2532995.500000 Penalty: 4919.905273
	Iteration 55F: 3 clusters Score -2532996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Entering Unmasked Estep 
Score: -2684324.250000 Penalty: 2466.137207
	Iteration 0F: 2 clusters Score -2684324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -2669650.750000 Penalty: 4932.274414
	Iteration 0F: 3 clusters Score -2669651 nChanged 9261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -2674548.000000 Penalty: 4932.274414
	Iteration 1F: 3 clusters Score -2674548 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -2674855.000000 Penalty: 4932.274414
	Iteration 2Q: 3 clusters Score -2674855 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -2675091.750000 Penalty: 4932.274414
	Iteration 3Q: 3 clusters Score -2675092 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -2675297.500000 Penalty: 4932.274414
	Iteration 4Q: 3 clusters Score -2675298 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -2675463.000000 Penalty: 4932.274414
	Iteration 5Q: 3 clusters Score -2675463 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -2675642.250000 Penalty: 4932.274414
	Iteration 6Q: 3 clusters Score -2675642 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -2675840.000000 Penalty: 4932.274414
	Iteration 7Q: 3 clusters Score -2675840 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2676067.250000 Penalty: 4932.274414
	Iteration 8Q: 3 clusters Score -2676067 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -2676348.500000 Penalty: 4932.274414
	Iteration 9Q: 3 clusters Score -2676348 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2676655.750000 Penalty: 4932.274414
	Iteration 10Q: 3 clusters Score -2676656 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -2677051.500000 Penalty: 4932.274414
	Iteration 11Q: 3 clusters Score -2677052 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -2677514.000000 Penalty: 4932.274414
	Iteration 12Q: 3 clusters Score -2677514 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -2677936.750000 Penalty: 4932.274414
	Iteration 13Q: 3 clusters Score -2677937 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -2678391.500000 Penalty: 4932.274414
	Iteration 14Q: 3 clusters Score -2678392 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -2678921.750000 Penalty: 4932.274414
	Iteration 15Q: 3 clusters Score -2678922 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -2679504.250000 Penalty: 4932.274414
	Iteration 16Q: 3 clusters Score -2679504 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -2680030.750000 Penalty: 4932.274414
	Iteration 17Q: 3 clusters Score -2680031 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -2680426.750000 Penalty: 4932.274414
	Iteration 18Q: 3 clusters Score -2680427 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2680687.250000 Penalty: 4932.274414
	Iteration 19Q: 3 clusters Score -2680687 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -2680866.500000 Penalty: 4932.274414
	Iteration 20F: 3 clusters Score -2680866 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -2680988.750000 Penalty: 4932.274414
	Iteration 21Q: 3 clusters Score -2680989 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -2681077.750000 Penalty: 4932.274414
	Iteration 22Q: 3 clusters Score -2681078 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -2681156.000000 Penalty: 4932.274414
	Iteration 23Q: 3 clusters Score -2681156 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2681257.000000 Penalty: 4932.274414
	Iteration 24Q: 3 clusters Score -2681257 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2681319.000000 Penalty: 4932.274414
	Iteration 25Q: 3 clusters Score -2681319 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -2681369.500000 Penalty: 4932.274414
	Iteration 26Q: 3 clusters Score -2681370 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -2681429.500000 Penalty: 4932.274414
	Iteration 27Q: 3 clusters Score -2681430 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -2681473.750000 Penalty: 4932.274414
	Iteration 28Q: 3 clusters Score -2681474 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -2681508.500000 Penalty: 4932.274414
	Iteration 29Q: 3 clusters Score -2681508 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -2681559.250000 Penalty: 4932.274414
	Iteration 30Q: 3 clusters Score -2681559 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -2681609.250000 Penalty: 4932.274414
	Iteration 31Q: 3 clusters Score -2681609 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -2681658.250000 Penalty: 4932.274414
	Iteration 32Q: 3 clusters Score -2681658 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2681713.500000 Penalty: 4932.274414
	Iteration 33Q: 3 clusters Score -2681714 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -2681758.000000 Penalty: 4932.274414
	Iteration 34Q: 3 clusters Score -2681758 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2681823.750000 Penalty: 4932.274414
	Iteration 35Q: 3 clusters Score -2681824 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -2681877.000000 Penalty: 4932.274414
	Iteration 36Q: 3 clusters Score -2681877 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -2681929.250000 Penalty: 4932.274414
	Iteration 37Q: 3 clusters Score -2681929 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -2681952.250000 Penalty: 4932.274414
	Iteration 38Q: 3 clusters Score -2681952 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -2681989.500000 Penalty: 4932.274414
	Iteration 39Q: 3 clusters Score -2681990 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -2682024.250000 Penalty: 4932.274414
	Iteration 40F: 3 clusters Score -2682024 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -2682049.750000 Penalty: 4932.274414
	Iteration 41Q: 3 clusters Score -2682050 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -2682063.000000 Penalty: 4932.274414
	Iteration 42Q: 3 clusters Score -2682063 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -2682084.000000 Penalty: 4932.274414
	Iteration 43Q: 3 clusters Score -2682084 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -2682108.000000 Penalty: 4932.274414
	Iteration 44Q: 3 clusters Score -2682108 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -2682118.000000 Penalty: 4932.274414
	Iteration 45Q: 3 clusters Score -2682118 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -2682137.750000 Penalty: 4932.274414
	Iteration 46Q: 3 clusters Score -2682138 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -2682147.500000 Penalty: 4932.274414
	Iteration 47Q: 3 clusters Score -2682148 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -2682159.500000 Penalty: 4932.274414
	Iteration 48Q: 3 clusters Score -2682160 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -2682167.500000 Penalty: 4932.274414
	Iteration 49Q: 3 clusters Score -2682168 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -2682179.250000 Penalty: 4932.274414
	Iteration 50Q: 3 clusters Score -2682179 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -2682192.000000 Penalty: 4932.274414
	Iteration 51Q: 3 clusters Score -2682192 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -2682201.250000 Penalty: 4932.274414
	Iteration 52Q: 3 clusters Score -2682201 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -2682213.750000 Penalty: 4932.274414
	Iteration 53Q: 3 clusters Score -2682214 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -2682226.750000 Penalty: 4932.274414
	Iteration 54Q: 3 clusters Score -2682227 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -2682232.500000 Penalty: 4932.274414
	Iteration 55Q: 3 clusters Score -2682232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -2682241.250000 Penalty: 4932.274414
	Iteration 56Q: 3 clusters Score -2682241 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -2682244.250000 Penalty: 4932.274414
	Iteration 57Q: 3 clusters Score -2682244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -2682250.000000 Penalty: 4932.274414
	Iteration 58Q: 3 clusters Score -2682250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -2682258.000000 Penalty: 4932.274414
	Iteration 59Q: 3 clusters Score -2682258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -2682263.000000 Penalty: 4932.274414
	Iteration 60F: 3 clusters Score -2682263 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -2682262.750000 Penalty: 4932.274414
	Iteration 61Q: 3 clusters Score -2682263 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -2682274.000000 Penalty: 4932.274414
	Iteration 62Q: 3 clusters Score -2682274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -2682272.250000 Penalty: 4932.274414
	Iteration 63Q: 3 clusters Score -2682272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -2682275.250000 Penalty: 4932.274414
	Iteration 64Q: 3 clusters Score -2682275 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -2682277.750000 Penalty: 4932.274414
	Iteration 65Q: 3 clusters Score -2682278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -2682286.000000 Penalty: 4932.274414
	Iteration 66Q: 3 clusters Score -2682286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -2682287.750000 Penalty: 4932.274414
	Iteration 67Q: 3 clusters Score -2682288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -2682289.500000 Penalty: 4932.274414
	Iteration 68Q: 3 clusters Score -2682290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -2682297.250000 Penalty: 4932.274414
	Iteration 69Q: 3 clusters Score -2682297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -2682305.750000 Penalty: 4932.274414
	Iteration 70Q: 3 clusters Score -2682306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -2682306.000000 Penalty: 4932.274414
	Iteration 71Q: 3 clusters Score -2682306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -2682305.500000 Penalty: 4932.274414
	Iteration 72Q: 3 clusters Score -2682306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -2682306.000000 Penalty: 4932.274414
	Iteration 73Q: 3 clusters Score -2682306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -2682305.000000 Penalty: 4932.274414
	Iteration 74Q: 3 clusters Score -2682305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -2682307.250000 Penalty: 4932.274414
	Iteration 75Q: 3 clusters Score -2682307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -2682309.000000 Penalty: 4932.274414
	Iteration 76Q: 3 clusters Score -2682309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -2682308.000000 Penalty: 4932.274414
	Iteration 77Q: 3 clusters Score -2682308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -2682309.750000 Penalty: 4932.274414
	Iteration 78Q: 3 clusters Score -2682310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -2682308.750000 Penalty: 4932.274414
	Iteration 79Q: 3 clusters Score -2682309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -2682308.750000 Penalty: 4932.274414
	Iteration 80F: 3 clusters Score -2682309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -2682309.750000 Penalty: 4932.274414
	Iteration 81Q: 3 clusters Score -2682310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -2682309.750000 Penalty: 4932.274414
	Iteration 82Q: 3 clusters Score -2682310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -2682308.250000 Penalty: 4932.274414
	Iteration 83Q: 3 clusters Score -2682308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -2682308.750000 Penalty: 4932.274414
	Iteration 84Q: 3 clusters Score -2682309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -2682306.250000 Penalty: 4932.274414
	Iteration 85Q: 3 clusters Score -2682306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -2682308.750000 Penalty: 4932.274414
	Iteration 86Q: 3 clusters Score -2682309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -2682311.500000 Penalty: 4932.274414
	Iteration 87Q: 3 clusters Score -2682312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -2682316.000000 Penalty: 4932.274414
	Iteration 88Q: 3 clusters Score -2682316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -2682317.250000 Penalty: 4932.274414
	Iteration 89Q: 3 clusters Score -2682317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -2682318.500000 Penalty: 4932.274414
	Iteration 90Q: 3 clusters Score -2682318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -2682316.500000 Penalty: 4932.274414
	Iteration 91Q: 3 clusters Score -2682316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -2682321.750000 Penalty: 4932.274414
	Iteration 92Q: 3 clusters Score -2682322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -2682326.750000 Penalty: 4932.274414
	Iteration 93Q: 3 clusters Score -2682327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -2682326.250000 Penalty: 4932.274414
	Iteration 94Q: 3 clusters Score -2682326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -2682328.000000 Penalty: 4932.274414
	Iteration 95Q: 3 clusters Score -2682328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -2682328.750000 Penalty: 4932.274414
	Iteration 96Q: 3 clusters Score -2682329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -2682327.000000 Penalty: 4932.274414
	Iteration 97Q: 3 clusters Score -2682327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -2682326.250000 Penalty: 4932.274414
	Iteration 98Q: 3 clusters Score -2682326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -2682330.000000 Penalty: 4932.274414
	Iteration 99Q: 3 clusters Score -2682330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -2682330.000000 Penalty: 4932.274414
	Iteration 100F: 3 clusters Score -2682330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -2682333.000000 Penalty: 4932.274414
	Iteration 101Q: 3 clusters Score -2682333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -2682333.000000 Penalty: 4932.274414
	Iteration 102Q: 3 clusters Score -2682333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -2682334.250000 Penalty: 4932.274414
	Iteration 103Q: 3 clusters Score -2682334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2682331.750000 Penalty: 4932.274414
	Iteration 104Q: 3 clusters Score -2682332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -2682334.250000 Penalty: 4932.274414
	Iteration 105Q: 3 clusters Score -2682334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -2682333.500000 Penalty: 4932.274414
	Iteration 106Q: 3 clusters Score -2682334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -2682336.500000 Penalty: 4932.274414
	Iteration 107Q: 3 clusters Score -2682336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -2682337.750000 Penalty: 4932.274414
	Iteration 108Q: 3 clusters Score -2682338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -2682339.750000 Penalty: 4932.274414
	Iteration 109Q: 3 clusters Score -2682340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -2682339.750000 Penalty: 4932.274414
	Iteration 110F: 3 clusters Score -2682340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Entering Unmasked Estep 
Score: -1314337.250000 Penalty: 2288.222900
	Iteration 0F: 2 clusters Score -1314337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1306581.750000 Penalty: 4576.445801
	Iteration 0F: 3 clusters Score -1306582 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1308711.125000 Penalty: 4576.445801
	Iteration 1F: 3 clusters Score -1308711 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1308988.875000 Penalty: 4576.445801
	Iteration 2F: 3 clusters Score -1308989 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1309163.625000 Penalty: 4576.445801
	Iteration 3Q: 3 clusters Score -1309164 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1309288.000000 Penalty: 4576.445801
	Iteration 4Q: 3 clusters Score -1309288 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1309385.625000 Penalty: 4576.445801
	Iteration 5Q: 3 clusters Score -1309386 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1309448.500000 Penalty: 4576.445801
	Iteration 6Q: 3 clusters Score -1309448 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1309501.750000 Penalty: 4576.445801
	Iteration 7Q: 3 clusters Score -1309502 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1309541.125000 Penalty: 4576.445801
	Iteration 8Q: 3 clusters Score -1309541 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1309594.750000 Penalty: 4576.445801
	Iteration 9Q: 3 clusters Score -1309595 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1309655.875000 Penalty: 4576.445801
	Iteration 10Q: 3 clusters Score -1309656 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1309712.875000 Penalty: 4576.445801
	Iteration 11Q: 3 clusters Score -1309713 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1309776.750000 Penalty: 4576.445801
	Iteration 12Q: 3 clusters Score -1309777 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1309836.625000 Penalty: 4576.445801
	Iteration 13Q: 3 clusters Score -1309837 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1309894.500000 Penalty: 4576.445801
	Iteration 14Q: 3 clusters Score -1309894 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1309953.375000 Penalty: 4576.445801
	Iteration 15Q: 3 clusters Score -1309953 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1310002.875000 Penalty: 4576.445801
	Iteration 16Q: 3 clusters Score -1310003 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1310069.750000 Penalty: 4576.445801
	Iteration 17Q: 3 clusters Score -1310070 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1310140.750000 Penalty: 4576.445801
	Iteration 18Q: 3 clusters Score -1310141 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1310207.125000 Penalty: 4576.445801
	Iteration 19Q: 3 clusters Score -1310207 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1310269.250000 Penalty: 4576.445801
	Iteration 20F: 3 clusters Score -1310269 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1310334.000000 Penalty: 4576.445801
	Iteration 21Q: 3 clusters Score -1310334 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1310411.000000 Penalty: 4576.445801
	Iteration 22Q: 3 clusters Score -1310411 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1310502.875000 Penalty: 4576.445801
	Iteration 23Q: 3 clusters Score -1310503 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1310626.375000 Penalty: 4576.445801
	Iteration 24Q: 3 clusters Score -1310626 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1310765.000000 Penalty: 4576.445801
	Iteration 25Q: 3 clusters Score -1310765 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1310926.125000 Penalty: 4576.445801
	Iteration 26Q: 3 clusters Score -1310926 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1311081.375000 Penalty: 4576.445801
	Iteration 27Q: 3 clusters Score -1311081 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1311221.375000 Penalty: 4576.445801
	Iteration 28Q: 3 clusters Score -1311221 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1311362.500000 Penalty: 4576.445801
	Iteration 29Q: 3 clusters Score -1311362 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1311474.875000 Penalty: 4576.445801
	Iteration 30Q: 3 clusters Score -1311475 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1311561.000000 Penalty: 4576.445801
	Iteration 31Q: 3 clusters Score -1311561 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1311648.875000 Penalty: 4576.445801
	Iteration 32Q: 3 clusters Score -1311649 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1311719.250000 Penalty: 4576.445801
	Iteration 33Q: 3 clusters Score -1311719 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1311793.750000 Penalty: 4576.445801
	Iteration 34Q: 3 clusters Score -1311794 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1311864.625000 Penalty: 4576.445801
	Iteration 35Q: 3 clusters Score -1311865 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1311929.625000 Penalty: 4576.445801
	Iteration 36Q: 3 clusters Score -1311930 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1311979.125000 Penalty: 4576.445801
	Iteration 37Q: 3 clusters Score -1311979 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1312014.750000 Penalty: 4576.445801
	Iteration 38Q: 3 clusters Score -1312015 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1312040.625000 Penalty: 4576.445801
	Iteration 39Q: 3 clusters Score -1312041 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1312061.000000 Penalty: 4576.445801
	Iteration 40F: 3 clusters Score -1312061 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1312080.625000 Penalty: 4576.445801
	Iteration 41Q: 3 clusters Score -1312081 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1312096.750000 Penalty: 4576.445801
	Iteration 42Q: 3 clusters Score -1312097 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1312104.125000 Penalty: 4576.445801
	Iteration 43Q: 3 clusters Score -1312104 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1312114.625000 Penalty: 4576.445801
	Iteration 44Q: 3 clusters Score -1312115 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1312125.000000 Penalty: 4576.445801
	Iteration 45Q: 3 clusters Score -1312125 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1312133.250000 Penalty: 4576.445801
	Iteration 46Q: 3 clusters Score -1312133 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1312135.875000 Penalty: 4576.445801
	Iteration 47Q: 3 clusters Score -1312136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1312142.625000 Penalty: 4576.445801
	Iteration 48Q: 3 clusters Score -1312143 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1312148.875000 Penalty: 4576.445801
	Iteration 49Q: 3 clusters Score -1312149 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1312153.125000 Penalty: 4576.445801
	Iteration 50Q: 3 clusters Score -1312153 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1312161.500000 Penalty: 4576.445801
	Iteration 51Q: 3 clusters Score -1312162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1312164.750000 Penalty: 4576.445801
	Iteration 52Q: 3 clusters Score -1312165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1312166.750000 Penalty: 4576.445801
	Iteration 53Q: 3 clusters Score -1312167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1312169.625000 Penalty: 4576.445801
	Iteration 54Q: 3 clusters Score -1312170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1312169.250000 Penalty: 4576.445801
	Iteration 55Q: 3 clusters Score -1312169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1312170.750000 Penalty: 4576.445801
	Iteration 56Q: 3 clusters Score -1312171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1312172.875000 Penalty: 4576.445801
	Iteration 57Q: 3 clusters Score -1312173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1312173.750000 Penalty: 4576.445801
	Iteration 58Q: 3 clusters Score -1312174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1312178.250000 Penalty: 4576.445801
	Iteration 59Q: 3 clusters Score -1312178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1312177.875000 Penalty: 4576.445801
	Iteration 60F: 3 clusters Score -1312178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1312181.500000 Penalty: 4576.445801
	Iteration 61Q: 3 clusters Score -1312182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1312185.375000 Penalty: 4576.445801
	Iteration 62Q: 3 clusters Score -1312185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1312186.875000 Penalty: 4576.445801
	Iteration 63Q: 3 clusters Score -1312187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1312190.625000 Penalty: 4576.445801
	Iteration 64Q: 3 clusters Score -1312191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1312192.875000 Penalty: 4576.445801
	Iteration 65Q: 3 clusters Score -1312193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1312200.000000 Penalty: 4576.445801
	Iteration 66Q: 3 clusters Score -1312200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1312204.875000 Penalty: 4576.445801
	Iteration 67Q: 3 clusters Score -1312205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1312206.500000 Penalty: 4576.445801
	Iteration 68Q: 3 clusters Score -1312206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1312209.500000 Penalty: 4576.445801
	Iteration 69Q: 3 clusters Score -1312210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1312212.875000 Penalty: 4576.445801
	Iteration 70Q: 3 clusters Score -1312213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1312218.750000 Penalty: 4576.445801
	Iteration 71Q: 3 clusters Score -1312219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1312222.875000 Penalty: 4576.445801
	Iteration 72Q: 3 clusters Score -1312223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1312229.500000 Penalty: 4576.445801
	Iteration 73Q: 3 clusters Score -1312230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1312236.625000 Penalty: 4576.445801
	Iteration 74Q: 3 clusters Score -1312237 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1312243.875000 Penalty: 4576.445801
	Iteration 75Q: 3 clusters Score -1312244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1312249.875000 Penalty: 4576.445801
	Iteration 76Q: 3 clusters Score -1312250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1312255.250000 Penalty: 4576.445801
	Iteration 77Q: 3 clusters Score -1312255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1312257.500000 Penalty: 4576.445801
	Iteration 78Q: 3 clusters Score -1312258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1312262.000000 Penalty: 4576.445801
	Iteration 79Q: 3 clusters Score -1312262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1312260.875000 Penalty: 4576.445801
	Iteration 80F: 3 clusters Score -1312261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Entering Unmasked Estep 
Score: -714093.062500 Penalty: 2136.576172
	Iteration 0F: 2 clusters Score -714093.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -709183.937500 Penalty: 4273.152344
	Iteration 0F: 3 clusters Score -709183.9 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -710346.812500 Penalty: 4273.152344
	Iteration 1F: 3 clusters Score -710346.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -710570.687500 Penalty: 4273.152344
	Iteration 2F: 3 clusters Score -710570.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -710700.250000 Penalty: 4273.152344
	Iteration 3Q: 3 clusters Score -710700.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -710786.250000 Penalty: 4273.152344
	Iteration 4Q: 3 clusters Score -710786.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -710842.062500 Penalty: 4273.152344
	Iteration 5Q: 3 clusters Score -710842.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -710884.250000 Penalty: 4273.152344
	Iteration 6Q: 3 clusters Score -710884.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -710911.500000 Penalty: 4273.152344
	Iteration 7Q: 3 clusters Score -710911.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -710939.875000 Penalty: 4273.152344
	Iteration 8Q: 3 clusters Score -710939.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -710962.687500 Penalty: 4273.152344
	Iteration 9Q: 3 clusters Score -710962.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -710983.687500 Penalty: 4273.152344
	Iteration 10Q: 3 clusters Score -710983.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -711003.187500 Penalty: 4273.152344
	Iteration 11Q: 3 clusters Score -711003.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -711021.375000 Penalty: 4273.152344
	Iteration 12Q: 3 clusters Score -711021.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -711041.125000 Penalty: 4273.152344
	Iteration 13Q: 3 clusters Score -711041.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -711061.562500 Penalty: 4273.152344
	Iteration 14Q: 3 clusters Score -711061.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -711087.437500 Penalty: 4273.152344
	Iteration 15Q: 3 clusters Score -711087.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -711116.562500 Penalty: 4273.152344
	Iteration 16Q: 3 clusters Score -711116.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -711150.687500 Penalty: 4273.152344
	Iteration 17Q: 3 clusters Score -711150.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -711183.250000 Penalty: 4273.152344
	Iteration 18Q: 3 clusters Score -711183.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -711215.437500 Penalty: 4273.152344
	Iteration 19Q: 3 clusters Score -711215.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -711242.125000 Penalty: 4273.152344
	Iteration 20F: 3 clusters Score -711242.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -711277.937500 Penalty: 4273.152344
	Iteration 21Q: 3 clusters Score -711277.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -711315.375000 Penalty: 4273.152344
	Iteration 22Q: 3 clusters Score -711315.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -711354.500000 Penalty: 4273.152344
	Iteration 23Q: 3 clusters Score -711354.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -711400.625000 Penalty: 4273.152344
	Iteration 24Q: 3 clusters Score -711400.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -711452.937500 Penalty: 4273.152344
	Iteration 25Q: 3 clusters Score -711452.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -711507.687500 Penalty: 4273.152344
	Iteration 26Q: 3 clusters Score -711507.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -711566.562500 Penalty: 4273.152344
	Iteration 27Q: 3 clusters Score -711566.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -711623.125000 Penalty: 4273.152344
	Iteration 28Q: 3 clusters Score -711623.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -711674.500000 Penalty: 4273.152344
	Iteration 29Q: 3 clusters Score -711674.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -711722.125000 Penalty: 4273.152344
	Iteration 30Q: 3 clusters Score -711722.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -711760.000000 Penalty: 4273.152344
	Iteration 31Q: 3 clusters Score -711760 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -711799.250000 Penalty: 4273.152344
	Iteration 32Q: 3 clusters Score -711799.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -711843.562500 Penalty: 4273.152344
	Iteration 33Q: 3 clusters Score -711843.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -711886.500000 Penalty: 4273.152344
	Iteration 34Q: 3 clusters Score -711886.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -711923.750000 Penalty: 4273.152344
	Iteration 35Q: 3 clusters Score -711923.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -711953.312500 Penalty: 4273.152344
	Iteration 36Q: 3 clusters Score -711953.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -711983.437500 Penalty: 4273.152344
	Iteration 37Q: 3 clusters Score -711983.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -712013.625000 Penalty: 4273.152344
	Iteration 38Q: 3 clusters Score -712013.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -712043.000000 Penalty: 4273.152344
	Iteration 39Q: 3 clusters Score -712043 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -712069.187500 Penalty: 4273.152344
	Iteration 40F: 3 clusters Score -712069.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -712097.312500 Penalty: 4273.152344
	Iteration 41Q: 3 clusters Score -712097.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -712112.750000 Penalty: 4273.152344
	Iteration 42Q: 3 clusters Score -712112.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -712123.937500 Penalty: 4273.152344
	Iteration 43Q: 3 clusters Score -712123.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -712138.625000 Penalty: 4273.152344
	Iteration 44Q: 3 clusters Score -712138.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -712147.687500 Penalty: 4273.152344
	Iteration 45Q: 3 clusters Score -712147.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -712157.437500 Penalty: 4273.152344
	Iteration 46Q: 3 clusters Score -712157.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -712168.250000 Penalty: 4273.152344
	Iteration 47Q: 3 clusters Score -712168.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -712174.187500 Penalty: 4273.152344
	Iteration 48Q: 3 clusters Score -712174.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -712180.312500 Penalty: 4273.152344
	Iteration 49Q: 3 clusters Score -712180.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -712180.312500 Penalty: 4273.152344
	Iteration 50F: 3 clusters Score -712180.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Entering Unmasked Estep 
Score: -1138519.250000 Penalty: 2252.827881
	Iteration 0F: 2 clusters Score -1138519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1131565.125000 Penalty: 4505.655762
	Iteration 0F: 3 clusters Score -1131565 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1133532.250000 Penalty: 4505.655762
	Iteration 1F: 3 clusters Score -1133532 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1133821.750000 Penalty: 4505.655762
	Iteration 2F: 3 clusters Score -1133822 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1134004.750000 Penalty: 4505.655762
	Iteration 3Q: 3 clusters Score -1134005 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1134130.125000 Penalty: 4505.655762
	Iteration 4Q: 3 clusters Score -1134130 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1134215.875000 Penalty: 4505.655762
	Iteration 5Q: 3 clusters Score -1134216 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1134287.875000 Penalty: 4505.655762
	Iteration 6Q: 3 clusters Score -1134288 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1134353.000000 Penalty: 4505.655762
	Iteration 7Q: 3 clusters Score -1134353 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1134407.500000 Penalty: 4505.655762
	Iteration 8Q: 3 clusters Score -1134408 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1134470.500000 Penalty: 4505.655762
	Iteration 9Q: 3 clusters Score -1134470 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1134539.625000 Penalty: 4505.655762
	Iteration 10Q: 3 clusters Score -1134540 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1134631.750000 Penalty: 4505.655762
	Iteration 11Q: 3 clusters Score -1134632 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1134749.000000 Penalty: 4505.655762
	Iteration 12Q: 3 clusters Score -1134749 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1134872.375000 Penalty: 4505.655762
	Iteration 13Q: 3 clusters Score -1134872 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1135001.375000 Penalty: 4505.655762
	Iteration 14Q: 3 clusters Score -1135001 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1135172.000000 Penalty: 4505.655762
	Iteration 15Q: 3 clusters Score -1135172 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1135375.000000 Penalty: 4505.655762
	Iteration 16Q: 3 clusters Score -1135375 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1135603.375000 Penalty: 4505.655762
	Iteration 17Q: 3 clusters Score -1135603 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1135813.375000 Penalty: 4505.655762
	Iteration 18Q: 3 clusters Score -1135813 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1135987.125000 Penalty: 4505.655762
	Iteration 19Q: 3 clusters Score -1135987 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1136122.875000 Penalty: 4505.655762
	Iteration 20F: 3 clusters Score -1136123 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1136241.125000 Penalty: 4505.655762
	Iteration 21Q: 3 clusters Score -1136241 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1136324.250000 Penalty: 4505.655762
	Iteration 22Q: 3 clusters Score -1136324 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1136378.875000 Penalty: 4505.655762
	Iteration 23Q: 3 clusters Score -1136379 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1136418.375000 Penalty: 4505.655762
	Iteration 24Q: 3 clusters Score -1136418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1136446.125000 Penalty: 4505.655762
	Iteration 25Q: 3 clusters Score -1136446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1136469.750000 Penalty: 4505.655762
	Iteration 26Q: 3 clusters Score -1136470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1136497.750000 Penalty: 4505.655762
	Iteration 27Q: 3 clusters Score -1136498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1136512.250000 Penalty: 4505.655762
	Iteration 28Q: 3 clusters Score -1136512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1136518.125000 Penalty: 4505.655762
	Iteration 29Q: 3 clusters Score -1136518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1136519.750000 Penalty: 4505.655762
	Iteration 30Q: 3 clusters Score -1136520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1136523.250000 Penalty: 4505.655762
	Iteration 31Q: 3 clusters Score -1136523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1136524.750000 Penalty: 4505.655762
	Iteration 32Q: 3 clusters Score -1136525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1136525.875000 Penalty: 4505.655762
	Iteration 33Q: 3 clusters Score -1136526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1136527.375000 Penalty: 4505.655762
	Iteration 34Q: 3 clusters Score -1136527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1136527.375000 Penalty: 4505.655762
	Iteration 35F: 3 clusters Score -1136527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Entering Unmasked Estep 
Score: -237602.109375 Penalty: 1878.617798
	Iteration 0F: 2 clusters Score -237602.1 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 956 members 
Entering Unmasked Estep 
Score: -235084.250000 Penalty: 3757.235596
	Iteration 0F: 3 clusters Score -235084.2 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -235557.328125 Penalty: 3757.235596
	Iteration 1F: 3 clusters Score -235557.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -235675.609375 Penalty: 3757.235596
	Iteration 2F: 3 clusters Score -235675.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -235738.421875 Penalty: 3757.235596
	Iteration 3Q: 3 clusters Score -235738.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -235798.937500 Penalty: 3757.235596
	Iteration 4Q: 3 clusters Score -235798.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -235856.656250 Penalty: 3757.235596
	Iteration 5Q: 3 clusters Score -235856.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -235884.500000 Penalty: 3757.235596
	Iteration 6Q: 3 clusters Score -235884.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -235903.312500 Penalty: 3757.235596
	Iteration 7Q: 3 clusters Score -235903.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -235913.578125 Penalty: 3757.235596
	Iteration 8Q: 3 clusters Score -235913.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -235922.093750 Penalty: 3757.235596
	Iteration 9Q: 3 clusters Score -235922.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -235935.140625 Penalty: 3757.235596
	Iteration 10Q: 3 clusters Score -235935.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -235945.187500 Penalty: 3757.235596
	Iteration 11Q: 3 clusters Score -235945.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -235952.468750 Penalty: 3757.235596
	Iteration 12Q: 3 clusters Score -235952.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -235958.000000 Penalty: 3757.235596
	Iteration 13Q: 3 clusters Score -235958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -235964.921875 Penalty: 3757.235596
	Iteration 14Q: 3 clusters Score -235964.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -235970.421875 Penalty: 3757.235596
	Iteration 15Q: 3 clusters Score -235970.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -235975.125000 Penalty: 3757.235596
	Iteration 16Q: 3 clusters Score -235975.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -235977.156250 Penalty: 3757.235596
	Iteration 17Q: 3 clusters Score -235977.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -235980.593750 Penalty: 3757.235596
	Iteration 18Q: 3 clusters Score -235980.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -235981.937500 Penalty: 3757.235596
	Iteration 19Q: 3 clusters Score -235981.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -235985.234375 Penalty: 3757.235596
	Iteration 20F: 3 clusters Score -235985.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -235988.656250 Penalty: 3757.235596
	Iteration 21Q: 3 clusters Score -235988.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -235992.687500 Penalty: 3757.235596
	Iteration 22Q: 3 clusters Score -235992.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -235998.593750 Penalty: 3757.235596
	Iteration 23Q: 3 clusters Score -235998.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -236008.031250 Penalty: 3757.235596
	Iteration 24Q: 3 clusters Score -236008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -236012.515625 Penalty: 3757.235596
	Iteration 25Q: 3 clusters Score -236012.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -236016.781250 Penalty: 3757.235596
	Iteration 26Q: 3 clusters Score -236016.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -236023.765625 Penalty: 3757.235596
	Iteration 27Q: 3 clusters Score -236023.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -236034.734375 Penalty: 3757.235596
	Iteration 28Q: 3 clusters Score -236034.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -236038.953125 Penalty: 3757.235596
	Iteration 29Q: 3 clusters Score -236039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -236041.750000 Penalty: 3757.235596
	Iteration 30Q: 3 clusters Score -236041.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -236042.000000 Penalty: 3757.235596
	Iteration 31Q: 3 clusters Score -236042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -236042.000000 Penalty: 3757.235596
	Iteration 32F: 3 clusters Score -236042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 103314 members 
Mstep: Class 3 contains 26048 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 3633 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9389 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8727 members 
Mstep: Class 19 contains 20316 members 
Mstep: Class 20 contains 20829 members 
Mstep: Class 21 contains 10165 members 
Mstep: Class 22 contains 5515 members 
Mstep: Class 23 contains 8813 members 
Mstep: Class 24 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57724652.000000 Penalty: 71155.500000
Iteration 79Q: 23 clusters Score -5.772465e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 103614 members 
Mstep: Class 3 contains 26086 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 3875 members 
Mstep: Class 11 contains 275 members 
Mstep: Class 12 contains 209378 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9409 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8718 members 
Mstep: Class 19 contains 20348 members 
Mstep: Class 20 contains 20890 members 
Mstep: Class 21 contains 10175 members 
Mstep: Class 22 contains 5529 members 
Mstep: Class 23 contains 8824 members 
Mstep: Class 24 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57725328.000000 Penalty: 71155.500000
Iteration 80F: 23 clusters Score -5.772533e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 103572 members 
Mstep: Class 3 contains 26033 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 4024 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 209611 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9392 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8696 members 
Mstep: Class 19 contains 20207 members 
Mstep: Class 20 contains 20877 members 
Mstep: Class 21 contains 10143 members 
Mstep: Class 22 contains 5518 members 
Mstep: Class 23 contains 8809 members 
Mstep: Class 24 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57725448.000000 Penalty: 71155.500000
Iteration 81Q: 23 clusters Score -5.772545e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 103565 members 
Mstep: Class 3 contains 26028 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 4182 members 
Mstep: Class 11 contains 282 members 
Mstep: Class 12 contains 209607 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9375 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8669 members 
Mstep: Class 19 contains 20144 members 
Mstep: Class 20 contains 20887 members 
Mstep: Class 21 contains 10117 members 
Mstep: Class 22 contains 5523 members 
Mstep: Class 23 contains 8797 members 
Mstep: Class 24 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57725496.000000 Penalty: 71155.500000
Iteration 82Q: 23 clusters Score -5.77255e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 103549 members 
Mstep: Class 3 contains 26025 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 484 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 4342 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 209587 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9373 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8638 members 
Mstep: Class 19 contains 20108 members 
Mstep: Class 20 contains 20891 members 
Mstep: Class 21 contains 10100 members 
Mstep: Class 22 contains 5530 members 
Mstep: Class 23 contains 8776 members 
Mstep: Class 24 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57725528.000000 Penalty: 71155.500000
Iteration 83Q: 23 clusters Score -5.772553e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 103540 members 
Mstep: Class 3 contains 26033 members 
Mstep: Class 4 contains 484 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 4486 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 209551 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9363 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8619 members 
Mstep: Class 19 contains 20082 members 
Mstep: Class 20 contains 20894 members 
Mstep: Class 21 contains 10089 members 
Mstep: Class 22 contains 5525 members 
Mstep: Class 23 contains 8765 members 
Mstep: Class 24 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57725588.000000 Penalty: 71155.500000
Iteration 84Q: 23 clusters Score -5.772559e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 103533 members 
Mstep: Class 3 contains 26042 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 479 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 4605 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 209511 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9361 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8598 members 
Mstep: Class 19 contains 20058 members 
Mstep: Class 20 contains 20916 members 
Mstep: Class 21 contains 10068 members 
Mstep: Class 22 contains 5523 members 
Mstep: Class 23 contains 8753 members 
Mstep: Class 24 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57725668.000000 Penalty: 71155.500000
Iteration 85Q: 23 clusters Score -5.772567e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 103545 members 
Mstep: Class 3 contains 26042 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 4702 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 209456 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9363 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8576 members 
Mstep: Class 19 contains 20041 members 
Mstep: Class 20 contains 20934 members 
Mstep: Class 21 contains 10058 members 
Mstep: Class 22 contains 5525 members 
Mstep: Class 23 contains 8741 members 
Mstep: Class 24 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57725744.000000 Penalty: 71155.500000
Iteration 86Q: 23 clusters Score -5.772574e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 103557 members 
Mstep: Class 3 contains 26052 members 
Mstep: Class 4 contains 494 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 472 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 4806 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 209386 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9362 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8556 members 
Mstep: Class 19 contains 20029 members 
Mstep: Class 20 contains 20940 members 
Mstep: Class 21 contains 10042 members 
Mstep: Class 22 contains 5531 members 
Mstep: Class 23 contains 8736 members 
Mstep: Class 24 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57725844.000000 Penalty: 71155.500000
Iteration 87Q: 23 clusters Score -5.772584e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 103563 members 
Mstep: Class 3 contains 26068 members 
Mstep: Class 4 contains 498 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 468 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 4885 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 209309 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9359 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8542 members 
Mstep: Class 19 contains 20019 members 
Mstep: Class 20 contains 20955 members 
Mstep: Class 21 contains 10033 members 
Mstep: Class 22 contains 5538 members 
Mstep: Class 23 contains 8735 members 
Mstep: Class 24 contains 1948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57725936.000000 Penalty: 71155.500000
Iteration 88Q: 23 clusters Score -5.772594e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 103567 members 
Mstep: Class 3 contains 26072 members 
Mstep: Class 4 contains 500 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 466 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 4963 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 209252 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9357 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8527 members 
Mstep: Class 19 contains 20004 members 
Mstep: Class 20 contains 20964 members 
Mstep: Class 21 contains 10032 members 
Mstep: Class 22 contains 5546 members 
Mstep: Class 23 contains 8733 members 
Mstep: Class 24 contains 1948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57725908.000000 Penalty: 71155.500000
Iteration 89Q: 23 clusters Score -5.772591e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 103563 members 
Mstep: Class 3 contains 26074 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5026 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 209239 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9355 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8505 members 
Mstep: Class 19 contains 19992 members 
Mstep: Class 20 contains 20971 members 
Mstep: Class 21 contains 10020 members 
Mstep: Class 22 contains 5547 members 
Mstep: Class 23 contains 8736 members 
Mstep: Class 24 contains 1948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57725984.000000 Penalty: 71155.500000
Iteration 90Q: 23 clusters Score -5.772598e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 103575 members 
Mstep: Class 3 contains 26076 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5088 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 209211 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9356 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8485 members 
Mstep: Class 19 contains 19977 members 
Mstep: Class 20 contains 20977 members 
Mstep: Class 21 contains 10008 members 
Mstep: Class 22 contains 5550 members 
Mstep: Class 23 contains 8737 members 
Mstep: Class 24 contains 1948 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 91Q: 23 clusters Score -5.772613e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 103574 members 
Mstep: Class 3 contains 26079 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5138 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 209172 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9361 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8465 members 
Mstep: Class 19 contains 19965 members 
Mstep: Class 20 contains 20985 members 
Mstep: Class 21 contains 10005 members 
Mstep: Class 22 contains 5553 members 
Mstep: Class 23 contains 8745 members 
Mstep: Class 24 contains 1948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726180.000000 Penalty: 71155.500000
Iteration 92Q: 23 clusters Score -5.772618e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 103573 members 
Mstep: Class 3 contains 26084 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5181 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 209141 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9366 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8457 members 
Mstep: Class 19 contains 19957 members 
Mstep: Class 20 contains 20989 members 
Mstep: Class 21 contains 10000 members 
Mstep: Class 22 contains 5551 members 
Mstep: Class 23 contains 8746 members 
Mstep: Class 24 contains 1948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726184.000000 Penalty: 71155.500000
Iteration 93Q: 23 clusters Score -5.772618e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 103579 members 
Mstep: Class 3 contains 26091 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5215 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 209102 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9367 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8451 members 
Mstep: Class 19 contains 19952 members 
Mstep: Class 20 contains 20991 members 
Mstep: Class 21 contains 10001 members 
Mstep: Class 22 contains 5554 members 
Mstep: Class 23 contains 8745 members 
Mstep: Class 24 contains 1948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726268.000000 Penalty: 71155.500000
Iteration 94Q: 23 clusters Score -5.772627e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 103590 members 
Mstep: Class 3 contains 26095 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5255 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 209054 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9369 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8442 members 
Mstep: Class 19 contains 19946 members 
Mstep: Class 20 contains 20993 members 
Mstep: Class 21 contains 10004 members 
Mstep: Class 22 contains 5556 members 
Mstep: Class 23 contains 8748 members 
Mstep: Class 24 contains 1948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726264.000000 Penalty: 71155.500000
Iteration 95Q: 23 clusters Score -5.772626e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 103597 members 
Mstep: Class 3 contains 26101 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5286 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 209019 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9370 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8432 members 
Mstep: Class 19 contains 19941 members 
Mstep: Class 20 contains 20995 members 
Mstep: Class 21 contains 10008 members 
Mstep: Class 22 contains 5553 members 
Mstep: Class 23 contains 8747 members 
Mstep: Class 24 contains 1948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726292.000000 Penalty: 71155.500000
Iteration 96Q: 23 clusters Score -5.772629e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 103595 members 
Mstep: Class 3 contains 26109 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5319 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208992 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9369 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8424 members 
Mstep: Class 19 contains 19936 members 
Mstep: Class 20 contains 20999 members 
Mstep: Class 21 contains 10007 members 
Mstep: Class 22 contains 5554 members 
Mstep: Class 23 contains 8748 members 
Mstep: Class 24 contains 1948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726300.000000 Penalty: 71155.500000
Iteration 97Q: 23 clusters Score -5.77263e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 103592 members 
Mstep: Class 3 contains 26113 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5356 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208965 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9367 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8418 members 
Mstep: Class 19 contains 19933 members 
Mstep: Class 20 contains 21005 members 
Mstep: Class 21 contains 10005 members 
Mstep: Class 22 contains 5561 members 
Mstep: Class 23 contains 8747 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726368.000000 Penalty: 71155.500000
Iteration 98Q: 23 clusters Score -5.772637e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 103594 members 
Mstep: Class 3 contains 26122 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5389 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208931 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9367 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8412 members 
Mstep: Class 19 contains 19930 members 
Mstep: Class 20 contains 21007 members 
Mstep: Class 21 contains 10003 members 
Mstep: Class 22 contains 5566 members 
Mstep: Class 23 contains 8745 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726384.000000 Penalty: 71155.500000
Iteration 99Q: 23 clusters Score -5.772638e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 103599 members 
Mstep: Class 3 contains 26131 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5413 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208901 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9367 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8407 members 
Mstep: Class 19 contains 19931 members 
Mstep: Class 20 contains 21004 members 
Mstep: Class 21 contains 10004 members 
Mstep: Class 22 contains 5568 members 
Mstep: Class 23 contains 8744 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726312.000000 Penalty: 71155.500000
Iteration 100F: 23 clusters Score -5.772631e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 103606 members 
Mstep: Class 3 contains 26133 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5439 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208863 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9366 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8401 members 
Mstep: Class 19 contains 19926 members 
Mstep: Class 20 contains 21008 members 
Mstep: Class 21 contains 10013 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 8744 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726392.000000 Penalty: 71155.500000
Iteration 101Q: 23 clusters Score -5.772639e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 103613 members 
Mstep: Class 3 contains 26140 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5470 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208827 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8395 members 
Mstep: Class 19 contains 19923 members 
Mstep: Class 20 contains 21010 members 
Mstep: Class 21 contains 10011 members 
Mstep: Class 22 contains 5573 members 
Mstep: Class 23 contains 8744 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726424.000000 Penalty: 71155.500000
Iteration 102Q: 23 clusters Score -5.772642e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 103615 members 
Mstep: Class 3 contains 26143 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5491 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208813 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8389 members 
Mstep: Class 19 contains 19921 members 
Mstep: Class 20 contains 21007 members 
Mstep: Class 21 contains 10013 members 
Mstep: Class 22 contains 5572 members 
Mstep: Class 23 contains 8745 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726464.000000 Penalty: 71155.500000
Iteration 103Q: 23 clusters Score -5.772646e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 103620 members 
Mstep: Class 3 contains 26146 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5515 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208782 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9364 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8384 members 
Mstep: Class 19 contains 19920 members 
Mstep: Class 20 contains 21006 members 
Mstep: Class 21 contains 10019 members 
Mstep: Class 22 contains 5573 members 
Mstep: Class 23 contains 8744 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726464.000000 Penalty: 71155.500000
Iteration 104Q: 23 clusters Score -5.772646e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 103619 members 
Mstep: Class 3 contains 26151 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5535 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208771 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9364 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8375 members 
Mstep: Class 19 contains 19917 members 
Mstep: Class 20 contains 21006 members 
Mstep: Class 21 contains 10022 members 
Mstep: Class 22 contains 5573 members 
Mstep: Class 23 contains 8744 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726400.000000 Penalty: 71155.500000
Iteration 105Q: 23 clusters Score -5.77264e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 103619 members 
Mstep: Class 3 contains 26154 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5549 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208760 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9361 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8372 members 
Mstep: Class 19 contains 19917 members 
Mstep: Class 20 contains 21004 members 
Mstep: Class 21 contains 10022 members 
Mstep: Class 22 contains 5574 members 
Mstep: Class 23 contains 8742 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
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Iteration 106Q: 23 clusters Score -5.772643e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 103620 members 
Mstep: Class 3 contains 26156 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5568 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208738 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9361 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8366 members 
Mstep: Class 19 contains 19915 members 
Mstep: Class 20 contains 21004 members 
Mstep: Class 21 contains 10024 members 
Mstep: Class 22 contains 5575 members 
Mstep: Class 23 contains 8743 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
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Iteration 107Q: 23 clusters Score -5.772647e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 103629 members 
Mstep: Class 3 contains 26155 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5585 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208717 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9361 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8362 members 
Mstep: Class 19 contains 19912 members 
Mstep: Class 20 contains 21002 members 
Mstep: Class 21 contains 10025 members 
Mstep: Class 22 contains 5575 members 
Mstep: Class 23 contains 8745 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
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Iteration 108Q: 23 clusters Score -5.772645e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 103636 members 
Mstep: Class 3 contains 26159 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5593 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208693 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9361 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8356 members 
Mstep: Class 19 contains 19913 members 
Mstep: Class 20 contains 21006 members 
Mstep: Class 21 contains 10026 members 
Mstep: Class 22 contains 5575 members 
Mstep: Class 23 contains 8748 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 109Q: 23 clusters Score -5.772649e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 103646 members 
Mstep: Class 3 contains 26160 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5598 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208681 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9360 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8352 members 
Mstep: Class 19 contains 19912 members 
Mstep: Class 20 contains 21009 members 
Mstep: Class 21 contains 10028 members 
Mstep: Class 22 contains 5575 members 
Mstep: Class 23 contains 8748 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 110Q: 23 clusters Score -5.772646e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 103659 members 
Mstep: Class 3 contains 26162 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5606 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208669 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9360 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8344 members 
Mstep: Class 19 contains 19910 members 
Mstep: Class 20 contains 21010 members 
Mstep: Class 21 contains 10029 members 
Mstep: Class 22 contains 5575 members 
Mstep: Class 23 contains 8745 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726440.000000 Penalty: 71155.500000
Iteration 111Q: 23 clusters Score -5.772644e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 103666 members 
Mstep: Class 3 contains 26164 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5611 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208660 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9359 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8341 members 
Mstep: Class 19 contains 19911 members 
Mstep: Class 20 contains 21013 members 
Mstep: Class 21 contains 10028 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8743 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726452.000000 Penalty: 71155.500000
Iteration 112Q: 23 clusters Score -5.772645e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 103668 members 
Mstep: Class 3 contains 26166 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5615 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208653 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9360 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8336 members 
Mstep: Class 19 contains 19911 members 
Mstep: Class 20 contains 21016 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5577 members 
Mstep: Class 23 contains 8743 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726428.000000 Penalty: 71155.500000
Iteration 113Q: 23 clusters Score -5.772643e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 103678 members 
Mstep: Class 3 contains 26166 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5621 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208653 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9361 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8328 members 
Mstep: Class 19 contains 19911 members 
Mstep: Class 20 contains 21016 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5577 members 
Mstep: Class 23 contains 8740 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726468.000000 Penalty: 71155.500000
Iteration 114Q: 23 clusters Score -5.772647e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 103684 members 
Mstep: Class 3 contains 26167 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5627 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208643 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9361 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8323 members 
Mstep: Class 19 contains 19910 members 
Mstep: Class 20 contains 21017 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5577 members 
Mstep: Class 23 contains 8739 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726448.000000 Penalty: 71155.500000
Iteration 115Q: 23 clusters Score -5.772645e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 103693 members 
Mstep: Class 3 contains 26167 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5636 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208636 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9361 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8315 members 
Mstep: Class 19 contains 19911 members 
Mstep: Class 20 contains 21019 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8740 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726416.000000 Penalty: 71155.500000
Iteration 116Q: 23 clusters Score -5.772642e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 103702 members 
Mstep: Class 3 contains 26167 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5649 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208622 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9361 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8311 members 
Mstep: Class 19 contains 19910 members 
Mstep: Class 20 contains 21019 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8740 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726336.000000 Penalty: 71155.500000
Iteration 117Q: 23 clusters Score -5.772634e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 103703 members 
Mstep: Class 3 contains 26167 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5665 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208613 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9361 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8308 members 
Mstep: Class 19 contains 19908 members 
Mstep: Class 20 contains 21016 members 
Mstep: Class 21 contains 10026 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8741 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726352.000000 Penalty: 71155.500000
Iteration 118Q: 23 clusters Score -5.772635e+07 nChanged 28
Entering ConstructFrom: 
Score: -57726352.000000 Penalty: 71155.500000
Entering ConstructFrom: 
Trying to split cluster 1 (25589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Entering Unmasked Estep 
Score: -3298136.250000 Penalty: 2517.179688
	Iteration 0F: 2 clusters Score -3298136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -3280459.250000 Penalty: 5034.359375
	Iteration 0F: 3 clusters Score -3280459 nChanged 11336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -3286835.250000 Penalty: 5034.359375
	Iteration 1F: 3 clusters Score -3286835 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -3287674.000000 Penalty: 5034.359375
	Iteration 2F: 3 clusters Score -3287674 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -3288590.000000 Penalty: 5034.359375
	Iteration 3F: 3 clusters Score -3288590 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -3289577.000000 Penalty: 5034.359375
	Iteration 4F: 3 clusters Score -3289577 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -3290713.750000 Penalty: 5034.359375
	Iteration 5F: 3 clusters Score -3290714 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -3291849.750000 Penalty: 5034.359375
	Iteration 6F: 3 clusters Score -3291850 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -3292999.250000 Penalty: 5034.359375
	Iteration 7F: 3 clusters Score -3292999 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -3294282.500000 Penalty: 5034.359375
	Iteration 8F: 3 clusters Score -3294282 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -3295496.000000 Penalty: 5034.359375
	Iteration 9F: 3 clusters Score -3295496 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -3296315.250000 Penalty: 5034.359375
	Iteration 10Q: 3 clusters Score -3296315 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -3296748.250000 Penalty: 5034.359375
	Iteration 11Q: 3 clusters Score -3296748 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -3296986.250000 Penalty: 5034.359375
	Iteration 12Q: 3 clusters Score -3296986 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -3297140.500000 Penalty: 5034.359375
	Iteration 13Q: 3 clusters Score -3297140 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -3297215.500000 Penalty: 5034.359375
	Iteration 14Q: 3 clusters Score -3297216 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -3297276.000000 Penalty: 5034.359375
	Iteration 15Q: 3 clusters Score -3297276 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -3297320.250000 Penalty: 5034.359375
	Iteration 16Q: 3 clusters Score -3297320 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -3297344.250000 Penalty: 5034.359375
	Iteration 17Q: 3 clusters Score -3297344 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -3297359.250000 Penalty: 5034.359375
	Iteration 18Q: 3 clusters Score -3297359 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -3297387.500000 Penalty: 5034.359375
	Iteration 19Q: 3 clusters Score -3297388 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -3297403.250000 Penalty: 5034.359375
	Iteration 20F: 3 clusters Score -3297403 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -3297413.000000 Penalty: 5034.359375
	Iteration 21Q: 3 clusters Score -3297413 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -3297414.000000 Penalty: 5034.359375
	Iteration 22Q: 3 clusters Score -3297414 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -3297415.750000 Penalty: 5034.359375
	Iteration 23Q: 3 clusters Score -3297416 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -3297417.750000 Penalty: 5034.359375
	Iteration 24Q: 3 clusters Score -3297418 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -3297419.500000 Penalty: 5034.359375
	Iteration 25Q: 3 clusters Score -3297420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -3297419.500000 Penalty: 5034.359375
	Iteration 26Q: 3 clusters Score -3297420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -3297426.500000 Penalty: 5034.359375
	Iteration 27Q: 3 clusters Score -3297426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -3297430.750000 Penalty: 5034.359375
	Iteration 28Q: 3 clusters Score -3297431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -3297432.000000 Penalty: 5034.359375
	Iteration 29Q: 3 clusters Score -3297432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -3297434.000000 Penalty: 5034.359375
	Iteration 30Q: 3 clusters Score -3297434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -3297436.750000 Penalty: 5034.359375
	Iteration 31Q: 3 clusters Score -3297437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -3297439.250000 Penalty: 5034.359375
	Iteration 32Q: 3 clusters Score -3297439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -3297438.000000 Penalty: 5034.359375
	Iteration 33Q: 3 clusters Score -3297438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -3297442.750000 Penalty: 5034.359375
	Iteration 34Q: 3 clusters Score -3297443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -3297441.250000 Penalty: 5034.359375
	Iteration 35Q: 3 clusters Score -3297441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -3297441.500000 Penalty: 5034.359375
	Iteration 36Q: 3 clusters Score -3297442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -3297442.000000 Penalty: 5034.359375
	Iteration 37Q: 3 clusters Score -3297442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -3297442.000000 Penalty: 5034.359375
	Iteration 38F: 3 clusters Score -3297442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (103705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103705 members 
Entering Unmasked Estep 
Score: -13306039.000000 Penalty: 2864.227783
	Iteration 0F: 2 clusters Score -1.330604e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51803 members 
Mstep: Class 2 contains 51902 members 
Entering Unmasked Estep 
Score: -13236623.000000 Penalty: 5728.455566
	Iteration 0F: 3 clusters Score -1.323662e+07 nChanged 49179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50820 members 
Mstep: Class 2 contains 52885 members 
Entering Unmasked Estep 
Score: -13264746.000000 Penalty: 5728.455566
	Iteration 1F: 3 clusters Score -1.326475e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49914 members 
Mstep: Class 2 contains 53791 members 
Entering Unmasked Estep 
Score: -13265386.000000 Penalty: 5728.455566
	Iteration 2Q: 3 clusters Score -1.326539e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 55196 members 
Entering Unmasked Estep 
Score: -13266416.000000 Penalty: 5728.455566
	Iteration 3Q: 3 clusters Score -1.326642e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46387 members 
Mstep: Class 2 contains 57318 members 
Entering Unmasked Estep 
Score: -13268075.000000 Penalty: 5728.455566
	Iteration 4Q: 3 clusters Score -1.326808e+07 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 60600 members 
Entering Unmasked Estep 
Score: -13270670.000000 Penalty: 5728.455566
	Iteration 5F: 3 clusters Score -1.327067e+07 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 65380 members 
Entering Unmasked Estep 
Score: -13274773.000000 Penalty: 5728.455566
	Iteration 6F: 3 clusters Score -1.327477e+07 nChanged 7898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 71606 members 
Entering Unmasked Estep 
Score: -13280847.000000 Penalty: 5728.455566
	Iteration 7F: 3 clusters Score -1.328085e+07 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 78478 members 
Entering Unmasked Estep 
Score: -13288179.000000 Penalty: 5728.455566
	Iteration 8F: 3 clusters Score -1.328818e+07 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 84202 members 
Entering Unmasked Estep 
Score: -13295116.000000 Penalty: 5728.455566
	Iteration 9F: 3 clusters Score -1.329512e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 87615 members 
Entering Unmasked Estep 
Score: -13300070.000000 Penalty: 5728.455566
	Iteration 10Q: 3 clusters Score -1.330007e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 89333 members 
Entering Unmasked Estep 
Score: -13302959.000000 Penalty: 5728.455566
	Iteration 11Q: 3 clusters Score -1.330296e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 90298 members 
Entering Unmasked Estep 
Score: -13304307.000000 Penalty: 5728.455566
	Iteration 12Q: 3 clusters Score -1.330431e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 90956 members 
Entering Unmasked Estep 
Score: -13304885.000000 Penalty: 5728.455566
	Iteration 13Q: 3 clusters Score -1.330488e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 91380 members 
Entering Unmasked Estep 
Score: -13305223.000000 Penalty: 5728.455566
	Iteration 14Q: 3 clusters Score -1.330522e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 91684 members 
Entering Unmasked Estep 
Score: -13305350.000000 Penalty: 5728.455566
	Iteration 15Q: 3 clusters Score -1.330535e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 91888 members 
Entering Unmasked Estep 
Score: -13305353.000000 Penalty: 5728.455566
	Iteration 16Q: 3 clusters Score -1.330535e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 92036 members 
Entering Unmasked Estep 
Score: -13305381.000000 Penalty: 5728.455566
	Iteration 17Q: 3 clusters Score -1.330538e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 92181 members 
Entering Unmasked Estep 
Score: -13305425.000000 Penalty: 5728.455566
	Iteration 18Q: 3 clusters Score -1.330542e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 92296 members 
Entering Unmasked Estep 
Score: -13305480.000000 Penalty: 5728.455566
	Iteration 19Q: 3 clusters Score -1.330548e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 92388 members 
Entering Unmasked Estep 
Score: -13305484.000000 Penalty: 5728.455566
	Iteration 20F: 3 clusters Score -1.330548e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 92457 members 
Entering Unmasked Estep 
Score: -13305497.000000 Penalty: 5728.455566
	Iteration 21Q: 3 clusters Score -1.33055e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 92525 members 
Entering Unmasked Estep 
Score: -13305509.000000 Penalty: 5728.455566
	Iteration 22Q: 3 clusters Score -1.330551e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 92584 members 
Entering Unmasked Estep 
Score: -13305507.000000 Penalty: 5728.455566
	Iteration 23Q: 3 clusters Score -1.330551e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 92634 members 
Entering Unmasked Estep 
Score: -13305527.000000 Penalty: 5728.455566
	Iteration 24Q: 3 clusters Score -1.330553e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 92679 members 
Entering Unmasked Estep 
Score: -13305541.000000 Penalty: 5728.455566
	Iteration 25Q: 3 clusters Score -1.330554e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 92714 members 
Entering Unmasked Estep 
Score: -13305533.000000 Penalty: 5728.455566
	Iteration 26Q: 3 clusters Score -1.330553e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 92739 members 
Entering Unmasked Estep 
Score: -13305532.000000 Penalty: 5728.455566
	Iteration 27Q: 3 clusters Score -1.330553e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 92764 members 
Entering Unmasked Estep 
Score: -13305540.000000 Penalty: 5728.455566
	Iteration 28Q: 3 clusters Score -1.330554e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 92794 members 
Entering Unmasked Estep 
Score: -13305549.000000 Penalty: 5728.455566
	Iteration 29Q: 3 clusters Score -1.330555e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 92826 members 
Entering Unmasked Estep 
Score: -13305573.000000 Penalty: 5728.455566
	Iteration 30Q: 3 clusters Score -1.330557e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 92852 members 
Entering Unmasked Estep 
Score: -13305571.000000 Penalty: 5728.455566
	Iteration 31Q: 3 clusters Score -1.330557e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 92876 members 
Entering Unmasked Estep 
Score: -13305558.000000 Penalty: 5728.455566
	Iteration 32Q: 3 clusters Score -1.330556e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 92907 members 
Entering Unmasked Estep 
Score: -13305578.000000 Penalty: 5728.455566
	Iteration 33Q: 3 clusters Score -1.330558e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 92934 members 
Entering Unmasked Estep 
Score: -13305582.000000 Penalty: 5728.455566
	Iteration 34Q: 3 clusters Score -1.330558e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 92956 members 
Entering Unmasked Estep 
Score: -13305591.000000 Penalty: 5728.455566
	Iteration 35Q: 3 clusters Score -1.330559e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 92973 members 
Entering Unmasked Estep 
Score: -13305594.000000 Penalty: 5728.455566
	Iteration 36Q: 3 clusters Score -1.330559e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 92993 members 
Entering Unmasked Estep 
Score: -13305603.000000 Penalty: 5728.455566
	Iteration 37Q: 3 clusters Score -1.33056e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 93009 members 
Entering Unmasked Estep 
Score: -13305598.000000 Penalty: 5728.455566
	Iteration 38Q: 3 clusters Score -1.33056e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 93028 members 
Entering Unmasked Estep 
Score: -13305594.000000 Penalty: 5728.455566
	Iteration 39Q: 3 clusters Score -1.330559e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 93047 members 
Entering Unmasked Estep 
Score: -13305611.000000 Penalty: 5728.455566
	Iteration 40F: 3 clusters Score -1.330561e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 93063 members 
Entering Unmasked Estep 
Score: -13305607.000000 Penalty: 5728.455566
	Iteration 41Q: 3 clusters Score -1.330561e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 93084 members 
Entering Unmasked Estep 
Score: -13305600.000000 Penalty: 5728.455566
	Iteration 42Q: 3 clusters Score -1.33056e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 93100 members 
Entering Unmasked Estep 
Score: -13305604.000000 Penalty: 5728.455566
	Iteration 43Q: 3 clusters Score -1.33056e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 93117 members 
Entering Unmasked Estep 
Score: -13305605.000000 Penalty: 5728.455566
	Iteration 44Q: 3 clusters Score -1.33056e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 93137 members 
Entering Unmasked Estep 
Score: -13305581.000000 Penalty: 5728.455566
	Iteration 45Q: 3 clusters Score -1.330558e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 93157 members 
Entering Unmasked Estep 
Score: -13305589.000000 Penalty: 5728.455566
	Iteration 46Q: 3 clusters Score -1.330559e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 93175 members 
Entering Unmasked Estep 
Score: -13305574.000000 Penalty: 5728.455566
	Iteration 47Q: 3 clusters Score -1.330557e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 93193 members 
Entering Unmasked Estep 
Score: -13305564.000000 Penalty: 5728.455566
	Iteration 48Q: 3 clusters Score -1.330556e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 93207 members 
Entering Unmasked Estep 
Score: -13305576.000000 Penalty: 5728.455566
	Iteration 49Q: 3 clusters Score -1.330558e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 93224 members 
Entering Unmasked Estep 
Score: -13305582.000000 Penalty: 5728.455566
	Iteration 50Q: 3 clusters Score -1.330558e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 93244 members 
Entering Unmasked Estep 
Score: -13305563.000000 Penalty: 5728.455566
	Iteration 51Q: 3 clusters Score -1.330556e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 93262 members 
Entering Unmasked Estep 
Score: -13305572.000000 Penalty: 5728.455566
	Iteration 52Q: 3 clusters Score -1.330557e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 93279 members 
Entering Unmasked Estep 
Score: -13305573.000000 Penalty: 5728.455566
	Iteration 53Q: 3 clusters Score -1.330557e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 93294 members 
Entering Unmasked Estep 
Score: -13305576.000000 Penalty: 5728.455566
	Iteration 54Q: 3 clusters Score -1.330558e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 93307 members 
Entering Unmasked Estep 
Score: -13305578.000000 Penalty: 5728.455566
	Iteration 55Q: 3 clusters Score -1.330558e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 93327 members 
Entering Unmasked Estep 
Score: -13305591.000000 Penalty: 5728.455566
	Iteration 56Q: 3 clusters Score -1.330559e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 93355 members 
Entering Unmasked Estep 
Score: -13305571.000000 Penalty: 5728.455566
	Iteration 57Q: 3 clusters Score -1.330557e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 93387 members 
Entering Unmasked Estep 
Score: -13305584.000000 Penalty: 5728.455566
	Iteration 58Q: 3 clusters Score -1.330558e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 93427 members 
Entering Unmasked Estep 
Score: -13305581.000000 Penalty: 5728.455566
	Iteration 59Q: 3 clusters Score -1.330558e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 93451 members 
Entering Unmasked Estep 
Score: -13305576.000000 Penalty: 5728.455566
	Iteration 60F: 3 clusters Score -1.330558e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 93475 members 
Entering Unmasked Estep 
Score: -13305575.000000 Penalty: 5728.455566
	Iteration 61Q: 3 clusters Score -1.330558e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 93493 members 
Entering Unmasked Estep 
Score: -13305572.000000 Penalty: 5728.455566
	Iteration 62Q: 3 clusters Score -1.330557e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 93513 members 
Entering Unmasked Estep 
Score: -13305578.000000 Penalty: 5728.455566
	Iteration 63Q: 3 clusters Score -1.330558e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 93537 members 
Entering Unmasked Estep 
Score: -13305576.000000 Penalty: 5728.455566
	Iteration 64Q: 3 clusters Score -1.330558e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 93549 members 
Entering Unmasked Estep 
Score: -13305579.000000 Penalty: 5728.455566
	Iteration 65Q: 3 clusters Score -1.330558e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 93560 members 
Entering Unmasked Estep 
Score: -13305573.000000 Penalty: 5728.455566
	Iteration 66Q: 3 clusters Score -1.330557e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 93576 members 
Entering Unmasked Estep 
Score: -13305578.000000 Penalty: 5728.455566
	Iteration 67Q: 3 clusters Score -1.330558e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 93586 members 
Entering Unmasked Estep 
Score: -13305567.000000 Penalty: 5728.455566
	Iteration 68Q: 3 clusters Score -1.330557e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 93598 members 
Entering Unmasked Estep 
Score: -13305567.000000 Penalty: 5728.455566
	Iteration 69Q: 3 clusters Score -1.330557e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 93609 members 
Entering Unmasked Estep 
Score: -13305587.000000 Penalty: 5728.455566
	Iteration 70Q: 3 clusters Score -1.330559e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 93624 members 
Entering Unmasked Estep 
Score: -13305572.000000 Penalty: 5728.455566
	Iteration 71Q: 3 clusters Score -1.330557e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 93641 members 
Entering Unmasked Estep 
Score: -13305584.000000 Penalty: 5728.455566
	Iteration 72Q: 3 clusters Score -1.330558e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 93656 members 
Entering Unmasked Estep 
Score: -13305589.000000 Penalty: 5728.455566
	Iteration 73Q: 3 clusters Score -1.330559e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 93671 members 
Entering Unmasked Estep 
Score: -13305592.000000 Penalty: 5728.455566
	Iteration 74Q: 3 clusters Score -1.330559e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 93685 members 
Entering Unmasked Estep 
Score: -13305600.000000 Penalty: 5728.455566
	Iteration 75Q: 3 clusters Score -1.33056e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 93701 members 
Entering Unmasked Estep 
Score: -13305604.000000 Penalty: 5728.455566
	Iteration 76Q: 3 clusters Score -1.33056e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 93722 members 
Entering Unmasked Estep 
Score: -13305582.000000 Penalty: 5728.455566
	Iteration 77Q: 3 clusters Score -1.330558e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 93737 members 
Entering Unmasked Estep 
Score: -13305611.000000 Penalty: 5728.455566
	Iteration 78Q: 3 clusters Score -1.330561e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 93750 members 
Entering Unmasked Estep 
Score: -13305615.000000 Penalty: 5728.455566
	Iteration 79Q: 3 clusters Score -1.330562e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 93760 members 
Entering Unmasked Estep 
Score: -13305621.000000 Penalty: 5728.455566
	Iteration 80F: 3 clusters Score -1.330562e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 93768 members 
Entering Unmasked Estep 
Score: -13305613.000000 Penalty: 5728.455566
	Iteration 81Q: 3 clusters Score -1.330561e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 93778 members 
Entering Unmasked Estep 
Score: -13305617.000000 Penalty: 5728.455566
	Iteration 82Q: 3 clusters Score -1.330562e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 93786 members 
Entering Unmasked Estep 
Score: -13305626.000000 Penalty: 5728.455566
	Iteration 83Q: 3 clusters Score -1.330563e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 93796 members 
Entering Unmasked Estep 
Score: -13305642.000000 Penalty: 5728.455566
	Iteration 84Q: 3 clusters Score -1.330564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 93800 members 
Entering Unmasked Estep 
Score: -13305649.000000 Penalty: 5728.455566
	Iteration 85Q: 3 clusters Score -1.330565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 93803 members 
Entering Unmasked Estep 
Score: -13305644.000000 Penalty: 5728.455566
	Iteration 86Q: 3 clusters Score -1.330564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 93805 members 
Entering Unmasked Estep 
Score: -13305645.000000 Penalty: 5728.455566
	Iteration 87Q: 3 clusters Score -1.330564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 93807 members 
Entering Unmasked Estep 
Score: -13305644.000000 Penalty: 5728.455566
	Iteration 88Q: 3 clusters Score -1.330564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 93811 members 
Entering Unmasked Estep 
Score: -13305652.000000 Penalty: 5728.455566
	Iteration 89Q: 3 clusters Score -1.330565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 93814 members 
Entering Unmasked Estep 
Score: -13305648.000000 Penalty: 5728.455566
	Iteration 90Q: 3 clusters Score -1.330565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 93816 members 
Entering Unmasked Estep 
Score: -13305657.000000 Penalty: 5728.455566
	Iteration 91Q: 3 clusters Score -1.330566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 93817 members 
Entering Unmasked Estep 
Score: -13305657.000000 Penalty: 5728.455566
	Iteration 92Q: 3 clusters Score -1.330566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 93819 members 
Entering Unmasked Estep 
Score: -13305653.000000 Penalty: 5728.455566
	Iteration 93Q: 3 clusters Score -1.330565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 93821 members 
Entering Unmasked Estep 
Score: -13305649.000000 Penalty: 5728.455566
	Iteration 94Q: 3 clusters Score -1.330565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 93825 members 
Entering Unmasked Estep 
Score: -13305650.000000 Penalty: 5728.455566
	Iteration 95Q: 3 clusters Score -1.330565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 93830 members 
Entering Unmasked Estep 
Score: -13305652.000000 Penalty: 5728.455566
	Iteration 96Q: 3 clusters Score -1.330565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 93831 members 
Entering Unmasked Estep 
Score: -13305646.000000 Penalty: 5728.455566
	Iteration 97Q: 3 clusters Score -1.330565e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 93831 members 
Entering Unmasked Estep 
Score: -13305646.000000 Penalty: 5728.455566
	Iteration 98F: 3 clusters Score -1.330565e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Entering Unmasked Estep 
Score: -3375967.000000 Penalty: 2522.728516
	Iteration 0F: 2 clusters Score -3375967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -3357904.500000 Penalty: 5045.457031
	Iteration 0F: 3 clusters Score -3357904 nChanged 11638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -3364446.500000 Penalty: 5045.457031
	Iteration 1F: 3 clusters Score -3364446 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -3364929.000000 Penalty: 5045.457031
	Iteration 2Q: 3 clusters Score -3364929 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -3365304.500000 Penalty: 5045.457031
	Iteration 3Q: 3 clusters Score -3365304 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -3365707.250000 Penalty: 5045.457031
	Iteration 4Q: 3 clusters Score -3365707 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -3366273.250000 Penalty: 5045.457031
	Iteration 5Q: 3 clusters Score -3366273 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -3367094.750000 Penalty: 5045.457031
	Iteration 6F: 3 clusters Score -3367095 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -3368217.250000 Penalty: 5045.457031
	Iteration 7F: 3 clusters Score -3368217 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -3369472.250000 Penalty: 5045.457031
	Iteration 8F: 3 clusters Score -3369472 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -3370704.000000 Penalty: 5045.457031
	Iteration 9F: 3 clusters Score -3370704 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -3371697.500000 Penalty: 5045.457031
	Iteration 10Q: 3 clusters Score -3371698 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3372329.500000 Penalty: 5045.457031
	Iteration 11Q: 3 clusters Score -3372330 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3372764.750000 Penalty: 5045.457031
	Iteration 12Q: 3 clusters Score -3372765 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3373049.000000 Penalty: 5045.457031
	Iteration 13Q: 3 clusters Score -3373049 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3373240.500000 Penalty: 5045.457031
	Iteration 14Q: 3 clusters Score -3373240 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3373374.250000 Penalty: 5045.457031
	Iteration 15Q: 3 clusters Score -3373374 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3373473.750000 Penalty: 5045.457031
	Iteration 16Q: 3 clusters Score -3373474 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3373552.250000 Penalty: 5045.457031
	Iteration 17Q: 3 clusters Score -3373552 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3373610.250000 Penalty: 5045.457031
	Iteration 18Q: 3 clusters Score -3373610 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3373647.500000 Penalty: 5045.457031
	Iteration 19Q: 3 clusters Score -3373648 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3373669.000000 Penalty: 5045.457031
	Iteration 20F: 3 clusters Score -3373669 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3373677.750000 Penalty: 5045.457031
	Iteration 21Q: 3 clusters Score -3373678 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3373694.250000 Penalty: 5045.457031
	Iteration 22Q: 3 clusters Score -3373694 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3373706.750000 Penalty: 5045.457031
	Iteration 23Q: 3 clusters Score -3373707 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3373724.750000 Penalty: 5045.457031
	Iteration 24Q: 3 clusters Score -3373725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3373732.500000 Penalty: 5045.457031
	Iteration 25Q: 3 clusters Score -3373732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3373739.250000 Penalty: 5045.457031
	Iteration 26Q: 3 clusters Score -3373739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3373748.000000 Penalty: 5045.457031
	Iteration 27Q: 3 clusters Score -3373748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3373743.750000 Penalty: 5045.457031
	Iteration 28Q: 3 clusters Score -3373744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3373741.500000 Penalty: 5045.457031
	Iteration 29Q: 3 clusters Score -3373742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3373753.750000 Penalty: 5045.457031
	Iteration 30Q: 3 clusters Score -3373754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3373760.750000 Penalty: 5045.457031
	Iteration 31Q: 3 clusters Score -3373761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3373764.250000 Penalty: 5045.457031
	Iteration 32Q: 3 clusters Score -3373764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3373768.250000 Penalty: 5045.457031
	Iteration 33Q: 3 clusters Score -3373768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3373774.750000 Penalty: 5045.457031
	Iteration 34Q: 3 clusters Score -3373775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3373772.250000 Penalty: 5045.457031
	Iteration 35Q: 3 clusters Score -3373772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3373780.250000 Penalty: 5045.457031
	Iteration 36Q: 3 clusters Score -3373780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3373779.000000 Penalty: 5045.457031
	Iteration 37Q: 3 clusters Score -3373779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3373783.500000 Penalty: 5045.457031
	Iteration 38Q: 3 clusters Score -3373784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3373787.250000 Penalty: 5045.457031
	Iteration 39Q: 3 clusters Score -3373787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3373789.500000 Penalty: 5045.457031
	Iteration 40F: 3 clusters Score -3373790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3373792.250000 Penalty: 5045.457031
	Iteration 41Q: 3 clusters Score -3373792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3373793.500000 Penalty: 5045.457031
	Iteration 42Q: 3 clusters Score -3373794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3373793.500000 Penalty: 5045.457031
	Iteration 43F: 3 clusters Score -3373794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Entering Unmasked Estep 
Score: -52632.691406 Penalty: 1542.706299
	Iteration 0F: 2 clusters Score -52632.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -51166.148438 Penalty: 3085.412598
	Iteration 0F: 3 clusters Score -51166.15 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -51366.277344 Penalty: 3085.412598
	Iteration 1F: 3 clusters Score -51366.28 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -51459.156250 Penalty: 3085.412598
	Iteration 2Q: 3 clusters Score -51459.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -51499.976562 Penalty: 3085.412598
	Iteration 3Q: 3 clusters Score -51499.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -51542.894531 Penalty: 3085.412598
	Iteration 4Q: 3 clusters Score -51542.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -51575.230469 Penalty: 3085.412598
	Iteration 5Q: 3 clusters Score -51575.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -51602.437500 Penalty: 3085.412598
	Iteration 6Q: 3 clusters Score -51602.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -51615.675781 Penalty: 3085.412598
	Iteration 7Q: 3 clusters Score -51615.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -51624.316406 Penalty: 3085.412598
	Iteration 8Q: 3 clusters Score -51624.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -51626.343750 Penalty: 3085.412598
	Iteration 9Q: 3 clusters Score -51626.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -51637.644531 Penalty: 3085.412598
	Iteration 10Q: 3 clusters Score -51637.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -51657.007812 Penalty: 3085.412598
	Iteration 11Q: 3 clusters Score -51657.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -51662.785156 Penalty: 3085.412598
	Iteration 12Q: 3 clusters Score -51662.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -51687.292969 Penalty: 3085.412598
	Iteration 13Q: 3 clusters Score -51687.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -51709.113281 Penalty: 3085.412598
	Iteration 14Q: 3 clusters Score -51709.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -51747.687500 Penalty: 3085.412598
	Iteration 15Q: 3 clusters Score -51747.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -51766.753906 Penalty: 3085.412598
	Iteration 16Q: 3 clusters Score -51766.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -51786.859375 Penalty: 3085.412598
	Iteration 17Q: 3 clusters Score -51786.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -51800.769531 Penalty: 3085.412598
	Iteration 18Q: 3 clusters Score -51800.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -51818.246094 Penalty: 3085.412598
	Iteration 19Q: 3 clusters Score -51818.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -51839.195312 Penalty: 3085.412598
	Iteration 20F: 3 clusters Score -51839.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -51866.824219 Penalty: 3085.412598
	Iteration 21Q: 3 clusters Score -51866.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -51891.968750 Penalty: 3085.412598
	Iteration 22Q: 3 clusters Score -51891.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -51913.343750 Penalty: 3085.412598
	Iteration 23Q: 3 clusters Score -51913.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -51958.015625 Penalty: 3085.412598
	Iteration 24Q: 3 clusters Score -51958.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -51989.636719 Penalty: 3085.412598
	Iteration 25Q: 3 clusters Score -51989.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -52030.765625 Penalty: 3085.412598
	Iteration 26Q: 3 clusters Score -52030.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -52082.214844 Penalty: 3085.412598
	Iteration 27Q: 3 clusters Score -52082.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -52191.699219 Penalty: 3085.412598
	Iteration 28Q: 3 clusters Score -52191.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -52228.523438 Penalty: 3085.412598
	Iteration 29Q: 3 clusters Score -52228.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -52251.910156 Penalty: 3085.412598
	Iteration 30Q: 3 clusters Score -52251.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -52268.253906 Penalty: 3085.412598
	Iteration 31Q: 3 clusters Score -52268.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -52271.863281 Penalty: 3085.412598
	Iteration 32Q: 3 clusters Score -52271.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -52277.542969 Penalty: 3085.412598
	Iteration 33Q: 3 clusters Score -52277.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -52285.519531 Penalty: 3085.412598
	Iteration 34Q: 3 clusters Score -52285.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -52289.785156 Penalty: 3085.412598
	Iteration 35Q: 3 clusters Score -52289.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -52289.785156 Penalty: 3085.412598
	Iteration 36F: 3 clusters Score -52289.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Entering Unmasked Estep 
Score: -99379.554688 Penalty: 1691.904907
	Iteration 0F: 2 clusters Score -99379.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -97581.921875 Penalty: 3383.809814
	Iteration 0F: 3 clusters Score -97581.92 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -98317.773438 Penalty: 3383.809814
	Iteration 1F: 3 clusters Score -98317.77 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -98718.062500 Penalty: 3383.809814
	Iteration 2F: 3 clusters Score -98718.06 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -99006.515625 Penalty: 3383.809814
	Iteration 3F: 3 clusters Score -99006.52 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -99105.968750 Penalty: 3383.809814
	Iteration 4Q: 3 clusters Score -99105.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -99178.734375 Penalty: 3383.809814
	Iteration 5Q: 3 clusters Score -99178.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -99241.703125 Penalty: 3383.809814
	Iteration 6Q: 3 clusters Score -99241.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -99296.960938 Penalty: 3383.809814
	Iteration 7Q: 3 clusters Score -99296.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -99340.835938 Penalty: 3383.809814
	Iteration 8Q: 3 clusters Score -99340.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -99385.835938 Penalty: 3383.809814
	Iteration 9Q: 3 clusters Score -99385.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -99435.546875 Penalty: 3383.809814
	Iteration 10Q: 3 clusters Score -99435.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -99473.992188 Penalty: 3383.809814
	Iteration 11Q: 3 clusters Score -99473.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -99505.953125 Penalty: 3383.809814
	Iteration 12Q: 3 clusters Score -99505.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -99526.578125 Penalty: 3383.809814
	Iteration 13Q: 3 clusters Score -99526.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -99537.406250 Penalty: 3383.809814
	Iteration 14Q: 3 clusters Score -99537.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -99551.585938 Penalty: 3383.809814
	Iteration 15Q: 3 clusters Score -99551.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -99571.531250 Penalty: 3383.809814
	Iteration 16Q: 3 clusters Score -99571.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -99579.585938 Penalty: 3383.809814
	Iteration 17Q: 3 clusters Score -99579.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -99588.398438 Penalty: 3383.809814
	Iteration 18Q: 3 clusters Score -99588.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -99595.062500 Penalty: 3383.809814
	Iteration 19Q: 3 clusters Score -99595.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -99597.976562 Penalty: 3383.809814
	Iteration 20F: 3 clusters Score -99597.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -99601.265625 Penalty: 3383.809814
	Iteration 21Q: 3 clusters Score -99601.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -99604.843750 Penalty: 3383.809814
	Iteration 22Q: 3 clusters Score -99604.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -99606.078125 Penalty: 3383.809814
	Iteration 23Q: 3 clusters Score -99606.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -99606.078125 Penalty: 3383.809814
	Iteration 24F: 3 clusters Score -99606.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 103705 members 
Mstep: Class 3 contains 26168 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5677 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208601 members 
Mstep: Class 13 contains 409 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9361 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8305 members 
Mstep: Class 19 contains 19908 members 
Mstep: Class 20 contains 21017 members 
Mstep: Class 21 contains 10025 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8742 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
Score: -57724980.000000 Penalty: 74389.843750
Splitting cluster 5 changes total score from -57726352.000000 to -57724980.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -47173.746094 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -47173.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -45808.019531 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -45808.02 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -46018.851562 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -46018.85 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -46162.226562 Penalty: 3012.230225
	Iteration 2F: 3 clusters Score -46162.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -46308.273438 Penalty: 3012.230225
	Iteration 3F: 3 clusters Score -46308.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -46440.777344 Penalty: 3012.230225
	Iteration 4F: 3 clusters Score -46440.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -46605.375000 Penalty: 3012.230225
	Iteration 5Q: 3 clusters Score -46605.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -46876.390625 Penalty: 3012.230225
	Iteration 6Q: 3 clusters Score -46876.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -47148.269531 Penalty: 3012.230225
	Iteration 7Q: 3 clusters Score -47148.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -47256.839844 Penalty: 3012.230225
	Iteration 8Q: 3 clusters Score -47256.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -47300.808594 Penalty: 3012.230225
	Iteration 9Q: 3 clusters Score -47300.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -47347.765625 Penalty: 3012.230225
	Iteration 10Q: 3 clusters Score -47347.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -47410.207031 Penalty: 3012.230225
	Iteration 11Q: 3 clusters Score -47410.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -47433.253906 Penalty: 3012.230225
	Iteration 12Q: 3 clusters Score -47433.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -47437.871094 Penalty: 3012.230225
	Iteration 13Q: 3 clusters Score -47437.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -47445.496094 Penalty: 3012.230225
	Iteration 14Q: 3 clusters Score -47445.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -47445.496094 Penalty: 3012.230225
	Iteration 15F: 3 clusters Score -47445.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 103705 members 
Mstep: Class 3 contains 26168 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5677 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208601 members 
Mstep: Class 13 contains 126 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9361 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8305 members 
Mstep: Class 19 contains 19908 members 
Mstep: Class 20 contains 21017 members 
Mstep: Class 21 contains 10025 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8742 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
Score: -57724940.000000 Penalty: 74389.843750
Splitting cluster 6 changes total score from -57726352.000000 to -57724940.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Entering Unmasked Estep 
Score: -181752.953125 Penalty: 1804.928711
	Iteration 0F: 2 clusters Score -181753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -179492.484375 Penalty: 3609.857422
	Iteration 0F: 3 clusters Score -179492.5 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -179929.000000 Penalty: 3609.857422
	Iteration 1F: 3 clusters Score -179929 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -180080.078125 Penalty: 3609.857422
	Iteration 2F: 3 clusters Score -180080.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -180203.890625 Penalty: 3609.857422
	Iteration 3F: 3 clusters Score -180203.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -180317.593750 Penalty: 3609.857422
	Iteration 4F: 3 clusters Score -180317.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -180433.421875 Penalty: 3609.857422
	Iteration 5Q: 3 clusters Score -180433.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -180526.500000 Penalty: 3609.857422
	Iteration 6Q: 3 clusters Score -180526.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -180613.281250 Penalty: 3609.857422
	Iteration 7Q: 3 clusters Score -180613.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -180692.375000 Penalty: 3609.857422
	Iteration 8Q: 3 clusters Score -180692.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -180743.187500 Penalty: 3609.857422
	Iteration 9Q: 3 clusters Score -180743.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -180784.765625 Penalty: 3609.857422
	Iteration 10Q: 3 clusters Score -180784.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -180814.640625 Penalty: 3609.857422
	Iteration 11Q: 3 clusters Score -180814.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -180832.671875 Penalty: 3609.857422
	Iteration 12Q: 3 clusters Score -180832.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -180843.171875 Penalty: 3609.857422
	Iteration 13Q: 3 clusters Score -180843.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -180852.046875 Penalty: 3609.857422
	Iteration 14Q: 3 clusters Score -180852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -180855.203125 Penalty: 3609.857422
	Iteration 15Q: 3 clusters Score -180855.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -180858.328125 Penalty: 3609.857422
	Iteration 16Q: 3 clusters Score -180858.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -180862.984375 Penalty: 3609.857422
	Iteration 17Q: 3 clusters Score -180863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -180866.875000 Penalty: 3609.857422
	Iteration 18Q: 3 clusters Score -180866.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -180866.875000 Penalty: 3609.857422
	Iteration 19F: 3 clusters Score -180866.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -49716.363281 Penalty: 1522.156372
	Iteration 0F: 2 clusters Score -49716.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -48273.449219 Penalty: 3044.312744
	Iteration 0F: 3 clusters Score -48273.45 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -48507.648438 Penalty: 3044.312744
	Iteration 1F: 3 clusters Score -48507.65 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -48623.179688 Penalty: 3044.312744
	Iteration 2F: 3 clusters Score -48623.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -48664.542969 Penalty: 3044.312744
	Iteration 3Q: 3 clusters Score -48664.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -48688.343750 Penalty: 3044.312744
	Iteration 4Q: 3 clusters Score -48688.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -48711.605469 Penalty: 3044.312744
	Iteration 5Q: 3 clusters Score -48711.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -48732.117188 Penalty: 3044.312744
	Iteration 6Q: 3 clusters Score -48732.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -48738.843750 Penalty: 3044.312744
	Iteration 7Q: 3 clusters Score -48738.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -48743.761719 Penalty: 3044.312744
	Iteration 8Q: 3 clusters Score -48743.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -48760.476562 Penalty: 3044.312744
	Iteration 9Q: 3 clusters Score -48760.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -48797.097656 Penalty: 3044.312744
	Iteration 10Q: 3 clusters Score -48797.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -48833.839844 Penalty: 3044.312744
	Iteration 11Q: 3 clusters Score -48833.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -48851.570312 Penalty: 3044.312744
	Iteration 12Q: 3 clusters Score -48851.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -48863.492188 Penalty: 3044.312744
	Iteration 13Q: 3 clusters Score -48863.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -48873.339844 Penalty: 3044.312744
	Iteration 14Q: 3 clusters Score -48873.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -48876.699219 Penalty: 3044.312744
	Iteration 15Q: 3 clusters Score -48876.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -48876.699219 Penalty: 3044.312744
	Iteration 16F: 3 clusters Score -48876.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -35606.253906 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -35606.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -34321.375000 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -34321.38 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -34622.777344 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -34622.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -34809.476562 Penalty: 2916.744385
	Iteration 2F: 3 clusters Score -34809.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34918.902344 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -34918.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -35003.542969 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -35003.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -35139.152344 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -35139.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -35292.875000 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -35292.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -35371.468750 Penalty: 2916.744385
	Iteration 7Q: 3 clusters Score -35371.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -35398.621094 Penalty: 2916.744385
	Iteration 8Q: 3 clusters Score -35398.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -35422.347656 Penalty: 2916.744385
	Iteration 9Q: 3 clusters Score -35422.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -35422.347656 Penalty: 2916.744385
	Iteration 10F: 3 clusters Score -35422.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Entering Unmasked Estep 
Score: -733698.875000 Penalty: 2143.756348
	Iteration 0F: 2 clusters Score -733698.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -728699.062500 Penalty: 4287.512695
	Iteration 0F: 3 clusters Score -728699.1 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -729911.812500 Penalty: 4287.512695
	Iteration 1F: 3 clusters Score -729911.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -730153.312500 Penalty: 4287.512695
	Iteration 2F: 3 clusters Score -730153.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -730310.125000 Penalty: 4287.512695
	Iteration 3Q: 3 clusters Score -730310.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -730439.187500 Penalty: 4287.512695
	Iteration 4Q: 3 clusters Score -730439.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -730532.625000 Penalty: 4287.512695
	Iteration 5Q: 3 clusters Score -730532.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -730588.062500 Penalty: 4287.512695
	Iteration 6Q: 3 clusters Score -730588.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -730648.625000 Penalty: 4287.512695
	Iteration 7Q: 3 clusters Score -730648.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -730718.312500 Penalty: 4287.512695
	Iteration 8Q: 3 clusters Score -730718.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -730787.500000 Penalty: 4287.512695
	Iteration 9Q: 3 clusters Score -730787.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -730851.625000 Penalty: 4287.512695
	Iteration 10Q: 3 clusters Score -730851.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -730903.000000 Penalty: 4287.512695
	Iteration 11Q: 3 clusters Score -730903 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -730962.187500 Penalty: 4287.512695
	Iteration 12Q: 3 clusters Score -730962.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -731018.937500 Penalty: 4287.512695
	Iteration 13Q: 3 clusters Score -731018.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -731073.625000 Penalty: 4287.512695
	Iteration 14Q: 3 clusters Score -731073.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -731132.562500 Penalty: 4287.512695
	Iteration 15Q: 3 clusters Score -731132.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -731195.937500 Penalty: 4287.512695
	Iteration 16Q: 3 clusters Score -731195.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -731266.375000 Penalty: 4287.512695
	Iteration 17Q: 3 clusters Score -731266.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -731332.500000 Penalty: 4287.512695
	Iteration 18Q: 3 clusters Score -731332.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -731388.562500 Penalty: 4287.512695
	Iteration 19Q: 3 clusters Score -731388.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -731456.375000 Penalty: 4287.512695
	Iteration 20F: 3 clusters Score -731456.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -731511.875000 Penalty: 4287.512695
	Iteration 21Q: 3 clusters Score -731511.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -731554.062500 Penalty: 4287.512695
	Iteration 22Q: 3 clusters Score -731554.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -731587.687500 Penalty: 4287.512695
	Iteration 23Q: 3 clusters Score -731587.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -731620.875000 Penalty: 4287.512695
	Iteration 24Q: 3 clusters Score -731620.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -731650.687500 Penalty: 4287.512695
	Iteration 25Q: 3 clusters Score -731650.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -731677.437500 Penalty: 4287.512695
	Iteration 26Q: 3 clusters Score -731677.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -731696.500000 Penalty: 4287.512695
	Iteration 27Q: 3 clusters Score -731696.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -731705.875000 Penalty: 4287.512695
	Iteration 28Q: 3 clusters Score -731705.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -731721.125000 Penalty: 4287.512695
	Iteration 29Q: 3 clusters Score -731721.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -731731.062500 Penalty: 4287.512695
	Iteration 30Q: 3 clusters Score -731731.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -731747.125000 Penalty: 4287.512695
	Iteration 31Q: 3 clusters Score -731747.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -731761.125000 Penalty: 4287.512695
	Iteration 32Q: 3 clusters Score -731761.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -731773.625000 Penalty: 4287.512695
	Iteration 33Q: 3 clusters Score -731773.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -731780.375000 Penalty: 4287.512695
	Iteration 34Q: 3 clusters Score -731780.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -731786.000000 Penalty: 4287.512695
	Iteration 35Q: 3 clusters Score -731786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -731787.687500 Penalty: 4287.512695
	Iteration 36Q: 3 clusters Score -731787.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -731790.687500 Penalty: 4287.512695
	Iteration 37Q: 3 clusters Score -731790.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -731792.125000 Penalty: 4287.512695
	Iteration 38Q: 3 clusters Score -731792.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -731794.187500 Penalty: 4287.512695
	Iteration 39Q: 3 clusters Score -731794.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -731794.812500 Penalty: 4287.512695
	Iteration 40F: 3 clusters Score -731794.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -731795.562500 Penalty: 4287.512695
	Iteration 41Q: 3 clusters Score -731795.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -731796.750000 Penalty: 4287.512695
	Iteration 42Q: 3 clusters Score -731796.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -731798.250000 Penalty: 4287.512695
	Iteration 43Q: 3 clusters Score -731798.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -731798.187500 Penalty: 4287.512695
	Iteration 44Q: 3 clusters Score -731798.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -731800.062500 Penalty: 4287.512695
	Iteration 45Q: 3 clusters Score -731800.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -731801.375000 Penalty: 4287.512695
	Iteration 46Q: 3 clusters Score -731801.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -731801.375000 Penalty: 4287.512695
	Iteration 47F: 3 clusters Score -731801.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Entering Unmasked Estep 
Score: -31858.771484 Penalty: 1400.070801
	Iteration 0F: 2 clusters Score -31858.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -30654.351562 Penalty: 2800.141602
	Iteration 0F: 3 clusters Score -30654.35 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -30753.183594 Penalty: 2800.141602
	Iteration 1F: 3 clusters Score -30753.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -30814.576172 Penalty: 2800.141602
	Iteration 2Q: 3 clusters Score -30814.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -30854.832031 Penalty: 2800.141602
	Iteration 3Q: 3 clusters Score -30854.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -30864.066406 Penalty: 2800.141602
	Iteration 4Q: 3 clusters Score -30864.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -30864.066406 Penalty: 2800.141602
	Iteration 5F: 3 clusters Score -30864.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (208601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208601 members 
Entering Unmasked Estep 
Score: -26357632.000000 Penalty: 3037.548340
	Iteration 0F: 2 clusters Score -2.635763e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104290 members 
Mstep: Class 2 contains 104311 members 
Entering Unmasked Estep 
Score: -26222826.000000 Penalty: 6075.096680
	Iteration 0F: 3 clusters Score -2.622283e+07 nChanged 100320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104952 members 
Mstep: Class 2 contains 103649 members 
Entering Unmasked Estep 
Score: -26280672.000000 Penalty: 6075.096680
	Iteration 1F: 3 clusters Score -2.628067e+07 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105341 members 
Mstep: Class 2 contains 103260 members 
Entering Unmasked Estep 
Score: -26281354.000000 Penalty: 6075.096680
	Iteration 2Q: 3 clusters Score -2.628135e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105915 members 
Mstep: Class 2 contains 102686 members 
Entering Unmasked Estep 
Score: -26281910.000000 Penalty: 6075.096680
	Iteration 3Q: 3 clusters Score -2.628191e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106754 members 
Mstep: Class 2 contains 101847 members 
Entering Unmasked Estep 
Score: -26282854.000000 Penalty: 6075.096680
	Iteration 4Q: 3 clusters Score -2.628285e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107934 members 
Mstep: Class 2 contains 100667 members 
Entering Unmasked Estep 
Score: -26283508.000000 Penalty: 6075.096680
	Iteration 5Q: 3 clusters Score -2.628351e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109683 members 
Mstep: Class 2 contains 98918 members 
Entering Unmasked Estep 
Score: -26284302.000000 Penalty: 6075.096680
	Iteration 6Q: 3 clusters Score -2.62843e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112334 members 
Mstep: Class 2 contains 96267 members 
Entering Unmasked Estep 
Score: -26285166.000000 Penalty: 6075.096680
	Iteration 7Q: 3 clusters Score -2.628517e+07 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116247 members 
Mstep: Class 2 contains 92354 members 
Entering Unmasked Estep 
Score: -26286838.000000 Penalty: 6075.096680
	Iteration 8Q: 3 clusters Score -2.628684e+07 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122103 members 
Mstep: Class 2 contains 86498 members 
Entering Unmasked Estep 
Score: -26289156.000000 Penalty: 6075.096680
	Iteration 9Q: 3 clusters Score -2.628916e+07 nChanged 9144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130455 members 
Mstep: Class 2 contains 78146 members 
Entering Unmasked Estep 
Score: -26293414.000000 Penalty: 6075.096680
	Iteration 10Q: 3 clusters Score -2.629341e+07 nChanged 11697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141760 members 
Mstep: Class 2 contains 66841 members 
Entering Unmasked Estep 
Score: -26300392.000000 Penalty: 6075.096680
	Iteration 11F: 3 clusters Score -2.630039e+07 nChanged 14456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156062 members 
Mstep: Class 2 contains 52539 members 
Entering Unmasked Estep 
Score: -26311210.000000 Penalty: 6075.096680
	Iteration 12F: 3 clusters Score -2.631121e+07 nChanged 14847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170777 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
Score: -26324072.000000 Penalty: 6075.096680
	Iteration 13F: 3 clusters Score -2.632407e+07 nChanged 12006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182633 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -26334762.000000 Penalty: 6075.096680
	Iteration 14F: 3 clusters Score -2.633476e+07 nChanged 8374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190837 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -26342058.000000 Penalty: 6075.096680
	Iteration 15Q: 3 clusters Score -2.634206e+07 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196142 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -26346304.000000 Penalty: 6075.096680
	Iteration 16Q: 3 clusters Score -2.63463e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199868 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -26348986.000000 Penalty: 6075.096680
	Iteration 17Q: 3 clusters Score -2.634899e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202483 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -26350878.000000 Penalty: 6075.096680
	Iteration 18Q: 3 clusters Score -2.635088e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204375 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -26352126.000000 Penalty: 6075.096680
	Iteration 19Q: 3 clusters Score -2.635213e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205761 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -26353200.000000 Penalty: 6075.096680
	Iteration 20F: 3 clusters Score -2.63532e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206687 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -26353842.000000 Penalty: 6075.096680
	Iteration 21Q: 3 clusters Score -2.635384e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207253 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -26354256.000000 Penalty: 6075.096680
	Iteration 22Q: 3 clusters Score -2.635426e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207604 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -26354470.000000 Penalty: 6075.096680
	Iteration 23Q: 3 clusters Score -2.635447e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207789 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -26354632.000000 Penalty: 6075.096680
	Iteration 24Q: 3 clusters Score -2.635463e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207908 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -26354736.000000 Penalty: 6075.096680
	Iteration 25Q: 3 clusters Score -2.635474e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207989 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -26354788.000000 Penalty: 6075.096680
	Iteration 26Q: 3 clusters Score -2.635479e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208033 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -26354868.000000 Penalty: 6075.096680
	Iteration 27Q: 3 clusters Score -2.635487e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208056 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -26354866.000000 Penalty: 6075.096680
	Iteration 28Q: 3 clusters Score -2.635487e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208076 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -26354908.000000 Penalty: 6075.096680
	Iteration 29Q: 3 clusters Score -2.635491e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208100 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -26354924.000000 Penalty: 6075.096680
	Iteration 30Q: 3 clusters Score -2.635492e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208117 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -26354956.000000 Penalty: 6075.096680
	Iteration 31Q: 3 clusters Score -2.635496e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208132 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -26354948.000000 Penalty: 6075.096680
	Iteration 32Q: 3 clusters Score -2.635495e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208142 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -26354954.000000 Penalty: 6075.096680
	Iteration 33Q: 3 clusters Score -2.635495e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208143 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -26354970.000000 Penalty: 6075.096680
	Iteration 34Q: 3 clusters Score -2.635497e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208146 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -26354968.000000 Penalty: 6075.096680
	Iteration 35Q: 3 clusters Score -2.635497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208149 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -26354974.000000 Penalty: 6075.096680
	Iteration 36Q: 3 clusters Score -2.635497e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208151 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -26354978.000000 Penalty: 6075.096680
	Iteration 37Q: 3 clusters Score -2.635498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208153 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -26354970.000000 Penalty: 6075.096680
	Iteration 38Q: 3 clusters Score -2.635497e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208153 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -26354970.000000 Penalty: 6075.096680
	Iteration 39F: 3 clusters Score -2.635497e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -88963.312500 Penalty: 1632.342163
	Iteration 0F: 2 clusters Score -88963.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -87228.320312 Penalty: 3264.684326
	Iteration 0F: 3 clusters Score -87228.32 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -87419.265625 Penalty: 3264.684326
	Iteration 1F: 3 clusters Score -87419.27 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -87470.421875 Penalty: 3264.684326
	Iteration 2Q: 3 clusters Score -87470.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -87492.289062 Penalty: 3264.684326
	Iteration 3Q: 3 clusters Score -87492.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -87502.601562 Penalty: 3264.684326
	Iteration 4Q: 3 clusters Score -87502.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -87509.773438 Penalty: 3264.684326
	Iteration 5Q: 3 clusters Score -87509.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -87510.679688 Penalty: 3264.684326
	Iteration 6Q: 3 clusters Score -87510.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -87511.695312 Penalty: 3264.684326
	Iteration 7Q: 3 clusters Score -87511.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -87516.648438 Penalty: 3264.684326
	Iteration 8Q: 3 clusters Score -87516.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -87521.226562 Penalty: 3264.684326
	Iteration 9Q: 3 clusters Score -87521.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -87525.531250 Penalty: 3264.684326
	Iteration 10Q: 3 clusters Score -87525.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -87528.429688 Penalty: 3264.684326
	Iteration 11Q: 3 clusters Score -87528.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -87537.414062 Penalty: 3264.684326
	Iteration 12Q: 3 clusters Score -87537.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -87538.742188 Penalty: 3264.684326
	Iteration 13Q: 3 clusters Score -87538.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -87538.742188 Penalty: 3264.684326
	Iteration 14F: 3 clusters Score -87538.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Entering Unmasked Estep 
Score: -1209488.125000 Penalty: 2267.788086
	Iteration 0F: 2 clusters Score -1209488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1202230.875000 Penalty: 4535.576172
	Iteration 0F: 3 clusters Score -1202231 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1204196.500000 Penalty: 4535.576172
	Iteration 1F: 3 clusters Score -1204196 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1204490.125000 Penalty: 4535.576172
	Iteration 2F: 3 clusters Score -1204490 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1204710.375000 Penalty: 4535.576172
	Iteration 3Q: 3 clusters Score -1204710 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1204872.625000 Penalty: 4535.576172
	Iteration 4Q: 3 clusters Score -1204873 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1204971.500000 Penalty: 4535.576172
	Iteration 5Q: 3 clusters Score -1204972 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1205065.875000 Penalty: 4535.576172
	Iteration 6Q: 3 clusters Score -1205066 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1205145.750000 Penalty: 4535.576172
	Iteration 7Q: 3 clusters Score -1205146 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1205211.875000 Penalty: 4535.576172
	Iteration 8Q: 3 clusters Score -1205212 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1205269.625000 Penalty: 4535.576172
	Iteration 9Q: 3 clusters Score -1205270 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1205326.875000 Penalty: 4535.576172
	Iteration 10Q: 3 clusters Score -1205327 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1205373.875000 Penalty: 4535.576172
	Iteration 11Q: 3 clusters Score -1205374 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1205416.625000 Penalty: 4535.576172
	Iteration 12Q: 3 clusters Score -1205417 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1205459.625000 Penalty: 4535.576172
	Iteration 13Q: 3 clusters Score -1205460 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1205508.625000 Penalty: 4535.576172
	Iteration 14Q: 3 clusters Score -1205509 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1205558.500000 Penalty: 4535.576172
	Iteration 15Q: 3 clusters Score -1205558 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1205621.375000 Penalty: 4535.576172
	Iteration 16Q: 3 clusters Score -1205621 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1205682.625000 Penalty: 4535.576172
	Iteration 17Q: 3 clusters Score -1205683 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1205742.875000 Penalty: 4535.576172
	Iteration 18Q: 3 clusters Score -1205743 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1205820.500000 Penalty: 4535.576172
	Iteration 19Q: 3 clusters Score -1205820 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1205898.750000 Penalty: 4535.576172
	Iteration 20F: 3 clusters Score -1205899 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1205993.625000 Penalty: 4535.576172
	Iteration 21Q: 3 clusters Score -1205994 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1206094.875000 Penalty: 4535.576172
	Iteration 22Q: 3 clusters Score -1206095 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1206196.250000 Penalty: 4535.576172
	Iteration 23Q: 3 clusters Score -1206196 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1206290.625000 Penalty: 4535.576172
	Iteration 24Q: 3 clusters Score -1206291 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1206390.125000 Penalty: 4535.576172
	Iteration 25Q: 3 clusters Score -1206390 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1206483.625000 Penalty: 4535.576172
	Iteration 26Q: 3 clusters Score -1206484 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1206588.875000 Penalty: 4535.576172
	Iteration 27Q: 3 clusters Score -1206589 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1206678.500000 Penalty: 4535.576172
	Iteration 28Q: 3 clusters Score -1206678 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1206750.250000 Penalty: 4535.576172
	Iteration 29Q: 3 clusters Score -1206750 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1206814.625000 Penalty: 4535.576172
	Iteration 30Q: 3 clusters Score -1206815 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1206877.000000 Penalty: 4535.576172
	Iteration 31Q: 3 clusters Score -1206877 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1206935.125000 Penalty: 4535.576172
	Iteration 32Q: 3 clusters Score -1206935 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1206978.250000 Penalty: 4535.576172
	Iteration 33Q: 3 clusters Score -1206978 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1207026.125000 Penalty: 4535.576172
	Iteration 34Q: 3 clusters Score -1207026 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1207065.500000 Penalty: 4535.576172
	Iteration 35Q: 3 clusters Score -1207066 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1207099.000000 Penalty: 4535.576172
	Iteration 36Q: 3 clusters Score -1207099 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1207134.500000 Penalty: 4535.576172
	Iteration 37Q: 3 clusters Score -1207134 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1207171.625000 Penalty: 4535.576172
	Iteration 38Q: 3 clusters Score -1207172 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1207191.500000 Penalty: 4535.576172
	Iteration 39Q: 3 clusters Score -1207192 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1207213.500000 Penalty: 4535.576172
	Iteration 40F: 3 clusters Score -1207214 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1207228.750000 Penalty: 4535.576172
	Iteration 41Q: 3 clusters Score -1207229 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1207243.875000 Penalty: 4535.576172
	Iteration 42Q: 3 clusters Score -1207244 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1207261.000000 Penalty: 4535.576172
	Iteration 43Q: 3 clusters Score -1207261 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1207279.125000 Penalty: 4535.576172
	Iteration 44Q: 3 clusters Score -1207279 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1207296.625000 Penalty: 4535.576172
	Iteration 45Q: 3 clusters Score -1207297 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1207303.625000 Penalty: 4535.576172
	Iteration 46Q: 3 clusters Score -1207304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1207311.125000 Penalty: 4535.576172
	Iteration 47Q: 3 clusters Score -1207311 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1207323.000000 Penalty: 4535.576172
	Iteration 48Q: 3 clusters Score -1207323 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1207329.375000 Penalty: 4535.576172
	Iteration 49Q: 3 clusters Score -1207329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1207333.250000 Penalty: 4535.576172
	Iteration 50Q: 3 clusters Score -1207333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1207338.875000 Penalty: 4535.576172
	Iteration 51Q: 3 clusters Score -1207339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1207343.875000 Penalty: 4535.576172
	Iteration 52Q: 3 clusters Score -1207344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1207355.000000 Penalty: 4535.576172
	Iteration 53Q: 3 clusters Score -1207355 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1207364.375000 Penalty: 4535.576172
	Iteration 54Q: 3 clusters Score -1207364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1207373.625000 Penalty: 4535.576172
	Iteration 55Q: 3 clusters Score -1207374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1207378.250000 Penalty: 4535.576172
	Iteration 56Q: 3 clusters Score -1207378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1207385.000000 Penalty: 4535.576172
	Iteration 57Q: 3 clusters Score -1207385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1207386.625000 Penalty: 4535.576172
	Iteration 58Q: 3 clusters Score -1207387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1207390.750000 Penalty: 4535.576172
	Iteration 59Q: 3 clusters Score -1207391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1207396.375000 Penalty: 4535.576172
	Iteration 60F: 3 clusters Score -1207396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1207407.625000 Penalty: 4535.576172
	Iteration 61Q: 3 clusters Score -1207408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1207412.750000 Penalty: 4535.576172
	Iteration 62Q: 3 clusters Score -1207413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1207417.125000 Penalty: 4535.576172
	Iteration 63Q: 3 clusters Score -1207417 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1207429.375000 Penalty: 4535.576172
	Iteration 64Q: 3 clusters Score -1207429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1207436.750000 Penalty: 4535.576172
	Iteration 65Q: 3 clusters Score -1207437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1207442.250000 Penalty: 4535.576172
	Iteration 66Q: 3 clusters Score -1207442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1207447.250000 Penalty: 4535.576172
	Iteration 67Q: 3 clusters Score -1207447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1207451.875000 Penalty: 4535.576172
	Iteration 68Q: 3 clusters Score -1207452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1207456.250000 Penalty: 4535.576172
	Iteration 69Q: 3 clusters Score -1207456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1207459.875000 Penalty: 4535.576172
	Iteration 70Q: 3 clusters Score -1207460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1207461.000000 Penalty: 4535.576172
	Iteration 71Q: 3 clusters Score -1207461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1207461.875000 Penalty: 4535.576172
	Iteration 72Q: 3 clusters Score -1207462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1207461.875000 Penalty: 4535.576172
	Iteration 73F: 3 clusters Score -1207462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Entering Unmasked Estep 
Score: -93062.250000 Penalty: 1637.778076
	Iteration 0F: 2 clusters Score -93062.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -91295.164062 Penalty: 3275.556152
	Iteration 0F: 3 clusters Score -91295.16 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -91511.835938 Penalty: 3275.556152
	Iteration 1F: 3 clusters Score -91511.84 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -91578.156250 Penalty: 3275.556152
	Iteration 2F: 3 clusters Score -91578.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -91614.210938 Penalty: 3275.556152
	Iteration 3Q: 3 clusters Score -91614.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -91622.335938 Penalty: 3275.556152
	Iteration 4Q: 3 clusters Score -91622.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -91626.437500 Penalty: 3275.556152
	Iteration 5Q: 3 clusters Score -91626.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -91630.585938 Penalty: 3275.556152
	Iteration 6Q: 3 clusters Score -91630.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -91633.492188 Penalty: 3275.556152
	Iteration 7Q: 3 clusters Score -91633.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -91635.867188 Penalty: 3275.556152
	Iteration 8Q: 3 clusters Score -91635.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -91639.187500 Penalty: 3275.556152
	Iteration 9Q: 3 clusters Score -91639.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -91646.523438 Penalty: 3275.556152
	Iteration 10Q: 3 clusters Score -91646.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -91649.398438 Penalty: 3275.556152
	Iteration 11Q: 3 clusters Score -91649.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -91649.398438 Penalty: 3275.556152
	Iteration 12F: 3 clusters Score -91649.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Entering Unmasked Estep 
Score: -1056364.250000 Penalty: 2238.104004
	Iteration 0F: 2 clusters Score -1056364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1049791.625000 Penalty: 4476.208008
	Iteration 0F: 3 clusters Score -1049792 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1051706.125000 Penalty: 4476.208008
	Iteration 1F: 3 clusters Score -1051706 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1052032.875000 Penalty: 4476.208008
	Iteration 2F: 3 clusters Score -1052033 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1052272.875000 Penalty: 4476.208008
	Iteration 3F: 3 clusters Score -1052273 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1052498.125000 Penalty: 4476.208008
	Iteration 4Q: 3 clusters Score -1052498 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1052717.375000 Penalty: 4476.208008
	Iteration 5Q: 3 clusters Score -1052717 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1052878.875000 Penalty: 4476.208008
	Iteration 6Q: 3 clusters Score -1052879 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1053031.000000 Penalty: 4476.208008
	Iteration 7Q: 3 clusters Score -1053031 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1053154.875000 Penalty: 4476.208008
	Iteration 8Q: 3 clusters Score -1053155 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1053243.625000 Penalty: 4476.208008
	Iteration 9Q: 3 clusters Score -1053244 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1053323.250000 Penalty: 4476.208008
	Iteration 10Q: 3 clusters Score -1053323 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1053385.375000 Penalty: 4476.208008
	Iteration 11Q: 3 clusters Score -1053385 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1053437.375000 Penalty: 4476.208008
	Iteration 12Q: 3 clusters Score -1053437 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1053481.500000 Penalty: 4476.208008
	Iteration 13Q: 3 clusters Score -1053482 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1053517.625000 Penalty: 4476.208008
	Iteration 14Q: 3 clusters Score -1053518 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1053552.750000 Penalty: 4476.208008
	Iteration 15Q: 3 clusters Score -1053553 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1053584.125000 Penalty: 4476.208008
	Iteration 16Q: 3 clusters Score -1053584 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1053620.875000 Penalty: 4476.208008
	Iteration 17Q: 3 clusters Score -1053621 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1053648.500000 Penalty: 4476.208008
	Iteration 18Q: 3 clusters Score -1053648 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1053674.625000 Penalty: 4476.208008
	Iteration 19Q: 3 clusters Score -1053675 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1053685.375000 Penalty: 4476.208008
	Iteration 20F: 3 clusters Score -1053685 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1053703.375000 Penalty: 4476.208008
	Iteration 21Q: 3 clusters Score -1053703 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1053714.125000 Penalty: 4476.208008
	Iteration 22Q: 3 clusters Score -1053714 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1053725.625000 Penalty: 4476.208008
	Iteration 23Q: 3 clusters Score -1053726 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1053732.250000 Penalty: 4476.208008
	Iteration 24Q: 3 clusters Score -1053732 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1053743.000000 Penalty: 4476.208008
	Iteration 25Q: 3 clusters Score -1053743 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1053745.125000 Penalty: 4476.208008
	Iteration 26Q: 3 clusters Score -1053745 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1053750.375000 Penalty: 4476.208008
	Iteration 27Q: 3 clusters Score -1053750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1053749.625000 Penalty: 4476.208008
	Iteration 28Q: 3 clusters Score -1053750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1053757.500000 Penalty: 4476.208008
	Iteration 29Q: 3 clusters Score -1053758 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1053763.000000 Penalty: 4476.208008
	Iteration 30Q: 3 clusters Score -1053763 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1053766.125000 Penalty: 4476.208008
	Iteration 31Q: 3 clusters Score -1053766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1053775.375000 Penalty: 4476.208008
	Iteration 32Q: 3 clusters Score -1053775 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1053784.000000 Penalty: 4476.208008
	Iteration 33Q: 3 clusters Score -1053784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1053784.875000 Penalty: 4476.208008
	Iteration 34Q: 3 clusters Score -1053785 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1053791.500000 Penalty: 4476.208008
	Iteration 35Q: 3 clusters Score -1053792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1053794.000000 Penalty: 4476.208008
	Iteration 36Q: 3 clusters Score -1053794 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1053799.625000 Penalty: 4476.208008
	Iteration 37Q: 3 clusters Score -1053800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1053806.250000 Penalty: 4476.208008
	Iteration 38Q: 3 clusters Score -1053806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1053808.000000 Penalty: 4476.208008
	Iteration 39Q: 3 clusters Score -1053808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1053814.000000 Penalty: 4476.208008
	Iteration 40F: 3 clusters Score -1053814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1053818.125000 Penalty: 4476.208008
	Iteration 41Q: 3 clusters Score -1053818 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1053825.125000 Penalty: 4476.208008
	Iteration 42Q: 3 clusters Score -1053825 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1053828.875000 Penalty: 4476.208008
	Iteration 43Q: 3 clusters Score -1053829 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1053832.375000 Penalty: 4476.208008
	Iteration 44Q: 3 clusters Score -1053832 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1053841.875000 Penalty: 4476.208008
	Iteration 45Q: 3 clusters Score -1053842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1053844.500000 Penalty: 4476.208008
	Iteration 46Q: 3 clusters Score -1053844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1053847.125000 Penalty: 4476.208008
	Iteration 47Q: 3 clusters Score -1053847 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1053849.875000 Penalty: 4476.208008
	Iteration 48Q: 3 clusters Score -1053850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1053852.875000 Penalty: 4476.208008
	Iteration 49Q: 3 clusters Score -1053853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1053856.500000 Penalty: 4476.208008
	Iteration 50Q: 3 clusters Score -1053856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1053855.500000 Penalty: 4476.208008
	Iteration 51Q: 3 clusters Score -1053856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1053856.750000 Penalty: 4476.208008
	Iteration 52Q: 3 clusters Score -1053857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1053859.375000 Penalty: 4476.208008
	Iteration 53Q: 3 clusters Score -1053859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1053858.875000 Penalty: 4476.208008
	Iteration 54Q: 3 clusters Score -1053859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1053859.875000 Penalty: 4476.208008
	Iteration 55Q: 3 clusters Score -1053860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1053864.375000 Penalty: 4476.208008
	Iteration 56Q: 3 clusters Score -1053864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1053863.250000 Penalty: 4476.208008
	Iteration 57Q: 3 clusters Score -1053863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1053863.125000 Penalty: 4476.208008
	Iteration 58Q: 3 clusters Score -1053863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1053866.125000 Penalty: 4476.208008
	Iteration 59Q: 3 clusters Score -1053866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1053868.875000 Penalty: 4476.208008
	Iteration 60F: 3 clusters Score -1053869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1053869.500000 Penalty: 4476.208008
	Iteration 61Q: 3 clusters Score -1053870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1053870.250000 Penalty: 4476.208008
	Iteration 62Q: 3 clusters Score -1053870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1053872.250000 Penalty: 4476.208008
	Iteration 63Q: 3 clusters Score -1053872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1053869.500000 Penalty: 4476.208008
	Iteration 64Q: 3 clusters Score -1053870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1053873.875000 Penalty: 4476.208008
	Iteration 65Q: 3 clusters Score -1053874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1053873.875000 Penalty: 4476.208008
	Iteration 66Q: 3 clusters Score -1053874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1053878.250000 Penalty: 4476.208008
	Iteration 67Q: 3 clusters Score -1053878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1053881.875000 Penalty: 4476.208008
	Iteration 68Q: 3 clusters Score -1053882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1053881.250000 Penalty: 4476.208008
	Iteration 69Q: 3 clusters Score -1053881 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1053884.125000 Penalty: 4476.208008
	Iteration 70Q: 3 clusters Score -1053884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1053889.625000 Penalty: 4476.208008
	Iteration 71Q: 3 clusters Score -1053890 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1053894.375000 Penalty: 4476.208008
	Iteration 72Q: 3 clusters Score -1053894 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1053905.375000 Penalty: 4476.208008
	Iteration 73Q: 3 clusters Score -1053905 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1053913.125000 Penalty: 4476.208008
	Iteration 74Q: 3 clusters Score -1053913 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1053919.500000 Penalty: 4476.208008
	Iteration 75Q: 3 clusters Score -1053920 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1053928.750000 Penalty: 4476.208008
	Iteration 76Q: 3 clusters Score -1053929 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1053936.625000 Penalty: 4476.208008
	Iteration 77Q: 3 clusters Score -1053937 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1053948.750000 Penalty: 4476.208008
	Iteration 78Q: 3 clusters Score -1053949 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1053969.000000 Penalty: 4476.208008
	Iteration 79Q: 3 clusters Score -1053969 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1054001.250000 Penalty: 4476.208008
	Iteration 80F: 3 clusters Score -1054001 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1054039.000000 Penalty: 4476.208008
	Iteration 81Q: 3 clusters Score -1054039 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1054082.875000 Penalty: 4476.208008
	Iteration 82Q: 3 clusters Score -1054083 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1054119.750000 Penalty: 4476.208008
	Iteration 83Q: 3 clusters Score -1054120 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1054165.500000 Penalty: 4476.208008
	Iteration 84Q: 3 clusters Score -1054166 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1054210.125000 Penalty: 4476.208008
	Iteration 85Q: 3 clusters Score -1054210 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1054252.250000 Penalty: 4476.208008
	Iteration 86Q: 3 clusters Score -1054252 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1054297.000000 Penalty: 4476.208008
	Iteration 87Q: 3 clusters Score -1054297 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1054342.500000 Penalty: 4476.208008
	Iteration 88Q: 3 clusters Score -1054342 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1054384.000000 Penalty: 4476.208008
	Iteration 89Q: 3 clusters Score -1054384 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1054425.750000 Penalty: 4476.208008
	Iteration 90Q: 3 clusters Score -1054426 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1054453.750000 Penalty: 4476.208008
	Iteration 91Q: 3 clusters Score -1054454 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1054473.750000 Penalty: 4476.208008
	Iteration 92Q: 3 clusters Score -1054474 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1054496.375000 Penalty: 4476.208008
	Iteration 93Q: 3 clusters Score -1054496 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1054509.125000 Penalty: 4476.208008
	Iteration 94Q: 3 clusters Score -1054509 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1054522.875000 Penalty: 4476.208008
	Iteration 95Q: 3 clusters Score -1054523 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1054529.875000 Penalty: 4476.208008
	Iteration 96Q: 3 clusters Score -1054530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1054537.375000 Penalty: 4476.208008
	Iteration 97Q: 3 clusters Score -1054537 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1054544.500000 Penalty: 4476.208008
	Iteration 98Q: 3 clusters Score -1054544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1054551.500000 Penalty: 4476.208008
	Iteration 99Q: 3 clusters Score -1054552 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1054564.000000 Penalty: 4476.208008
	Iteration 100F: 3 clusters Score -1054564 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1054571.500000 Penalty: 4476.208008
	Iteration 101Q: 3 clusters Score -1054572 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1054582.250000 Penalty: 4476.208008
	Iteration 102Q: 3 clusters Score -1054582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1054589.125000 Penalty: 4476.208008
	Iteration 103Q: 3 clusters Score -1054589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1054595.125000 Penalty: 4476.208008
	Iteration 104Q: 3 clusters Score -1054595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1054597.875000 Penalty: 4476.208008
	Iteration 105Q: 3 clusters Score -1054598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1054606.250000 Penalty: 4476.208008
	Iteration 106Q: 3 clusters Score -1054606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1054607.125000 Penalty: 4476.208008
	Iteration 107Q: 3 clusters Score -1054607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1054607.000000 Penalty: 4476.208008
	Iteration 108Q: 3 clusters Score -1054607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1054609.625000 Penalty: 4476.208008
	Iteration 109Q: 3 clusters Score -1054610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1054611.500000 Penalty: 4476.208008
	Iteration 110Q: 3 clusters Score -1054612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1054611.250000 Penalty: 4476.208008
	Iteration 111Q: 3 clusters Score -1054611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1054612.375000 Penalty: 4476.208008
	Iteration 112Q: 3 clusters Score -1054612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1054612.375000 Penalty: 4476.208008
	Iteration 113F: 3 clusters Score -1054612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Entering Unmasked Estep 
Score: -2483861.750000 Penalty: 2454.921631
	Iteration 0F: 2 clusters Score -2483862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -2469828.500000 Penalty: 4909.843262
	Iteration 0F: 3 clusters Score -2469828 nChanged 8699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -2474342.750000 Penalty: 4909.843262
	Iteration 1F: 3 clusters Score -2474343 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2474737.750000 Penalty: 4909.843262
	Iteration 2F: 3 clusters Score -2474738 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -2475138.750000 Penalty: 4909.843262
	Iteration 3Q: 3 clusters Score -2475139 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2475531.000000 Penalty: 4909.843262
	Iteration 4Q: 3 clusters Score -2475531 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -2476003.750000 Penalty: 4909.843262
	Iteration 5Q: 3 clusters Score -2476004 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -2476631.750000 Penalty: 4909.843262
	Iteration 6F: 3 clusters Score -2476632 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -2477506.250000 Penalty: 4909.843262
	Iteration 7F: 3 clusters Score -2477506 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2478639.500000 Penalty: 4909.843262
	Iteration 8F: 3 clusters Score -2478640 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2479745.750000 Penalty: 4909.843262
	Iteration 9F: 3 clusters Score -2479746 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2480622.500000 Penalty: 4909.843262
	Iteration 10Q: 3 clusters Score -2480622 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2481192.500000 Penalty: 4909.843262
	Iteration 11Q: 3 clusters Score -2481192 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2481482.750000 Penalty: 4909.843262
	Iteration 12Q: 3 clusters Score -2481483 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2481617.500000 Penalty: 4909.843262
	Iteration 13Q: 3 clusters Score -2481618 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2481688.750000 Penalty: 4909.843262
	Iteration 14Q: 3 clusters Score -2481689 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2481728.250000 Penalty: 4909.843262
	Iteration 15Q: 3 clusters Score -2481728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2481749.500000 Penalty: 4909.843262
	Iteration 16Q: 3 clusters Score -2481750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2481761.500000 Penalty: 4909.843262
	Iteration 17Q: 3 clusters Score -2481762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2481774.750000 Penalty: 4909.843262
	Iteration 18Q: 3 clusters Score -2481775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2481794.500000 Penalty: 4909.843262
	Iteration 19Q: 3 clusters Score -2481794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2481801.500000 Penalty: 4909.843262
	Iteration 20F: 3 clusters Score -2481802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2481808.000000 Penalty: 4909.843262
	Iteration 21Q: 3 clusters Score -2481808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2481810.250000 Penalty: 4909.843262
	Iteration 22Q: 3 clusters Score -2481810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2481808.750000 Penalty: 4909.843262
	Iteration 23Q: 3 clusters Score -2481809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2481808.750000 Penalty: 4909.843262
	Iteration 24F: 3 clusters Score -2481809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Entering Unmasked Estep 
Score: -2708169.750000 Penalty: 2468.365479
	Iteration 0F: 2 clusters Score -2708170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -2693295.250000 Penalty: 4936.730957
	Iteration 0F: 3 clusters Score -2693295 nChanged 9369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2698456.500000 Penalty: 4936.730957
	Iteration 1F: 3 clusters Score -2698456 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2698940.250000 Penalty: 4936.730957
	Iteration 2F: 3 clusters Score -2698940 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -2699437.500000 Penalty: 4936.730957
	Iteration 3Q: 3 clusters Score -2699438 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -2699951.000000 Penalty: 4936.730957
	Iteration 4Q: 3 clusters Score -2699951 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2700576.500000 Penalty: 4936.730957
	Iteration 5F: 3 clusters Score -2700576 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -2701254.250000 Penalty: 4936.730957
	Iteration 6F: 3 clusters Score -2701254 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -2702073.750000 Penalty: 4936.730957
	Iteration 7F: 3 clusters Score -2702074 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -2703016.500000 Penalty: 4936.730957
	Iteration 8F: 3 clusters Score -2703016 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -2703877.000000 Penalty: 4936.730957
	Iteration 9F: 3 clusters Score -2703877 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -2704486.500000 Penalty: 4936.730957
	Iteration 10Q: 3 clusters Score -2704486 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -2704815.750000 Penalty: 4936.730957
	Iteration 11Q: 3 clusters Score -2704816 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2704990.500000 Penalty: 4936.730957
	Iteration 12Q: 3 clusters Score -2704990 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -2705119.750000 Penalty: 4936.730957
	Iteration 13Q: 3 clusters Score -2705120 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -2705220.750000 Penalty: 4936.730957
	Iteration 14Q: 3 clusters Score -2705221 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2705294.000000 Penalty: 4936.730957
	Iteration 15Q: 3 clusters Score -2705294 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -2705336.500000 Penalty: 4936.730957
	Iteration 16Q: 3 clusters Score -2705336 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -2705387.750000 Penalty: 4936.730957
	Iteration 17Q: 3 clusters Score -2705388 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2705436.000000 Penalty: 4936.730957
	Iteration 18Q: 3 clusters Score -2705436 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2705456.500000 Penalty: 4936.730957
	Iteration 19Q: 3 clusters Score -2705456 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2705497.000000 Penalty: 4936.730957
	Iteration 20F: 3 clusters Score -2705497 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2705519.250000 Penalty: 4936.730957
	Iteration 21Q: 3 clusters Score -2705519 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -2705549.000000 Penalty: 4936.730957
	Iteration 22Q: 3 clusters Score -2705549 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2705565.000000 Penalty: 4936.730957
	Iteration 23Q: 3 clusters Score -2705565 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -2705593.250000 Penalty: 4936.730957
	Iteration 24Q: 3 clusters Score -2705593 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2705605.000000 Penalty: 4936.730957
	Iteration 25Q: 3 clusters Score -2705605 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2705614.750000 Penalty: 4936.730957
	Iteration 26Q: 3 clusters Score -2705615 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2705627.000000 Penalty: 4936.730957
	Iteration 27Q: 3 clusters Score -2705627 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2705648.750000 Penalty: 4936.730957
	Iteration 28Q: 3 clusters Score -2705649 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2705655.500000 Penalty: 4936.730957
	Iteration 29Q: 3 clusters Score -2705656 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2705678.750000 Penalty: 4936.730957
	Iteration 30Q: 3 clusters Score -2705679 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2705676.750000 Penalty: 4936.730957
	Iteration 31Q: 3 clusters Score -2705677 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2705685.750000 Penalty: 4936.730957
	Iteration 32Q: 3 clusters Score -2705686 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2705701.000000 Penalty: 4936.730957
	Iteration 33Q: 3 clusters Score -2705701 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2705707.750000 Penalty: 4936.730957
	Iteration 34Q: 3 clusters Score -2705708 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2705710.750000 Penalty: 4936.730957
	Iteration 35Q: 3 clusters Score -2705711 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2705714.250000 Penalty: 4936.730957
	Iteration 36Q: 3 clusters Score -2705714 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2705727.750000 Penalty: 4936.730957
	Iteration 37Q: 3 clusters Score -2705728 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2705736.250000 Penalty: 4936.730957
	Iteration 38Q: 3 clusters Score -2705736 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2705731.500000 Penalty: 4936.730957
	Iteration 39Q: 3 clusters Score -2705732 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2705741.750000 Penalty: 4936.730957
	Iteration 40F: 3 clusters Score -2705742 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2705748.750000 Penalty: 4936.730957
	Iteration 41Q: 3 clusters Score -2705749 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2705769.250000 Penalty: 4936.730957
	Iteration 42Q: 3 clusters Score -2705769 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2705772.500000 Penalty: 4936.730957
	Iteration 43Q: 3 clusters Score -2705772 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2705785.250000 Penalty: 4936.730957
	Iteration 44Q: 3 clusters Score -2705785 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2705793.500000 Penalty: 4936.730957
	Iteration 45Q: 3 clusters Score -2705794 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2705797.750000 Penalty: 4936.730957
	Iteration 46Q: 3 clusters Score -2705798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2705798.250000 Penalty: 4936.730957
	Iteration 47Q: 3 clusters Score -2705798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2705800.000000 Penalty: 4936.730957
	Iteration 48Q: 3 clusters Score -2705800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2705807.750000 Penalty: 4936.730957
	Iteration 49Q: 3 clusters Score -2705808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2705818.750000 Penalty: 4936.730957
	Iteration 50Q: 3 clusters Score -2705819 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2705821.000000 Penalty: 4936.730957
	Iteration 51Q: 3 clusters Score -2705821 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2705827.750000 Penalty: 4936.730957
	Iteration 52Q: 3 clusters Score -2705828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2705831.500000 Penalty: 4936.730957
	Iteration 53Q: 3 clusters Score -2705832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2705830.500000 Penalty: 4936.730957
	Iteration 54Q: 3 clusters Score -2705830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2705834.500000 Penalty: 4936.730957
	Iteration 55Q: 3 clusters Score -2705834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2705840.000000 Penalty: 4936.730957
	Iteration 56Q: 3 clusters Score -2705840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2705838.250000 Penalty: 4936.730957
	Iteration 57Q: 3 clusters Score -2705838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2705841.000000 Penalty: 4936.730957
	Iteration 58Q: 3 clusters Score -2705841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2705840.750000 Penalty: 4936.730957
	Iteration 59Q: 3 clusters Score -2705841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2705842.500000 Penalty: 4936.730957
	Iteration 60F: 3 clusters Score -2705842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2705846.250000 Penalty: 4936.730957
	Iteration 61Q: 3 clusters Score -2705846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2705847.500000 Penalty: 4936.730957
	Iteration 62Q: 3 clusters Score -2705848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2705852.000000 Penalty: 4936.730957
	Iteration 63Q: 3 clusters Score -2705852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2705853.500000 Penalty: 4936.730957
	Iteration 64Q: 3 clusters Score -2705854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2705854.000000 Penalty: 4936.730957
	Iteration 65Q: 3 clusters Score -2705854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2705857.250000 Penalty: 4936.730957
	Iteration 66Q: 3 clusters Score -2705857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2705865.500000 Penalty: 4936.730957
	Iteration 67Q: 3 clusters Score -2705866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2705863.500000 Penalty: 4936.730957
	Iteration 68Q: 3 clusters Score -2705864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2705860.750000 Penalty: 4936.730957
	Iteration 69Q: 3 clusters Score -2705861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2705865.250000 Penalty: 4936.730957
	Iteration 70Q: 3 clusters Score -2705865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2705874.750000 Penalty: 4936.730957
	Iteration 71Q: 3 clusters Score -2705875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2705878.000000 Penalty: 4936.730957
	Iteration 72Q: 3 clusters Score -2705878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2705878.750000 Penalty: 4936.730957
	Iteration 73Q: 3 clusters Score -2705879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2705876.750000 Penalty: 4936.730957
	Iteration 74Q: 3 clusters Score -2705877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2705880.500000 Penalty: 4936.730957
	Iteration 75Q: 3 clusters Score -2705880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2705889.000000 Penalty: 4936.730957
	Iteration 76Q: 3 clusters Score -2705889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2705895.250000 Penalty: 4936.730957
	Iteration 77Q: 3 clusters Score -2705895 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2705894.000000 Penalty: 4936.730957
	Iteration 78Q: 3 clusters Score -2705894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2705894.750000 Penalty: 4936.730957
	Iteration 79Q: 3 clusters Score -2705895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2705893.500000 Penalty: 4936.730957
	Iteration 80F: 3 clusters Score -2705894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2705906.500000 Penalty: 4936.730957
	Iteration 81Q: 3 clusters Score -2705906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2705909.500000 Penalty: 4936.730957
	Iteration 82Q: 3 clusters Score -2705910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2705904.500000 Penalty: 4936.730957
	Iteration 83Q: 3 clusters Score -2705904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2705916.500000 Penalty: 4936.730957
	Iteration 84Q: 3 clusters Score -2705916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2705916.500000 Penalty: 4936.730957
	Iteration 85Q: 3 clusters Score -2705916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2705919.750000 Penalty: 4936.730957
	Iteration 86Q: 3 clusters Score -2705920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2705917.750000 Penalty: 4936.730957
	Iteration 87Q: 3 clusters Score -2705918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2705918.000000 Penalty: 4936.730957
	Iteration 88Q: 3 clusters Score -2705918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2705918.500000 Penalty: 4936.730957
	Iteration 89Q: 3 clusters Score -2705918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2705925.750000 Penalty: 4936.730957
	Iteration 90Q: 3 clusters Score -2705926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2705924.750000 Penalty: 4936.730957
	Iteration 91Q: 3 clusters Score -2705925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2705930.250000 Penalty: 4936.730957
	Iteration 92Q: 3 clusters Score -2705930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2705925.750000 Penalty: 4936.730957
	Iteration 93Q: 3 clusters Score -2705926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2705934.000000 Penalty: 4936.730957
	Iteration 94Q: 3 clusters Score -2705934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2705933.750000 Penalty: 4936.730957
	Iteration 95Q: 3 clusters Score -2705934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2705935.500000 Penalty: 4936.730957
	Iteration 96Q: 3 clusters Score -2705936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2705937.250000 Penalty: 4936.730957
	Iteration 97Q: 3 clusters Score -2705937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2705938.500000 Penalty: 4936.730957
	Iteration 98Q: 3 clusters Score -2705938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2705935.500000 Penalty: 4936.730957
	Iteration 99Q: 3 clusters Score -2705936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2705935.500000 Penalty: 4936.730957
	Iteration 100F: 3 clusters Score -2705936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Entering Unmasked Estep 
Score: -1296462.375000 Penalty: 2284.783691
	Iteration 0F: 2 clusters Score -1296462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1288827.000000 Penalty: 4569.567383
	Iteration 0F: 3 clusters Score -1288827 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1291078.750000 Penalty: 4569.567383
	Iteration 1F: 3 clusters Score -1291079 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1291391.125000 Penalty: 4569.567383
	Iteration 2F: 3 clusters Score -1291391 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1291604.375000 Penalty: 4569.567383
	Iteration 3Q: 3 clusters Score -1291604 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1291778.750000 Penalty: 4569.567383
	Iteration 4Q: 3 clusters Score -1291779 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1291924.250000 Penalty: 4569.567383
	Iteration 5Q: 3 clusters Score -1291924 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1292049.625000 Penalty: 4569.567383
	Iteration 6Q: 3 clusters Score -1292050 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1292182.625000 Penalty: 4569.567383
	Iteration 7Q: 3 clusters Score -1292183 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1292325.000000 Penalty: 4569.567383
	Iteration 8Q: 3 clusters Score -1292325 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1292494.375000 Penalty: 4569.567383
	Iteration 9Q: 3 clusters Score -1292494 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1292705.750000 Penalty: 4569.567383
	Iteration 10Q: 3 clusters Score -1292706 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1292912.625000 Penalty: 4569.567383
	Iteration 11Q: 3 clusters Score -1292913 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1293122.625000 Penalty: 4569.567383
	Iteration 12Q: 3 clusters Score -1293123 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1293358.625000 Penalty: 4569.567383
	Iteration 13Q: 3 clusters Score -1293359 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1293598.625000 Penalty: 4569.567383
	Iteration 14Q: 3 clusters Score -1293599 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1293810.875000 Penalty: 4569.567383
	Iteration 15Q: 3 clusters Score -1293811 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1293983.750000 Penalty: 4569.567383
	Iteration 16Q: 3 clusters Score -1293984 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1294101.750000 Penalty: 4569.567383
	Iteration 17Q: 3 clusters Score -1294102 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1294190.000000 Penalty: 4569.567383
	Iteration 18Q: 3 clusters Score -1294190 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1294268.250000 Penalty: 4569.567383
	Iteration 19Q: 3 clusters Score -1294268 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1294307.750000 Penalty: 4569.567383
	Iteration 20F: 3 clusters Score -1294308 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1294338.625000 Penalty: 4569.567383
	Iteration 21Q: 3 clusters Score -1294339 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1294360.375000 Penalty: 4569.567383
	Iteration 22Q: 3 clusters Score -1294360 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1294390.750000 Penalty: 4569.567383
	Iteration 23Q: 3 clusters Score -1294391 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1294405.125000 Penalty: 4569.567383
	Iteration 24Q: 3 clusters Score -1294405 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1294426.500000 Penalty: 4569.567383
	Iteration 25Q: 3 clusters Score -1294426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1294442.375000 Penalty: 4569.567383
	Iteration 26Q: 3 clusters Score -1294442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1294453.625000 Penalty: 4569.567383
	Iteration 27Q: 3 clusters Score -1294454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1294463.875000 Penalty: 4569.567383
	Iteration 28Q: 3 clusters Score -1294464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1294475.375000 Penalty: 4569.567383
	Iteration 29Q: 3 clusters Score -1294475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1294476.750000 Penalty: 4569.567383
	Iteration 30Q: 3 clusters Score -1294477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1294479.750000 Penalty: 4569.567383
	Iteration 31Q: 3 clusters Score -1294480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1294482.875000 Penalty: 4569.567383
	Iteration 32Q: 3 clusters Score -1294483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1294483.125000 Penalty: 4569.567383
	Iteration 33Q: 3 clusters Score -1294483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1294484.125000 Penalty: 4569.567383
	Iteration 34Q: 3 clusters Score -1294484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1294486.125000 Penalty: 4569.567383
	Iteration 35Q: 3 clusters Score -1294486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1294486.125000 Penalty: 4569.567383
	Iteration 36F: 3 clusters Score -1294486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Entering Unmasked Estep 
Score: -722120.562500 Penalty: 2139.304443
	Iteration 0F: 2 clusters Score -722120.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -717227.875000 Penalty: 4278.608887
	Iteration 0F: 3 clusters Score -717227.9 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -718427.750000 Penalty: 4278.608887
	Iteration 1F: 3 clusters Score -718427.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -718641.125000 Penalty: 4278.608887
	Iteration 2F: 3 clusters Score -718641.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -718785.750000 Penalty: 4278.608887
	Iteration 3Q: 3 clusters Score -718785.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -718903.437500 Penalty: 4278.608887
	Iteration 4Q: 3 clusters Score -718903.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -718992.187500 Penalty: 4278.608887
	Iteration 5Q: 3 clusters Score -718992.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -719066.687500 Penalty: 4278.608887
	Iteration 6Q: 3 clusters Score -719066.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -719137.250000 Penalty: 4278.608887
	Iteration 7Q: 3 clusters Score -719137.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -719200.687500 Penalty: 4278.608887
	Iteration 8Q: 3 clusters Score -719200.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -719261.562500 Penalty: 4278.608887
	Iteration 9Q: 3 clusters Score -719261.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -719317.250000 Penalty: 4278.608887
	Iteration 10Q: 3 clusters Score -719317.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -719365.625000 Penalty: 4278.608887
	Iteration 11Q: 3 clusters Score -719365.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -719409.750000 Penalty: 4278.608887
	Iteration 12Q: 3 clusters Score -719409.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -719454.062500 Penalty: 4278.608887
	Iteration 13Q: 3 clusters Score -719454.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -719500.562500 Penalty: 4278.608887
	Iteration 14Q: 3 clusters Score -719500.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -719550.750000 Penalty: 4278.608887
	Iteration 15Q: 3 clusters Score -719550.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -719605.187500 Penalty: 4278.608887
	Iteration 16Q: 3 clusters Score -719605.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -719655.812500 Penalty: 4278.608887
	Iteration 17Q: 3 clusters Score -719655.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -719716.562500 Penalty: 4278.608887
	Iteration 18Q: 3 clusters Score -719716.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -719776.687500 Penalty: 4278.608887
	Iteration 19Q: 3 clusters Score -719776.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -719834.312500 Penalty: 4278.608887
	Iteration 20F: 3 clusters Score -719834.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -719883.000000 Penalty: 4278.608887
	Iteration 21Q: 3 clusters Score -719883 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -719924.437500 Penalty: 4278.608887
	Iteration 22Q: 3 clusters Score -719924.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -719956.250000 Penalty: 4278.608887
	Iteration 23Q: 3 clusters Score -719956.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -719989.062500 Penalty: 4278.608887
	Iteration 24Q: 3 clusters Score -719989.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -720021.812500 Penalty: 4278.608887
	Iteration 25Q: 3 clusters Score -720021.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -720055.125000 Penalty: 4278.608887
	Iteration 26Q: 3 clusters Score -720055.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -720081.312500 Penalty: 4278.608887
	Iteration 27Q: 3 clusters Score -720081.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -720100.687500 Penalty: 4278.608887
	Iteration 28Q: 3 clusters Score -720100.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -720112.687500 Penalty: 4278.608887
	Iteration 29Q: 3 clusters Score -720112.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -720129.062500 Penalty: 4278.608887
	Iteration 30Q: 3 clusters Score -720129.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -720147.062500 Penalty: 4278.608887
	Iteration 31Q: 3 clusters Score -720147.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -720163.375000 Penalty: 4278.608887
	Iteration 32Q: 3 clusters Score -720163.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -720178.250000 Penalty: 4278.608887
	Iteration 33Q: 3 clusters Score -720178.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -720186.375000 Penalty: 4278.608887
	Iteration 34Q: 3 clusters Score -720186.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -720195.437500 Penalty: 4278.608887
	Iteration 35Q: 3 clusters Score -720195.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -720201.687500 Penalty: 4278.608887
	Iteration 36Q: 3 clusters Score -720201.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -720204.750000 Penalty: 4278.608887
	Iteration 37Q: 3 clusters Score -720204.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -720205.812500 Penalty: 4278.608887
	Iteration 38Q: 3 clusters Score -720205.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -720209.125000 Penalty: 4278.608887
	Iteration 39Q: 3 clusters Score -720209.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -720214.250000 Penalty: 4278.608887
	Iteration 40F: 3 clusters Score -720214.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -720216.250000 Penalty: 4278.608887
	Iteration 41Q: 3 clusters Score -720216.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -720219.875000 Penalty: 4278.608887
	Iteration 42Q: 3 clusters Score -720219.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -720220.375000 Penalty: 4278.608887
	Iteration 43Q: 3 clusters Score -720220.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -720220.375000 Penalty: 4278.608887
	Iteration 44F: 3 clusters Score -720220.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Entering Unmasked Estep 
Score: -1129454.625000 Penalty: 2250.821777
	Iteration 0F: 2 clusters Score -1129455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1122542.625000 Penalty: 4501.643555
	Iteration 0F: 3 clusters Score -1122543 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1124368.250000 Penalty: 4501.643555
	Iteration 1F: 3 clusters Score -1124368 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1124611.750000 Penalty: 4501.643555
	Iteration 2F: 3 clusters Score -1124612 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1124800.250000 Penalty: 4501.643555
	Iteration 3Q: 3 clusters Score -1124800 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1124953.750000 Penalty: 4501.643555
	Iteration 4Q: 3 clusters Score -1124954 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1125091.000000 Penalty: 4501.643555
	Iteration 5Q: 3 clusters Score -1125091 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1125248.000000 Penalty: 4501.643555
	Iteration 6Q: 3 clusters Score -1125248 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1125409.500000 Penalty: 4501.643555
	Iteration 7Q: 3 clusters Score -1125410 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1125584.625000 Penalty: 4501.643555
	Iteration 8Q: 3 clusters Score -1125585 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1125777.500000 Penalty: 4501.643555
	Iteration 9Q: 3 clusters Score -1125778 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1126009.375000 Penalty: 4501.643555
	Iteration 10Q: 3 clusters Score -1126009 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1126266.375000 Penalty: 4501.643555
	Iteration 11Q: 3 clusters Score -1126266 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1126528.250000 Penalty: 4501.643555
	Iteration 12Q: 3 clusters Score -1126528 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1126787.000000 Penalty: 4501.643555
	Iteration 13Q: 3 clusters Score -1126787 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1127009.000000 Penalty: 4501.643555
	Iteration 14Q: 3 clusters Score -1127009 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1127165.750000 Penalty: 4501.643555
	Iteration 15Q: 3 clusters Score -1127166 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1127276.625000 Penalty: 4501.643555
	Iteration 16Q: 3 clusters Score -1127277 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1127353.875000 Penalty: 4501.643555
	Iteration 17Q: 3 clusters Score -1127354 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1127417.000000 Penalty: 4501.643555
	Iteration 18Q: 3 clusters Score -1127417 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1127450.250000 Penalty: 4501.643555
	Iteration 19Q: 3 clusters Score -1127450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1127470.375000 Penalty: 4501.643555
	Iteration 20F: 3 clusters Score -1127470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1127488.125000 Penalty: 4501.643555
	Iteration 21Q: 3 clusters Score -1127488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1127497.375000 Penalty: 4501.643555
	Iteration 22Q: 3 clusters Score -1127497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1127499.625000 Penalty: 4501.643555
	Iteration 23Q: 3 clusters Score -1127500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1127499.250000 Penalty: 4501.643555
	Iteration 24Q: 3 clusters Score -1127499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1127499.250000 Penalty: 4501.643555
	Iteration 25Q: 3 clusters Score -1127499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1127499.250000 Penalty: 4501.643555
	Iteration 26F: 3 clusters Score -1127499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Entering Unmasked Estep 
Score: -237359.750000 Penalty: 1878.363159
	Iteration 0F: 2 clusters Score -237359.8 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 970 members 
Entering Unmasked Estep 
Score: -234749.937500 Penalty: 3756.726318
	Iteration 0F: 3 clusters Score -234749.9 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -235177.875000 Penalty: 3756.726318
	Iteration 1F: 3 clusters Score -235177.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -235337.765625 Penalty: 3756.726318
	Iteration 2F: 3 clusters Score -235337.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -235422.359375 Penalty: 3756.726318
	Iteration 3Q: 3 clusters Score -235422.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -235489.062500 Penalty: 3756.726318
	Iteration 4Q: 3 clusters Score -235489.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -235547.328125 Penalty: 3756.726318
	Iteration 5Q: 3 clusters Score -235547.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -235578.312500 Penalty: 3756.726318
	Iteration 6Q: 3 clusters Score -235578.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -235614.468750 Penalty: 3756.726318
	Iteration 7Q: 3 clusters Score -235614.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -235652.109375 Penalty: 3756.726318
	Iteration 8Q: 3 clusters Score -235652.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -235686.250000 Penalty: 3756.726318
	Iteration 9Q: 3 clusters Score -235686.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -235719.671875 Penalty: 3756.726318
	Iteration 10Q: 3 clusters Score -235719.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -235750.468750 Penalty: 3756.726318
	Iteration 11Q: 3 clusters Score -235750.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -235769.093750 Penalty: 3756.726318
	Iteration 12Q: 3 clusters Score -235769.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -235793.531250 Penalty: 3756.726318
	Iteration 13Q: 3 clusters Score -235793.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -235811.781250 Penalty: 3756.726318
	Iteration 14Q: 3 clusters Score -235811.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -235823.078125 Penalty: 3756.726318
	Iteration 15Q: 3 clusters Score -235823.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -235833.750000 Penalty: 3756.726318
	Iteration 16Q: 3 clusters Score -235833.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -235840.046875 Penalty: 3756.726318
	Iteration 17Q: 3 clusters Score -235840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -235848.312500 Penalty: 3756.726318
	Iteration 18Q: 3 clusters Score -235848.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -235856.625000 Penalty: 3756.726318
	Iteration 19Q: 3 clusters Score -235856.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -235866.656250 Penalty: 3756.726318
	Iteration 20F: 3 clusters Score -235866.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -235875.515625 Penalty: 3756.726318
	Iteration 21Q: 3 clusters Score -235875.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -235882.296875 Penalty: 3756.726318
	Iteration 22Q: 3 clusters Score -235882.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -235885.656250 Penalty: 3756.726318
	Iteration 23Q: 3 clusters Score -235885.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -235888.734375 Penalty: 3756.726318
	Iteration 24Q: 3 clusters Score -235888.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -235890.125000 Penalty: 3756.726318
	Iteration 25Q: 3 clusters Score -235890.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -235892.656250 Penalty: 3756.726318
	Iteration 26Q: 3 clusters Score -235892.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -235893.281250 Penalty: 3756.726318
	Iteration 27Q: 3 clusters Score -235893.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -235894.609375 Penalty: 3756.726318
	Iteration 28Q: 3 clusters Score -235894.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -235894.906250 Penalty: 3756.726318
	Iteration 29Q: 3 clusters Score -235894.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -235895.703125 Penalty: 3756.726318
	Iteration 30Q: 3 clusters Score -235895.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -235895.812500 Penalty: 3756.726318
	Iteration 31Q: 3 clusters Score -235895.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -235896.375000 Penalty: 3756.726318
	Iteration 32Q: 3 clusters Score -235896.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -235896.375000 Penalty: 3756.726318
	Iteration 33F: 3 clusters Score -235896.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 103705 members 
Mstep: Class 3 contains 26168 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5677 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208601 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9361 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8305 members 
Mstep: Class 19 contains 19908 members 
Mstep: Class 20 contains 21017 members 
Mstep: Class 21 contains 10025 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8742 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726364.000000 Penalty: 71155.500000
Iteration 119Q: 23 clusters Score -5.772636e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 103703 members 
Mstep: Class 3 contains 26167 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5693 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208588 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9362 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8303 members 
Mstep: Class 19 contains 19907 members 
Mstep: Class 20 contains 21017 members 
Mstep: Class 21 contains 10026 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8743 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726360.000000 Penalty: 71155.500000
Iteration 120F: 23 clusters Score -5.772636e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 103702 members 
Mstep: Class 3 contains 26167 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5704 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208574 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9363 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8303 members 
Mstep: Class 19 contains 19907 members 
Mstep: Class 20 contains 21016 members 
Mstep: Class 21 contains 10026 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8744 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726364.000000 Penalty: 71155.500000
Iteration 121Q: 23 clusters Score -5.772636e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 103707 members 
Mstep: Class 3 contains 26165 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5713 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208560 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8302 members 
Mstep: Class 19 contains 19906 members 
Mstep: Class 20 contains 21017 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8745 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726388.000000 Penalty: 71155.500000
Iteration 122Q: 23 clusters Score -5.772639e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 103708 members 
Mstep: Class 3 contains 26164 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208553 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9364 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8304 members 
Mstep: Class 19 contains 19906 members 
Mstep: Class 20 contains 21017 members 
Mstep: Class 21 contains 10029 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8748 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726404.000000 Penalty: 71155.500000
Iteration 123Q: 23 clusters Score -5.77264e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 103707 members 
Mstep: Class 3 contains 26165 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5723 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208546 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9364 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8306 members 
Mstep: Class 19 contains 19906 members 
Mstep: Class 20 contains 21017 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726408.000000 Penalty: 71155.500000
Iteration 124Q: 23 clusters Score -5.772641e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 103708 members 
Mstep: Class 3 contains 26168 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5729 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208539 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8301 members 
Mstep: Class 19 contains 19907 members 
Mstep: Class 20 contains 21017 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8750 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726440.000000 Penalty: 71155.500000
Iteration 125Q: 23 clusters Score -5.772644e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 103714 members 
Mstep: Class 3 contains 26169 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5736 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208532 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8295 members 
Mstep: Class 19 contains 19907 members 
Mstep: Class 20 contains 21017 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726452.000000 Penalty: 71155.500000
Iteration 126Q: 23 clusters Score -5.772645e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 103715 members 
Mstep: Class 3 contains 26168 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5740 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208531 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8293 members 
Mstep: Class 19 contains 19908 members 
Mstep: Class 20 contains 21018 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726448.000000 Penalty: 71155.500000
Iteration 127Q: 23 clusters Score -5.772645e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 103717 members 
Mstep: Class 3 contains 26168 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5745 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208526 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8290 members 
Mstep: Class 19 contains 19907 members 
Mstep: Class 20 contains 21019 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726476.000000 Penalty: 71155.500000
Iteration 128Q: 23 clusters Score -5.772648e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 103716 members 
Mstep: Class 3 contains 26168 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5746 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208526 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8289 members 
Mstep: Class 19 contains 19906 members 
Mstep: Class 20 contains 21020 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726480.000000 Penalty: 71155.500000
Iteration 129Q: 23 clusters Score -5.772648e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 103718 members 
Mstep: Class 3 contains 26167 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5747 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208527 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8287 members 
Mstep: Class 19 contains 19906 members 
Mstep: Class 20 contains 21020 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726472.000000 Penalty: 71155.500000
Iteration 130Q: 23 clusters Score -5.772647e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 103719 members 
Mstep: Class 3 contains 26167 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5750 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208525 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9366 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8284 members 
Mstep: Class 19 contains 19905 members 
Mstep: Class 20 contains 21020 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726484.000000 Penalty: 71155.500000
Iteration 131Q: 23 clusters Score -5.772648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 103720 members 
Mstep: Class 3 contains 26167 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5752 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208522 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9366 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8284 members 
Mstep: Class 19 contains 19904 members 
Mstep: Class 20 contains 21020 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726480.000000 Penalty: 71155.500000
Iteration 132Q: 23 clusters Score -5.772648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 103719 members 
Mstep: Class 3 contains 26167 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5755 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208523 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9366 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8283 members 
Mstep: Class 19 contains 19902 members 
Mstep: Class 20 contains 21020 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726492.000000 Penalty: 71155.500000
Iteration 133Q: 23 clusters Score -5.772649e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 103720 members 
Mstep: Class 3 contains 26167 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5756 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208523 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9366 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8283 members 
Mstep: Class 19 contains 19900 members 
Mstep: Class 20 contains 21020 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726504.000000 Penalty: 71155.500000
Iteration 134Q: 23 clusters Score -5.77265e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 103721 members 
Mstep: Class 3 contains 26167 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5756 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208525 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8283 members 
Mstep: Class 19 contains 19898 members 
Mstep: Class 20 contains 21020 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726516.000000 Penalty: 71155.500000
Iteration 135Q: 23 clusters Score -5.772652e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 103721 members 
Mstep: Class 3 contains 26167 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5759 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208525 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8282 members 
Mstep: Class 19 contains 19896 members 
Mstep: Class 20 contains 21020 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726528.000000 Penalty: 71155.500000
Iteration 136Q: 23 clusters Score -5.772653e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 103724 members 
Mstep: Class 3 contains 26168 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5762 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208521 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8280 members 
Mstep: Class 19 contains 19895 members 
Mstep: Class 20 contains 21020 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726568.000000 Penalty: 71155.500000
Iteration 137Q: 23 clusters Score -5.772657e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 103725 members 
Mstep: Class 3 contains 26167 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5764 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208521 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8279 members 
Mstep: Class 19 contains 19894 members 
Mstep: Class 20 contains 21020 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726532.000000 Penalty: 71155.500000
Iteration 138Q: 23 clusters Score -5.772653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 103726 members 
Mstep: Class 3 contains 26167 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5766 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208519 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8279 members 
Mstep: Class 19 contains 19894 members 
Mstep: Class 20 contains 21020 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726528.000000 Penalty: 71155.500000
Iteration 139Q: 23 clusters Score -5.772653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 103726 members 
Mstep: Class 3 contains 26167 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5766 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208520 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8279 members 
Mstep: Class 19 contains 19894 members 
Mstep: Class 20 contains 21021 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726564.000000 Penalty: 71155.500000
Iteration 140F: 23 clusters Score -5.772656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 103726 members 
Mstep: Class 3 contains 26167 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5766 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208523 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8279 members 
Mstep: Class 19 contains 19893 members 
Mstep: Class 20 contains 21020 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726532.000000 Penalty: 71155.500000
Iteration 141Q: 23 clusters Score -5.772653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 103726 members 
Mstep: Class 3 contains 26167 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5766 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208526 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8279 members 
Mstep: Class 19 contains 19892 members 
Mstep: Class 20 contains 21018 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726536.000000 Penalty: 71155.500000
Iteration 142Q: 23 clusters Score -5.772654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 103726 members 
Mstep: Class 3 contains 26167 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5766 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208527 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8279 members 
Mstep: Class 19 contains 19892 members 
Mstep: Class 20 contains 21017 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726532.000000 Penalty: 71155.500000
Iteration 143Q: 23 clusters Score -5.772653e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 103726 members 
Mstep: Class 3 contains 26167 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5766 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208527 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8279 members 
Mstep: Class 19 contains 19892 members 
Mstep: Class 20 contains 21017 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726532.000000 Penalty: 71155.500000
Iteration 144F: 23 clusters Score -5.772653e+07 nChanged 0
Entering ConstructFrom: 
Score: -57726532.000000 Penalty: 71155.500000
Entering ConstructFrom: 
Trying to split cluster 1 (25581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Entering Unmasked Estep 
Score: -3297149.750000 Penalty: 2517.102051
	Iteration 0F: 2 clusters Score -3297150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -3279499.500000 Penalty: 5034.204102
	Iteration 0F: 3 clusters Score -3279500 nChanged 11317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -3285688.000000 Penalty: 5034.204102
	Iteration 1F: 3 clusters Score -3285688 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -3286644.500000 Penalty: 5034.204102
	Iteration 2F: 3 clusters Score -3286644 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -3287859.500000 Penalty: 5034.204102
	Iteration 3F: 3 clusters Score -3287860 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -3288993.500000 Penalty: 5034.204102
	Iteration 4F: 3 clusters Score -3288994 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -3289946.250000 Penalty: 5034.204102
	Iteration 5F: 3 clusters Score -3289946 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -3290715.750000 Penalty: 5034.204102
	Iteration 6F: 3 clusters Score -3290716 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -3291349.500000 Penalty: 5034.204102
	Iteration 7Q: 3 clusters Score -3291350 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -3291934.750000 Penalty: 5034.204102
	Iteration 8Q: 3 clusters Score -3291935 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -3292538.000000 Penalty: 5034.204102
	Iteration 9Q: 3 clusters Score -3292538 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -3293256.750000 Penalty: 5034.204102
	Iteration 10Q: 3 clusters Score -3293257 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -3294030.000000 Penalty: 5034.204102
	Iteration 11Q: 3 clusters Score -3294030 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -3294779.250000 Penalty: 5034.204102
	Iteration 12Q: 3 clusters Score -3294779 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -3295403.500000 Penalty: 5034.204102
	Iteration 13Q: 3 clusters Score -3295404 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -3295926.250000 Penalty: 5034.204102
	Iteration 14Q: 3 clusters Score -3295926 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -3296312.750000 Penalty: 5034.204102
	Iteration 15Q: 3 clusters Score -3296313 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -3296525.500000 Penalty: 5034.204102
	Iteration 16Q: 3 clusters Score -3296526 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -3296675.750000 Penalty: 5034.204102
	Iteration 17Q: 3 clusters Score -3296676 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -3296754.250000 Penalty: 5034.204102
	Iteration 18Q: 3 clusters Score -3296754 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -3296812.250000 Penalty: 5034.204102
	Iteration 19Q: 3 clusters Score -3296812 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -3296857.000000 Penalty: 5034.204102
	Iteration 20F: 3 clusters Score -3296857 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -3296883.250000 Penalty: 5034.204102
	Iteration 21Q: 3 clusters Score -3296883 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -3296899.500000 Penalty: 5034.204102
	Iteration 22Q: 3 clusters Score -3296900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -3296910.250000 Penalty: 5034.204102
	Iteration 23Q: 3 clusters Score -3296910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -3296911.250000 Penalty: 5034.204102
	Iteration 24Q: 3 clusters Score -3296911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -3296914.500000 Penalty: 5034.204102
	Iteration 25Q: 3 clusters Score -3296914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -3296916.750000 Penalty: 5034.204102
	Iteration 26Q: 3 clusters Score -3296917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -3296913.750000 Penalty: 5034.204102
	Iteration 27Q: 3 clusters Score -3296914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -3296914.250000 Penalty: 5034.204102
	Iteration 28Q: 3 clusters Score -3296914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -3296917.500000 Penalty: 5034.204102
	Iteration 29Q: 3 clusters Score -3296918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -3296919.250000 Penalty: 5034.204102
	Iteration 30Q: 3 clusters Score -3296919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -3296919.250000 Penalty: 5034.204102
	Iteration 31F: 3 clusters Score -3296919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (103726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103726 members 
Entering Unmasked Estep 
Score: -13308610.000000 Penalty: 2864.278076
	Iteration 0F: 2 clusters Score -1.330861e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51738 members 
Mstep: Class 2 contains 51988 members 
Entering Unmasked Estep 
Score: -13239590.000000 Penalty: 5728.556152
	Iteration 0F: 3 clusters Score -1.323959e+07 nChanged 48742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51194 members 
Mstep: Class 2 contains 52532 members 
Entering Unmasked Estep 
Score: -13267855.000000 Penalty: 5728.556152
	Iteration 1F: 3 clusters Score -1.326786e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50906 members 
Mstep: Class 2 contains 52820 members 
Entering Unmasked Estep 
Score: -13269405.000000 Penalty: 5728.556152
	Iteration 2Q: 3 clusters Score -1.32694e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50660 members 
Mstep: Class 2 contains 53066 members 
Entering Unmasked Estep 
Score: -13271349.000000 Penalty: 5728.556152
	Iteration 3Q: 3 clusters Score -1.327135e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50593 members 
Mstep: Class 2 contains 53133 members 
Entering Unmasked Estep 
Score: -13273775.000000 Penalty: 5728.556152
	Iteration 4Q: 3 clusters Score -1.327378e+07 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51008 members 
Mstep: Class 2 contains 52718 members 
Entering Unmasked Estep 
Score: -13276415.000000 Penalty: 5728.556152
	Iteration 5F: 3 clusters Score -1.327642e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51908 members 
Mstep: Class 2 contains 51818 members 
Entering Unmasked Estep 
Score: -13279077.000000 Penalty: 5728.556152
	Iteration 6F: 3 clusters Score -1.327908e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53448 members 
Mstep: Class 2 contains 50278 members 
Entering Unmasked Estep 
Score: -13281871.000000 Penalty: 5728.556152
	Iteration 7F: 3 clusters Score -1.328187e+07 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55616 members 
Mstep: Class 2 contains 48110 members 
Entering Unmasked Estep 
Score: -13285154.000000 Penalty: 5728.556152
	Iteration 8F: 3 clusters Score -1.328515e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58504 members 
Mstep: Class 2 contains 45222 members 
Entering Unmasked Estep 
Score: -13288970.000000 Penalty: 5728.556152
	Iteration 9F: 3 clusters Score -1.328897e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61570 members 
Mstep: Class 2 contains 42156 members 
Entering Unmasked Estep 
Score: -13293083.000000 Penalty: 5728.556152
	Iteration 10F: 3 clusters Score -1.329308e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64416 members 
Mstep: Class 2 contains 39310 members 
Entering Unmasked Estep 
Score: -13295701.000000 Penalty: 5728.556152
	Iteration 11Q: 3 clusters Score -1.32957e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66950 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -13297369.000000 Penalty: 5728.556152
	Iteration 12Q: 3 clusters Score -1.329737e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69459 members 
Mstep: Class 2 contains 34267 members 
Entering Unmasked Estep 
Score: -13298768.000000 Penalty: 5728.556152
	Iteration 13Q: 3 clusters Score -1.329877e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72016 members 
Mstep: Class 2 contains 31710 members 
Entering Unmasked Estep 
Score: -13300296.000000 Penalty: 5728.556152
	Iteration 14Q: 3 clusters Score -1.33003e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74449 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -13301636.000000 Penalty: 5728.556152
	Iteration 15Q: 3 clusters Score -1.330164e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76722 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -13303008.000000 Penalty: 5728.556152
	Iteration 16Q: 3 clusters Score -1.330301e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78813 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -13304174.000000 Penalty: 5728.556152
	Iteration 17Q: 3 clusters Score -1.330417e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80636 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -13305157.000000 Penalty: 5728.556152
	Iteration 18Q: 3 clusters Score -1.330516e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82170 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -13305919.000000 Penalty: 5728.556152
	Iteration 19Q: 3 clusters Score -1.330592e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83481 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -13306428.000000 Penalty: 5728.556152
	Iteration 20F: 3 clusters Score -1.330643e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84594 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -13306808.000000 Penalty: 5728.556152
	Iteration 21Q: 3 clusters Score -1.330681e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85493 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -13307045.000000 Penalty: 5728.556152
	Iteration 22Q: 3 clusters Score -1.330704e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86251 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -13307253.000000 Penalty: 5728.556152
	Iteration 23Q: 3 clusters Score -1.330725e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86924 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -13307424.000000 Penalty: 5728.556152
	Iteration 24Q: 3 clusters Score -1.330742e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87480 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -13307511.000000 Penalty: 5728.556152
	Iteration 25Q: 3 clusters Score -1.330751e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87970 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -13307563.000000 Penalty: 5728.556152
	Iteration 26Q: 3 clusters Score -1.330756e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88414 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -13307629.000000 Penalty: 5728.556152
	Iteration 27Q: 3 clusters Score -1.330763e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88803 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -13307760.000000 Penalty: 5728.556152
	Iteration 28Q: 3 clusters Score -1.330776e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89152 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -13307794.000000 Penalty: 5728.556152
	Iteration 29Q: 3 clusters Score -1.330779e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89482 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -13307857.000000 Penalty: 5728.556152
	Iteration 30Q: 3 clusters Score -1.330786e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89791 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -13307891.000000 Penalty: 5728.556152
	Iteration 31Q: 3 clusters Score -1.330789e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90076 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -13307930.000000 Penalty: 5728.556152
	Iteration 32Q: 3 clusters Score -1.330793e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90330 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -13307959.000000 Penalty: 5728.556152
	Iteration 33Q: 3 clusters Score -1.330796e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90571 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -13307951.000000 Penalty: 5728.556152
	Iteration 34Q: 3 clusters Score -1.330795e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90797 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -13307956.000000 Penalty: 5728.556152
	Iteration 35Q: 3 clusters Score -1.330796e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91007 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -13307982.000000 Penalty: 5728.556152
	Iteration 36Q: 3 clusters Score -1.330798e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91182 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -13307980.000000 Penalty: 5728.556152
	Iteration 37Q: 3 clusters Score -1.330798e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91335 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -13307976.000000 Penalty: 5728.556152
	Iteration 38Q: 3 clusters Score -1.330798e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91476 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -13307985.000000 Penalty: 5728.556152
	Iteration 39Q: 3 clusters Score -1.330798e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91597 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -13307989.000000 Penalty: 5728.556152
	Iteration 40F: 3 clusters Score -1.330799e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91705 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -13307984.000000 Penalty: 5728.556152
	Iteration 41Q: 3 clusters Score -1.330798e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91794 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -13308021.000000 Penalty: 5728.556152
	Iteration 42Q: 3 clusters Score -1.330802e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91885 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -13308037.000000 Penalty: 5728.556152
	Iteration 43Q: 3 clusters Score -1.330804e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91969 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -13308046.000000 Penalty: 5728.556152
	Iteration 44Q: 3 clusters Score -1.330805e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92058 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -13308084.000000 Penalty: 5728.556152
	Iteration 45Q: 3 clusters Score -1.330808e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92142 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -13308092.000000 Penalty: 5728.556152
	Iteration 46Q: 3 clusters Score -1.330809e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92204 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -13308105.000000 Penalty: 5728.556152
	Iteration 47Q: 3 clusters Score -1.33081e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92263 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -13308105.000000 Penalty: 5728.556152
	Iteration 48Q: 3 clusters Score -1.33081e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92318 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -13308129.000000 Penalty: 5728.556152
	Iteration 49Q: 3 clusters Score -1.330813e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92359 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -13308147.000000 Penalty: 5728.556152
	Iteration 50Q: 3 clusters Score -1.330815e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92396 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -13308136.000000 Penalty: 5728.556152
	Iteration 51Q: 3 clusters Score -1.330814e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92431 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -13308141.000000 Penalty: 5728.556152
	Iteration 52Q: 3 clusters Score -1.330814e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92468 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -13308120.000000 Penalty: 5728.556152
	Iteration 53Q: 3 clusters Score -1.330812e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92504 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -13308128.000000 Penalty: 5728.556152
	Iteration 54Q: 3 clusters Score -1.330813e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92536 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -13308135.000000 Penalty: 5728.556152
	Iteration 55Q: 3 clusters Score -1.330814e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92575 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -13308124.000000 Penalty: 5728.556152
	Iteration 56Q: 3 clusters Score -1.330812e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92605 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -13308114.000000 Penalty: 5728.556152
	Iteration 57Q: 3 clusters Score -1.330811e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92631 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -13308128.000000 Penalty: 5728.556152
	Iteration 58Q: 3 clusters Score -1.330813e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92648 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -13308131.000000 Penalty: 5728.556152
	Iteration 59Q: 3 clusters Score -1.330813e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92663 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -13308128.000000 Penalty: 5728.556152
	Iteration 60F: 3 clusters Score -1.330813e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92682 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -13308121.000000 Penalty: 5728.556152
	Iteration 61Q: 3 clusters Score -1.330812e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92706 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -13308149.000000 Penalty: 5728.556152
	Iteration 62Q: 3 clusters Score -1.330815e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92731 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -13308136.000000 Penalty: 5728.556152
	Iteration 63Q: 3 clusters Score -1.330814e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92754 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -13308144.000000 Penalty: 5728.556152
	Iteration 64Q: 3 clusters Score -1.330814e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92777 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -13308153.000000 Penalty: 5728.556152
	Iteration 65Q: 3 clusters Score -1.330815e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92808 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -13308142.000000 Penalty: 5728.556152
	Iteration 66Q: 3 clusters Score -1.330814e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92834 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -13308143.000000 Penalty: 5728.556152
	Iteration 67Q: 3 clusters Score -1.330814e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92849 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -13308148.000000 Penalty: 5728.556152
	Iteration 68Q: 3 clusters Score -1.330815e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92861 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -13308151.000000 Penalty: 5728.556152
	Iteration 69Q: 3 clusters Score -1.330815e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92872 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -13308156.000000 Penalty: 5728.556152
	Iteration 70Q: 3 clusters Score -1.330816e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92881 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -13308155.000000 Penalty: 5728.556152
	Iteration 71Q: 3 clusters Score -1.330816e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92892 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -13308154.000000 Penalty: 5728.556152
	Iteration 72Q: 3 clusters Score -1.330815e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92903 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -13308150.000000 Penalty: 5728.556152
	Iteration 73Q: 3 clusters Score -1.330815e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92913 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -13308157.000000 Penalty: 5728.556152
	Iteration 74Q: 3 clusters Score -1.330816e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92923 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -13308159.000000 Penalty: 5728.556152
	Iteration 75Q: 3 clusters Score -1.330816e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92933 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -13308152.000000 Penalty: 5728.556152
	Iteration 76Q: 3 clusters Score -1.330815e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92942 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -13308148.000000 Penalty: 5728.556152
	Iteration 77Q: 3 clusters Score -1.330815e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92951 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -13308156.000000 Penalty: 5728.556152
	Iteration 78Q: 3 clusters Score -1.330816e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92964 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -13308144.000000 Penalty: 5728.556152
	Iteration 79Q: 3 clusters Score -1.330814e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92977 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -13308162.000000 Penalty: 5728.556152
	Iteration 80F: 3 clusters Score -1.330816e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92988 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -13308186.000000 Penalty: 5728.556152
	Iteration 81Q: 3 clusters Score -1.330819e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93000 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -13308193.000000 Penalty: 5728.556152
	Iteration 82Q: 3 clusters Score -1.330819e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93008 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -13308200.000000 Penalty: 5728.556152
	Iteration 83Q: 3 clusters Score -1.33082e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93015 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -13308190.000000 Penalty: 5728.556152
	Iteration 84Q: 3 clusters Score -1.330819e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93026 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -13308199.000000 Penalty: 5728.556152
	Iteration 85Q: 3 clusters Score -1.33082e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93037 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -13308205.000000 Penalty: 5728.556152
	Iteration 86Q: 3 clusters Score -1.33082e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93046 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -13308182.000000 Penalty: 5728.556152
	Iteration 87Q: 3 clusters Score -1.330818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93054 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -13308183.000000 Penalty: 5728.556152
	Iteration 88Q: 3 clusters Score -1.330818e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93061 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -13308174.000000 Penalty: 5728.556152
	Iteration 89Q: 3 clusters Score -1.330817e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93073 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -13308181.000000 Penalty: 5728.556152
	Iteration 90Q: 3 clusters Score -1.330818e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93086 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -13308186.000000 Penalty: 5728.556152
	Iteration 91Q: 3 clusters Score -1.330819e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93098 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -13308186.000000 Penalty: 5728.556152
	Iteration 92Q: 3 clusters Score -1.330819e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93108 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -13308184.000000 Penalty: 5728.556152
	Iteration 93Q: 3 clusters Score -1.330818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93117 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -13308191.000000 Penalty: 5728.556152
	Iteration 94Q: 3 clusters Score -1.330819e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93129 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -13308189.000000 Penalty: 5728.556152
	Iteration 95Q: 3 clusters Score -1.330819e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93145 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -13308189.000000 Penalty: 5728.556152
	Iteration 96Q: 3 clusters Score -1.330819e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93156 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -13308179.000000 Penalty: 5728.556152
	Iteration 97Q: 3 clusters Score -1.330818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93165 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -13308188.000000 Penalty: 5728.556152
	Iteration 98Q: 3 clusters Score -1.330819e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93172 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -13308176.000000 Penalty: 5728.556152
	Iteration 99Q: 3 clusters Score -1.330818e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93182 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -13308178.000000 Penalty: 5728.556152
	Iteration 100F: 3 clusters Score -1.330818e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93193 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -13308152.000000 Penalty: 5728.556152
	Iteration 101Q: 3 clusters Score -1.330815e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93207 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -13308163.000000 Penalty: 5728.556152
	Iteration 102Q: 3 clusters Score -1.330816e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93218 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -13308162.000000 Penalty: 5728.556152
	Iteration 103Q: 3 clusters Score -1.330816e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93236 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -13308182.000000 Penalty: 5728.556152
	Iteration 104Q: 3 clusters Score -1.330818e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93256 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -13308178.000000 Penalty: 5728.556152
	Iteration 105Q: 3 clusters Score -1.330818e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93275 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -13308174.000000 Penalty: 5728.556152
	Iteration 106Q: 3 clusters Score -1.330817e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93294 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -13308181.000000 Penalty: 5728.556152
	Iteration 107Q: 3 clusters Score -1.330818e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93310 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -13308177.000000 Penalty: 5728.556152
	Iteration 108Q: 3 clusters Score -1.330818e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93329 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -13308171.000000 Penalty: 5728.556152
	Iteration 109Q: 3 clusters Score -1.330817e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93353 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -13308191.000000 Penalty: 5728.556152
	Iteration 110Q: 3 clusters Score -1.330819e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93374 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -13308193.000000 Penalty: 5728.556152
	Iteration 111Q: 3 clusters Score -1.330819e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93391 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -13308193.000000 Penalty: 5728.556152
	Iteration 112Q: 3 clusters Score -1.330819e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93409 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -13308176.000000 Penalty: 5728.556152
	Iteration 113Q: 3 clusters Score -1.330818e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93428 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -13308169.000000 Penalty: 5728.556152
	Iteration 114Q: 3 clusters Score -1.330817e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93453 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -13308168.000000 Penalty: 5728.556152
	Iteration 115Q: 3 clusters Score -1.330817e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93473 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -13308169.000000 Penalty: 5728.556152
	Iteration 116Q: 3 clusters Score -1.330817e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93495 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -13308178.000000 Penalty: 5728.556152
	Iteration 117Q: 3 clusters Score -1.330818e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93513 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -13308166.000000 Penalty: 5728.556152
	Iteration 118Q: 3 clusters Score -1.330817e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93529 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -13308165.000000 Penalty: 5728.556152
	Iteration 119Q: 3 clusters Score -1.330816e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93544 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -13308171.000000 Penalty: 5728.556152
	Iteration 120F: 3 clusters Score -1.330817e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93564 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -13308173.000000 Penalty: 5728.556152
	Iteration 121Q: 3 clusters Score -1.330817e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93586 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -13308181.000000 Penalty: 5728.556152
	Iteration 122Q: 3 clusters Score -1.330818e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93610 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -13308196.000000 Penalty: 5728.556152
	Iteration 123Q: 3 clusters Score -1.33082e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93628 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -13308188.000000 Penalty: 5728.556152
	Iteration 124Q: 3 clusters Score -1.330819e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93647 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -13308197.000000 Penalty: 5728.556152
	Iteration 125Q: 3 clusters Score -1.33082e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93662 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -13308189.000000 Penalty: 5728.556152
	Iteration 126Q: 3 clusters Score -1.330819e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93674 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -13308199.000000 Penalty: 5728.556152
	Iteration 127Q: 3 clusters Score -1.33082e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93690 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -13308185.000000 Penalty: 5728.556152
	Iteration 128Q: 3 clusters Score -1.330818e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93709 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -13308190.000000 Penalty: 5728.556152
	Iteration 129Q: 3 clusters Score -1.330819e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93725 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -13308197.000000 Penalty: 5728.556152
	Iteration 130Q: 3 clusters Score -1.33082e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93739 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -13308201.000000 Penalty: 5728.556152
	Iteration 131Q: 3 clusters Score -1.33082e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93754 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -13308216.000000 Penalty: 5728.556152
	Iteration 132Q: 3 clusters Score -1.330822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93759 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -13308213.000000 Penalty: 5728.556152
	Iteration 133Q: 3 clusters Score -1.330821e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93772 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -13308229.000000 Penalty: 5728.556152
	Iteration 134Q: 3 clusters Score -1.330823e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93784 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -13308225.000000 Penalty: 5728.556152
	Iteration 135Q: 3 clusters Score -1.330822e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93797 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -13308236.000000 Penalty: 5728.556152
	Iteration 136Q: 3 clusters Score -1.330824e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93805 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -13308227.000000 Penalty: 5728.556152
	Iteration 137Q: 3 clusters Score -1.330823e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93809 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -13308235.000000 Penalty: 5728.556152
	Iteration 138Q: 3 clusters Score -1.330824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93815 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -13308221.000000 Penalty: 5728.556152
	Iteration 139Q: 3 clusters Score -1.330822e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93821 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -13308232.000000 Penalty: 5728.556152
	Iteration 140F: 3 clusters Score -1.330823e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93824 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -13308228.000000 Penalty: 5728.556152
	Iteration 141Q: 3 clusters Score -1.330823e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93826 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -13308230.000000 Penalty: 5728.556152
	Iteration 142Q: 3 clusters Score -1.330823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93827 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -13308232.000000 Penalty: 5728.556152
	Iteration 143Q: 3 clusters Score -1.330823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93828 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -13308234.000000 Penalty: 5728.556152
	Iteration 144Q: 3 clusters Score -1.330823e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93830 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -13308242.000000 Penalty: 5728.556152
	Iteration 145Q: 3 clusters Score -1.330824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93834 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -13308230.000000 Penalty: 5728.556152
	Iteration 146Q: 3 clusters Score -1.330823e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93837 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -13308230.000000 Penalty: 5728.556152
	Iteration 147Q: 3 clusters Score -1.330823e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93839 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -13308229.000000 Penalty: 5728.556152
	Iteration 148Q: 3 clusters Score -1.330823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93840 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -13308224.000000 Penalty: 5728.556152
	Iteration 149Q: 3 clusters Score -1.330822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93841 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -13308220.000000 Penalty: 5728.556152
	Iteration 150Q: 3 clusters Score -1.330822e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93841 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -13308220.000000 Penalty: 5728.556152
	Iteration 151F: 3 clusters Score -1.330822e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Entering Unmasked Estep 
Score: -3375826.500000 Penalty: 2522.719238
	Iteration 0F: 2 clusters Score -3375826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -3357799.000000 Penalty: 5045.438477
	Iteration 0F: 3 clusters Score -3357799 nChanged 11633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -3364089.250000 Penalty: 5045.438477
	Iteration 1F: 3 clusters Score -3364089 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -3364505.000000 Penalty: 5045.438477
	Iteration 2Q: 3 clusters Score -3364505 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -3364900.500000 Penalty: 5045.438477
	Iteration 3Q: 3 clusters Score -3364900 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -3365270.000000 Penalty: 5045.438477
	Iteration 4Q: 3 clusters Score -3365270 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -3365729.500000 Penalty: 5045.438477
	Iteration 5Q: 3 clusters Score -3365730 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -3366315.750000 Penalty: 5045.438477
	Iteration 6Q: 3 clusters Score -3366316 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -3367208.750000 Penalty: 5045.438477
	Iteration 7F: 3 clusters Score -3367209 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -3368388.500000 Penalty: 5045.438477
	Iteration 8F: 3 clusters Score -3368388 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -3369675.500000 Penalty: 5045.438477
	Iteration 9F: 3 clusters Score -3369676 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -3370938.500000 Penalty: 5045.438477
	Iteration 10F: 3 clusters Score -3370938 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -3371938.000000 Penalty: 5045.438477
	Iteration 11Q: 3 clusters Score -3371938 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -3372612.000000 Penalty: 5045.438477
	Iteration 12Q: 3 clusters Score -3372612 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -3373054.750000 Penalty: 5045.438477
	Iteration 13Q: 3 clusters Score -3373055 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -3373350.500000 Penalty: 5045.438477
	Iteration 14Q: 3 clusters Score -3373350 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -3373502.250000 Penalty: 5045.438477
	Iteration 15Q: 3 clusters Score -3373502 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -3373615.750000 Penalty: 5045.438477
	Iteration 16Q: 3 clusters Score -3373616 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -3373670.750000 Penalty: 5045.438477
	Iteration 17Q: 3 clusters Score -3373671 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -3373716.250000 Penalty: 5045.438477
	Iteration 18Q: 3 clusters Score -3373716 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -3373735.500000 Penalty: 5045.438477
	Iteration 19Q: 3 clusters Score -3373736 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -3373743.750000 Penalty: 5045.438477
	Iteration 20F: 3 clusters Score -3373744 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -3373752.750000 Penalty: 5045.438477
	Iteration 21Q: 3 clusters Score -3373753 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -3373755.500000 Penalty: 5045.438477
	Iteration 22Q: 3 clusters Score -3373756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -3373760.500000 Penalty: 5045.438477
	Iteration 23Q: 3 clusters Score -3373760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -3373775.250000 Penalty: 5045.438477
	Iteration 24Q: 3 clusters Score -3373775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -3373779.500000 Penalty: 5045.438477
	Iteration 25Q: 3 clusters Score -3373780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -3373784.500000 Penalty: 5045.438477
	Iteration 26Q: 3 clusters Score -3373784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -3373787.750000 Penalty: 5045.438477
	Iteration 27Q: 3 clusters Score -3373788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -3373798.500000 Penalty: 5045.438477
	Iteration 28Q: 3 clusters Score -3373798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -3373794.000000 Penalty: 5045.438477
	Iteration 29Q: 3 clusters Score -3373794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -3373797.000000 Penalty: 5045.438477
	Iteration 30Q: 3 clusters Score -3373797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -3373795.000000 Penalty: 5045.438477
	Iteration 31Q: 3 clusters Score -3373795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -3373796.000000 Penalty: 5045.438477
	Iteration 32Q: 3 clusters Score -3373796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -3373794.000000 Penalty: 5045.438477
	Iteration 33Q: 3 clusters Score -3373794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -3373798.000000 Penalty: 5045.438477
	Iteration 34Q: 3 clusters Score -3373798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -3373797.750000 Penalty: 5045.438477
	Iteration 35Q: 3 clusters Score -3373798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -3373795.750000 Penalty: 5045.438477
	Iteration 36Q: 3 clusters Score -3373796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -3373797.750000 Penalty: 5045.438477
	Iteration 37Q: 3 clusters Score -3373798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -3373797.750000 Penalty: 5045.438477
	Iteration 38Q: 3 clusters Score -3373798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -3373800.250000 Penalty: 5045.438477
	Iteration 39Q: 3 clusters Score -3373800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -3373798.250000 Penalty: 5045.438477
	Iteration 40F: 3 clusters Score -3373798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -3373799.500000 Penalty: 5045.438477
	Iteration 41Q: 3 clusters Score -3373800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -3373802.750000 Penalty: 5045.438477
	Iteration 42Q: 3 clusters Score -3373803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -3373804.250000 Penalty: 5045.438477
	Iteration 43Q: 3 clusters Score -3373804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -3373809.000000 Penalty: 5045.438477
	Iteration 44Q: 3 clusters Score -3373809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -3373815.750000 Penalty: 5045.438477
	Iteration 45Q: 3 clusters Score -3373816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -3373810.500000 Penalty: 5045.438477
	Iteration 46Q: 3 clusters Score -3373810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -3373814.750000 Penalty: 5045.438477
	Iteration 47Q: 3 clusters Score -3373815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -3373813.250000 Penalty: 5045.438477
	Iteration 48Q: 3 clusters Score -3373813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -3373810.750000 Penalty: 5045.438477
	Iteration 49Q: 3 clusters Score -3373811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -3373811.750000 Penalty: 5045.438477
	Iteration 50Q: 3 clusters Score -3373812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -3373815.250000 Penalty: 5045.438477
	Iteration 51Q: 3 clusters Score -3373815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -3373814.500000 Penalty: 5045.438477
	Iteration 52Q: 3 clusters Score -3373814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -3373816.250000 Penalty: 5045.438477
	Iteration 53Q: 3 clusters Score -3373816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -3373811.000000 Penalty: 5045.438477
	Iteration 54Q: 3 clusters Score -3373811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -3373811.000000 Penalty: 5045.438477
	Iteration 55F: 3 clusters Score -3373811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Entering Unmasked Estep 
Score: -52632.691406 Penalty: 1542.706299
	Iteration 0F: 2 clusters Score -52632.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -51149.875000 Penalty: 3085.412598
	Iteration 0F: 3 clusters Score -51149.88 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -51342.425781 Penalty: 3085.412598
	Iteration 1F: 3 clusters Score -51342.43 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -51457.992188 Penalty: 3085.412598
	Iteration 2F: 3 clusters Score -51457.99 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -51533.390625 Penalty: 3085.412598
	Iteration 3Q: 3 clusters Score -51533.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -51590.425781 Penalty: 3085.412598
	Iteration 4Q: 3 clusters Score -51590.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -51629.828125 Penalty: 3085.412598
	Iteration 5Q: 3 clusters Score -51629.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -51643.414062 Penalty: 3085.412598
	Iteration 6Q: 3 clusters Score -51643.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -51648.753906 Penalty: 3085.412598
	Iteration 7Q: 3 clusters Score -51648.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -51651.386719 Penalty: 3085.412598
	Iteration 8Q: 3 clusters Score -51651.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -51651.386719 Penalty: 3085.412598
	Iteration 9F: 3 clusters Score -51651.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Entering Unmasked Estep 
Score: -99379.554688 Penalty: 1691.904907
	Iteration 0F: 2 clusters Score -99379.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -97631.382812 Penalty: 3383.809814
	Iteration 0F: 3 clusters Score -97631.38 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -98523.664062 Penalty: 3383.809814
	Iteration 1F: 3 clusters Score -98523.66 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -98975.937500 Penalty: 3383.809814
	Iteration 2F: 3 clusters Score -98975.94 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -99225.164062 Penalty: 3383.809814
	Iteration 3F: 3 clusters Score -99225.16 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -99387.007812 Penalty: 3383.809814
	Iteration 4Q: 3 clusters Score -99387.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -99575.851562 Penalty: 3383.809814
	Iteration 5Q: 3 clusters Score -99575.85 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -99950.312500 Penalty: 3383.809814
	Iteration 6Q: 3 clusters Score -99950.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -100758.890625 Penalty: 3383.809814
	Iteration 7Q: 3 clusters Score -100758.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -100812.468750 Penalty: 3383.809814
	Iteration 8Q: 3 clusters Score -100812.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -100852.265625 Penalty: 3383.809814
	Iteration 9Q: 3 clusters Score -100852.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -100899.343750 Penalty: 3383.809814
	Iteration 10Q: 3 clusters Score -100899.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -100921.585938 Penalty: 3383.809814
	Iteration 11Q: 3 clusters Score -100921.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -100946.468750 Penalty: 3383.809814
	Iteration 12Q: 3 clusters Score -100946.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -100967.109375 Penalty: 3383.809814
	Iteration 13Q: 3 clusters Score -100967.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -100980.859375 Penalty: 3383.809814
	Iteration 14Q: 3 clusters Score -100980.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -100981.742188 Penalty: 3383.809814
	Iteration 15F: 3 clusters Score -100981.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -100992.679688 Penalty: 3383.809814
	Iteration 16Q: 3 clusters Score -100992.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -101002.304688 Penalty: 3383.809814
	Iteration 17Q: 3 clusters Score -101002.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -101013.726562 Penalty: 3383.809814
	Iteration 18Q: 3 clusters Score -101013.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -101032.726562 Penalty: 3383.809814
	Iteration 19Q: 3 clusters Score -101032.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -101060.554688 Penalty: 3383.809814
	Iteration 20F: 3 clusters Score -101060.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 103726 members 
Mstep: Class 3 contains 26167 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 675 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5766 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208527 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8279 members 
Mstep: Class 19 contains 19892 members 
Mstep: Class 20 contains 21017 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
Score: -57726624.000000 Penalty: 74389.843750
Splitting cluster 5 changes total score from -57726532.000000 to -57726624.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 6 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -47173.746094 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -47173.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -45808.972656 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -45808.97 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -45962.125000 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -45962.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -46002.394531 Penalty: 3012.230225
	Iteration 2Q: 3 clusters Score -46002.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -46063.066406 Penalty: 3012.230225
	Iteration 3Q: 3 clusters Score -46063.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -46131.554688 Penalty: 3012.230225
	Iteration 4F: 3 clusters Score -46131.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -46274.113281 Penalty: 3012.230225
	Iteration 5Q: 3 clusters Score -46274.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -46459.347656 Penalty: 3012.230225
	Iteration 6Q: 3 clusters Score -46459.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -46834.906250 Penalty: 3012.230225
	Iteration 7F: 3 clusters Score -46834.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -47071.507812 Penalty: 3012.230225
	Iteration 8Q: 3 clusters Score -47071.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -47186.097656 Penalty: 3012.230225
	Iteration 9Q: 3 clusters Score -47186.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -47280.917969 Penalty: 3012.230225
	Iteration 10Q: 3 clusters Score -47280.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -47357.777344 Penalty: 3012.230225
	Iteration 11Q: 3 clusters Score -47357.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -47394.832031 Penalty: 3012.230225
	Iteration 12Q: 3 clusters Score -47394.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -47414.527344 Penalty: 3012.230225
	Iteration 13Q: 3 clusters Score -47414.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -47425.468750 Penalty: 3012.230225
	Iteration 14Q: 3 clusters Score -47425.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -47425.468750 Penalty: 3012.230225
	Iteration 15F: 3 clusters Score -47425.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 103726 members 
Mstep: Class 3 contains 26167 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 675 members 
Mstep: Class 6 contains 303 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5766 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208527 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 15 contains 131 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8279 members 
Mstep: Class 19 contains 19892 members 
Mstep: Class 20 contains 21017 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
Score: -57725192.000000 Penalty: 77624.179688
Splitting cluster 6 changes total score from -57726532.000000 to -57725192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Entering Unmasked Estep 
Score: -181752.953125 Penalty: 1804.928711
	Iteration 0F: 2 clusters Score -181753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -179526.281250 Penalty: 3609.857422
	Iteration 0F: 3 clusters Score -179526.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -179887.343750 Penalty: 3609.857422
	Iteration 1F: 3 clusters Score -179887.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -179983.906250 Penalty: 3609.857422
	Iteration 2F: 3 clusters Score -179983.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -180036.531250 Penalty: 3609.857422
	Iteration 3Q: 3 clusters Score -180036.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -180076.328125 Penalty: 3609.857422
	Iteration 4Q: 3 clusters Score -180076.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -180102.562500 Penalty: 3609.857422
	Iteration 5Q: 3 clusters Score -180102.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -180124.265625 Penalty: 3609.857422
	Iteration 6Q: 3 clusters Score -180124.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -180136.328125 Penalty: 3609.857422
	Iteration 7Q: 3 clusters Score -180136.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -180146.781250 Penalty: 3609.857422
	Iteration 8Q: 3 clusters Score -180146.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -180149.546875 Penalty: 3609.857422
	Iteration 9Q: 3 clusters Score -180149.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -180151.625000 Penalty: 3609.857422
	Iteration 10Q: 3 clusters Score -180151.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -180152.187500 Penalty: 3609.857422
	Iteration 11Q: 3 clusters Score -180152.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -180152.515625 Penalty: 3609.857422
	Iteration 12Q: 3 clusters Score -180152.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -180152.515625 Penalty: 3609.857422
	Iteration 13F: 3 clusters Score -180152.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -49716.363281 Penalty: 1522.156372
	Iteration 0F: 2 clusters Score -49716.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -48266.753906 Penalty: 3044.312744
	Iteration 0F: 3 clusters Score -48266.75 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -48409.527344 Penalty: 3044.312744
	Iteration 1F: 3 clusters Score -48409.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -48478.300781 Penalty: 3044.312744
	Iteration 2Q: 3 clusters Score -48478.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -48535.031250 Penalty: 3044.312744
	Iteration 3Q: 3 clusters Score -48535.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -48574.601562 Penalty: 3044.312744
	Iteration 4Q: 3 clusters Score -48574.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -48608.703125 Penalty: 3044.312744
	Iteration 5Q: 3 clusters Score -48608.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -48655.449219 Penalty: 3044.312744
	Iteration 6Q: 3 clusters Score -48655.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -48712.843750 Penalty: 3044.312744
	Iteration 7Q: 3 clusters Score -48712.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -48784.691406 Penalty: 3044.312744
	Iteration 8Q: 3 clusters Score -48784.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -48937.242188 Penalty: 3044.312744
	Iteration 9Q: 3 clusters Score -48937.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -49174.058594 Penalty: 3044.312744
	Iteration 10Q: 3 clusters Score -49174.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -49440.871094 Penalty: 3044.312744
	Iteration 11Q: 3 clusters Score -49440.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -49594.617188 Penalty: 3044.312744
	Iteration 12Q: 3 clusters Score -49594.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -49675.152344 Penalty: 3044.312744
	Iteration 13Q: 3 clusters Score -49675.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -49689.152344 Penalty: 3044.312744
	Iteration 14Q: 3 clusters Score -49689.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -49701.410156 Penalty: 3044.312744
	Iteration 15Q: 3 clusters Score -49701.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -49703.777344 Penalty: 3044.312744
	Iteration 16Q: 3 clusters Score -49703.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -49706.066406 Penalty: 3044.312744
	Iteration 17Q: 3 clusters Score -49706.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -49723.511719 Penalty: 3044.312744
	Iteration 18F: 3 clusters Score -49723.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -49762.472656 Penalty: 3044.312744
	Iteration 19Q: 3 clusters Score -49762.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -49764.445312 Penalty: 3044.312744
	Iteration 20F: 3 clusters Score -49764.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -49765.917969 Penalty: 3044.312744
	Iteration 21Q: 3 clusters Score -49765.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -49765.917969 Penalty: 3044.312744
	Iteration 22F: 3 clusters Score -49765.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 103726 members 
Mstep: Class 3 contains 26167 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 675 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 266 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5766 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208527 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 15 contains 197 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8279 members 
Mstep: Class 19 contains 19892 members 
Mstep: Class 20 contains 21017 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
Score: -57724924.000000 Penalty: 77624.179688
Splitting cluster 8 changes total score from -57726532.000000 to -57724924.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -35606.253906 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -35606.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -34280.574219 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -34280.57 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -34576.492188 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -34576.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -34656.175781 Penalty: 2916.744385
	Iteration 2Q: 3 clusters Score -34656.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -34711.773438 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -34711.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -34776.179688 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -34776.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -34821.945312 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -34821.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -34871.136719 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -34871.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -34876.546875 Penalty: 2916.744385
	Iteration 7Q: 3 clusters Score -34876.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -34889.523438 Penalty: 2916.744385
	Iteration 8Q: 3 clusters Score -34889.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -34908.066406 Penalty: 2916.744385
	Iteration 9Q: 3 clusters Score -34908.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -34930.328125 Penalty: 2916.744385
	Iteration 10Q: 3 clusters Score -34930.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -34960.070312 Penalty: 2916.744385
	Iteration 11Q: 3 clusters Score -34960.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -35019.898438 Penalty: 2916.744385
	Iteration 12Q: 3 clusters Score -35019.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -35054.488281 Penalty: 2916.744385
	Iteration 13Q: 3 clusters Score -35054.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -35123.019531 Penalty: 2916.744385
	Iteration 14Q: 3 clusters Score -35123.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -35149.984375 Penalty: 2916.744385
	Iteration 15Q: 3 clusters Score -35149.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -35171.035156 Penalty: 2916.744385
	Iteration 16Q: 3 clusters Score -35171.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -35177.906250 Penalty: 2916.744385
	Iteration 17Q: 3 clusters Score -35177.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -35183.156250 Penalty: 2916.744385
	Iteration 18Q: 3 clusters Score -35183.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -35183.156250 Penalty: 2916.744385
	Iteration 19F: 3 clusters Score -35183.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Entering Unmasked Estep 
Score: -745187.937500 Penalty: 2147.614014
	Iteration 0F: 2 clusters Score -745187.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -740177.875000 Penalty: 4295.228027
	Iteration 0F: 3 clusters Score -740177.9 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -741476.812500 Penalty: 4295.228027
	Iteration 1F: 3 clusters Score -741476.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -741690.437500 Penalty: 4295.228027
	Iteration 2F: 3 clusters Score -741690.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -741809.687500 Penalty: 4295.228027
	Iteration 3Q: 3 clusters Score -741809.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -741900.937500 Penalty: 4295.228027
	Iteration 4Q: 3 clusters Score -741900.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -741968.437500 Penalty: 4295.228027
	Iteration 5Q: 3 clusters Score -741968.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -742026.375000 Penalty: 4295.228027
	Iteration 6Q: 3 clusters Score -742026.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -742086.062500 Penalty: 4295.228027
	Iteration 7Q: 3 clusters Score -742086.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -742142.125000 Penalty: 4295.228027
	Iteration 8Q: 3 clusters Score -742142.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -742185.000000 Penalty: 4295.228027
	Iteration 9Q: 3 clusters Score -742185 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -742224.750000 Penalty: 4295.228027
	Iteration 10Q: 3 clusters Score -742224.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -742265.750000 Penalty: 4295.228027
	Iteration 11Q: 3 clusters Score -742265.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -742313.687500 Penalty: 4295.228027
	Iteration 12Q: 3 clusters Score -742313.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -742354.375000 Penalty: 4295.228027
	Iteration 13Q: 3 clusters Score -742354.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -742386.187500 Penalty: 4295.228027
	Iteration 14Q: 3 clusters Score -742386.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -742411.687500 Penalty: 4295.228027
	Iteration 15Q: 3 clusters Score -742411.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -742435.937500 Penalty: 4295.228027
	Iteration 16Q: 3 clusters Score -742435.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -742466.437500 Penalty: 4295.228027
	Iteration 17Q: 3 clusters Score -742466.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -742491.375000 Penalty: 4295.228027
	Iteration 18Q: 3 clusters Score -742491.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -742513.000000 Penalty: 4295.228027
	Iteration 19Q: 3 clusters Score -742513 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -742537.500000 Penalty: 4295.228027
	Iteration 20F: 3 clusters Score -742537.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -742566.625000 Penalty: 4295.228027
	Iteration 21Q: 3 clusters Score -742566.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -742600.437500 Penalty: 4295.228027
	Iteration 22Q: 3 clusters Score -742600.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -742649.625000 Penalty: 4295.228027
	Iteration 23Q: 3 clusters Score -742649.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -742697.937500 Penalty: 4295.228027
	Iteration 24Q: 3 clusters Score -742697.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -742745.062500 Penalty: 4295.228027
	Iteration 25Q: 3 clusters Score -742745.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -742793.125000 Penalty: 4295.228027
	Iteration 26Q: 3 clusters Score -742793.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -742831.125000 Penalty: 4295.228027
	Iteration 27Q: 3 clusters Score -742831.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -742865.187500 Penalty: 4295.228027
	Iteration 28Q: 3 clusters Score -742865.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -742899.312500 Penalty: 4295.228027
	Iteration 29Q: 3 clusters Score -742899.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -742937.812500 Penalty: 4295.228027
	Iteration 30Q: 3 clusters Score -742937.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -742980.875000 Penalty: 4295.228027
	Iteration 31Q: 3 clusters Score -742980.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -743020.875000 Penalty: 4295.228027
	Iteration 32Q: 3 clusters Score -743020.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -743051.625000 Penalty: 4295.228027
	Iteration 33Q: 3 clusters Score -743051.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -743075.750000 Penalty: 4295.228027
	Iteration 34Q: 3 clusters Score -743075.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -743105.812500 Penalty: 4295.228027
	Iteration 35Q: 3 clusters Score -743105.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -743130.937500 Penalty: 4295.228027
	Iteration 36Q: 3 clusters Score -743130.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -743151.937500 Penalty: 4295.228027
	Iteration 37Q: 3 clusters Score -743151.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -743163.625000 Penalty: 4295.228027
	Iteration 38Q: 3 clusters Score -743163.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -743168.875000 Penalty: 4295.228027
	Iteration 39Q: 3 clusters Score -743168.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -743173.062500 Penalty: 4295.228027
	Iteration 40F: 3 clusters Score -743173.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -743182.250000 Penalty: 4295.228027
	Iteration 41Q: 3 clusters Score -743182.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -743184.875000 Penalty: 4295.228027
	Iteration 42Q: 3 clusters Score -743184.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -743191.562500 Penalty: 4295.228027
	Iteration 43Q: 3 clusters Score -743191.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -743198.187500 Penalty: 4295.228027
	Iteration 44Q: 3 clusters Score -743198.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -743204.125000 Penalty: 4295.228027
	Iteration 45Q: 3 clusters Score -743204.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -743212.625000 Penalty: 4295.228027
	Iteration 46Q: 3 clusters Score -743212.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -743219.562500 Penalty: 4295.228027
	Iteration 47Q: 3 clusters Score -743219.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -743224.687500 Penalty: 4295.228027
	Iteration 48Q: 3 clusters Score -743224.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -743227.562500 Penalty: 4295.228027
	Iteration 49Q: 3 clusters Score -743227.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -743234.250000 Penalty: 4295.228027
	Iteration 50Q: 3 clusters Score -743234.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -743238.687500 Penalty: 4295.228027
	Iteration 51Q: 3 clusters Score -743238.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -743238.750000 Penalty: 4295.228027
	Iteration 52Q: 3 clusters Score -743238.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -743241.812500 Penalty: 4295.228027
	Iteration 53Q: 3 clusters Score -743241.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -743241.812500 Penalty: 4295.228027
	Iteration 54F: 3 clusters Score -743241.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Entering Unmasked Estep 
Score: -31858.771484 Penalty: 1400.070801
	Iteration 0F: 2 clusters Score -31858.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -30619.070312 Penalty: 2800.141602
	Iteration 0F: 3 clusters Score -30619.07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -30751.876953 Penalty: 2800.141602
	Iteration 1F: 3 clusters Score -30751.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -30786.570312 Penalty: 2800.141602
	Iteration 2Q: 3 clusters Score -30786.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -30805.408203 Penalty: 2800.141602
	Iteration 3Q: 3 clusters Score -30805.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30842.730469 Penalty: 2800.141602
	Iteration 4Q: 3 clusters Score -30842.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -30853.173828 Penalty: 2800.141602
	Iteration 5Q: 3 clusters Score -30853.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -30861.810547 Penalty: 2800.141602
	Iteration 6Q: 3 clusters Score -30861.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -30867.904297 Penalty: 2800.141602
	Iteration 7Q: 3 clusters Score -30867.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -30869.724609 Penalty: 2800.141602
	Iteration 8Q: 3 clusters Score -30869.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30872.982422 Penalty: 2800.141602
	Iteration 9Q: 3 clusters Score -30872.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30880.095703 Penalty: 2800.141602
	Iteration 10Q: 3 clusters Score -30880.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30880.095703 Penalty: 2800.141602
	Iteration 11F: 3 clusters Score -30880.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (208527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208527 members 
Entering Unmasked Estep 
Score: -26348396.000000 Penalty: 3037.460205
	Iteration 0F: 2 clusters Score -2.63484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104187 members 
Mstep: Class 2 contains 104340 members 
Entering Unmasked Estep 
Score: -26213798.000000 Penalty: 6074.920410
	Iteration 0F: 3 clusters Score -2.62138e+07 nChanged 100528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103077 members 
Mstep: Class 2 contains 105450 members 
Entering Unmasked Estep 
Score: -26272070.000000 Penalty: 6074.920410
	Iteration 1F: 3 clusters Score -2.627207e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102446 members 
Mstep: Class 2 contains 106081 members 
Entering Unmasked Estep 
Score: -26273180.000000 Penalty: 6074.920410
	Iteration 2Q: 3 clusters Score -2.627318e+07 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101492 members 
Mstep: Class 2 contains 107035 members 
Entering Unmasked Estep 
Score: -26274062.000000 Penalty: 6074.920410
	Iteration 3Q: 3 clusters Score -2.627406e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99972 members 
Mstep: Class 2 contains 108555 members 
Entering Unmasked Estep 
Score: -26275030.000000 Penalty: 6074.920410
	Iteration 4Q: 3 clusters Score -2.627503e+07 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97681 members 
Mstep: Class 2 contains 110846 members 
Entering Unmasked Estep 
Score: -26276560.000000 Penalty: 6074.920410
	Iteration 5Q: 3 clusters Score -2.627656e+07 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94220 members 
Mstep: Class 2 contains 114307 members 
Entering Unmasked Estep 
Score: -26278478.000000 Penalty: 6074.920410
	Iteration 6Q: 3 clusters Score -2.627848e+07 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89165 members 
Mstep: Class 2 contains 119362 members 
Entering Unmasked Estep 
Score: -26281706.000000 Penalty: 6074.920410
	Iteration 7Q: 3 clusters Score -2.628171e+07 nChanged 9712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81865 members 
Mstep: Class 2 contains 126662 members 
Entering Unmasked Estep 
Score: -26286328.000000 Penalty: 6074.920410
	Iteration 8Q: 3 clusters Score -2.628633e+07 nChanged 11808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72149 members 
Mstep: Class 2 contains 136378 members 
Entering Unmasked Estep 
Score: -26294404.000000 Penalty: 6074.920410
	Iteration 9F: 3 clusters Score -2.62944e+07 nChanged 13002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61153 members 
Mstep: Class 2 contains 147374 members 
Entering Unmasked Estep 
Score: -26304654.000000 Penalty: 6074.920410
	Iteration 10F: 3 clusters Score -2.630465e+07 nChanged 12607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50792 members 
Mstep: Class 2 contains 157735 members 
Entering Unmasked Estep 
Score: -26315024.000000 Penalty: 6074.920410
	Iteration 11F: 3 clusters Score -2.631502e+07 nChanged 10432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 165819 members 
Entering Unmasked Estep 
Score: -26322224.000000 Penalty: 6074.920410
	Iteration 12F: 3 clusters Score -2.632222e+07 nChanged 7754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 172103 members 
Entering Unmasked Estep 
Score: -26326976.000000 Penalty: 6074.920410
	Iteration 13Q: 3 clusters Score -2.632698e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 177438 members 
Entering Unmasked Estep 
Score: -26330112.000000 Penalty: 6074.920410
	Iteration 14Q: 3 clusters Score -2.633011e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 182290 members 
Entering Unmasked Estep 
Score: -26332782.000000 Penalty: 6074.920410
	Iteration 15Q: 3 clusters Score -2.633278e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 186945 members 
Entering Unmasked Estep 
Score: -26335050.000000 Penalty: 6074.920410
	Iteration 16Q: 3 clusters Score -2.633505e+07 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 191224 members 
Entering Unmasked Estep 
Score: -26337432.000000 Penalty: 6074.920410
	Iteration 17Q: 3 clusters Score -2.633743e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 195113 members 
Entering Unmasked Estep 
Score: -26339458.000000 Penalty: 6074.920410
	Iteration 18Q: 3 clusters Score -2.633946e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 198639 members 
Entering Unmasked Estep 
Score: -26341312.000000 Penalty: 6074.920410
	Iteration 19Q: 3 clusters Score -2.634131e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 201608 members 
Entering Unmasked Estep 
Score: -26342886.000000 Penalty: 6074.920410
	Iteration 20F: 3 clusters Score -2.634289e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 203945 members 
Entering Unmasked Estep 
Score: -26344104.000000 Penalty: 6074.920410
	Iteration 21Q: 3 clusters Score -2.63441e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 205573 members 
Entering Unmasked Estep 
Score: -26344790.000000 Penalty: 6074.920410
	Iteration 22Q: 3 clusters Score -2.634479e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 206615 members 
Entering Unmasked Estep 
Score: -26345260.000000 Penalty: 6074.920410
	Iteration 23Q: 3 clusters Score -2.634526e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 207237 members 
Entering Unmasked Estep 
Score: -26345542.000000 Penalty: 6074.920410
	Iteration 24Q: 3 clusters Score -2.634554e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 207581 members 
Entering Unmasked Estep 
Score: -26345666.000000 Penalty: 6074.920410
	Iteration 25Q: 3 clusters Score -2.634567e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 207767 members 
Entering Unmasked Estep 
Score: -26345808.000000 Penalty: 6074.920410
	Iteration 26Q: 3 clusters Score -2.634581e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 207889 members 
Entering Unmasked Estep 
Score: -26345816.000000 Penalty: 6074.920410
	Iteration 27Q: 3 clusters Score -2.634582e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 207946 members 
Entering Unmasked Estep 
Score: -26345842.000000 Penalty: 6074.920410
	Iteration 28Q: 3 clusters Score -2.634584e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 207993 members 
Entering Unmasked Estep 
Score: -26345864.000000 Penalty: 6074.920410
	Iteration 29Q: 3 clusters Score -2.634586e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 208010 members 
Entering Unmasked Estep 
Score: -26345896.000000 Penalty: 6074.920410
	Iteration 30Q: 3 clusters Score -2.63459e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 208021 members 
Entering Unmasked Estep 
Score: -26345910.000000 Penalty: 6074.920410
	Iteration 31Q: 3 clusters Score -2.634591e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 208031 members 
Entering Unmasked Estep 
Score: -26345908.000000 Penalty: 6074.920410
	Iteration 32Q: 3 clusters Score -2.634591e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 208042 members 
Entering Unmasked Estep 
Score: -26345908.000000 Penalty: 6074.920410
	Iteration 33Q: 3 clusters Score -2.634591e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 208051 members 
Entering Unmasked Estep 
Score: -26345930.000000 Penalty: 6074.920410
	Iteration 34Q: 3 clusters Score -2.634593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 208055 members 
Entering Unmasked Estep 
Score: -26345938.000000 Penalty: 6074.920410
	Iteration 35Q: 3 clusters Score -2.634594e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 208062 members 
Entering Unmasked Estep 
Score: -26345932.000000 Penalty: 6074.920410
	Iteration 36Q: 3 clusters Score -2.634593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 208068 members 
Entering Unmasked Estep 
Score: -26345948.000000 Penalty: 6074.920410
	Iteration 37Q: 3 clusters Score -2.634595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 208072 members 
Entering Unmasked Estep 
Score: -26345944.000000 Penalty: 6074.920410
	Iteration 38Q: 3 clusters Score -2.634594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 208075 members 
Entering Unmasked Estep 
Score: -26345936.000000 Penalty: 6074.920410
	Iteration 39Q: 3 clusters Score -2.634594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 208076 members 
Entering Unmasked Estep 
Score: -26345938.000000 Penalty: 6074.920410
	Iteration 40F: 3 clusters Score -2.634594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 208078 members 
Entering Unmasked Estep 
Score: -26345936.000000 Penalty: 6074.920410
	Iteration 41Q: 3 clusters Score -2.634594e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 208078 members 
Entering Unmasked Estep 
Score: -26345936.000000 Penalty: 6074.920410
	Iteration 42F: 3 clusters Score -2.634594e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -88963.312500 Penalty: 1632.342163
	Iteration 0F: 2 clusters Score -88963.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -87230.718750 Penalty: 3264.684326
	Iteration 0F: 3 clusters Score -87230.72 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -87437.742188 Penalty: 3264.684326
	Iteration 1F: 3 clusters Score -87437.74 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -87491.687500 Penalty: 3264.684326
	Iteration 2Q: 3 clusters Score -87491.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -87516.562500 Penalty: 3264.684326
	Iteration 3Q: 3 clusters Score -87516.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -87528.218750 Penalty: 3264.684326
	Iteration 4Q: 3 clusters Score -87528.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -87531.242188 Penalty: 3264.684326
	Iteration 5Q: 3 clusters Score -87531.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -87534.648438 Penalty: 3264.684326
	Iteration 6Q: 3 clusters Score -87534.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -87537.914062 Penalty: 3264.684326
	Iteration 7Q: 3 clusters Score -87537.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -87546.453125 Penalty: 3264.684326
	Iteration 8Q: 3 clusters Score -87546.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -87551.218750 Penalty: 3264.684326
	Iteration 9Q: 3 clusters Score -87551.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -87554.500000 Penalty: 3264.684326
	Iteration 10Q: 3 clusters Score -87554.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -87556.117188 Penalty: 3264.684326
	Iteration 11Q: 3 clusters Score -87556.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -87557.562500 Penalty: 3264.684326
	Iteration 12Q: 3 clusters Score -87557.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -87557.914062 Penalty: 3264.684326
	Iteration 13Q: 3 clusters Score -87557.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -87559.710938 Penalty: 3264.684326
	Iteration 14Q: 3 clusters Score -87559.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -87560.109375 Penalty: 3264.684326
	Iteration 15Q: 3 clusters Score -87560.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -87562.023438 Penalty: 3264.684326
	Iteration 16Q: 3 clusters Score -87562.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -87562.023438 Penalty: 3264.684326
	Iteration 17F: 3 clusters Score -87562.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Entering Unmasked Estep 
Score: -1209996.875000 Penalty: 2267.894043
	Iteration 0F: 2 clusters Score -1209997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1202690.875000 Penalty: 4535.788086
	Iteration 0F: 3 clusters Score -1202691 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1204761.625000 Penalty: 4535.788086
	Iteration 1F: 3 clusters Score -1204762 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1205070.375000 Penalty: 4535.788086
	Iteration 2F: 3 clusters Score -1205070 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1205325.875000 Penalty: 4535.788086
	Iteration 3F: 3 clusters Score -1205326 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1205550.250000 Penalty: 4535.788086
	Iteration 4Q: 3 clusters Score -1205550 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1205752.875000 Penalty: 4535.788086
	Iteration 5Q: 3 clusters Score -1205753 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1205970.375000 Penalty: 4535.788086
	Iteration 6Q: 3 clusters Score -1205970 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1206164.875000 Penalty: 4535.788086
	Iteration 7Q: 3 clusters Score -1206165 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1206347.000000 Penalty: 4535.788086
	Iteration 8Q: 3 clusters Score -1206347 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1206533.000000 Penalty: 4535.788086
	Iteration 9Q: 3 clusters Score -1206533 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1206735.000000 Penalty: 4535.788086
	Iteration 10Q: 3 clusters Score -1206735 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1206945.250000 Penalty: 4535.788086
	Iteration 11Q: 3 clusters Score -1206945 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1207148.250000 Penalty: 4535.788086
	Iteration 12Q: 3 clusters Score -1207148 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1207328.500000 Penalty: 4535.788086
	Iteration 13Q: 3 clusters Score -1207328 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1207449.375000 Penalty: 4535.788086
	Iteration 14Q: 3 clusters Score -1207449 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1207545.750000 Penalty: 4535.788086
	Iteration 15Q: 3 clusters Score -1207546 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1207618.500000 Penalty: 4535.788086
	Iteration 16Q: 3 clusters Score -1207618 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1207669.875000 Penalty: 4535.788086
	Iteration 17Q: 3 clusters Score -1207670 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1207710.000000 Penalty: 4535.788086
	Iteration 18Q: 3 clusters Score -1207710 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1207742.500000 Penalty: 4535.788086
	Iteration 19Q: 3 clusters Score -1207742 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1207776.625000 Penalty: 4535.788086
	Iteration 20F: 3 clusters Score -1207777 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1207797.125000 Penalty: 4535.788086
	Iteration 21Q: 3 clusters Score -1207797 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1207828.375000 Penalty: 4535.788086
	Iteration 22Q: 3 clusters Score -1207828 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1207855.250000 Penalty: 4535.788086
	Iteration 23Q: 3 clusters Score -1207855 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1207874.625000 Penalty: 4535.788086
	Iteration 24Q: 3 clusters Score -1207875 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1207896.375000 Penalty: 4535.788086
	Iteration 25Q: 3 clusters Score -1207896 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1207917.875000 Penalty: 4535.788086
	Iteration 26Q: 3 clusters Score -1207918 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1207937.750000 Penalty: 4535.788086
	Iteration 27Q: 3 clusters Score -1207938 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1207953.000000 Penalty: 4535.788086
	Iteration 28Q: 3 clusters Score -1207953 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1207966.375000 Penalty: 4535.788086
	Iteration 29Q: 3 clusters Score -1207966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1207977.125000 Penalty: 4535.788086
	Iteration 30Q: 3 clusters Score -1207977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1207978.500000 Penalty: 4535.788086
	Iteration 31Q: 3 clusters Score -1207978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1207984.625000 Penalty: 4535.788086
	Iteration 32Q: 3 clusters Score -1207985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1207987.875000 Penalty: 4535.788086
	Iteration 33Q: 3 clusters Score -1207988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1207989.250000 Penalty: 4535.788086
	Iteration 34Q: 3 clusters Score -1207989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1207994.625000 Penalty: 4535.788086
	Iteration 35Q: 3 clusters Score -1207995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1207996.500000 Penalty: 4535.788086
	Iteration 36Q: 3 clusters Score -1207996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1207999.250000 Penalty: 4535.788086
	Iteration 37Q: 3 clusters Score -1207999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1208001.000000 Penalty: 4535.788086
	Iteration 38Q: 3 clusters Score -1208001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1208003.250000 Penalty: 4535.788086
	Iteration 39Q: 3 clusters Score -1208003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1208004.500000 Penalty: 4535.788086
	Iteration 40F: 3 clusters Score -1208004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1208004.750000 Penalty: 4535.788086
	Iteration 41Q: 3 clusters Score -1208005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1208005.875000 Penalty: 4535.788086
	Iteration 42Q: 3 clusters Score -1208006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1208007.000000 Penalty: 4535.788086
	Iteration 43Q: 3 clusters Score -1208007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1208008.500000 Penalty: 4535.788086
	Iteration 44Q: 3 clusters Score -1208008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1208008.500000 Penalty: 4535.788086
	Iteration 45F: 3 clusters Score -1208008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Entering Unmasked Estep 
Score: -93062.250000 Penalty: 1637.778076
	Iteration 0F: 2 clusters Score -93062.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -91292.835938 Penalty: 3275.556152
	Iteration 0F: 3 clusters Score -91292.84 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -91503.851562 Penalty: 3275.556152
	Iteration 1F: 3 clusters Score -91503.85 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -91571.445312 Penalty: 3275.556152
	Iteration 2F: 3 clusters Score -91571.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -91592.585938 Penalty: 3275.556152
	Iteration 3Q: 3 clusters Score -91592.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -91599.085938 Penalty: 3275.556152
	Iteration 4Q: 3 clusters Score -91599.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -91604.632812 Penalty: 3275.556152
	Iteration 5Q: 3 clusters Score -91604.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -91607.234375 Penalty: 3275.556152
	Iteration 6Q: 3 clusters Score -91607.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -91607.234375 Penalty: 3275.556152
	Iteration 7F: 3 clusters Score -91607.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Entering Unmasked Estep 
Score: -1053037.875000 Penalty: 2237.326416
	Iteration 0F: 2 clusters Score -1053038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1046381.437500 Penalty: 4474.652832
	Iteration 0F: 3 clusters Score -1046381 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1048201.750000 Penalty: 4474.652832
	Iteration 1F: 3 clusters Score -1048202 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1048533.687500 Penalty: 4474.652832
	Iteration 2F: 3 clusters Score -1048534 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1048813.750000 Penalty: 4474.652832
	Iteration 3F: 3 clusters Score -1048814 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1049077.250000 Penalty: 4474.652832
	Iteration 4F: 3 clusters Score -1049077 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1049349.000000 Penalty: 4474.652832
	Iteration 5F: 3 clusters Score -1049349 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1049633.500000 Penalty: 4474.652832
	Iteration 6Q: 3 clusters Score -1049634 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1049944.000000 Penalty: 4474.652832
	Iteration 7Q: 3 clusters Score -1049944 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1050244.000000 Penalty: 4474.652832
	Iteration 8Q: 3 clusters Score -1050244 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1050530.000000 Penalty: 4474.652832
	Iteration 9Q: 3 clusters Score -1050530 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1050774.000000 Penalty: 4474.652832
	Iteration 10Q: 3 clusters Score -1050774 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1050963.125000 Penalty: 4474.652832
	Iteration 11Q: 3 clusters Score -1050963 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1051124.250000 Penalty: 4474.652832
	Iteration 12Q: 3 clusters Score -1051124 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1051269.625000 Penalty: 4474.652832
	Iteration 13Q: 3 clusters Score -1051270 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1051392.250000 Penalty: 4474.652832
	Iteration 14Q: 3 clusters Score -1051392 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1051530.125000 Penalty: 4474.652832
	Iteration 15Q: 3 clusters Score -1051530 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1051641.125000 Penalty: 4474.652832
	Iteration 16Q: 3 clusters Score -1051641 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1051702.875000 Penalty: 4474.652832
	Iteration 17Q: 3 clusters Score -1051703 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1051741.500000 Penalty: 4474.652832
	Iteration 18Q: 3 clusters Score -1051742 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1051769.500000 Penalty: 4474.652832
	Iteration 19Q: 3 clusters Score -1051770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1051780.250000 Penalty: 4474.652832
	Iteration 20F: 3 clusters Score -1051780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1051793.750000 Penalty: 4474.652832
	Iteration 21Q: 3 clusters Score -1051794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1051804.125000 Penalty: 4474.652832
	Iteration 22Q: 3 clusters Score -1051804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1051821.250000 Penalty: 4474.652832
	Iteration 23Q: 3 clusters Score -1051821 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1051830.375000 Penalty: 4474.652832
	Iteration 24Q: 3 clusters Score -1051830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1051835.375000 Penalty: 4474.652832
	Iteration 25Q: 3 clusters Score -1051835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1051847.500000 Penalty: 4474.652832
	Iteration 26Q: 3 clusters Score -1051848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1051854.375000 Penalty: 4474.652832
	Iteration 27Q: 3 clusters Score -1051854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1051860.750000 Penalty: 4474.652832
	Iteration 28Q: 3 clusters Score -1051861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1051864.375000 Penalty: 4474.652832
	Iteration 29Q: 3 clusters Score -1051864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1051865.500000 Penalty: 4474.652832
	Iteration 30Q: 3 clusters Score -1051866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1051867.750000 Penalty: 4474.652832
	Iteration 31Q: 3 clusters Score -1051868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1051870.125000 Penalty: 4474.652832
	Iteration 32Q: 3 clusters Score -1051870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1051870.125000 Penalty: 4474.652832
	Iteration 33F: 3 clusters Score -1051870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Entering Unmasked Estep 
Score: -2481845.000000 Penalty: 2454.722168
	Iteration 0F: 2 clusters Score -2481845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2467772.000000 Penalty: 4909.444336
	Iteration 0F: 3 clusters Score -2467772 nChanged 8742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -2472302.250000 Penalty: 4909.444336
	Iteration 1F: 3 clusters Score -2472302 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -2472648.250000 Penalty: 4909.444336
	Iteration 2F: 3 clusters Score -2472648 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -2472902.750000 Penalty: 4909.444336
	Iteration 3Q: 3 clusters Score -2472903 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -2473093.500000 Penalty: 4909.444336
	Iteration 4Q: 3 clusters Score -2473094 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2473237.000000 Penalty: 4909.444336
	Iteration 5Q: 3 clusters Score -2473237 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -2473349.500000 Penalty: 4909.444336
	Iteration 6Q: 3 clusters Score -2473350 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -2473417.250000 Penalty: 4909.444336
	Iteration 7Q: 3 clusters Score -2473417 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2473479.500000 Penalty: 4909.444336
	Iteration 8Q: 3 clusters Score -2473480 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2473567.500000 Penalty: 4909.444336
	Iteration 9Q: 3 clusters Score -2473568 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -2473640.250000 Penalty: 4909.444336
	Iteration 10Q: 3 clusters Score -2473640 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2473736.750000 Penalty: 4909.444336
	Iteration 11Q: 3 clusters Score -2473737 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2473843.250000 Penalty: 4909.444336
	Iteration 12Q: 3 clusters Score -2473843 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2473980.750000 Penalty: 4909.444336
	Iteration 13Q: 3 clusters Score -2473981 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -2474102.750000 Penalty: 4909.444336
	Iteration 14Q: 3 clusters Score -2474103 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -2474283.000000 Penalty: 4909.444336
	Iteration 15Q: 3 clusters Score -2474283 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -2474485.750000 Penalty: 4909.444336
	Iteration 16Q: 3 clusters Score -2474486 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -2474730.500000 Penalty: 4909.444336
	Iteration 17Q: 3 clusters Score -2474730 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -2475040.250000 Penalty: 4909.444336
	Iteration 18Q: 3 clusters Score -2475040 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -2475426.250000 Penalty: 4909.444336
	Iteration 19Q: 3 clusters Score -2475426 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -2475792.500000 Penalty: 4909.444336
	Iteration 20F: 3 clusters Score -2475792 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -2476131.500000 Penalty: 4909.444336
	Iteration 21Q: 3 clusters Score -2476132 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -2476399.250000 Penalty: 4909.444336
	Iteration 22Q: 3 clusters Score -2476399 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -2476598.750000 Penalty: 4909.444336
	Iteration 23Q: 3 clusters Score -2476599 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -2476737.250000 Penalty: 4909.444336
	Iteration 24Q: 3 clusters Score -2476737 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -2476843.250000 Penalty: 4909.444336
	Iteration 25Q: 3 clusters Score -2476843 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -2476921.000000 Penalty: 4909.444336
	Iteration 26Q: 3 clusters Score -2476921 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -2476991.000000 Penalty: 4909.444336
	Iteration 27Q: 3 clusters Score -2476991 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -2477089.500000 Penalty: 4909.444336
	Iteration 28Q: 3 clusters Score -2477090 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -2477190.250000 Penalty: 4909.444336
	Iteration 29Q: 3 clusters Score -2477190 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -2477272.750000 Penalty: 4909.444336
	Iteration 30Q: 3 clusters Score -2477273 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -2477370.250000 Penalty: 4909.444336
	Iteration 31Q: 3 clusters Score -2477370 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -2477488.000000 Penalty: 4909.444336
	Iteration 32Q: 3 clusters Score -2477488 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -2477605.000000 Penalty: 4909.444336
	Iteration 33Q: 3 clusters Score -2477605 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2477723.750000 Penalty: 4909.444336
	Iteration 34Q: 3 clusters Score -2477724 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2477877.000000 Penalty: 4909.444336
	Iteration 35Q: 3 clusters Score -2477877 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -2478029.250000 Penalty: 4909.444336
	Iteration 36Q: 3 clusters Score -2478029 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -2478182.000000 Penalty: 4909.444336
	Iteration 37Q: 3 clusters Score -2478182 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -2478338.250000 Penalty: 4909.444336
	Iteration 38Q: 3 clusters Score -2478338 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -2478494.500000 Penalty: 4909.444336
	Iteration 39Q: 3 clusters Score -2478494 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2478639.500000 Penalty: 4909.444336
	Iteration 40F: 3 clusters Score -2478640 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -2478805.750000 Penalty: 4909.444336
	Iteration 41Q: 3 clusters Score -2478806 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -2478962.000000 Penalty: 4909.444336
	Iteration 42Q: 3 clusters Score -2478962 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -2479095.000000 Penalty: 4909.444336
	Iteration 43Q: 3 clusters Score -2479095 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -2479223.750000 Penalty: 4909.444336
	Iteration 44Q: 3 clusters Score -2479224 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -2479327.250000 Penalty: 4909.444336
	Iteration 45Q: 3 clusters Score -2479327 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -2479432.500000 Penalty: 4909.444336
	Iteration 46Q: 3 clusters Score -2479432 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2479504.250000 Penalty: 4909.444336
	Iteration 47Q: 3 clusters Score -2479504 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -2479547.750000 Penalty: 4909.444336
	Iteration 48Q: 3 clusters Score -2479548 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -2479596.000000 Penalty: 4909.444336
	Iteration 49Q: 3 clusters Score -2479596 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -2479636.750000 Penalty: 4909.444336
	Iteration 50Q: 3 clusters Score -2479637 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -2479678.000000 Penalty: 4909.444336
	Iteration 51Q: 3 clusters Score -2479678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -2479699.250000 Penalty: 4909.444336
	Iteration 52Q: 3 clusters Score -2479699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -2479713.500000 Penalty: 4909.444336
	Iteration 53Q: 3 clusters Score -2479714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -2479721.250000 Penalty: 4909.444336
	Iteration 54Q: 3 clusters Score -2479721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -2479733.250000 Penalty: 4909.444336
	Iteration 55Q: 3 clusters Score -2479733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -2479737.000000 Penalty: 4909.444336
	Iteration 56Q: 3 clusters Score -2479737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -2479744.250000 Penalty: 4909.444336
	Iteration 57Q: 3 clusters Score -2479744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -2479754.750000 Penalty: 4909.444336
	Iteration 58Q: 3 clusters Score -2479755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -2479759.250000 Penalty: 4909.444336
	Iteration 59Q: 3 clusters Score -2479759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -2479766.250000 Penalty: 4909.444336
	Iteration 60F: 3 clusters Score -2479766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -2479766.750000 Penalty: 4909.444336
	Iteration 61Q: 3 clusters Score -2479767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -2479767.750000 Penalty: 4909.444336
	Iteration 62Q: 3 clusters Score -2479768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -2479768.000000 Penalty: 4909.444336
	Iteration 63Q: 3 clusters Score -2479768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -2479768.000000 Penalty: 4909.444336
	Iteration 64F: 3 clusters Score -2479768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Entering Unmasked Estep 
Score: -2708150.500000 Penalty: 2468.365479
	Iteration 0F: 2 clusters Score -2708150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -2693423.750000 Penalty: 4936.730957
	Iteration 0F: 3 clusters Score -2693424 nChanged 9187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -2698328.750000 Penalty: 4936.730957
	Iteration 1F: 3 clusters Score -2698329 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2698754.750000 Penalty: 4936.730957
	Iteration 2F: 3 clusters Score -2698755 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -2699175.500000 Penalty: 4936.730957
	Iteration 3Q: 3 clusters Score -2699176 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -2699614.750000 Penalty: 4936.730957
	Iteration 4Q: 3 clusters Score -2699615 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -2700075.750000 Penalty: 4936.730957
	Iteration 5Q: 3 clusters Score -2700076 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -2700594.500000 Penalty: 4936.730957
	Iteration 6Q: 3 clusters Score -2700594 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -2701171.750000 Penalty: 4936.730957
	Iteration 7Q: 3 clusters Score -2701172 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -2701837.750000 Penalty: 4936.730957
	Iteration 8Q: 3 clusters Score -2701838 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -2702592.500000 Penalty: 4936.730957
	Iteration 9Q: 3 clusters Score -2702592 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -2703422.500000 Penalty: 4936.730957
	Iteration 10F: 3 clusters Score -2703422 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -2704086.750000 Penalty: 4936.730957
	Iteration 11Q: 3 clusters Score -2704087 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -2704549.250000 Penalty: 4936.730957
	Iteration 12Q: 3 clusters Score -2704549 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -2704804.750000 Penalty: 4936.730957
	Iteration 13Q: 3 clusters Score -2704805 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -2704947.000000 Penalty: 4936.730957
	Iteration 14Q: 3 clusters Score -2704947 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -2705048.250000 Penalty: 4936.730957
	Iteration 15Q: 3 clusters Score -2705048 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -2705117.250000 Penalty: 4936.730957
	Iteration 16Q: 3 clusters Score -2705117 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -2705187.000000 Penalty: 4936.730957
	Iteration 17Q: 3 clusters Score -2705187 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -2705252.250000 Penalty: 4936.730957
	Iteration 18Q: 3 clusters Score -2705252 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -2705328.250000 Penalty: 4936.730957
	Iteration 19Q: 3 clusters Score -2705328 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -2705375.500000 Penalty: 4936.730957
	Iteration 20F: 3 clusters Score -2705376 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2705410.500000 Penalty: 4936.730957
	Iteration 21Q: 3 clusters Score -2705410 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -2705454.750000 Penalty: 4936.730957
	Iteration 22Q: 3 clusters Score -2705455 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -2705493.500000 Penalty: 4936.730957
	Iteration 23Q: 3 clusters Score -2705494 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -2705534.500000 Penalty: 4936.730957
	Iteration 24Q: 3 clusters Score -2705534 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -2705576.000000 Penalty: 4936.730957
	Iteration 25Q: 3 clusters Score -2705576 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -2705607.500000 Penalty: 4936.730957
	Iteration 26Q: 3 clusters Score -2705608 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -2705639.500000 Penalty: 4936.730957
	Iteration 27Q: 3 clusters Score -2705640 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -2705690.750000 Penalty: 4936.730957
	Iteration 28Q: 3 clusters Score -2705691 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -2705739.250000 Penalty: 4936.730957
	Iteration 29Q: 3 clusters Score -2705739 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -2705773.750000 Penalty: 4936.730957
	Iteration 30Q: 3 clusters Score -2705774 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -2705806.750000 Penalty: 4936.730957
	Iteration 31Q: 3 clusters Score -2705807 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -2705843.750000 Penalty: 4936.730957
	Iteration 32Q: 3 clusters Score -2705844 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -2705870.000000 Penalty: 4936.730957
	Iteration 33Q: 3 clusters Score -2705870 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -2705906.500000 Penalty: 4936.730957
	Iteration 34Q: 3 clusters Score -2705906 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -2705932.750000 Penalty: 4936.730957
	Iteration 35Q: 3 clusters Score -2705933 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -2705956.500000 Penalty: 4936.730957
	Iteration 36Q: 3 clusters Score -2705956 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -2705967.750000 Penalty: 4936.730957
	Iteration 37Q: 3 clusters Score -2705968 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -2705985.250000 Penalty: 4936.730957
	Iteration 38Q: 3 clusters Score -2705985 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -2705999.000000 Penalty: 4936.730957
	Iteration 39Q: 3 clusters Score -2705999 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -2706024.500000 Penalty: 4936.730957
	Iteration 40F: 3 clusters Score -2706024 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -2706036.000000 Penalty: 4936.730957
	Iteration 41Q: 3 clusters Score -2706036 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -2706051.500000 Penalty: 4936.730957
	Iteration 42Q: 3 clusters Score -2706052 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -2706065.500000 Penalty: 4936.730957
	Iteration 43Q: 3 clusters Score -2706066 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -2706077.750000 Penalty: 4936.730957
	Iteration 44Q: 3 clusters Score -2706078 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -2706093.250000 Penalty: 4936.730957
	Iteration 45Q: 3 clusters Score -2706093 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -2706092.250000 Penalty: 4936.730957
	Iteration 46Q: 3 clusters Score -2706092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -2706095.250000 Penalty: 4936.730957
	Iteration 47Q: 3 clusters Score -2706095 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -2706110.250000 Penalty: 4936.730957
	Iteration 48Q: 3 clusters Score -2706110 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -2706124.000000 Penalty: 4936.730957
	Iteration 49Q: 3 clusters Score -2706124 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -2706124.000000 Penalty: 4936.730957
	Iteration 50Q: 3 clusters Score -2706124 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -2706137.250000 Penalty: 4936.730957
	Iteration 51Q: 3 clusters Score -2706137 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -2706147.250000 Penalty: 4936.730957
	Iteration 52Q: 3 clusters Score -2706147 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -2706166.750000 Penalty: 4936.730957
	Iteration 53Q: 3 clusters Score -2706167 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -2706163.750000 Penalty: 4936.730957
	Iteration 54Q: 3 clusters Score -2706164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -2706169.750000 Penalty: 4936.730957
	Iteration 55Q: 3 clusters Score -2706170 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -2706181.250000 Penalty: 4936.730957
	Iteration 56Q: 3 clusters Score -2706181 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -2706189.500000 Penalty: 4936.730957
	Iteration 57Q: 3 clusters Score -2706190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -2706195.500000 Penalty: 4936.730957
	Iteration 58Q: 3 clusters Score -2706196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -2706196.500000 Penalty: 4936.730957
	Iteration 59Q: 3 clusters Score -2706196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -2706197.250000 Penalty: 4936.730957
	Iteration 60F: 3 clusters Score -2706197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -2706211.250000 Penalty: 4936.730957
	Iteration 61Q: 3 clusters Score -2706211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -2706216.750000 Penalty: 4936.730957
	Iteration 62Q: 3 clusters Score -2706217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -2706238.000000 Penalty: 4936.730957
	Iteration 63Q: 3 clusters Score -2706238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -2706243.750000 Penalty: 4936.730957
	Iteration 64Q: 3 clusters Score -2706244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -2706248.000000 Penalty: 4936.730957
	Iteration 65Q: 3 clusters Score -2706248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -2706249.750000 Penalty: 4936.730957
	Iteration 66Q: 3 clusters Score -2706250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -2706253.000000 Penalty: 4936.730957
	Iteration 67Q: 3 clusters Score -2706253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -2706261.500000 Penalty: 4936.730957
	Iteration 68Q: 3 clusters Score -2706262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -2706256.500000 Penalty: 4936.730957
	Iteration 69Q: 3 clusters Score -2706256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -2706258.750000 Penalty: 4936.730957
	Iteration 70Q: 3 clusters Score -2706259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -2706258.750000 Penalty: 4936.730957
	Iteration 71F: 3 clusters Score -2706259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Entering Unmasked Estep 
Score: -1296722.375000 Penalty: 2284.833008
	Iteration 0F: 2 clusters Score -1296722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1289034.375000 Penalty: 4569.666016
	Iteration 0F: 3 clusters Score -1289034 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1291253.375000 Penalty: 4569.666016
	Iteration 1F: 3 clusters Score -1291253 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1291595.250000 Penalty: 4569.666016
	Iteration 2F: 3 clusters Score -1291595 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1291862.625000 Penalty: 4569.666016
	Iteration 3F: 3 clusters Score -1291863 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1292116.625000 Penalty: 4569.666016
	Iteration 4F: 3 clusters Score -1292117 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1292344.250000 Penalty: 4569.666016
	Iteration 5Q: 3 clusters Score -1292344 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1292601.500000 Penalty: 4569.666016
	Iteration 6Q: 3 clusters Score -1292602 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1292901.750000 Penalty: 4569.666016
	Iteration 7Q: 3 clusters Score -1292902 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1293233.500000 Penalty: 4569.666016
	Iteration 8Q: 3 clusters Score -1293234 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1293566.500000 Penalty: 4569.666016
	Iteration 9Q: 3 clusters Score -1293566 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1293877.500000 Penalty: 4569.666016
	Iteration 10Q: 3 clusters Score -1293878 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1294138.375000 Penalty: 4569.666016
	Iteration 11Q: 3 clusters Score -1294138 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1294326.750000 Penalty: 4569.666016
	Iteration 12Q: 3 clusters Score -1294327 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1294441.125000 Penalty: 4569.666016
	Iteration 13Q: 3 clusters Score -1294441 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1294510.500000 Penalty: 4569.666016
	Iteration 14Q: 3 clusters Score -1294510 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1294541.250000 Penalty: 4569.666016
	Iteration 15Q: 3 clusters Score -1294541 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1294579.500000 Penalty: 4569.666016
	Iteration 16Q: 3 clusters Score -1294580 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1294606.000000 Penalty: 4569.666016
	Iteration 17Q: 3 clusters Score -1294606 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1294627.750000 Penalty: 4569.666016
	Iteration 18Q: 3 clusters Score -1294628 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1294651.000000 Penalty: 4569.666016
	Iteration 19Q: 3 clusters Score -1294651 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1294663.125000 Penalty: 4569.666016
	Iteration 20F: 3 clusters Score -1294663 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1294676.250000 Penalty: 4569.666016
	Iteration 21Q: 3 clusters Score -1294676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1294683.125000 Penalty: 4569.666016
	Iteration 22Q: 3 clusters Score -1294683 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1294690.000000 Penalty: 4569.666016
	Iteration 23Q: 3 clusters Score -1294690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1294696.250000 Penalty: 4569.666016
	Iteration 24Q: 3 clusters Score -1294696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1294699.125000 Penalty: 4569.666016
	Iteration 25Q: 3 clusters Score -1294699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1294703.750000 Penalty: 4569.666016
	Iteration 26Q: 3 clusters Score -1294704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1294708.125000 Penalty: 4569.666016
	Iteration 27Q: 3 clusters Score -1294708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1294707.500000 Penalty: 4569.666016
	Iteration 28Q: 3 clusters Score -1294708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1294713.000000 Penalty: 4569.666016
	Iteration 29Q: 3 clusters Score -1294713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1294714.750000 Penalty: 4569.666016
	Iteration 30Q: 3 clusters Score -1294715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1294714.500000 Penalty: 4569.666016
	Iteration 31Q: 3 clusters Score -1294714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1294713.000000 Penalty: 4569.666016
	Iteration 32Q: 3 clusters Score -1294713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1294713.125000 Penalty: 4569.666016
	Iteration 33Q: 3 clusters Score -1294713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1294713.125000 Penalty: 4569.666016
	Iteration 34F: 3 clusters Score -1294713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Entering Unmasked Estep 
Score: -722120.562500 Penalty: 2139.304443
	Iteration 0F: 2 clusters Score -722120.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -717198.562500 Penalty: 4278.608887
	Iteration 0F: 3 clusters Score -717198.6 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -718364.312500 Penalty: 4278.608887
	Iteration 1F: 3 clusters Score -718364.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -718589.187500 Penalty: 4278.608887
	Iteration 2F: 3 clusters Score -718589.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -718720.437500 Penalty: 4278.608887
	Iteration 3Q: 3 clusters Score -718720.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -718818.250000 Penalty: 4278.608887
	Iteration 4Q: 3 clusters Score -718818.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -718873.250000 Penalty: 4278.608887
	Iteration 5Q: 3 clusters Score -718873.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -718915.125000 Penalty: 4278.608887
	Iteration 6Q: 3 clusters Score -718915.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -718948.562500 Penalty: 4278.608887
	Iteration 7Q: 3 clusters Score -718948.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -718976.500000 Penalty: 4278.608887
	Iteration 8Q: 3 clusters Score -718976.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -719003.625000 Penalty: 4278.608887
	Iteration 9Q: 3 clusters Score -719003.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -719033.000000 Penalty: 4278.608887
	Iteration 10Q: 3 clusters Score -719033 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -719058.875000 Penalty: 4278.608887
	Iteration 11Q: 3 clusters Score -719058.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -719089.687500 Penalty: 4278.608887
	Iteration 12Q: 3 clusters Score -719089.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -719114.812500 Penalty: 4278.608887
	Iteration 13Q: 3 clusters Score -719114.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -719141.437500 Penalty: 4278.608887
	Iteration 14Q: 3 clusters Score -719141.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -719164.500000 Penalty: 4278.608887
	Iteration 15Q: 3 clusters Score -719164.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -719184.062500 Penalty: 4278.608887
	Iteration 16Q: 3 clusters Score -719184.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -719202.500000 Penalty: 4278.608887
	Iteration 17Q: 3 clusters Score -719202.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -719218.250000 Penalty: 4278.608887
	Iteration 18Q: 3 clusters Score -719218.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -719233.812500 Penalty: 4278.608887
	Iteration 19Q: 3 clusters Score -719233.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -719255.437500 Penalty: 4278.608887
	Iteration 20F: 3 clusters Score -719255.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -719278.000000 Penalty: 4278.608887
	Iteration 21Q: 3 clusters Score -719278 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -719292.437500 Penalty: 4278.608887
	Iteration 22Q: 3 clusters Score -719292.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -719304.500000 Penalty: 4278.608887
	Iteration 23Q: 3 clusters Score -719304.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -719315.937500 Penalty: 4278.608887
	Iteration 24Q: 3 clusters Score -719315.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -719328.375000 Penalty: 4278.608887
	Iteration 25Q: 3 clusters Score -719328.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -719339.062500 Penalty: 4278.608887
	Iteration 26Q: 3 clusters Score -719339.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -719350.687500 Penalty: 4278.608887
	Iteration 27Q: 3 clusters Score -719350.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -719362.187500 Penalty: 4278.608887
	Iteration 28Q: 3 clusters Score -719362.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -719373.250000 Penalty: 4278.608887
	Iteration 29Q: 3 clusters Score -719373.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -719385.375000 Penalty: 4278.608887
	Iteration 30Q: 3 clusters Score -719385.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -719401.875000 Penalty: 4278.608887
	Iteration 31Q: 3 clusters Score -719401.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -719423.000000 Penalty: 4278.608887
	Iteration 32Q: 3 clusters Score -719423 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -719439.687500 Penalty: 4278.608887
	Iteration 33Q: 3 clusters Score -719439.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -719453.500000 Penalty: 4278.608887
	Iteration 34Q: 3 clusters Score -719453.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -719466.562500 Penalty: 4278.608887
	Iteration 35Q: 3 clusters Score -719466.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -719481.562500 Penalty: 4278.608887
	Iteration 36Q: 3 clusters Score -719481.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -719496.937500 Penalty: 4278.608887
	Iteration 37Q: 3 clusters Score -719496.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -719516.437500 Penalty: 4278.608887
	Iteration 38Q: 3 clusters Score -719516.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -719541.375000 Penalty: 4278.608887
	Iteration 39Q: 3 clusters Score -719541.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -719563.500000 Penalty: 4278.608887
	Iteration 40F: 3 clusters Score -719563.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -719585.125000 Penalty: 4278.608887
	Iteration 41Q: 3 clusters Score -719585.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -719602.500000 Penalty: 4278.608887
	Iteration 42Q: 3 clusters Score -719602.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -719615.875000 Penalty: 4278.608887
	Iteration 43Q: 3 clusters Score -719615.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -719624.937500 Penalty: 4278.608887
	Iteration 44Q: 3 clusters Score -719624.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -719639.187500 Penalty: 4278.608887
	Iteration 45Q: 3 clusters Score -719639.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -719650.750000 Penalty: 4278.608887
	Iteration 46Q: 3 clusters Score -719650.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -719662.875000 Penalty: 4278.608887
	Iteration 47Q: 3 clusters Score -719662.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -719669.687500 Penalty: 4278.608887
	Iteration 48Q: 3 clusters Score -719669.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -719677.687500 Penalty: 4278.608887
	Iteration 49Q: 3 clusters Score -719677.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -719686.500000 Penalty: 4278.608887
	Iteration 50Q: 3 clusters Score -719686.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -719701.437500 Penalty: 4278.608887
	Iteration 51Q: 3 clusters Score -719701.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -719719.625000 Penalty: 4278.608887
	Iteration 52Q: 3 clusters Score -719719.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -719733.750000 Penalty: 4278.608887
	Iteration 53Q: 3 clusters Score -719733.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -719749.500000 Penalty: 4278.608887
	Iteration 54Q: 3 clusters Score -719749.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -719766.875000 Penalty: 4278.608887
	Iteration 55Q: 3 clusters Score -719766.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -719787.562500 Penalty: 4278.608887
	Iteration 56Q: 3 clusters Score -719787.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -719808.375000 Penalty: 4278.608887
	Iteration 57Q: 3 clusters Score -719808.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -719824.312500 Penalty: 4278.608887
	Iteration 58Q: 3 clusters Score -719824.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -719836.000000 Penalty: 4278.608887
	Iteration 59Q: 3 clusters Score -719836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -719844.812500 Penalty: 4278.608887
	Iteration 60F: 3 clusters Score -719844.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -719860.687500 Penalty: 4278.608887
	Iteration 61Q: 3 clusters Score -719860.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -719876.500000 Penalty: 4278.608887
	Iteration 62Q: 3 clusters Score -719876.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -719888.062500 Penalty: 4278.608887
	Iteration 63Q: 3 clusters Score -719888.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -719892.750000 Penalty: 4278.608887
	Iteration 64Q: 3 clusters Score -719892.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -719895.250000 Penalty: 4278.608887
	Iteration 65Q: 3 clusters Score -719895.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -719900.250000 Penalty: 4278.608887
	Iteration 66Q: 3 clusters Score -719900.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -719904.187500 Penalty: 4278.608887
	Iteration 67Q: 3 clusters Score -719904.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -719907.937500 Penalty: 4278.608887
	Iteration 68Q: 3 clusters Score -719907.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -719914.187500 Penalty: 4278.608887
	Iteration 69Q: 3 clusters Score -719914.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -719917.312500 Penalty: 4278.608887
	Iteration 70Q: 3 clusters Score -719917.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -719919.562500 Penalty: 4278.608887
	Iteration 71Q: 3 clusters Score -719919.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -719922.812500 Penalty: 4278.608887
	Iteration 72Q: 3 clusters Score -719922.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -719926.625000 Penalty: 4278.608887
	Iteration 73Q: 3 clusters Score -719926.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -719927.062500 Penalty: 4278.608887
	Iteration 74Q: 3 clusters Score -719927.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -719927.687500 Penalty: 4278.608887
	Iteration 75Q: 3 clusters Score -719927.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -719929.375000 Penalty: 4278.608887
	Iteration 76Q: 3 clusters Score -719929.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -719932.937500 Penalty: 4278.608887
	Iteration 77Q: 3 clusters Score -719932.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -719930.875000 Penalty: 4278.608887
	Iteration 78Q: 3 clusters Score -719930.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -719930.875000 Penalty: 4278.608887
	Iteration 79F: 3 clusters Score -719930.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Entering Unmasked Estep 
Score: -1130602.000000 Penalty: 2251.076904
	Iteration 0F: 2 clusters Score -1130602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1123730.875000 Penalty: 4502.153809
	Iteration 0F: 3 clusters Score -1123731 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1125568.625000 Penalty: 4502.153809
	Iteration 1F: 3 clusters Score -1125569 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1125850.375000 Penalty: 4502.153809
	Iteration 2F: 3 clusters Score -1125850 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1126038.375000 Penalty: 4502.153809
	Iteration 3Q: 3 clusters Score -1126038 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1126202.500000 Penalty: 4502.153809
	Iteration 4Q: 3 clusters Score -1126202 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1126343.500000 Penalty: 4502.153809
	Iteration 5Q: 3 clusters Score -1126344 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1126453.875000 Penalty: 4502.153809
	Iteration 6Q: 3 clusters Score -1126454 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1126552.000000 Penalty: 4502.153809
	Iteration 7Q: 3 clusters Score -1126552 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1126679.125000 Penalty: 4502.153809
	Iteration 8Q: 3 clusters Score -1126679 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1126818.375000 Penalty: 4502.153809
	Iteration 9Q: 3 clusters Score -1126818 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1126982.875000 Penalty: 4502.153809
	Iteration 10Q: 3 clusters Score -1126983 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1127171.625000 Penalty: 4502.153809
	Iteration 11Q: 3 clusters Score -1127172 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1127394.625000 Penalty: 4502.153809
	Iteration 12Q: 3 clusters Score -1127395 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1127647.625000 Penalty: 4502.153809
	Iteration 13Q: 3 clusters Score -1127648 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1127888.250000 Penalty: 4502.153809
	Iteration 14Q: 3 clusters Score -1127888 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1128080.250000 Penalty: 4502.153809
	Iteration 15Q: 3 clusters Score -1128080 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1128233.375000 Penalty: 4502.153809
	Iteration 16Q: 3 clusters Score -1128233 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1128355.750000 Penalty: 4502.153809
	Iteration 17Q: 3 clusters Score -1128356 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1128445.250000 Penalty: 4502.153809
	Iteration 18Q: 3 clusters Score -1128445 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1128518.750000 Penalty: 4502.153809
	Iteration 19Q: 3 clusters Score -1128519 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1128575.875000 Penalty: 4502.153809
	Iteration 20F: 3 clusters Score -1128576 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1128611.875000 Penalty: 4502.153809
	Iteration 21Q: 3 clusters Score -1128612 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1128635.875000 Penalty: 4502.153809
	Iteration 22Q: 3 clusters Score -1128636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1128649.875000 Penalty: 4502.153809
	Iteration 23Q: 3 clusters Score -1128650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1128662.875000 Penalty: 4502.153809
	Iteration 24Q: 3 clusters Score -1128663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1128672.500000 Penalty: 4502.153809
	Iteration 25Q: 3 clusters Score -1128672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1128679.750000 Penalty: 4502.153809
	Iteration 26Q: 3 clusters Score -1128680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1128686.000000 Penalty: 4502.153809
	Iteration 27Q: 3 clusters Score -1128686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1128688.500000 Penalty: 4502.153809
	Iteration 28Q: 3 clusters Score -1128688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1128689.875000 Penalty: 4502.153809
	Iteration 29Q: 3 clusters Score -1128690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1128691.875000 Penalty: 4502.153809
	Iteration 30Q: 3 clusters Score -1128692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1128691.875000 Penalty: 4502.153809
	Iteration 31Q: 3 clusters Score -1128692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1128696.375000 Penalty: 4502.153809
	Iteration 32Q: 3 clusters Score -1128696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1128698.125000 Penalty: 4502.153809
	Iteration 33Q: 3 clusters Score -1128698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1128698.125000 Penalty: 4502.153809
	Iteration 34Q: 3 clusters Score -1128698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1128698.875000 Penalty: 4502.153809
	Iteration 35Q: 3 clusters Score -1128699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1128700.000000 Penalty: 4502.153809
	Iteration 36Q: 3 clusters Score -1128700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1128700.500000 Penalty: 4502.153809
	Iteration 37Q: 3 clusters Score -1128700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1128700.750000 Penalty: 4502.153809
	Iteration 38Q: 3 clusters Score -1128701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1128701.625000 Penalty: 4502.153809
	Iteration 39Q: 3 clusters Score -1128702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1128701.625000 Penalty: 4502.153809
	Iteration 40F: 3 clusters Score -1128702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Entering Unmasked Estep 
Score: -237359.750000 Penalty: 1878.363159
	Iteration 0F: 2 clusters Score -237359.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -234724.968750 Penalty: 3756.726318
	Iteration 0F: 3 clusters Score -234725 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -235158.375000 Penalty: 3756.726318
	Iteration 1F: 3 clusters Score -235158.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -235291.953125 Penalty: 3756.726318
	Iteration 2F: 3 clusters Score -235292 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -235368.000000 Penalty: 3756.726318
	Iteration 3Q: 3 clusters Score -235368 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -235431.609375 Penalty: 3756.726318
	Iteration 4Q: 3 clusters Score -235431.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -235478.906250 Penalty: 3756.726318
	Iteration 5Q: 3 clusters Score -235478.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -235518.421875 Penalty: 3756.726318
	Iteration 6Q: 3 clusters Score -235518.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -235563.656250 Penalty: 3756.726318
	Iteration 7Q: 3 clusters Score -235563.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -235612.062500 Penalty: 3756.726318
	Iteration 8Q: 3 clusters Score -235612.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -235647.671875 Penalty: 3756.726318
	Iteration 9Q: 3 clusters Score -235647.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -235668.046875 Penalty: 3756.726318
	Iteration 10Q: 3 clusters Score -235668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -235693.984375 Penalty: 3756.726318
	Iteration 11Q: 3 clusters Score -235694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -235713.015625 Penalty: 3756.726318
	Iteration 12Q: 3 clusters Score -235713 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -235725.656250 Penalty: 3756.726318
	Iteration 13Q: 3 clusters Score -235725.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -235735.968750 Penalty: 3756.726318
	Iteration 14Q: 3 clusters Score -235736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -235741.750000 Penalty: 3756.726318
	Iteration 15Q: 3 clusters Score -235741.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -235747.156250 Penalty: 3756.726318
	Iteration 16Q: 3 clusters Score -235747.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -235752.109375 Penalty: 3756.726318
	Iteration 17Q: 3 clusters Score -235752.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -235755.250000 Penalty: 3756.726318
	Iteration 18Q: 3 clusters Score -235755.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -235758.734375 Penalty: 3756.726318
	Iteration 19Q: 3 clusters Score -235758.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -235762.062500 Penalty: 3756.726318
	Iteration 20F: 3 clusters Score -235762.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -235763.468750 Penalty: 3756.726318
	Iteration 21Q: 3 clusters Score -235763.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -235763.468750 Penalty: 3756.726318
	Iteration 22F: 3 clusters Score -235763.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 103726 members 
Mstep: Class 3 contains 26167 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 675 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 5766 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 208527 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8279 members 
Mstep: Class 19 contains 19892 members 
Mstep: Class 20 contains 21017 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726656.000000 Penalty: 74389.843750
Iteration 145F: 24 clusters Score -5.772666e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 762 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 103726 members 
Mstep: Class 3 contains 26167 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 686 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 10 contains 5766 members 
Mstep: Class 11 contains 284 members 
Mstep: Class 12 contains 208527 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8279 members 
Mstep: Class 19 contains 19892 members 
Mstep: Class 20 contains 21017 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726792.000000 Penalty: 74389.843750
Iteration 146Q: 24 clusters Score -5.772679e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 762 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 103726 members 
Mstep: Class 3 contains 26167 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 689 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 5766 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 208527 members 
Mstep: Class 13 contains 249 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8279 members 
Mstep: Class 19 contains 19891 members 
Mstep: Class 20 contains 21017 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726808.000000 Penalty: 74389.843750
Iteration 147Q: 24 clusters Score -5.772681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 762 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 103726 members 
Mstep: Class 3 contains 26167 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 690 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 333 members 
Mstep: Class 10 contains 5766 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 208530 members 
Mstep: Class 13 contains 253 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8279 members 
Mstep: Class 19 contains 19888 members 
Mstep: Class 20 contains 21017 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726832.000000 Penalty: 74389.843750
Iteration 148Q: 24 clusters Score -5.772683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 762 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 103726 members 
Mstep: Class 3 contains 26167 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 691 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 329 members 
Mstep: Class 10 contains 5766 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 208532 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8279 members 
Mstep: Class 19 contains 19886 members 
Mstep: Class 20 contains 21017 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726896.000000 Penalty: 74389.843750
Iteration 149Q: 24 clusters Score -5.77269e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 762 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 103725 members 
Mstep: Class 3 contains 26167 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 691 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 328 members 
Mstep: Class 10 contains 5766 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 208535 members 
Mstep: Class 13 contains 257 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8279 members 
Mstep: Class 19 contains 19884 members 
Mstep: Class 20 contains 21017 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726876.000000 Penalty: 74389.843750
Iteration 150Q: 24 clusters Score -5.772688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 762 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 103724 members 
Mstep: Class 3 contains 26167 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 691 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 328 members 
Mstep: Class 10 contains 5766 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 208538 members 
Mstep: Class 13 contains 257 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8279 members 
Mstep: Class 19 contains 19882 members 
Mstep: Class 20 contains 21017 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726860.000000 Penalty: 74389.843750
Iteration 151Q: 24 clusters Score -5.772686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 762 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 103724 members 
Mstep: Class 3 contains 26168 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 691 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 328 members 
Mstep: Class 10 contains 5766 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 208537 members 
Mstep: Class 13 contains 257 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8279 members 
Mstep: Class 19 contains 19881 members 
Mstep: Class 20 contains 21018 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726860.000000 Penalty: 74389.843750
Iteration 152Q: 24 clusters Score -5.772686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 762 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 103724 members 
Mstep: Class 3 contains 26169 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 691 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 328 members 
Mstep: Class 10 contains 5766 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 208535 members 
Mstep: Class 13 contains 257 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8279 members 
Mstep: Class 19 contains 19881 members 
Mstep: Class 20 contains 21019 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726848.000000 Penalty: 74389.843750
Iteration 153Q: 24 clusters Score -5.772685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 762 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 103724 members 
Mstep: Class 3 contains 26170 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 691 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 328 members 
Mstep: Class 10 contains 5766 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 208534 members 
Mstep: Class 13 contains 257 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8279 members 
Mstep: Class 19 contains 19881 members 
Mstep: Class 20 contains 21019 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726876.000000 Penalty: 74389.843750
Iteration 154Q: 24 clusters Score -5.772688e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 762 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 103724 members 
Mstep: Class 3 contains 26170 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 691 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 328 members 
Mstep: Class 10 contains 5766 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 208534 members 
Mstep: Class 13 contains 257 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8279 members 
Mstep: Class 19 contains 19881 members 
Mstep: Class 20 contains 21019 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726892.000000 Penalty: 74389.843750
Iteration 155F: 24 clusters Score -5.772689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 762 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 103724 members 
Mstep: Class 3 contains 26170 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 691 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 323 members 
Mstep: Class 10 contains 5766 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 208534 members 
Mstep: Class 13 contains 262 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8279 members 
Mstep: Class 19 contains 19881 members 
Mstep: Class 20 contains 21019 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57726952.000000 Penalty: 74389.843750
Iteration 156Q: 24 clusters Score -5.772695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 762 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 103724 members 
Mstep: Class 3 contains 26170 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 691 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 5766 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 208534 members 
Mstep: Class 13 contains 268 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8279 members 
Mstep: Class 19 contains 19881 members 
Mstep: Class 20 contains 21019 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57727020.000000 Penalty: 74389.843750
Iteration 157Q: 24 clusters Score -5.772702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 762 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 103724 members 
Mstep: Class 3 contains 26170 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 691 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 314 members 
Mstep: Class 10 contains 5766 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 208534 members 
Mstep: Class 13 contains 271 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8279 members 
Mstep: Class 19 contains 19881 members 
Mstep: Class 20 contains 21019 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57727048.000000 Penalty: 74389.843750
Iteration 158Q: 24 clusters Score -5.772705e+07 nChanged 2
Entering ConstructFrom: 
Score: -57727048.000000 Penalty: 74389.843750
Entering ConstructFrom: 
Trying to split cluster 1 (25581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Entering Unmasked Estep 
Score: -3297149.750000 Penalty: 2517.102051
	Iteration 0F: 2 clusters Score -3297150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -3279325.000000 Penalty: 5034.204102
	Iteration 0F: 3 clusters Score -3279325 nChanged 11546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -3285792.750000 Penalty: 5034.204102
	Iteration 1F: 3 clusters Score -3285793 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -3286504.250000 Penalty: 5034.204102
	Iteration 2F: 3 clusters Score -3286504 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -3287229.750000 Penalty: 5034.204102
	Iteration 3F: 3 clusters Score -3287230 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -3288135.250000 Penalty: 5034.204102
	Iteration 4F: 3 clusters Score -3288135 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -3289329.000000 Penalty: 5034.204102
	Iteration 5F: 3 clusters Score -3289329 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -3290818.500000 Penalty: 5034.204102
	Iteration 6F: 3 clusters Score -3290818 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -3292392.750000 Penalty: 5034.204102
	Iteration 7F: 3 clusters Score -3292393 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -3293748.750000 Penalty: 5034.204102
	Iteration 8F: 3 clusters Score -3293749 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -3294798.500000 Penalty: 5034.204102
	Iteration 9Q: 3 clusters Score -3294798 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3295532.000000 Penalty: 5034.204102
	Iteration 10Q: 3 clusters Score -3295532 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3296107.000000 Penalty: 5034.204102
	Iteration 11Q: 3 clusters Score -3296107 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3296441.000000 Penalty: 5034.204102
	Iteration 12Q: 3 clusters Score -3296441 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3296683.000000 Penalty: 5034.204102
	Iteration 13Q: 3 clusters Score -3296683 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3296800.750000 Penalty: 5034.204102
	Iteration 14Q: 3 clusters Score -3296801 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3296848.750000 Penalty: 5034.204102
	Iteration 15Q: 3 clusters Score -3296849 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3296874.750000 Penalty: 5034.204102
	Iteration 16Q: 3 clusters Score -3296875 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3296884.750000 Penalty: 5034.204102
	Iteration 17Q: 3 clusters Score -3296885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3296886.250000 Penalty: 5034.204102
	Iteration 18Q: 3 clusters Score -3296886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3296890.750000 Penalty: 5034.204102
	Iteration 19Q: 3 clusters Score -3296891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3296891.750000 Penalty: 5034.204102
	Iteration 20F: 3 clusters Score -3296892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3296903.000000 Penalty: 5034.204102
	Iteration 21Q: 3 clusters Score -3296903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3296911.250000 Penalty: 5034.204102
	Iteration 22Q: 3 clusters Score -3296911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3296918.750000 Penalty: 5034.204102
	Iteration 23Q: 3 clusters Score -3296919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3296920.250000 Penalty: 5034.204102
	Iteration 24Q: 3 clusters Score -3296920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3296922.500000 Penalty: 5034.204102
	Iteration 25Q: 3 clusters Score -3296922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3296928.500000 Penalty: 5034.204102
	Iteration 26Q: 3 clusters Score -3296928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3296928.500000 Penalty: 5034.204102
	Iteration 27Q: 3 clusters Score -3296928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3296931.500000 Penalty: 5034.204102
	Iteration 28Q: 3 clusters Score -3296932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3296931.500000 Penalty: 5034.204102
	Iteration 29F: 3 clusters Score -3296932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (103724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103724 members 
Entering Unmasked Estep 
Score: -13308376.000000 Penalty: 2864.273193
	Iteration 0F: 2 clusters Score -1.330838e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51980 members 
Mstep: Class 2 contains 51744 members 
Entering Unmasked Estep 
Score: -13239001.000000 Penalty: 5728.546387
	Iteration 0F: 3 clusters Score -1.3239e+07 nChanged 49049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53451 members 
Mstep: Class 2 contains 50273 members 
Entering Unmasked Estep 
Score: -13266916.000000 Penalty: 5728.546387
	Iteration 1F: 3 clusters Score -1.326692e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54363 members 
Mstep: Class 2 contains 49361 members 
Entering Unmasked Estep 
Score: -13267896.000000 Penalty: 5728.546387
	Iteration 2Q: 3 clusters Score -1.32679e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55750 members 
Mstep: Class 2 contains 47974 members 
Entering Unmasked Estep 
Score: -13269157.000000 Penalty: 5728.546387
	Iteration 3Q: 3 clusters Score -1.326916e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57746 members 
Mstep: Class 2 contains 45978 members 
Entering Unmasked Estep 
Score: -13270840.000000 Penalty: 5728.546387
	Iteration 4Q: 3 clusters Score -1.327084e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60457 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
Score: -13273011.000000 Penalty: 5728.546387
	Iteration 5Q: 3 clusters Score -1.327301e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63982 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -13275961.000000 Penalty: 5728.546387
	Iteration 6Q: 3 clusters Score -1.327596e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68227 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -13279629.000000 Penalty: 5728.546387
	Iteration 7F: 3 clusters Score -1.327963e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72892 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -13283523.000000 Penalty: 5728.546387
	Iteration 8F: 3 clusters Score -1.328352e+07 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77597 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -13287624.000000 Penalty: 5728.546387
	Iteration 9F: 3 clusters Score -1.328762e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82056 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -13291225.000000 Penalty: 5728.546387
	Iteration 10Q: 3 clusters Score -1.329122e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86094 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -13294288.000000 Penalty: 5728.546387
	Iteration 11Q: 3 clusters Score -1.329429e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89569 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -13296655.000000 Penalty: 5728.546387
	Iteration 12Q: 3 clusters Score -1.329666e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92593 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -13298655.000000 Penalty: 5728.546387
	Iteration 13Q: 3 clusters Score -1.329866e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95352 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -13300451.000000 Penalty: 5728.546387
	Iteration 14Q: 3 clusters Score -1.330045e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97720 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -13302043.000000 Penalty: 5728.546387
	Iteration 15Q: 3 clusters Score -1.330204e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99585 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -13303251.000000 Penalty: 5728.546387
	Iteration 16Q: 3 clusters Score -1.330325e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100916 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -13304194.000000 Penalty: 5728.546387
	Iteration 17Q: 3 clusters Score -1.330419e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101794 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -13304778.000000 Penalty: 5728.546387
	Iteration 18Q: 3 clusters Score -1.330478e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102333 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -13305117.000000 Penalty: 5728.546387
	Iteration 19Q: 3 clusters Score -1.330512e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102662 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -13305346.000000 Penalty: 5728.546387
	Iteration 20F: 3 clusters Score -1.330535e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102886 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -13305528.000000 Penalty: 5728.546387
	Iteration 21Q: 3 clusters Score -1.330553e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102998 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -13305589.000000 Penalty: 5728.546387
	Iteration 22Q: 3 clusters Score -1.330559e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103073 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -13305682.000000 Penalty: 5728.546387
	Iteration 23Q: 3 clusters Score -1.330568e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103125 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -13305745.000000 Penalty: 5728.546387
	Iteration 24Q: 3 clusters Score -1.330574e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103164 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -13305771.000000 Penalty: 5728.546387
	Iteration 25Q: 3 clusters Score -1.330577e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103187 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -13305807.000000 Penalty: 5728.546387
	Iteration 26Q: 3 clusters Score -1.330581e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103201 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -13305832.000000 Penalty: 5728.546387
	Iteration 27Q: 3 clusters Score -1.330583e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103212 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -13305825.000000 Penalty: 5728.546387
	Iteration 28Q: 3 clusters Score -1.330582e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103226 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -13305855.000000 Penalty: 5728.546387
	Iteration 29Q: 3 clusters Score -1.330586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103233 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -13305860.000000 Penalty: 5728.546387
	Iteration 30Q: 3 clusters Score -1.330586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103239 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -13305861.000000 Penalty: 5728.546387
	Iteration 31Q: 3 clusters Score -1.330586e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103242 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -13305871.000000 Penalty: 5728.546387
	Iteration 32Q: 3 clusters Score -1.330587e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103249 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -13305875.000000 Penalty: 5728.546387
	Iteration 33Q: 3 clusters Score -1.330588e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103255 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -13305882.000000 Penalty: 5728.546387
	Iteration 34Q: 3 clusters Score -1.330588e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103261 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -13305898.000000 Penalty: 5728.546387
	Iteration 35Q: 3 clusters Score -1.33059e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103269 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -13305890.000000 Penalty: 5728.546387
	Iteration 36Q: 3 clusters Score -1.330589e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103271 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -13305891.000000 Penalty: 5728.546387
	Iteration 37Q: 3 clusters Score -1.330589e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103272 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -13305888.000000 Penalty: 5728.546387
	Iteration 38Q: 3 clusters Score -1.330589e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103272 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -13305888.000000 Penalty: 5728.546387
	Iteration 39F: 3 clusters Score -1.330589e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Entering Unmasked Estep 
Score: -3376215.000000 Penalty: 2522.747559
	Iteration 0F: 2 clusters Score -3376215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -3358221.250000 Penalty: 5045.495117
	Iteration 0F: 3 clusters Score -3358221 nChanged 11630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -3364538.000000 Penalty: 5045.495117
	Iteration 1F: 3 clusters Score -3364538 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -3365140.750000 Penalty: 5045.495117
	Iteration 2F: 3 clusters Score -3365141 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -3365760.250000 Penalty: 5045.495117
	Iteration 3F: 3 clusters Score -3365760 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -3366423.500000 Penalty: 5045.495117
	Iteration 4F: 3 clusters Score -3366424 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -3367224.750000 Penalty: 5045.495117
	Iteration 5F: 3 clusters Score -3367225 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -3368381.750000 Penalty: 5045.495117
	Iteration 6F: 3 clusters Score -3368382 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -3369803.500000 Penalty: 5045.495117
	Iteration 7F: 3 clusters Score -3369804 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -3371164.000000 Penalty: 5045.495117
	Iteration 8F: 3 clusters Score -3371164 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -3372208.500000 Penalty: 5045.495117
	Iteration 9Q: 3 clusters Score -3372208 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -3372687.500000 Penalty: 5045.495117
	Iteration 10Q: 3 clusters Score -3372688 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -3372892.250000 Penalty: 5045.495117
	Iteration 11Q: 3 clusters Score -3372892 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -3373016.250000 Penalty: 5045.495117
	Iteration 12Q: 3 clusters Score -3373016 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -3373105.500000 Penalty: 5045.495117
	Iteration 13Q: 3 clusters Score -3373106 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -3373190.000000 Penalty: 5045.495117
	Iteration 14Q: 3 clusters Score -3373190 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -3373241.250000 Penalty: 5045.495117
	Iteration 15Q: 3 clusters Score -3373241 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -3373293.750000 Penalty: 5045.495117
	Iteration 16Q: 3 clusters Score -3373294 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -3373338.750000 Penalty: 5045.495117
	Iteration 17Q: 3 clusters Score -3373339 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -3373374.250000 Penalty: 5045.495117
	Iteration 18Q: 3 clusters Score -3373374 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -3373399.750000 Penalty: 5045.495117
	Iteration 19Q: 3 clusters Score -3373400 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -3373408.500000 Penalty: 5045.495117
	Iteration 20F: 3 clusters Score -3373408 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -3373442.750000 Penalty: 5045.495117
	Iteration 21Q: 3 clusters Score -3373443 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -3373485.000000 Penalty: 5045.495117
	Iteration 22Q: 3 clusters Score -3373485 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -3373509.500000 Penalty: 5045.495117
	Iteration 23Q: 3 clusters Score -3373510 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -3373527.000000 Penalty: 5045.495117
	Iteration 24Q: 3 clusters Score -3373527 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -3373557.500000 Penalty: 5045.495117
	Iteration 25Q: 3 clusters Score -3373558 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -3373587.750000 Penalty: 5045.495117
	Iteration 26Q: 3 clusters Score -3373588 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -3373616.000000 Penalty: 5045.495117
	Iteration 27Q: 3 clusters Score -3373616 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -3373626.500000 Penalty: 5045.495117
	Iteration 28Q: 3 clusters Score -3373626 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -3373653.750000 Penalty: 5045.495117
	Iteration 29Q: 3 clusters Score -3373654 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -3373684.000000 Penalty: 5045.495117
	Iteration 30Q: 3 clusters Score -3373684 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -3373707.750000 Penalty: 5045.495117
	Iteration 31Q: 3 clusters Score -3373708 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -3373718.250000 Penalty: 5045.495117
	Iteration 32Q: 3 clusters Score -3373718 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -3373748.000000 Penalty: 5045.495117
	Iteration 33Q: 3 clusters Score -3373748 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -3373766.000000 Penalty: 5045.495117
	Iteration 34Q: 3 clusters Score -3373766 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -3373786.250000 Penalty: 5045.495117
	Iteration 35Q: 3 clusters Score -3373786 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -3373792.750000 Penalty: 5045.495117
	Iteration 36Q: 3 clusters Score -3373793 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -3373810.000000 Penalty: 5045.495117
	Iteration 37Q: 3 clusters Score -3373810 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -3373821.750000 Penalty: 5045.495117
	Iteration 38Q: 3 clusters Score -3373822 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -3373836.250000 Penalty: 5045.495117
	Iteration 39Q: 3 clusters Score -3373836 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -3373844.500000 Penalty: 5045.495117
	Iteration 40F: 3 clusters Score -3373844 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -3373857.500000 Penalty: 5045.495117
	Iteration 41Q: 3 clusters Score -3373858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -3373869.000000 Penalty: 5045.495117
	Iteration 42Q: 3 clusters Score -3373869 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -3373875.750000 Penalty: 5045.495117
	Iteration 43Q: 3 clusters Score -3373876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -3373883.250000 Penalty: 5045.495117
	Iteration 44Q: 3 clusters Score -3373883 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -3373896.500000 Penalty: 5045.495117
	Iteration 45Q: 3 clusters Score -3373896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -3373894.750000 Penalty: 5045.495117
	Iteration 46Q: 3 clusters Score -3373895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -3373897.250000 Penalty: 5045.495117
	Iteration 47Q: 3 clusters Score -3373897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -3373896.250000 Penalty: 5045.495117
	Iteration 48Q: 3 clusters Score -3373896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -3373899.750000 Penalty: 5045.495117
	Iteration 49Q: 3 clusters Score -3373900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -3373904.500000 Penalty: 5045.495117
	Iteration 50Q: 3 clusters Score -3373904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -3373908.250000 Penalty: 5045.495117
	Iteration 51Q: 3 clusters Score -3373908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -3373910.250000 Penalty: 5045.495117
	Iteration 52Q: 3 clusters Score -3373910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -3373909.500000 Penalty: 5045.495117
	Iteration 53Q: 3 clusters Score -3373910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -3373914.250000 Penalty: 5045.495117
	Iteration 54Q: 3 clusters Score -3373914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -3373917.250000 Penalty: 5045.495117
	Iteration 55Q: 3 clusters Score -3373917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -3373921.500000 Penalty: 5045.495117
	Iteration 56Q: 3 clusters Score -3373922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -3373923.250000 Penalty: 5045.495117
	Iteration 57Q: 3 clusters Score -3373923 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -3373932.250000 Penalty: 5045.495117
	Iteration 58Q: 3 clusters Score -3373932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -3373931.750000 Penalty: 5045.495117
	Iteration 59Q: 3 clusters Score -3373932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -3373935.000000 Penalty: 5045.495117
	Iteration 60F: 3 clusters Score -3373935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -3373939.750000 Penalty: 5045.495117
	Iteration 61Q: 3 clusters Score -3373940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -3373938.750000 Penalty: 5045.495117
	Iteration 62Q: 3 clusters Score -3373939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -3373940.750000 Penalty: 5045.495117
	Iteration 63Q: 3 clusters Score -3373941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -3373941.250000 Penalty: 5045.495117
	Iteration 64Q: 3 clusters Score -3373941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -3373941.750000 Penalty: 5045.495117
	Iteration 65Q: 3 clusters Score -3373942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -3373942.250000 Penalty: 5045.495117
	Iteration 66Q: 3 clusters Score -3373942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -3373946.000000 Penalty: 5045.495117
	Iteration 67Q: 3 clusters Score -3373946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -3373943.750000 Penalty: 5045.495117
	Iteration 68Q: 3 clusters Score -3373944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -3373946.750000 Penalty: 5045.495117
	Iteration 69Q: 3 clusters Score -3373947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -3373946.750000 Penalty: 5045.495117
	Iteration 70F: 3 clusters Score -3373947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Entering Unmasked Estep 
Score: -52632.691406 Penalty: 1542.706299
	Iteration 0F: 2 clusters Score -52632.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -51185.242188 Penalty: 3085.412598
	Iteration 0F: 3 clusters Score -51185.24 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -51393.113281 Penalty: 3085.412598
	Iteration 1F: 3 clusters Score -51393.11 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51482.769531 Penalty: 3085.412598
	Iteration 2F: 3 clusters Score -51482.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -51544.218750 Penalty: 3085.412598
	Iteration 3Q: 3 clusters Score -51544.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -51596.726562 Penalty: 3085.412598
	Iteration 4Q: 3 clusters Score -51596.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -51637.718750 Penalty: 3085.412598
	Iteration 5Q: 3 clusters Score -51637.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -51669.613281 Penalty: 3085.412598
	Iteration 6Q: 3 clusters Score -51669.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -51690.742188 Penalty: 3085.412598
	Iteration 7Q: 3 clusters Score -51690.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -51696.953125 Penalty: 3085.412598
	Iteration 8Q: 3 clusters Score -51696.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -51703.714844 Penalty: 3085.412598
	Iteration 9Q: 3 clusters Score -51703.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -51707.863281 Penalty: 3085.412598
	Iteration 10Q: 3 clusters Score -51707.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -51716.023438 Penalty: 3085.412598
	Iteration 11Q: 3 clusters Score -51716.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -51727.109375 Penalty: 3085.412598
	Iteration 12Q: 3 clusters Score -51727.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -51727.109375 Penalty: 3085.412598
	Iteration 13F: 3 clusters Score -51727.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Entering Unmasked Estep 
Score: -77045.273438 Penalty: 1621.817383
	Iteration 0F: 2 clusters Score -77045.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -75351.382812 Penalty: 3243.634766
	Iteration 0F: 3 clusters Score -75351.38 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -75603.742188 Penalty: 3243.634766
	Iteration 1F: 3 clusters Score -75603.74 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -75665.882812 Penalty: 3243.634766
	Iteration 2Q: 3 clusters Score -75665.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -75713.921875 Penalty: 3243.634766
	Iteration 3Q: 3 clusters Score -75713.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -75735.601562 Penalty: 3243.634766
	Iteration 4Q: 3 clusters Score -75735.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -75740.078125 Penalty: 3243.634766
	Iteration 5Q: 3 clusters Score -75740.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -75745.968750 Penalty: 3243.634766
	Iteration 6Q: 3 clusters Score -75745.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -75757.898438 Penalty: 3243.634766
	Iteration 7Q: 3 clusters Score -75757.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -75766.265625 Penalty: 3243.634766
	Iteration 8Q: 3 clusters Score -75766.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -75772.382812 Penalty: 3243.634766
	Iteration 9Q: 3 clusters Score -75772.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -75782.406250 Penalty: 3243.634766
	Iteration 10Q: 3 clusters Score -75782.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -75785.718750 Penalty: 3243.634766
	Iteration 11Q: 3 clusters Score -75785.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -75798.796875 Penalty: 3243.634766
	Iteration 12Q: 3 clusters Score -75798.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -75814.609375 Penalty: 3243.634766
	Iteration 13Q: 3 clusters Score -75814.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -75828.265625 Penalty: 3243.634766
	Iteration 14Q: 3 clusters Score -75828.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -75845.601562 Penalty: 3243.634766
	Iteration 15Q: 3 clusters Score -75845.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -75871.257812 Penalty: 3243.634766
	Iteration 16Q: 3 clusters Score -75871.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -75886.851562 Penalty: 3243.634766
	Iteration 17Q: 3 clusters Score -75886.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -75915.445312 Penalty: 3243.634766
	Iteration 18Q: 3 clusters Score -75915.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -75939.148438 Penalty: 3243.634766
	Iteration 19Q: 3 clusters Score -75939.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -75964.835938 Penalty: 3243.634766
	Iteration 20F: 3 clusters Score -75964.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -75973.289062 Penalty: 3243.634766
	Iteration 21Q: 3 clusters Score -75973.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -75979.921875 Penalty: 3243.634766
	Iteration 22Q: 3 clusters Score -75979.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -75981.664062 Penalty: 3243.634766
	Iteration 23Q: 3 clusters Score -75981.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -75987.804688 Penalty: 3243.634766
	Iteration 24Q: 3 clusters Score -75987.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -75995.132812 Penalty: 3243.634766
	Iteration 25Q: 3 clusters Score -75995.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -76012.921875 Penalty: 3243.634766
	Iteration 26Q: 3 clusters Score -76012.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -76025.109375 Penalty: 3243.634766
	Iteration 27Q: 3 clusters Score -76025.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -76028.234375 Penalty: 3243.634766
	Iteration 28Q: 3 clusters Score -76028.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -76031.835938 Penalty: 3243.634766
	Iteration 29Q: 3 clusters Score -76031.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -76033.500000 Penalty: 3243.634766
	Iteration 30Q: 3 clusters Score -76033.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -76037.656250 Penalty: 3243.634766
	Iteration 31Q: 3 clusters Score -76037.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -76039.359375 Penalty: 3243.634766
	Iteration 32Q: 3 clusters Score -76039.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -76041.515625 Penalty: 3243.634766
	Iteration 33Q: 3 clusters Score -76041.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -76046.257812 Penalty: 3243.634766
	Iteration 34Q: 3 clusters Score -76046.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -76046.257812 Penalty: 3243.634766
	Iteration 35F: 3 clusters Score -76046.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -47173.746094 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -47173.75 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 225 members 
Entering Unmasked Estep 
Score: -45845.429688 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -45845.43 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -46239.210938 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -46239.21 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -46572.468750 Penalty: 3012.230225
	Iteration 2F: 3 clusters Score -46572.47 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -46845.027344 Penalty: 3012.230225
	Iteration 3F: 3 clusters Score -46845.03 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -47078.062500 Penalty: 3012.230225
	Iteration 4F: 3 clusters Score -47078.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -47163.500000 Penalty: 3012.230225
	Iteration 5Q: 3 clusters Score -47163.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -47206.304688 Penalty: 3012.230225
	Iteration 6Q: 3 clusters Score -47206.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -47225.800781 Penalty: 3012.230225
	Iteration 7Q: 3 clusters Score -47225.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -47246.625000 Penalty: 3012.230225
	Iteration 8Q: 3 clusters Score -47246.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -47246.625000 Penalty: 3012.230225
	Iteration 9F: 3 clusters Score -47246.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 762 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 103724 members 
Mstep: Class 3 contains 26170 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 692 members 
Mstep: Class 6 contains 102 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 312 members 
Mstep: Class 10 contains 5766 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 208534 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 15 contains 332 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8279 members 
Mstep: Class 19 contains 19881 members 
Mstep: Class 20 contains 21019 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
Score: -57725460.000000 Penalty: 77624.179688
Splitting cluster 6 changes total score from -57727048.000000 to -57725460.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Entering Unmasked Estep 
Score: -181752.953125 Penalty: 1804.928711
	Iteration 0F: 2 clusters Score -181753 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 706 members 
Entering Unmasked Estep 
Score: -179539.640625 Penalty: 3609.857422
	Iteration 0F: 3 clusters Score -179539.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -179981.734375 Penalty: 3609.857422
	Iteration 1F: 3 clusters Score -179981.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -180131.703125 Penalty: 3609.857422
	Iteration 2F: 3 clusters Score -180131.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -180210.250000 Penalty: 3609.857422
	Iteration 3Q: 3 clusters Score -180210.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -180248.062500 Penalty: 3609.857422
	Iteration 4Q: 3 clusters Score -180248.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -180267.031250 Penalty: 3609.857422
	Iteration 5Q: 3 clusters Score -180267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -180285.531250 Penalty: 3609.857422
	Iteration 6Q: 3 clusters Score -180285.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -180298.734375 Penalty: 3609.857422
	Iteration 7Q: 3 clusters Score -180298.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -180310.359375 Penalty: 3609.857422
	Iteration 8Q: 3 clusters Score -180310.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -180317.046875 Penalty: 3609.857422
	Iteration 9Q: 3 clusters Score -180317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -180339.187500 Penalty: 3609.857422
	Iteration 10Q: 3 clusters Score -180339.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -180358.343750 Penalty: 3609.857422
	Iteration 11Q: 3 clusters Score -180358.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -180371.203125 Penalty: 3609.857422
	Iteration 12Q: 3 clusters Score -180371.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -180377.906250 Penalty: 3609.857422
	Iteration 13Q: 3 clusters Score -180377.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -180381.734375 Penalty: 3609.857422
	Iteration 14Q: 3 clusters Score -180381.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -180383.562500 Penalty: 3609.857422
	Iteration 15Q: 3 clusters Score -180383.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -180384.109375 Penalty: 3609.857422
	Iteration 16Q: 3 clusters Score -180384.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -180385.765625 Penalty: 3609.857422
	Iteration 17Q: 3 clusters Score -180385.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -180386.218750 Penalty: 3609.857422
	Iteration 18Q: 3 clusters Score -180386.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -180387.265625 Penalty: 3609.857422
	Iteration 19Q: 3 clusters Score -180387.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -180387.265625 Penalty: 3609.857422
	Iteration 20F: 3 clusters Score -180387.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -49716.363281 Penalty: 1522.156372
	Iteration 0F: 2 clusters Score -49716.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -48243.472656 Penalty: 3044.312744
	Iteration 0F: 3 clusters Score -48243.47 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -48453.933594 Penalty: 3044.312744
	Iteration 1F: 3 clusters Score -48453.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -48499.089844 Penalty: 3044.312744
	Iteration 2Q: 3 clusters Score -48499.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -48532.195312 Penalty: 3044.312744
	Iteration 3Q: 3 clusters Score -48532.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -48549.855469 Penalty: 3044.312744
	Iteration 4Q: 3 clusters Score -48549.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -48564.210938 Penalty: 3044.312744
	Iteration 5Q: 3 clusters Score -48564.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -48573.988281 Penalty: 3044.312744
	Iteration 6Q: 3 clusters Score -48573.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -48578.671875 Penalty: 3044.312744
	Iteration 7Q: 3 clusters Score -48578.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -48582.093750 Penalty: 3044.312744
	Iteration 8Q: 3 clusters Score -48582.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -48594.859375 Penalty: 3044.312744
	Iteration 9Q: 3 clusters Score -48594.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -48616.359375 Penalty: 3044.312744
	Iteration 10Q: 3 clusters Score -48616.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -48631.718750 Penalty: 3044.312744
	Iteration 11Q: 3 clusters Score -48631.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -48633.121094 Penalty: 3044.312744
	Iteration 12Q: 3 clusters Score -48633.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -48633.121094 Penalty: 3044.312744
	Iteration 13F: 3 clusters Score -48633.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -31107.894531 Penalty: 1424.264893
	Iteration 0F: 2 clusters Score -31107.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29823.056641 Penalty: 2848.529785
	Iteration 0F: 3 clusters Score -29823.06 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29955.791016 Penalty: 2848.529785
	Iteration 1F: 3 clusters Score -29955.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -30042.814453 Penalty: 2848.529785
	Iteration 2F: 3 clusters Score -30042.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -30142.755859 Penalty: 2848.529785
	Iteration 3F: 3 clusters Score -30142.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30271.769531 Penalty: 2848.529785
	Iteration 4F: 3 clusters Score -30271.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -30396.765625 Penalty: 2848.529785
	Iteration 5Q: 3 clusters Score -30396.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -30486.080078 Penalty: 2848.529785
	Iteration 6Q: 3 clusters Score -30486.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -30518.396484 Penalty: 2848.529785
	Iteration 7Q: 3 clusters Score -30518.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -30532.343750 Penalty: 2848.529785
	Iteration 8Q: 3 clusters Score -30532.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -30557.750000 Penalty: 2848.529785
	Iteration 9Q: 3 clusters Score -30557.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -30570.027344 Penalty: 2848.529785
	Iteration 10Q: 3 clusters Score -30570.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -30639.734375 Penalty: 2848.529785
	Iteration 11Q: 3 clusters Score -30639.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -30714.650391 Penalty: 2848.529785
	Iteration 12Q: 3 clusters Score -30714.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -30850.322266 Penalty: 2848.529785
	Iteration 13Q: 3 clusters Score -30850.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -30945.611328 Penalty: 2848.529785
	Iteration 14Q: 3 clusters Score -30945.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -31063.972656 Penalty: 2848.529785
	Iteration 15Q: 3 clusters Score -31063.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31090.794922 Penalty: 2848.529785
	Iteration 16Q: 3 clusters Score -31090.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -31125.322266 Penalty: 2848.529785
	Iteration 17Q: 3 clusters Score -31125.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -31146.126953 Penalty: 2848.529785
	Iteration 18Q: 3 clusters Score -31146.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -31150.873047 Penalty: 2848.529785
	Iteration 19F: 3 clusters Score -31150.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -31179.742188 Penalty: 2848.529785
	Iteration 20F: 3 clusters Score -31179.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31181.714844 Penalty: 2848.529785
	Iteration 21Q: 3 clusters Score -31181.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -31185.621094 Penalty: 2848.529785
	Iteration 22Q: 3 clusters Score -31185.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -31193.046875 Penalty: 2848.529785
	Iteration 23Q: 3 clusters Score -31193.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -31210.648438 Penalty: 2848.529785
	Iteration 24Q: 3 clusters Score -31210.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -31224.507812 Penalty: 2848.529785
	Iteration 25Q: 3 clusters Score -31224.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -31234.601562 Penalty: 2848.529785
	Iteration 26Q: 3 clusters Score -31234.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -31245.488281 Penalty: 2848.529785
	Iteration 27Q: 3 clusters Score -31245.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -31269.876953 Penalty: 2848.529785
	Iteration 28Q: 3 clusters Score -31269.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -31287.152344 Penalty: 2848.529785
	Iteration 29Q: 3 clusters Score -31287.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -31287.152344 Penalty: 2848.529785
	Iteration 30F: 3 clusters Score -31287.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 762 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 103724 members 
Mstep: Class 3 contains 26170 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 692 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 96 members 
Mstep: Class 10 contains 5766 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 208534 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 15 contains 216 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8279 members 
Mstep: Class 19 contains 19881 members 
Mstep: Class 20 contains 21019 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
Score: -57725468.000000 Penalty: 77624.179688
Splitting cluster 9 changes total score from -57727048.000000 to -57725468.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (5766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Entering Unmasked Estep 
Score: -745187.937500 Penalty: 2147.614014
	Iteration 0F: 2 clusters Score -745187.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -740143.500000 Penalty: 4295.228027
	Iteration 0F: 3 clusters Score -740143.5 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -741294.000000 Penalty: 4295.228027
	Iteration 1F: 3 clusters Score -741294 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -741505.375000 Penalty: 4295.228027
	Iteration 2F: 3 clusters Score -741505.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -741653.312500 Penalty: 4295.228027
	Iteration 3F: 3 clusters Score -741653.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -741764.312500 Penalty: 4295.228027
	Iteration 4Q: 3 clusters Score -741764.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -741841.125000 Penalty: 4295.228027
	Iteration 5Q: 3 clusters Score -741841.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -741914.500000 Penalty: 4295.228027
	Iteration 6Q: 3 clusters Score -741914.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -741979.000000 Penalty: 4295.228027
	Iteration 7Q: 3 clusters Score -741979 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -742029.062500 Penalty: 4295.228027
	Iteration 8Q: 3 clusters Score -742029.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -742069.125000 Penalty: 4295.228027
	Iteration 9Q: 3 clusters Score -742069.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -742106.125000 Penalty: 4295.228027
	Iteration 10Q: 3 clusters Score -742106.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -742149.250000 Penalty: 4295.228027
	Iteration 11Q: 3 clusters Score -742149.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -742199.625000 Penalty: 4295.228027
	Iteration 12Q: 3 clusters Score -742199.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -742258.937500 Penalty: 4295.228027
	Iteration 13Q: 3 clusters Score -742258.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -742318.250000 Penalty: 4295.228027
	Iteration 14Q: 3 clusters Score -742318.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -742372.062500 Penalty: 4295.228027
	Iteration 15Q: 3 clusters Score -742372.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -742432.812500 Penalty: 4295.228027
	Iteration 16Q: 3 clusters Score -742432.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -742515.750000 Penalty: 4295.228027
	Iteration 17Q: 3 clusters Score -742515.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -742597.312500 Penalty: 4295.228027
	Iteration 18Q: 3 clusters Score -742597.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -742682.000000 Penalty: 4295.228027
	Iteration 19Q: 3 clusters Score -742682 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -742762.312500 Penalty: 4295.228027
	Iteration 20F: 3 clusters Score -742762.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -742826.750000 Penalty: 4295.228027
	Iteration 21Q: 3 clusters Score -742826.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -742884.562500 Penalty: 4295.228027
	Iteration 22Q: 3 clusters Score -742884.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -742933.187500 Penalty: 4295.228027
	Iteration 23Q: 3 clusters Score -742933.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -742976.812500 Penalty: 4295.228027
	Iteration 24Q: 3 clusters Score -742976.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -743013.187500 Penalty: 4295.228027
	Iteration 25Q: 3 clusters Score -743013.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -743042.062500 Penalty: 4295.228027
	Iteration 26Q: 3 clusters Score -743042.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -743069.562500 Penalty: 4295.228027
	Iteration 27Q: 3 clusters Score -743069.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -743100.125000 Penalty: 4295.228027
	Iteration 28Q: 3 clusters Score -743100.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -743120.687500 Penalty: 4295.228027
	Iteration 29Q: 3 clusters Score -743120.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -743144.875000 Penalty: 4295.228027
	Iteration 30Q: 3 clusters Score -743144.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -743167.687500 Penalty: 4295.228027
	Iteration 31Q: 3 clusters Score -743167.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -743187.375000 Penalty: 4295.228027
	Iteration 32Q: 3 clusters Score -743187.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -743211.375000 Penalty: 4295.228027
	Iteration 33Q: 3 clusters Score -743211.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -743229.750000 Penalty: 4295.228027
	Iteration 34Q: 3 clusters Score -743229.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -743240.875000 Penalty: 4295.228027
	Iteration 35Q: 3 clusters Score -743240.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -743252.187500 Penalty: 4295.228027
	Iteration 36Q: 3 clusters Score -743252.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -743262.687500 Penalty: 4295.228027
	Iteration 37Q: 3 clusters Score -743262.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -743268.812500 Penalty: 4295.228027
	Iteration 38Q: 3 clusters Score -743268.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -743278.250000 Penalty: 4295.228027
	Iteration 39Q: 3 clusters Score -743278.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -743280.937500 Penalty: 4295.228027
	Iteration 40F: 3 clusters Score -743280.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -743284.500000 Penalty: 4295.228027
	Iteration 41Q: 3 clusters Score -743284.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -743288.812500 Penalty: 4295.228027
	Iteration 42Q: 3 clusters Score -743288.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -743294.187500 Penalty: 4295.228027
	Iteration 43Q: 3 clusters Score -743294.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -743298.687500 Penalty: 4295.228027
	Iteration 44Q: 3 clusters Score -743298.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -743303.062500 Penalty: 4295.228027
	Iteration 45Q: 3 clusters Score -743303.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -743303.687500 Penalty: 4295.228027
	Iteration 46Q: 3 clusters Score -743303.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -743304.125000 Penalty: 4295.228027
	Iteration 47Q: 3 clusters Score -743304.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -743304.125000 Penalty: 4295.228027
	Iteration 48F: 3 clusters Score -743304.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Entering Unmasked Estep 
Score: -32057.501953 Penalty: 1401.817261
	Iteration 0F: 2 clusters Score -32057.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -30835.685547 Penalty: 2803.634521
	Iteration 0F: 3 clusters Score -30835.69 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -30924.062500 Penalty: 2803.634521
	Iteration 1F: 3 clusters Score -30924.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -30959.304688 Penalty: 2803.634521
	Iteration 2Q: 3 clusters Score -30959.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31006.232422 Penalty: 2803.634521
	Iteration 3Q: 3 clusters Score -31006.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31030.003906 Penalty: 2803.634521
	Iteration 4Q: 3 clusters Score -31030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31039.927734 Penalty: 2803.634521
	Iteration 5Q: 3 clusters Score -31039.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -31047.199219 Penalty: 2803.634521
	Iteration 6Q: 3 clusters Score -31047.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31066.039062 Penalty: 2803.634521
	Iteration 7Q: 3 clusters Score -31066.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -31071.748047 Penalty: 2803.634521
	Iteration 8Q: 3 clusters Score -31071.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -31071.748047 Penalty: 2803.634521
	Iteration 9F: 3 clusters Score -31071.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (208534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208534 members 
Entering Unmasked Estep 
Score: -26349222.000000 Penalty: 3037.468506
	Iteration 0F: 2 clusters Score -2.634922e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103980 members 
Mstep: Class 2 contains 104554 members 
Entering Unmasked Estep 
Score: -26214688.000000 Penalty: 6074.937012
	Iteration 0F: 3 clusters Score -2.621469e+07 nChanged 100111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99027 members 
Mstep: Class 2 contains 109507 members 
Entering Unmasked Estep 
Score: -26272166.000000 Penalty: 6074.937012
	Iteration 1F: 3 clusters Score -2.627217e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95776 members 
Mstep: Class 2 contains 112758 members 
Entering Unmasked Estep 
Score: -26273392.000000 Penalty: 6074.937012
	Iteration 2Q: 3 clusters Score -2.627339e+07 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90948 members 
Mstep: Class 2 contains 117586 members 
Entering Unmasked Estep 
Score: -26275178.000000 Penalty: 6074.937012
	Iteration 3Q: 3 clusters Score -2.627518e+07 nChanged 8101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83541 members 
Mstep: Class 2 contains 124993 members 
Entering Unmasked Estep 
Score: -26278312.000000 Penalty: 6074.937012
	Iteration 4Q: 3 clusters Score -2.627831e+07 nChanged 11512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72267 members 
Mstep: Class 2 contains 136267 members 
Entering Unmasked Estep 
Score: -26284266.000000 Penalty: 6074.937012
	Iteration 5F: 3 clusters Score -2.628427e+07 nChanged 16311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56046 members 
Mstep: Class 2 contains 152488 members 
Entering Unmasked Estep 
Score: -26295810.000000 Penalty: 6074.937012
	Iteration 6F: 3 clusters Score -2.629581e+07 nChanged 20340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 172812 members 
Entering Unmasked Estep 
Score: -26313710.000000 Penalty: 6074.937012
	Iteration 7F: 3 clusters Score -2.631371e+07 nChanged 18995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 191801 members 
Entering Unmasked Estep 
Score: -26332078.000000 Penalty: 6074.937012
	Iteration 8F: 3 clusters Score -2.633208e+07 nChanged 11255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 203056 members 
Entering Unmasked Estep 
Score: -26341844.000000 Penalty: 6074.937012
	Iteration 9F: 3 clusters Score -2.634184e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 207040 members 
Entering Unmasked Estep 
Score: -26345256.000000 Penalty: 6074.937012
	Iteration 10Q: 3 clusters Score -2.634526e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 207991 members 
Entering Unmasked Estep 
Score: -26346118.000000 Penalty: 6074.937012
	Iteration 11Q: 3 clusters Score -2.634612e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 208195 members 
Entering Unmasked Estep 
Score: -26346344.000000 Penalty: 6074.937012
	Iteration 12Q: 3 clusters Score -2.634634e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 208251 members 
Entering Unmasked Estep 
Score: -26346444.000000 Penalty: 6074.937012
	Iteration 13Q: 3 clusters Score -2.634644e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 208267 members 
Entering Unmasked Estep 
Score: -26346510.000000 Penalty: 6074.937012
	Iteration 14Q: 3 clusters Score -2.634651e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 208274 members 
Entering Unmasked Estep 
Score: -26346518.000000 Penalty: 6074.937012
	Iteration 15Q: 3 clusters Score -2.634652e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 208282 members 
Entering Unmasked Estep 
Score: -26346572.000000 Penalty: 6074.937012
	Iteration 16Q: 3 clusters Score -2.634657e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 208287 members 
Entering Unmasked Estep 
Score: -26346566.000000 Penalty: 6074.937012
	Iteration 17Q: 3 clusters Score -2.634657e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 208287 members 
Entering Unmasked Estep 
Score: -26346588.000000 Penalty: 6074.937012
	Iteration 18Q: 3 clusters Score -2.634659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 208289 members 
Entering Unmasked Estep 
Score: -26346596.000000 Penalty: 6074.937012
	Iteration 19Q: 3 clusters Score -2.63466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 208291 members 
Entering Unmasked Estep 
Score: -26346590.000000 Penalty: 6074.937012
	Iteration 20F: 3 clusters Score -2.634659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 208291 members 
Entering Unmasked Estep 
Score: -26346592.000000 Penalty: 6074.937012
	Iteration 21Q: 3 clusters Score -2.634659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 208290 members 
Entering Unmasked Estep 
Score: -26346588.000000 Penalty: 6074.937012
	Iteration 22Q: 3 clusters Score -2.634659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 208291 members 
Entering Unmasked Estep 
Score: -26346596.000000 Penalty: 6074.937012
	Iteration 23Q: 3 clusters Score -2.63466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 208290 members 
Entering Unmasked Estep 
Score: -26346598.000000 Penalty: 6074.937012
	Iteration 24Q: 3 clusters Score -2.63466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 208292 members 
Entering Unmasked Estep 
Score: -26346588.000000 Penalty: 6074.937012
	Iteration 25Q: 3 clusters Score -2.634659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 208294 members 
Entering Unmasked Estep 
Score: -26346598.000000 Penalty: 6074.937012
	Iteration 26Q: 3 clusters Score -2.63466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 208295 members 
Entering Unmasked Estep 
Score: -26346600.000000 Penalty: 6074.937012
	Iteration 27Q: 3 clusters Score -2.63466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 208297 members 
Entering Unmasked Estep 
Score: -26346612.000000 Penalty: 6074.937012
	Iteration 28Q: 3 clusters Score -2.634661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 208299 members 
Entering Unmasked Estep 
Score: -26346624.000000 Penalty: 6074.937012
	Iteration 29Q: 3 clusters Score -2.634662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 208302 members 
Entering Unmasked Estep 
Score: -26346634.000000 Penalty: 6074.937012
	Iteration 30Q: 3 clusters Score -2.634663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 208303 members 
Entering Unmasked Estep 
Score: -26346638.000000 Penalty: 6074.937012
	Iteration 31Q: 3 clusters Score -2.634664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 208304 members 
Entering Unmasked Estep 
Score: -26346632.000000 Penalty: 6074.937012
	Iteration 32Q: 3 clusters Score -2.634663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 208305 members 
Entering Unmasked Estep 
Score: -26346626.000000 Penalty: 6074.937012
	Iteration 33Q: 3 clusters Score -2.634663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 208306 members 
Entering Unmasked Estep 
Score: -26346616.000000 Penalty: 6074.937012
	Iteration 34Q: 3 clusters Score -2.634662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 208306 members 
Entering Unmasked Estep 
Score: -26346628.000000 Penalty: 6074.937012
	Iteration 35Q: 3 clusters Score -2.634663e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 208306 members 
Entering Unmasked Estep 
Score: -26346628.000000 Penalty: 6074.937012
	Iteration 36F: 3 clusters Score -2.634663e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -29769.816406 Penalty: 1390.238892
	Iteration 0F: 2 clusters Score -29769.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28563.615234 Penalty: 2780.477783
	Iteration 0F: 3 clusters Score -28563.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28690.316406 Penalty: 2780.477783
	Iteration 1F: 3 clusters Score -28690.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28797.447266 Penalty: 2780.477783
	Iteration 2Q: 3 clusters Score -28797.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28913.056641 Penalty: 2780.477783
	Iteration 3Q: 3 clusters Score -28913.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -28938.203125 Penalty: 2780.477783
	Iteration 4Q: 3 clusters Score -28938.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -28946.556641 Penalty: 2780.477783
	Iteration 5Q: 3 clusters Score -28946.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -28946.556641 Penalty: 2780.477783
	Iteration 6F: 3 clusters Score -28946.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -88963.312500 Penalty: 1632.342163
	Iteration 0F: 2 clusters Score -88963.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -87234.164062 Penalty: 3264.684326
	Iteration 0F: 3 clusters Score -87234.16 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -87465.781250 Penalty: 3264.684326
	Iteration 1F: 3 clusters Score -87465.78 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -87527.570312 Penalty: 3264.684326
	Iteration 2F: 3 clusters Score -87527.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -87560.718750 Penalty: 3264.684326
	Iteration 3Q: 3 clusters Score -87560.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -87588.054688 Penalty: 3264.684326
	Iteration 4Q: 3 clusters Score -87588.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -87607.203125 Penalty: 3264.684326
	Iteration 5Q: 3 clusters Score -87607.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -87614.265625 Penalty: 3264.684326
	Iteration 6Q: 3 clusters Score -87614.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -87617.781250 Penalty: 3264.684326
	Iteration 7Q: 3 clusters Score -87617.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -87617.781250 Penalty: 3264.684326
	Iteration 8F: 3 clusters Score -87617.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Entering Unmasked Estep 
Score: -1209996.875000 Penalty: 2267.894043
	Iteration 0F: 2 clusters Score -1209997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1202724.125000 Penalty: 4535.788086
	Iteration 0F: 3 clusters Score -1202724 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1204792.750000 Penalty: 4535.788086
	Iteration 1F: 3 clusters Score -1204793 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1205089.250000 Penalty: 4535.788086
	Iteration 2F: 3 clusters Score -1205089 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1205256.750000 Penalty: 4535.788086
	Iteration 3Q: 3 clusters Score -1205257 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1205379.500000 Penalty: 4535.788086
	Iteration 4Q: 3 clusters Score -1205380 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1205479.750000 Penalty: 4535.788086
	Iteration 5Q: 3 clusters Score -1205480 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1205555.500000 Penalty: 4535.788086
	Iteration 6Q: 3 clusters Score -1205556 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1205635.125000 Penalty: 4535.788086
	Iteration 7Q: 3 clusters Score -1205635 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1205696.875000 Penalty: 4535.788086
	Iteration 8Q: 3 clusters Score -1205697 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1205771.250000 Penalty: 4535.788086
	Iteration 9Q: 3 clusters Score -1205771 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1205846.875000 Penalty: 4535.788086
	Iteration 10Q: 3 clusters Score -1205847 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1205935.000000 Penalty: 4535.788086
	Iteration 11Q: 3 clusters Score -1205935 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1206031.375000 Penalty: 4535.788086
	Iteration 12Q: 3 clusters Score -1206031 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1206139.500000 Penalty: 4535.788086
	Iteration 13Q: 3 clusters Score -1206140 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1206268.875000 Penalty: 4535.788086
	Iteration 14Q: 3 clusters Score -1206269 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1206405.625000 Penalty: 4535.788086
	Iteration 15Q: 3 clusters Score -1206406 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1206525.125000 Penalty: 4535.788086
	Iteration 16Q: 3 clusters Score -1206525 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1206621.500000 Penalty: 4535.788086
	Iteration 17Q: 3 clusters Score -1206622 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1206727.625000 Penalty: 4535.788086
	Iteration 18Q: 3 clusters Score -1206728 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1206839.250000 Penalty: 4535.788086
	Iteration 19Q: 3 clusters Score -1206839 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1206945.500000 Penalty: 4535.788086
	Iteration 20F: 3 clusters Score -1206946 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1207053.000000 Penalty: 4535.788086
	Iteration 21Q: 3 clusters Score -1207053 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1207168.000000 Penalty: 4535.788086
	Iteration 22Q: 3 clusters Score -1207168 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1207264.875000 Penalty: 4535.788086
	Iteration 23Q: 3 clusters Score -1207265 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1207357.875000 Penalty: 4535.788086
	Iteration 24Q: 3 clusters Score -1207358 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1207428.875000 Penalty: 4535.788086
	Iteration 25Q: 3 clusters Score -1207429 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1207489.000000 Penalty: 4535.788086
	Iteration 26Q: 3 clusters Score -1207489 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1207537.250000 Penalty: 4535.788086
	Iteration 27Q: 3 clusters Score -1207537 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1207571.125000 Penalty: 4535.788086
	Iteration 28Q: 3 clusters Score -1207571 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1207603.750000 Penalty: 4535.788086
	Iteration 29Q: 3 clusters Score -1207604 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1207634.250000 Penalty: 4535.788086
	Iteration 30Q: 3 clusters Score -1207634 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1207660.000000 Penalty: 4535.788086
	Iteration 31Q: 3 clusters Score -1207660 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1207688.000000 Penalty: 4535.788086
	Iteration 32Q: 3 clusters Score -1207688 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1207720.250000 Penalty: 4535.788086
	Iteration 33Q: 3 clusters Score -1207720 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1207755.250000 Penalty: 4535.788086
	Iteration 34Q: 3 clusters Score -1207755 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1207787.375000 Penalty: 4535.788086
	Iteration 35Q: 3 clusters Score -1207787 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1207809.000000 Penalty: 4535.788086
	Iteration 36Q: 3 clusters Score -1207809 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1207824.750000 Penalty: 4535.788086
	Iteration 37Q: 3 clusters Score -1207825 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1207846.750000 Penalty: 4535.788086
	Iteration 38Q: 3 clusters Score -1207847 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1207863.875000 Penalty: 4535.788086
	Iteration 39Q: 3 clusters Score -1207864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1207881.125000 Penalty: 4535.788086
	Iteration 40F: 3 clusters Score -1207881 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1207895.125000 Penalty: 4535.788086
	Iteration 41Q: 3 clusters Score -1207895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1207904.750000 Penalty: 4535.788086
	Iteration 42Q: 3 clusters Score -1207905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1207911.250000 Penalty: 4535.788086
	Iteration 43Q: 3 clusters Score -1207911 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1207923.625000 Penalty: 4535.788086
	Iteration 44Q: 3 clusters Score -1207924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1207931.875000 Penalty: 4535.788086
	Iteration 45Q: 3 clusters Score -1207932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1207941.875000 Penalty: 4535.788086
	Iteration 46Q: 3 clusters Score -1207942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1207946.250000 Penalty: 4535.788086
	Iteration 47Q: 3 clusters Score -1207946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1207959.250000 Penalty: 4535.788086
	Iteration 48Q: 3 clusters Score -1207959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1207968.250000 Penalty: 4535.788086
	Iteration 49Q: 3 clusters Score -1207968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1207973.000000 Penalty: 4535.788086
	Iteration 50Q: 3 clusters Score -1207973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1207974.250000 Penalty: 4535.788086
	Iteration 51Q: 3 clusters Score -1207974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1207972.500000 Penalty: 4535.788086
	Iteration 52Q: 3 clusters Score -1207972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1207973.125000 Penalty: 4535.788086
	Iteration 53Q: 3 clusters Score -1207973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1207977.500000 Penalty: 4535.788086
	Iteration 54Q: 3 clusters Score -1207978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1207977.375000 Penalty: 4535.788086
	Iteration 55Q: 3 clusters Score -1207977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1207977.375000 Penalty: 4535.788086
	Iteration 56F: 3 clusters Score -1207977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Entering Unmasked Estep 
Score: -93062.250000 Penalty: 1637.778076
	Iteration 0F: 2 clusters Score -93062.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -91340.171875 Penalty: 3275.556152
	Iteration 0F: 3 clusters Score -91340.17 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -91536.109375 Penalty: 3275.556152
	Iteration 1F: 3 clusters Score -91536.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -91568.179688 Penalty: 3275.556152
	Iteration 2Q: 3 clusters Score -91568.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -91597.312500 Penalty: 3275.556152
	Iteration 3Q: 3 clusters Score -91597.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -91615.281250 Penalty: 3275.556152
	Iteration 4Q: 3 clusters Score -91615.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -91631.687500 Penalty: 3275.556152
	Iteration 5Q: 3 clusters Score -91631.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -91643.679688 Penalty: 3275.556152
	Iteration 6Q: 3 clusters Score -91643.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -91647.078125 Penalty: 3275.556152
	Iteration 7Q: 3 clusters Score -91647.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -91650.000000 Penalty: 3275.556152
	Iteration 8Q: 3 clusters Score -91650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -91652.914062 Penalty: 3275.556152
	Iteration 9Q: 3 clusters Score -91652.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -91652.914062 Penalty: 3275.556152
	Iteration 10F: 3 clusters Score -91652.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Entering Unmasked Estep 
Score: -1053037.875000 Penalty: 2237.326416
	Iteration 0F: 2 clusters Score -1053038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1046419.187500 Penalty: 4474.652832
	Iteration 0F: 3 clusters Score -1046419 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1048373.625000 Penalty: 4474.652832
	Iteration 1F: 3 clusters Score -1048374 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1048699 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1049002.500000 Penalty: 4474.652832
	Iteration 3F: 3 clusters Score -1049002 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1049268.000000 Penalty: 4474.652832
	Iteration 4F: 3 clusters Score -1049268 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1049524.375000 Penalty: 4474.652832
	Iteration 5Q: 3 clusters Score -1049524 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1049728.875000 Penalty: 4474.652832
	Iteration 6Q: 3 clusters Score -1049729 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1049888.125000 Penalty: 4474.652832
	Iteration 7Q: 3 clusters Score -1049888 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1050028.750000 Penalty: 4474.652832
	Iteration 8Q: 3 clusters Score -1050029 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1050172.375000 Penalty: 4474.652832
	Iteration 9Q: 3 clusters Score -1050172 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1050292.375000 Penalty: 4474.652832
	Iteration 10Q: 3 clusters Score -1050292 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1050414.125000 Penalty: 4474.652832
	Iteration 11Q: 3 clusters Score -1050414 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1050538.750000 Penalty: 4474.652832
	Iteration 12Q: 3 clusters Score -1050539 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1050669.250000 Penalty: 4474.652832
	Iteration 13Q: 3 clusters Score -1050669 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1050796.500000 Penalty: 4474.652832
	Iteration 14Q: 3 clusters Score -1050796 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1050903.250000 Penalty: 4474.652832
	Iteration 15Q: 3 clusters Score -1050903 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1051029.000000 Penalty: 4474.652832
	Iteration 16Q: 3 clusters Score -1051029 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1051179.875000 Penalty: 4474.652832
	Iteration 17Q: 3 clusters Score -1051180 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1051331.500000 Penalty: 4474.652832
	Iteration 18Q: 3 clusters Score -1051332 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1051461.500000 Penalty: 4474.652832
	Iteration 19Q: 3 clusters Score -1051462 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1051588.875000 Penalty: 4474.652832
	Iteration 20F: 3 clusters Score -1051589 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1051711.000000 Penalty: 4474.652832
	Iteration 21Q: 3 clusters Score -1051711 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1051771.375000 Penalty: 4474.652832
	Iteration 22Q: 3 clusters Score -1051771 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1051807.500000 Penalty: 4474.652832
	Iteration 23Q: 3 clusters Score -1051808 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1051827.375000 Penalty: 4474.652832
	Iteration 24Q: 3 clusters Score -1051827 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1051843.500000 Penalty: 4474.652832
	Iteration 25Q: 3 clusters Score -1051844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1051861.500000 Penalty: 4474.652832
	Iteration 26Q: 3 clusters Score -1051862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1051869.250000 Penalty: 4474.652832
	Iteration 27Q: 3 clusters Score -1051869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1051873.750000 Penalty: 4474.652832
	Iteration 28Q: 3 clusters Score -1051874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1051882.875000 Penalty: 4474.652832
	Iteration 29Q: 3 clusters Score -1051883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1051888.250000 Penalty: 4474.652832
	Iteration 30Q: 3 clusters Score -1051888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1051892.875000 Penalty: 4474.652832
	Iteration 31Q: 3 clusters Score -1051893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1051892.000000 Penalty: 4474.652832
	Iteration 32Q: 3 clusters Score -1051892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1051893.875000 Penalty: 4474.652832
	Iteration 33Q: 3 clusters Score -1051894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1051894.250000 Penalty: 4474.652832
	Iteration 34Q: 3 clusters Score -1051894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1051895.625000 Penalty: 4474.652832
	Iteration 35Q: 3 clusters Score -1051896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1051896.375000 Penalty: 4474.652832
	Iteration 36Q: 3 clusters Score -1051896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1051896.625000 Penalty: 4474.652832
	Iteration 37Q: 3 clusters Score -1051897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1051897.625000 Penalty: 4474.652832
	Iteration 38Q: 3 clusters Score -1051898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1051898.125000 Penalty: 4474.652832
	Iteration 39Q: 3 clusters Score -1051898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1051899.375000 Penalty: 4474.652832
	Iteration 40F: 3 clusters Score -1051899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1051899.875000 Penalty: 4474.652832
	Iteration 41Q: 3 clusters Score -1051900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1051900.750000 Penalty: 4474.652832
	Iteration 42Q: 3 clusters Score -1051901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1051900.750000 Penalty: 4474.652832
	Iteration 43F: 3 clusters Score -1051901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Entering Unmasked Estep 
Score: -2480509.250000 Penalty: 2454.584961
	Iteration 0F: 2 clusters Score -2480509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -2466574.000000 Penalty: 4909.169922
	Iteration 0F: 3 clusters Score -2466574 nChanged 8773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -2471180 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -2471505.000000 Penalty: 4909.169922
	Iteration 2F: 3 clusters Score -2471505 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -2471738 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -2471953.750000 Penalty: 4909.169922
	Iteration 4Q: 3 clusters Score -2471954 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -2472151.250000 Penalty: 4909.169922
	Iteration 5Q: 3 clusters Score -2472151 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -2472344.750000 Penalty: 4909.169922
	Iteration 6Q: 3 clusters Score -2472345 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2472540.500000 Penalty: 4909.169922
	Iteration 7Q: 3 clusters Score -2472540 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -2472741.500000 Penalty: 4909.169922
	Iteration 8Q: 3 clusters Score -2472742 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -2472940.250000 Penalty: 4909.169922
	Iteration 9Q: 3 clusters Score -2472940 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -2473183.500000 Penalty: 4909.169922
	Iteration 10Q: 3 clusters Score -2473184 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2473469.500000 Penalty: 4909.169922
	Iteration 11Q: 3 clusters Score -2473470 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2473875.250000 Penalty: 4909.169922
	Iteration 12Q: 3 clusters Score -2473875 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -2474421.750000 Penalty: 4909.169922
	Iteration 13Q: 3 clusters Score -2474422 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -2475123.500000 Penalty: 4909.169922
	Iteration 14Q: 3 clusters Score -2475124 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -2475894.250000 Penalty: 4909.169922
	Iteration 15Q: 3 clusters Score -2475894 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -2476540.250000 Penalty: 4909.169922
	Iteration 16Q: 3 clusters Score -2476540 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -2477040.500000 Penalty: 4909.169922
	Iteration 17Q: 3 clusters Score -2477040 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -2477389.250000 Penalty: 4909.169922
	Iteration 18Q: 3 clusters Score -2477389 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -2477651.500000 Penalty: 4909.169922
	Iteration 19Q: 3 clusters Score -2477652 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -2477852.750000 Penalty: 4909.169922
	Iteration 20F: 3 clusters Score -2477853 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -2478001.250000 Penalty: 4909.169922
	Iteration 21Q: 3 clusters Score -2478001 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -2478099.750000 Penalty: 4909.169922
	Iteration 22Q: 3 clusters Score -2478100 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -2478170.250000 Penalty: 4909.169922
	Iteration 23Q: 3 clusters Score -2478170 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -2478222.750000 Penalty: 4909.169922
	Iteration 24Q: 3 clusters Score -2478223 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -2478267.500000 Penalty: 4909.169922
	Iteration 25Q: 3 clusters Score -2478268 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -2478309.250000 Penalty: 4909.169922
	Iteration 26Q: 3 clusters Score -2478309 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -2478326.750000 Penalty: 4909.169922
	Iteration 27Q: 3 clusters Score -2478327 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -2478349.250000 Penalty: 4909.169922
	Iteration 28Q: 3 clusters Score -2478349 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -2478366.750000 Penalty: 4909.169922
	Iteration 29Q: 3 clusters Score -2478367 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -2478386.250000 Penalty: 4909.169922
	Iteration 30Q: 3 clusters Score -2478386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -2478391.000000 Penalty: 4909.169922
	Iteration 31Q: 3 clusters Score -2478391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -2478396.750000 Penalty: 4909.169922
	Iteration 32Q: 3 clusters Score -2478397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -2478406.000000 Penalty: 4909.169922
	Iteration 33Q: 3 clusters Score -2478406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -2478415.500000 Penalty: 4909.169922
	Iteration 34Q: 3 clusters Score -2478416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -2478419.500000 Penalty: 4909.169922
	Iteration 35Q: 3 clusters Score -2478420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -2478424.750000 Penalty: 4909.169922
	Iteration 36Q: 3 clusters Score -2478425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -2478430.750000 Penalty: 4909.169922
	Iteration 37Q: 3 clusters Score -2478431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -2478434.250000 Penalty: 4909.169922
	Iteration 38Q: 3 clusters Score -2478434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -2478435.500000 Penalty: 4909.169922
	Iteration 39Q: 3 clusters Score -2478436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -2478436.500000 Penalty: 4909.169922
	Iteration 40F: 3 clusters Score -2478436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -2478437.750000 Penalty: 4909.169922
	Iteration 41Q: 3 clusters Score -2478438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -2478443.250000 Penalty: 4909.169922
	Iteration 42Q: 3 clusters Score -2478443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -2478442.750000 Penalty: 4909.169922
	Iteration 43Q: 3 clusters Score -2478443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -2478442.000000 Penalty: 4909.169922
	Iteration 44Q: 3 clusters Score -2478442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -2478443.750000 Penalty: 4909.169922
	Iteration 45Q: 3 clusters Score -2478444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -2478443.750000 Penalty: 4909.169922
	Iteration 46Q: 3 clusters Score -2478444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -2478442.500000 Penalty: 4909.169922
	Iteration 47Q: 3 clusters Score -2478442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -2478442.500000 Penalty: 4909.169922
	Iteration 48Q: 3 clusters Score -2478442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -2478446.750000 Penalty: 4909.169922
	Iteration 49Q: 3 clusters Score -2478447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -2478447.500000 Penalty: 4909.169922
	Iteration 50Q: 3 clusters Score -2478448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -2478453.000000 Penalty: 4909.169922
	Iteration 51Q: 3 clusters Score -2478453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -2478452.500000 Penalty: 4909.169922
	Iteration 52Q: 3 clusters Score -2478452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -2478455.500000 Penalty: 4909.169922
	Iteration 53Q: 3 clusters Score -2478456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -2478460.250000 Penalty: 4909.169922
	Iteration 54Q: 3 clusters Score -2478460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -2478466.750000 Penalty: 4909.169922
	Iteration 55Q: 3 clusters Score -2478467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -2478465.750000 Penalty: 4909.169922
	Iteration 56Q: 3 clusters Score -2478466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -2478466.250000 Penalty: 4909.169922
	Iteration 57Q: 3 clusters Score -2478466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -2478469.000000 Penalty: 4909.169922
	Iteration 58Q: 3 clusters Score -2478469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -2478469.000000 Penalty: 4909.169922
	Iteration 59F: 3 clusters Score -2478469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Entering Unmasked Estep 
Score: -2708417.000000 Penalty: 2468.389160
	Iteration 0F: 2 clusters Score -2708417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -2693696.500000 Penalty: 4936.778320
	Iteration 0F: 3 clusters Score -2693696 nChanged 9275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -2698736.750000 Penalty: 4936.778320
	Iteration 1F: 3 clusters Score -2698737 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2699239.750000 Penalty: 4936.778320
	Iteration 2F: 3 clusters Score -2699240 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2699767.250000 Penalty: 4936.778320
	Iteration 3F: 3 clusters Score -2699767 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2700322.250000 Penalty: 4936.778320
	Iteration 4F: 3 clusters Score -2700322 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -2701045.500000 Penalty: 4936.778320
	Iteration 5F: 3 clusters Score -2701046 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -2701951.250000 Penalty: 4936.778320
	Iteration 6F: 3 clusters Score -2701951 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -2702994.250000 Penalty: 4936.778320
	Iteration 7F: 3 clusters Score -2702994 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -2703973.250000 Penalty: 4936.778320
	Iteration 8F: 3 clusters Score -2703973 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -2704792.000000 Penalty: 4936.778320
	Iteration 9Q: 3 clusters Score -2704792 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2705363.250000 Penalty: 4936.778320
	Iteration 10Q: 3 clusters Score -2705363 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2705737.250000 Penalty: 4936.778320
	Iteration 11Q: 3 clusters Score -2705737 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2705961.000000 Penalty: 4936.778320
	Iteration 12Q: 3 clusters Score -2705961 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2706119.750000 Penalty: 4936.778320
	Iteration 13Q: 3 clusters Score -2706120 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2706242.500000 Penalty: 4936.778320
	Iteration 14Q: 3 clusters Score -2706242 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2706350.000000 Penalty: 4936.778320
	Iteration 15Q: 3 clusters Score -2706350 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2706442.000000 Penalty: 4936.778320
	Iteration 16Q: 3 clusters Score -2706442 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2706498.250000 Penalty: 4936.778320
	Iteration 17Q: 3 clusters Score -2706498 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2706551.500000 Penalty: 4936.778320
	Iteration 18Q: 3 clusters Score -2706552 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2706582.250000 Penalty: 4936.778320
	Iteration 19Q: 3 clusters Score -2706582 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2706600.500000 Penalty: 4936.778320
	Iteration 20F: 3 clusters Score -2706600 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2706615.000000 Penalty: 4936.778320
	Iteration 21Q: 3 clusters Score -2706615 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2706627.750000 Penalty: 4936.778320
	Iteration 22Q: 3 clusters Score -2706628 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2706634.250000 Penalty: 4936.778320
	Iteration 23Q: 3 clusters Score -2706634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2706648.250000 Penalty: 4936.778320
	Iteration 24Q: 3 clusters Score -2706648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2706664.250000 Penalty: 4936.778320
	Iteration 25Q: 3 clusters Score -2706664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2706663.500000 Penalty: 4936.778320
	Iteration 26Q: 3 clusters Score -2706664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2706660.500000 Penalty: 4936.778320
	Iteration 27Q: 3 clusters Score -2706660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2706666.500000 Penalty: 4936.778320
	Iteration 28Q: 3 clusters Score -2706666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2706668.250000 Penalty: 4936.778320
	Iteration 29Q: 3 clusters Score -2706668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2706663.500000 Penalty: 4936.778320
	Iteration 30Q: 3 clusters Score -2706664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2706666.250000 Penalty: 4936.778320
	Iteration 31Q: 3 clusters Score -2706666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2706666.250000 Penalty: 4936.778320
	Iteration 32F: 3 clusters Score -2706666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Entering Unmasked Estep 
Score: -1296722.375000 Penalty: 2284.833008
	Iteration 0F: 2 clusters Score -1296722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1289020.625000 Penalty: 4569.666016
	Iteration 0F: 3 clusters Score -1289021 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1291267.875000 Penalty: 4569.666016
	Iteration 1F: 3 clusters Score -1291268 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1291593.125000 Penalty: 4569.666016
	Iteration 2F: 3 clusters Score -1291593 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1291787.625000 Penalty: 4569.666016
	Iteration 3Q: 3 clusters Score -1291788 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1291952.875000 Penalty: 4569.666016
	Iteration 4Q: 3 clusters Score -1291953 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1292113.875000 Penalty: 4569.666016
	Iteration 5Q: 3 clusters Score -1292114 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1292253.625000 Penalty: 4569.666016
	Iteration 6Q: 3 clusters Score -1292254 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1292382.750000 Penalty: 4569.666016
	Iteration 7Q: 3 clusters Score -1292383 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1292522.125000 Penalty: 4569.666016
	Iteration 8Q: 3 clusters Score -1292522 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1292656.375000 Penalty: 4569.666016
	Iteration 9Q: 3 clusters Score -1292656 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1292780.500000 Penalty: 4569.666016
	Iteration 10Q: 3 clusters Score -1292780 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1292884.875000 Penalty: 4569.666016
	Iteration 11Q: 3 clusters Score -1292885 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1292994.750000 Penalty: 4569.666016
	Iteration 12Q: 3 clusters Score -1292995 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1293110.000000 Penalty: 4569.666016
	Iteration 13Q: 3 clusters Score -1293110 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1293237.375000 Penalty: 4569.666016
	Iteration 14Q: 3 clusters Score -1293237 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1293363.000000 Penalty: 4569.666016
	Iteration 15Q: 3 clusters Score -1293363 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1293478.250000 Penalty: 4569.666016
	Iteration 16Q: 3 clusters Score -1293478 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1293593.375000 Penalty: 4569.666016
	Iteration 17Q: 3 clusters Score -1293593 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1293696.750000 Penalty: 4569.666016
	Iteration 18Q: 3 clusters Score -1293697 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1293768.875000 Penalty: 4569.666016
	Iteration 19Q: 3 clusters Score -1293769 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1293826.250000 Penalty: 4569.666016
	Iteration 20F: 3 clusters Score -1293826 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1293872.625000 Penalty: 4569.666016
	Iteration 21Q: 3 clusters Score -1293873 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1293902.375000 Penalty: 4569.666016
	Iteration 22Q: 3 clusters Score -1293902 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1293913.625000 Penalty: 4569.666016
	Iteration 23Q: 3 clusters Score -1293914 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1293924.250000 Penalty: 4569.666016
	Iteration 24Q: 3 clusters Score -1293924 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1293936.000000 Penalty: 4569.666016
	Iteration 25Q: 3 clusters Score -1293936 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1293942.250000 Penalty: 4569.666016
	Iteration 26Q: 3 clusters Score -1293942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1293945.000000 Penalty: 4569.666016
	Iteration 27Q: 3 clusters Score -1293945 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1293944.125000 Penalty: 4569.666016
	Iteration 28Q: 3 clusters Score -1293944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1293949.500000 Penalty: 4569.666016
	Iteration 29Q: 3 clusters Score -1293950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1293953.250000 Penalty: 4569.666016
	Iteration 30Q: 3 clusters Score -1293953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1293954.125000 Penalty: 4569.666016
	Iteration 31Q: 3 clusters Score -1293954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1293954.875000 Penalty: 4569.666016
	Iteration 32Q: 3 clusters Score -1293955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1293958.250000 Penalty: 4569.666016
	Iteration 33Q: 3 clusters Score -1293958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1293960.125000 Penalty: 4569.666016
	Iteration 34Q: 3 clusters Score -1293960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1293958.875000 Penalty: 4569.666016
	Iteration 35Q: 3 clusters Score -1293959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1293959.875000 Penalty: 4569.666016
	Iteration 36Q: 3 clusters Score -1293960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1293962.500000 Penalty: 4569.666016
	Iteration 37Q: 3 clusters Score -1293962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1293960.375000 Penalty: 4569.666016
	Iteration 38Q: 3 clusters Score -1293960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1293960.250000 Penalty: 4569.666016
	Iteration 39Q: 3 clusters Score -1293960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1293964.000000 Penalty: 4569.666016
	Iteration 40F: 3 clusters Score -1293964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1293966.125000 Penalty: 4569.666016
	Iteration 41Q: 3 clusters Score -1293966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1293965.875000 Penalty: 4569.666016
	Iteration 42Q: 3 clusters Score -1293966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1293966.500000 Penalty: 4569.666016
	Iteration 43Q: 3 clusters Score -1293966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1293966.375000 Penalty: 4569.666016
	Iteration 44Q: 3 clusters Score -1293966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1293966.750000 Penalty: 4569.666016
	Iteration 45Q: 3 clusters Score -1293967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1293967.500000 Penalty: 4569.666016
	Iteration 46Q: 3 clusters Score -1293968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1293967.000000 Penalty: 4569.666016
	Iteration 47Q: 3 clusters Score -1293967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1293967.000000 Penalty: 4569.666016
	Iteration 48F: 3 clusters Score -1293967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Entering Unmasked Estep 
Score: -722120.562500 Penalty: 2139.304443
	Iteration 0F: 2 clusters Score -722120.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -717287.687500 Penalty: 4278.608887
	Iteration 0F: 3 clusters Score -717287.7 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -718441.125000 Penalty: 4278.608887
	Iteration 1F: 3 clusters Score -718441.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -718634.687500 Penalty: 4278.608887
	Iteration 2F: 3 clusters Score -718634.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -718761.187500 Penalty: 4278.608887
	Iteration 3Q: 3 clusters Score -718761.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -718846.062500 Penalty: 4278.608887
	Iteration 4Q: 3 clusters Score -718846.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -718905.687500 Penalty: 4278.608887
	Iteration 5Q: 3 clusters Score -718905.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -718949.062500 Penalty: 4278.608887
	Iteration 6Q: 3 clusters Score -718949.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -718990.000000 Penalty: 4278.608887
	Iteration 7Q: 3 clusters Score -718990 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -719030.375000 Penalty: 4278.608887
	Iteration 8Q: 3 clusters Score -719030.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -719074.125000 Penalty: 4278.608887
	Iteration 9Q: 3 clusters Score -719074.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -719107.812500 Penalty: 4278.608887
	Iteration 10Q: 3 clusters Score -719107.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -719136.062500 Penalty: 4278.608887
	Iteration 11Q: 3 clusters Score -719136.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -719160.750000 Penalty: 4278.608887
	Iteration 12Q: 3 clusters Score -719160.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -719179.500000 Penalty: 4278.608887
	Iteration 13Q: 3 clusters Score -719179.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -719200.937500 Penalty: 4278.608887
	Iteration 14Q: 3 clusters Score -719200.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -719223.812500 Penalty: 4278.608887
	Iteration 15Q: 3 clusters Score -719223.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -719244.562500 Penalty: 4278.608887
	Iteration 16Q: 3 clusters Score -719244.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -719264.937500 Penalty: 4278.608887
	Iteration 17Q: 3 clusters Score -719264.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -719279.562500 Penalty: 4278.608887
	Iteration 18Q: 3 clusters Score -719279.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -719290.187500 Penalty: 4278.608887
	Iteration 19Q: 3 clusters Score -719290.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -719307.437500 Penalty: 4278.608887
	Iteration 20F: 3 clusters Score -719307.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -719327.625000 Penalty: 4278.608887
	Iteration 21Q: 3 clusters Score -719327.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -719348.437500 Penalty: 4278.608887
	Iteration 22Q: 3 clusters Score -719348.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -719372.000000 Penalty: 4278.608887
	Iteration 23Q: 3 clusters Score -719372 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -719394.062500 Penalty: 4278.608887
	Iteration 24Q: 3 clusters Score -719394.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -719418.375000 Penalty: 4278.608887
	Iteration 25Q: 3 clusters Score -719418.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -719448.500000 Penalty: 4278.608887
	Iteration 26Q: 3 clusters Score -719448.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -719474.812500 Penalty: 4278.608887
	Iteration 27Q: 3 clusters Score -719474.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -719511.562500 Penalty: 4278.608887
	Iteration 28Q: 3 clusters Score -719511.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -719553.687500 Penalty: 4278.608887
	Iteration 29Q: 3 clusters Score -719553.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -719593.750000 Penalty: 4278.608887
	Iteration 30Q: 3 clusters Score -719593.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -719637.562500 Penalty: 4278.608887
	Iteration 31Q: 3 clusters Score -719637.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -719678.062500 Penalty: 4278.608887
	Iteration 32Q: 3 clusters Score -719678.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -719719.562500 Penalty: 4278.608887
	Iteration 33Q: 3 clusters Score -719719.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -719761.500000 Penalty: 4278.608887
	Iteration 34Q: 3 clusters Score -719761.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -719800.687500 Penalty: 4278.608887
	Iteration 35Q: 3 clusters Score -719800.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -719836.375000 Penalty: 4278.608887
	Iteration 36Q: 3 clusters Score -719836.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -719878.437500 Penalty: 4278.608887
	Iteration 37Q: 3 clusters Score -719878.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -719914.687500 Penalty: 4278.608887
	Iteration 38Q: 3 clusters Score -719914.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -719952.312500 Penalty: 4278.608887
	Iteration 39Q: 3 clusters Score -719952.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -719973.312500 Penalty: 4278.608887
	Iteration 40F: 3 clusters Score -719973.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -719989.500000 Penalty: 4278.608887
	Iteration 41Q: 3 clusters Score -719989.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -720010.437500 Penalty: 4278.608887
	Iteration 42Q: 3 clusters Score -720010.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -720031.125000 Penalty: 4278.608887
	Iteration 43Q: 3 clusters Score -720031.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -720044.062500 Penalty: 4278.608887
	Iteration 44Q: 3 clusters Score -720044.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -720054.437500 Penalty: 4278.608887
	Iteration 45Q: 3 clusters Score -720054.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -720060.125000 Penalty: 4278.608887
	Iteration 46Q: 3 clusters Score -720060.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -720067.375000 Penalty: 4278.608887
	Iteration 47Q: 3 clusters Score -720067.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -720075.000000 Penalty: 4278.608887
	Iteration 48Q: 3 clusters Score -720075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -720080.000000 Penalty: 4278.608887
	Iteration 49Q: 3 clusters Score -720080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -720086.375000 Penalty: 4278.608887
	Iteration 50Q: 3 clusters Score -720086.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -720087.312500 Penalty: 4278.608887
	Iteration 51Q: 3 clusters Score -720087.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -720088.437500 Penalty: 4278.608887
	Iteration 52Q: 3 clusters Score -720088.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -720089.312500 Penalty: 4278.608887
	Iteration 53Q: 3 clusters Score -720089.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -720089.937500 Penalty: 4278.608887
	Iteration 54Q: 3 clusters Score -720089.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -720090.125000 Penalty: 4278.608887
	Iteration 55Q: 3 clusters Score -720090.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -720090.125000 Penalty: 4278.608887
	Iteration 56F: 3 clusters Score -720090.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Entering Unmasked Estep 
Score: -1130602.000000 Penalty: 2251.076904
	Iteration 0F: 2 clusters Score -1130602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1123654.250000 Penalty: 4502.153809
	Iteration 0F: 3 clusters Score -1123654 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1125601.125000 Penalty: 4502.153809
	Iteration 1F: 3 clusters Score -1125601 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1125904.625000 Penalty: 4502.153809
	Iteration 2F: 3 clusters Score -1125905 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1126117.125000 Penalty: 4502.153809
	Iteration 3F: 3 clusters Score -1126117 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1126288.125000 Penalty: 4502.153809
	Iteration 4Q: 3 clusters Score -1126288 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1126415.125000 Penalty: 4502.153809
	Iteration 5Q: 3 clusters Score -1126415 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1126532.375000 Penalty: 4502.153809
	Iteration 6Q: 3 clusters Score -1126532 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1126636.375000 Penalty: 4502.153809
	Iteration 7Q: 3 clusters Score -1126636 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1126761.500000 Penalty: 4502.153809
	Iteration 8Q: 3 clusters Score -1126762 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1126901.500000 Penalty: 4502.153809
	Iteration 9Q: 3 clusters Score -1126902 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1127024.625000 Penalty: 4502.153809
	Iteration 10Q: 3 clusters Score -1127025 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1127130.750000 Penalty: 4502.153809
	Iteration 11Q: 3 clusters Score -1127131 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1127246.125000 Penalty: 4502.153809
	Iteration 12Q: 3 clusters Score -1127246 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1127375.250000 Penalty: 4502.153809
	Iteration 13Q: 3 clusters Score -1127375 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1127525.625000 Penalty: 4502.153809
	Iteration 14Q: 3 clusters Score -1127526 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1127668.750000 Penalty: 4502.153809
	Iteration 15Q: 3 clusters Score -1127669 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1127797.875000 Penalty: 4502.153809
	Iteration 16Q: 3 clusters Score -1127798 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1127916.000000 Penalty: 4502.153809
	Iteration 17Q: 3 clusters Score -1127916 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1128033.750000 Penalty: 4502.153809
	Iteration 18Q: 3 clusters Score -1128034 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1128143.375000 Penalty: 4502.153809
	Iteration 19Q: 3 clusters Score -1128143 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1128249.625000 Penalty: 4502.153809
	Iteration 20F: 3 clusters Score -1128250 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1128324.500000 Penalty: 4502.153809
	Iteration 21Q: 3 clusters Score -1128324 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1128378.250000 Penalty: 4502.153809
	Iteration 22Q: 3 clusters Score -1128378 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1128423.750000 Penalty: 4502.153809
	Iteration 23Q: 3 clusters Score -1128424 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1128460.375000 Penalty: 4502.153809
	Iteration 24Q: 3 clusters Score -1128460 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1128498.000000 Penalty: 4502.153809
	Iteration 25Q: 3 clusters Score -1128498 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1128526.750000 Penalty: 4502.153809
	Iteration 26Q: 3 clusters Score -1128527 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1128543.875000 Penalty: 4502.153809
	Iteration 27Q: 3 clusters Score -1128544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1128557.750000 Penalty: 4502.153809
	Iteration 28Q: 3 clusters Score -1128558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1128570.125000 Penalty: 4502.153809
	Iteration 29Q: 3 clusters Score -1128570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1128579.000000 Penalty: 4502.153809
	Iteration 30Q: 3 clusters Score -1128579 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1128591.500000 Penalty: 4502.153809
	Iteration 31Q: 3 clusters Score -1128592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1128602.625000 Penalty: 4502.153809
	Iteration 32Q: 3 clusters Score -1128603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1128612.125000 Penalty: 4502.153809
	Iteration 33Q: 3 clusters Score -1128612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1128618.875000 Penalty: 4502.153809
	Iteration 34Q: 3 clusters Score -1128619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1128624.250000 Penalty: 4502.153809
	Iteration 35Q: 3 clusters Score -1128624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1128626.875000 Penalty: 4502.153809
	Iteration 36Q: 3 clusters Score -1128627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1128627.250000 Penalty: 4502.153809
	Iteration 37Q: 3 clusters Score -1128627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1128628.500000 Penalty: 4502.153809
	Iteration 38Q: 3 clusters Score -1128628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1128631.125000 Penalty: 4502.153809
	Iteration 39Q: 3 clusters Score -1128631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1128633.000000 Penalty: 4502.153809
	Iteration 40F: 3 clusters Score -1128633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1128635.625000 Penalty: 4502.153809
	Iteration 41Q: 3 clusters Score -1128636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1128635.250000 Penalty: 4502.153809
	Iteration 42Q: 3 clusters Score -1128635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1128638.875000 Penalty: 4502.153809
	Iteration 43Q: 3 clusters Score -1128639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1128638.875000 Penalty: 4502.153809
	Iteration 44F: 3 clusters Score -1128639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Entering Unmasked Estep 
Score: -237359.750000 Penalty: 1878.363159
	Iteration 0F: 2 clusters Score -237359.8 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 955 members 
Entering Unmasked Estep 
Score: -234792.281250 Penalty: 3756.726318
	Iteration 0F: 3 clusters Score -234792.3 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -235236.421875 Penalty: 3756.726318
	Iteration 1F: 3 clusters Score -235236.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -235369.187500 Penalty: 3756.726318
	Iteration 2F: 3 clusters Score -235369.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -235432.875000 Penalty: 3756.726318
	Iteration 3Q: 3 clusters Score -235432.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -235472.437500 Penalty: 3756.726318
	Iteration 4Q: 3 clusters Score -235472.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -235500.187500 Penalty: 3756.726318
	Iteration 5Q: 3 clusters Score -235500.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -235522.328125 Penalty: 3756.726318
	Iteration 6Q: 3 clusters Score -235522.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -235542.296875 Penalty: 3756.726318
	Iteration 7Q: 3 clusters Score -235542.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -235558.562500 Penalty: 3756.726318
	Iteration 8Q: 3 clusters Score -235558.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -235574.203125 Penalty: 3756.726318
	Iteration 9Q: 3 clusters Score -235574.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -235596.234375 Penalty: 3756.726318
	Iteration 10Q: 3 clusters Score -235596.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -235621.531250 Penalty: 3756.726318
	Iteration 11Q: 3 clusters Score -235621.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -235655.453125 Penalty: 3756.726318
	Iteration 12Q: 3 clusters Score -235655.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -235681.562500 Penalty: 3756.726318
	Iteration 13Q: 3 clusters Score -235681.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -235700.937500 Penalty: 3756.726318
	Iteration 14Q: 3 clusters Score -235700.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -235717.328125 Penalty: 3756.726318
	Iteration 15Q: 3 clusters Score -235717.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -235732.187500 Penalty: 3756.726318
	Iteration 16Q: 3 clusters Score -235732.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -235747.140625 Penalty: 3756.726318
	Iteration 17Q: 3 clusters Score -235747.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -235752.937500 Penalty: 3756.726318
	Iteration 18Q: 3 clusters Score -235752.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -235756.625000 Penalty: 3756.726318
	Iteration 19Q: 3 clusters Score -235756.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -235758.046875 Penalty: 3756.726318
	Iteration 20F: 3 clusters Score -235758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -235760.843750 Penalty: 3756.726318
	Iteration 21Q: 3 clusters Score -235760.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -235762.781250 Penalty: 3756.726318
	Iteration 22Q: 3 clusters Score -235762.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -235765.765625 Penalty: 3756.726318
	Iteration 23Q: 3 clusters Score -235765.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -235769.609375 Penalty: 3756.726318
	Iteration 24Q: 3 clusters Score -235769.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -235773.296875 Penalty: 3756.726318
	Iteration 25Q: 3 clusters Score -235773.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -235776.625000 Penalty: 3756.726318
	Iteration 26Q: 3 clusters Score -235776.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -235781.515625 Penalty: 3756.726318
	Iteration 27Q: 3 clusters Score -235781.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -235787.890625 Penalty: 3756.726318
	Iteration 28Q: 3 clusters Score -235787.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -235793.828125 Penalty: 3756.726318
	Iteration 29Q: 3 clusters Score -235793.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -235800.265625 Penalty: 3756.726318
	Iteration 30Q: 3 clusters Score -235800.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -235806.234375 Penalty: 3756.726318
	Iteration 31Q: 3 clusters Score -235806.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -235808.015625 Penalty: 3756.726318
	Iteration 32Q: 3 clusters Score -235808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -235808.250000 Penalty: 3756.726318
	Iteration 33Q: 3 clusters Score -235808.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -235808.250000 Penalty: 3756.726318
	Iteration 34F: 3 clusters Score -235808.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 762 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 103724 members 
Mstep: Class 3 contains 26170 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 692 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 312 members 
Mstep: Class 10 contains 5766 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 208534 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8279 members 
Mstep: Class 19 contains 19881 members 
Mstep: Class 20 contains 21019 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57727068.000000 Penalty: 74389.843750
Iteration 159Q: 24 clusters Score -5.772707e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 762 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 103724 members 
Mstep: Class 3 contains 26170 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 692 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 312 members 
Mstep: Class 10 contains 5766 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 208534 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8279 members 
Mstep: Class 19 contains 19881 members 
Mstep: Class 20 contains 21019 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57727068.000000 Penalty: 74389.843750
Iteration 160F: 24 clusters Score -5.772707e+07 nChanged 0
Entering ConstructFrom: 
Score: -57727068.000000 Penalty: 74389.843750
Entering ConstructFrom: 
Trying to split cluster 1 (25581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Entering Unmasked Estep 
Score: -3297149.750000 Penalty: 2517.102051
	Iteration 0F: 2 clusters Score -3297150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -3279551.250000 Penalty: 5034.204102
	Iteration 0F: 3 clusters Score -3279551 nChanged 11379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -3285848.500000 Penalty: 5034.204102
	Iteration 1F: 3 clusters Score -3285848 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -3286572.500000 Penalty: 5034.204102
	Iteration 2F: 3 clusters Score -3286572 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -3287387.750000 Penalty: 5034.204102
	Iteration 3F: 3 clusters Score -3287388 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -3288341.500000 Penalty: 5034.204102
	Iteration 4F: 3 clusters Score -3288342 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -3289419.250000 Penalty: 5034.204102
	Iteration 5F: 3 clusters Score -3289419 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -3290726.750000 Penalty: 5034.204102
	Iteration 6F: 3 clusters Score -3290727 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -3292114.250000 Penalty: 5034.204102
	Iteration 7F: 3 clusters Score -3292114 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -3293281.250000 Penalty: 5034.204102
	Iteration 8F: 3 clusters Score -3293281 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -3294050.000000 Penalty: 5034.204102
	Iteration 9Q: 3 clusters Score -3294050 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -3294507.250000 Penalty: 5034.204102
	Iteration 10Q: 3 clusters Score -3294507 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -3294771.500000 Penalty: 5034.204102
	Iteration 11Q: 3 clusters Score -3294772 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -3294930.250000 Penalty: 5034.204102
	Iteration 12Q: 3 clusters Score -3294930 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -3295055.000000 Penalty: 5034.204102
	Iteration 13Q: 3 clusters Score -3295055 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -3295130.000000 Penalty: 5034.204102
	Iteration 14Q: 3 clusters Score -3295130 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -3295194.500000 Penalty: 5034.204102
	Iteration 15Q: 3 clusters Score -3295194 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -3295246.000000 Penalty: 5034.204102
	Iteration 16Q: 3 clusters Score -3295246 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -3295292.250000 Penalty: 5034.204102
	Iteration 17Q: 3 clusters Score -3295292 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -3295308.500000 Penalty: 5034.204102
	Iteration 18Q: 3 clusters Score -3295308 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -3295333.000000 Penalty: 5034.204102
	Iteration 19Q: 3 clusters Score -3295333 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -3295353.000000 Penalty: 5034.204102
	Iteration 20F: 3 clusters Score -3295353 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -3295364.750000 Penalty: 5034.204102
	Iteration 21Q: 3 clusters Score -3295365 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -3295370.500000 Penalty: 5034.204102
	Iteration 22Q: 3 clusters Score -3295370 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -3295388.000000 Penalty: 5034.204102
	Iteration 23Q: 3 clusters Score -3295388 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -3295393.500000 Penalty: 5034.204102
	Iteration 24Q: 3 clusters Score -3295394 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -3295393.750000 Penalty: 5034.204102
	Iteration 25Q: 3 clusters Score -3295394 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -3295402.000000 Penalty: 5034.204102
	Iteration 26Q: 3 clusters Score -3295402 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -3295405.750000 Penalty: 5034.204102
	Iteration 27Q: 3 clusters Score -3295406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -3295417.750000 Penalty: 5034.204102
	Iteration 28Q: 3 clusters Score -3295418 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -3295422.500000 Penalty: 5034.204102
	Iteration 29Q: 3 clusters Score -3295422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -3295422.750000 Penalty: 5034.204102
	Iteration 30Q: 3 clusters Score -3295423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -3295423.250000 Penalty: 5034.204102
	Iteration 31Q: 3 clusters Score -3295423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -3295430.000000 Penalty: 5034.204102
	Iteration 32Q: 3 clusters Score -3295430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -3295430.250000 Penalty: 5034.204102
	Iteration 33Q: 3 clusters Score -3295430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -3295426.250000 Penalty: 5034.204102
	Iteration 34Q: 3 clusters Score -3295426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -3295435.250000 Penalty: 5034.204102
	Iteration 35Q: 3 clusters Score -3295435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -3295438.000000 Penalty: 5034.204102
	Iteration 36Q: 3 clusters Score -3295438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -3295436.000000 Penalty: 5034.204102
	Iteration 37Q: 3 clusters Score -3295436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -3295434.500000 Penalty: 5034.204102
	Iteration 38Q: 3 clusters Score -3295434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -3295437.750000 Penalty: 5034.204102
	Iteration 39Q: 3 clusters Score -3295438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -3295443.000000 Penalty: 5034.204102
	Iteration 40F: 3 clusters Score -3295443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -3295452.000000 Penalty: 5034.204102
	Iteration 41Q: 3 clusters Score -3295452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -3295453.000000 Penalty: 5034.204102
	Iteration 42Q: 3 clusters Score -3295453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -3295452.500000 Penalty: 5034.204102
	Iteration 43Q: 3 clusters Score -3295452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -3295456.000000 Penalty: 5034.204102
	Iteration 44Q: 3 clusters Score -3295456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -3295451.250000 Penalty: 5034.204102
	Iteration 45Q: 3 clusters Score -3295451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -3295445.750000 Penalty: 5034.204102
	Iteration 46Q: 3 clusters Score -3295446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -3295448.500000 Penalty: 5034.204102
	Iteration 47Q: 3 clusters Score -3295448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -3295448.500000 Penalty: 5034.204102
	Iteration 48F: 3 clusters Score -3295448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (103724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103724 members 
Entering Unmasked Estep 
Score: -13308376.000000 Penalty: 2864.273193
	Iteration 0F: 2 clusters Score -1.330838e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51644 members 
Mstep: Class 2 contains 52080 members 
Entering Unmasked Estep 
Score: -13239023.000000 Penalty: 5728.546387
	Iteration 0F: 3 clusters Score -1.323902e+07 nChanged 49124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48986 members 
Mstep: Class 2 contains 54738 members 
Entering Unmasked Estep 
Score: -13266916.000000 Penalty: 5728.546387
	Iteration 1F: 3 clusters Score -1.326692e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47350 members 
Mstep: Class 2 contains 56374 members 
Entering Unmasked Estep 
Score: -13267893.000000 Penalty: 5728.546387
	Iteration 2Q: 3 clusters Score -1.326789e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 58648 members 
Entering Unmasked Estep 
Score: -13269033.000000 Penalty: 5728.546387
	Iteration 3Q: 3 clusters Score -1.326903e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41877 members 
Mstep: Class 2 contains 61847 members 
Entering Unmasked Estep 
Score: -13270669.000000 Penalty: 5728.546387
	Iteration 4Q: 3 clusters Score -1.327067e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 66473 members 
Entering Unmasked Estep 
Score: -13273601.000000 Penalty: 5728.546387
	Iteration 5Q: 3 clusters Score -1.32736e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 72627 members 
Entering Unmasked Estep 
Score: -13278070.000000 Penalty: 5728.546387
	Iteration 6F: 3 clusters Score -1.327807e+07 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 80156 members 
Entering Unmasked Estep 
Score: -13284238.000000 Penalty: 5728.546387
	Iteration 7F: 3 clusters Score -1.328424e+07 nChanged 8155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 88289 members 
Entering Unmasked Estep 
Score: -13291604.000000 Penalty: 5728.546387
	Iteration 8F: 3 clusters Score -1.32916e+07 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 95417 members 
Entering Unmasked Estep 
Score: -13298344.000000 Penalty: 5728.546387
	Iteration 9F: 3 clusters Score -1.329834e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 100026 members 
Entering Unmasked Estep 
Score: -13302590.000000 Penalty: 5728.546387
	Iteration 10Q: 3 clusters Score -1.330259e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 102313 members 
Entering Unmasked Estep 
Score: -13304613.000000 Penalty: 5728.546387
	Iteration 11Q: 3 clusters Score -1.330461e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 103093 members 
Entering Unmasked Estep 
Score: -13305315.000000 Penalty: 5728.546387
	Iteration 12Q: 3 clusters Score -1.330532e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 103327 members 
Entering Unmasked Estep 
Score: -13305613.000000 Penalty: 5728.546387
	Iteration 13Q: 3 clusters Score -1.330561e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 103411 members 
Entering Unmasked Estep 
Score: -13305731.000000 Penalty: 5728.546387
	Iteration 14Q: 3 clusters Score -1.330573e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 103445 members 
Entering Unmasked Estep 
Score: -13305775.000000 Penalty: 5728.546387
	Iteration 15Q: 3 clusters Score -1.330578e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 103460 members 
Entering Unmasked Estep 
Score: -13305809.000000 Penalty: 5728.546387
	Iteration 16Q: 3 clusters Score -1.330581e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 103464 members 
Entering Unmasked Estep 
Score: -13305830.000000 Penalty: 5728.546387
	Iteration 17Q: 3 clusters Score -1.330583e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 103469 members 
Entering Unmasked Estep 
Score: -13305840.000000 Penalty: 5728.546387
	Iteration 18Q: 3 clusters Score -1.330584e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 103466 members 
Entering Unmasked Estep 
Score: -13305854.000000 Penalty: 5728.546387
	Iteration 19Q: 3 clusters Score -1.330585e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 103469 members 
Entering Unmasked Estep 
Score: -13305870.000000 Penalty: 5728.546387
	Iteration 20F: 3 clusters Score -1.330587e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 103475 members 
Entering Unmasked Estep 
Score: -13305882.000000 Penalty: 5728.546387
	Iteration 21Q: 3 clusters Score -1.330588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 103476 members 
Entering Unmasked Estep 
Score: -13305886.000000 Penalty: 5728.546387
	Iteration 22Q: 3 clusters Score -1.330589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 103479 members 
Entering Unmasked Estep 
Score: -13305900.000000 Penalty: 5728.546387
	Iteration 23Q: 3 clusters Score -1.33059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 103479 members 
Entering Unmasked Estep 
Score: -13305898.000000 Penalty: 5728.546387
	Iteration 24Q: 3 clusters Score -1.33059e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 103479 members 
Entering Unmasked Estep 
Score: -13305898.000000 Penalty: 5728.546387
	Iteration 25F: 3 clusters Score -1.33059e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Entering Unmasked Estep 
Score: -3376215.000000 Penalty: 2522.747559
	Iteration 0F: 2 clusters Score -3376215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -3358078.000000 Penalty: 5045.495117
	Iteration 0F: 3 clusters Score -3358078 nChanged 11721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -3364393.000000 Penalty: 5045.495117
	Iteration 1F: 3 clusters Score -3364393 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -3364924.500000 Penalty: 5045.495117
	Iteration 2F: 3 clusters Score -3364924 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -3365423.500000 Penalty: 5045.495117
	Iteration 3Q: 3 clusters Score -3365424 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -3365984.000000 Penalty: 5045.495117
	Iteration 4Q: 3 clusters Score -3365984 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -3366656.250000 Penalty: 5045.495117
	Iteration 5Q: 3 clusters Score -3366656 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -3367576.000000 Penalty: 5045.495117
	Iteration 6F: 3 clusters Score -3367576 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -3368703.500000 Penalty: 5045.495117
	Iteration 7F: 3 clusters Score -3368704 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -3369847.250000 Penalty: 5045.495117
	Iteration 8F: 3 clusters Score -3369847 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -3370860.500000 Penalty: 5045.495117
	Iteration 9F: 3 clusters Score -3370860 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -3371641.250000 Penalty: 5045.495117
	Iteration 10Q: 3 clusters Score -3371641 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -3372267.500000 Penalty: 5045.495117
	Iteration 11Q: 3 clusters Score -3372268 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -3372675.250000 Penalty: 5045.495117
	Iteration 12Q: 3 clusters Score -3372675 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -3372981.250000 Penalty: 5045.495117
	Iteration 13Q: 3 clusters Score -3372981 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -3373248.000000 Penalty: 5045.495117
	Iteration 14Q: 3 clusters Score -3373248 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3373458.750000 Penalty: 5045.495117
	Iteration 15Q: 3 clusters Score -3373459 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3373610.750000 Penalty: 5045.495117
	Iteration 16Q: 3 clusters Score -3373611 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3373738.250000 Penalty: 5045.495117
	Iteration 17Q: 3 clusters Score -3373738 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3373877.500000 Penalty: 5045.495117
	Iteration 18Q: 3 clusters Score -3373878 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3373961.250000 Penalty: 5045.495117
	Iteration 19Q: 3 clusters Score -3373961 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3374013.000000 Penalty: 5045.495117
	Iteration 20F: 3 clusters Score -3374013 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3374052.500000 Penalty: 5045.495117
	Iteration 21Q: 3 clusters Score -3374052 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3374092.500000 Penalty: 5045.495117
	Iteration 22Q: 3 clusters Score -3374092 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3374124.250000 Penalty: 5045.495117
	Iteration 23Q: 3 clusters Score -3374124 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3374145.250000 Penalty: 5045.495117
	Iteration 24Q: 3 clusters Score -3374145 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3374159.000000 Penalty: 5045.495117
	Iteration 25Q: 3 clusters Score -3374159 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3374170.000000 Penalty: 5045.495117
	Iteration 26Q: 3 clusters Score -3374170 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3374178.500000 Penalty: 5045.495117
	Iteration 27Q: 3 clusters Score -3374178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3374190.250000 Penalty: 5045.495117
	Iteration 28Q: 3 clusters Score -3374190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3374197.000000 Penalty: 5045.495117
	Iteration 29Q: 3 clusters Score -3374197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3374199.500000 Penalty: 5045.495117
	Iteration 30Q: 3 clusters Score -3374200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3374201.000000 Penalty: 5045.495117
	Iteration 31Q: 3 clusters Score -3374201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3374204.000000 Penalty: 5045.495117
	Iteration 32Q: 3 clusters Score -3374204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3374210.250000 Penalty: 5045.495117
	Iteration 33Q: 3 clusters Score -3374210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3374217.250000 Penalty: 5045.495117
	Iteration 34Q: 3 clusters Score -3374217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3374215.750000 Penalty: 5045.495117
	Iteration 35Q: 3 clusters Score -3374216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3374215.750000 Penalty: 5045.495117
	Iteration 36F: 3 clusters Score -3374216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Entering Unmasked Estep 
Score: -52632.691406 Penalty: 1542.706299
	Iteration 0F: 2 clusters Score -52632.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -51137.601562 Penalty: 3085.412598
	Iteration 0F: 3 clusters Score -51137.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -51369.414062 Penalty: 3085.412598
	Iteration 1F: 3 clusters Score -51369.41 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -51471.781250 Penalty: 3085.412598
	Iteration 2F: 3 clusters Score -51471.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -51511.261719 Penalty: 3085.412598
	Iteration 3Q: 3 clusters Score -51511.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -51536.593750 Penalty: 3085.412598
	Iteration 4Q: 3 clusters Score -51536.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -51572.257812 Penalty: 3085.412598
	Iteration 5Q: 3 clusters Score -51572.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -51588.570312 Penalty: 3085.412598
	Iteration 6Q: 3 clusters Score -51588.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -51595.824219 Penalty: 3085.412598
	Iteration 7Q: 3 clusters Score -51595.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -51602.937500 Penalty: 3085.412598
	Iteration 8Q: 3 clusters Score -51602.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -51612.128906 Penalty: 3085.412598
	Iteration 9Q: 3 clusters Score -51612.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -51632.203125 Penalty: 3085.412598
	Iteration 10Q: 3 clusters Score -51632.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -51674.062500 Penalty: 3085.412598
	Iteration 11Q: 3 clusters Score -51674.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -51716.914062 Penalty: 3085.412598
	Iteration 12Q: 3 clusters Score -51716.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -51736.937500 Penalty: 3085.412598
	Iteration 13Q: 3 clusters Score -51736.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -51767.558594 Penalty: 3085.412598
	Iteration 14Q: 3 clusters Score -51767.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -51818.890625 Penalty: 3085.412598
	Iteration 15Q: 3 clusters Score -51818.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -51831.628906 Penalty: 3085.412598
	Iteration 16Q: 3 clusters Score -51831.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -51834.316406 Penalty: 3085.412598
	Iteration 17Q: 3 clusters Score -51834.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51835.644531 Penalty: 3085.412598
	Iteration 18Q: 3 clusters Score -51835.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51837.601562 Penalty: 3085.412598
	Iteration 19Q: 3 clusters Score -51837.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51846.472656 Penalty: 3085.412598
	Iteration 20F: 3 clusters Score -51846.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -51866.960938 Penalty: 3085.412598
	Iteration 21Q: 3 clusters Score -51866.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -51892.898438 Penalty: 3085.412598
	Iteration 22Q: 3 clusters Score -51892.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -51906.628906 Penalty: 3085.412598
	Iteration 23Q: 3 clusters Score -51906.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -51933.289062 Penalty: 3085.412598
	Iteration 24Q: 3 clusters Score -51933.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -51939.886719 Penalty: 3085.412598
	Iteration 25Q: 3 clusters Score -51939.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -51951.992188 Penalty: 3085.412598
	Iteration 26Q: 3 clusters Score -51951.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -51967.089844 Penalty: 3085.412598
	Iteration 27Q: 3 clusters Score -51967.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -51988.621094 Penalty: 3085.412598
	Iteration 28Q: 3 clusters Score -51988.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -52021.882812 Penalty: 3085.412598
	Iteration 29Q: 3 clusters Score -52021.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -52042.367188 Penalty: 3085.412598
	Iteration 30Q: 3 clusters Score -52042.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -52056.960938 Penalty: 3085.412598
	Iteration 31Q: 3 clusters Score -52056.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -52074.402344 Penalty: 3085.412598
	Iteration 32Q: 3 clusters Score -52074.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -52089.546875 Penalty: 3085.412598
	Iteration 33Q: 3 clusters Score -52089.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -52092.890625 Penalty: 3085.412598
	Iteration 34Q: 3 clusters Score -52092.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -52094.574219 Penalty: 3085.412598
	Iteration 35Q: 3 clusters Score -52094.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -52094.574219 Penalty: 3085.412598
	Iteration 36F: 3 clusters Score -52094.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Entering Unmasked Estep 
Score: -77045.273438 Penalty: 1621.817383
	Iteration 0F: 2 clusters Score -77045.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -75344.968750 Penalty: 3243.634766
	Iteration 0F: 3 clusters Score -75344.97 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -75584.187500 Penalty: 3243.634766
	Iteration 1F: 3 clusters Score -75584.19 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -75683.226562 Penalty: 3243.634766
	Iteration 2F: 3 clusters Score -75683.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -75715.429688 Penalty: 3243.634766
	Iteration 3Q: 3 clusters Score -75715.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -75742.953125 Penalty: 3243.634766
	Iteration 4Q: 3 clusters Score -75742.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -75770.085938 Penalty: 3243.634766
	Iteration 5Q: 3 clusters Score -75770.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -75799.062500 Penalty: 3243.634766
	Iteration 6Q: 3 clusters Score -75799.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -75805.992188 Penalty: 3243.634766
	Iteration 7Q: 3 clusters Score -75805.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -75810.906250 Penalty: 3243.634766
	Iteration 8Q: 3 clusters Score -75810.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -75813.375000 Penalty: 3243.634766
	Iteration 9Q: 3 clusters Score -75813.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -75814.218750 Penalty: 3243.634766
	Iteration 10Q: 3 clusters Score -75814.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -75815.718750 Penalty: 3243.634766
	Iteration 11Q: 3 clusters Score -75815.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -75816.640625 Penalty: 3243.634766
	Iteration 12Q: 3 clusters Score -75816.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -75816.640625 Penalty: 3243.634766
	Iteration 13F: 3 clusters Score -75816.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -47173.746094 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -47173.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -45755.390625 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -45755.39 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -45971.542969 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -45971.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -46161.894531 Penalty: 3012.230225
	Iteration 2F: 3 clusters Score -46161.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -46344.710938 Penalty: 3012.230225
	Iteration 3F: 3 clusters Score -46344.71 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -46506.007812 Penalty: 3012.230225
	Iteration 4F: 3 clusters Score -46506.01 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -46651.859375 Penalty: 3012.230225
	Iteration 5F: 3 clusters Score -46651.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -46750.234375 Penalty: 3012.230225
	Iteration 6F: 3 clusters Score -46750.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -46829.585938 Penalty: 3012.230225
	Iteration 7Q: 3 clusters Score -46829.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -46866.296875 Penalty: 3012.230225
	Iteration 8Q: 3 clusters Score -46866.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -46885.484375 Penalty: 3012.230225
	Iteration 9Q: 3 clusters Score -46885.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -46924.152344 Penalty: 3012.230225
	Iteration 10Q: 3 clusters Score -46924.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -46939.750000 Penalty: 3012.230225
	Iteration 11Q: 3 clusters Score -46939.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -46965.171875 Penalty: 3012.230225
	Iteration 12Q: 3 clusters Score -46965.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -46981.324219 Penalty: 3012.230225
	Iteration 13Q: 3 clusters Score -46981.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -46991.628906 Penalty: 3012.230225
	Iteration 14Q: 3 clusters Score -46991.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -47023.265625 Penalty: 3012.230225
	Iteration 15Q: 3 clusters Score -47023.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -47057.578125 Penalty: 3012.230225
	Iteration 16Q: 3 clusters Score -47057.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -47097.675781 Penalty: 3012.230225
	Iteration 17Q: 3 clusters Score -47097.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -47144.003906 Penalty: 3012.230225
	Iteration 18Q: 3 clusters Score -47144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -47186.656250 Penalty: 3012.230225
	Iteration 19Q: 3 clusters Score -47186.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -47215.160156 Penalty: 3012.230225
	Iteration 20F: 3 clusters Score -47215.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -47242.035156 Penalty: 3012.230225
	Iteration 21Q: 3 clusters Score -47242.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -47275.562500 Penalty: 3012.230225
	Iteration 22Q: 3 clusters Score -47275.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -47281.808594 Penalty: 3012.230225
	Iteration 23Q: 3 clusters Score -47281.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -47287.171875 Penalty: 3012.230225
	Iteration 24Q: 3 clusters Score -47287.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -47292.261719 Penalty: 3012.230225
	Iteration 25Q: 3 clusters Score -47292.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -47292.261719 Penalty: 3012.230225
	Iteration 26F: 3 clusters Score -47292.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 762 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 103724 members 
Mstep: Class 3 contains 26170 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 692 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 312 members 
Mstep: Class 10 contains 5766 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 208534 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 15 contains 122 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8279 members 
Mstep: Class 19 contains 19881 members 
Mstep: Class 20 contains 21019 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
Score: -57725512.000000 Penalty: 77624.179688
Splitting cluster 6 changes total score from -57727068.000000 to -57725512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Entering Unmasked Estep 
Score: -181752.953125 Penalty: 1804.928711
	Iteration 0F: 2 clusters Score -181753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -179522.796875 Penalty: 3609.857422
	Iteration 0F: 3 clusters Score -179522.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -179918.968750 Penalty: 3609.857422
	Iteration 1F: 3 clusters Score -179919 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -180029.359375 Penalty: 3609.857422
	Iteration 2F: 3 clusters Score -180029.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -180070.562500 Penalty: 3609.857422
	Iteration 3Q: 3 clusters Score -180070.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -180105.515625 Penalty: 3609.857422
	Iteration 4Q: 3 clusters Score -180105.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -180141.140625 Penalty: 3609.857422
	Iteration 5Q: 3 clusters Score -180141.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -180155.984375 Penalty: 3609.857422
	Iteration 6Q: 3 clusters Score -180156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -180177.531250 Penalty: 3609.857422
	Iteration 7Q: 3 clusters Score -180177.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -180199.609375 Penalty: 3609.857422
	Iteration 8Q: 3 clusters Score -180199.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -180221.921875 Penalty: 3609.857422
	Iteration 9Q: 3 clusters Score -180221.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -180234.656250 Penalty: 3609.857422
	Iteration 10Q: 3 clusters Score -180234.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -180238.968750 Penalty: 3609.857422
	Iteration 11Q: 3 clusters Score -180239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -180245.187500 Penalty: 3609.857422
	Iteration 12Q: 3 clusters Score -180245.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -180250.171875 Penalty: 3609.857422
	Iteration 13Q: 3 clusters Score -180250.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -180252.921875 Penalty: 3609.857422
	Iteration 14Q: 3 clusters Score -180252.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -180256.859375 Penalty: 3609.857422
	Iteration 15Q: 3 clusters Score -180256.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -180260.609375 Penalty: 3609.857422
	Iteration 16Q: 3 clusters Score -180260.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -180263.062500 Penalty: 3609.857422
	Iteration 17Q: 3 clusters Score -180263.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -180267.421875 Penalty: 3609.857422
	Iteration 18Q: 3 clusters Score -180267.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -180269.296875 Penalty: 3609.857422
	Iteration 19Q: 3 clusters Score -180269.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -180269.296875 Penalty: 3609.857422
	Iteration 20F: 3 clusters Score -180269.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -49716.363281 Penalty: 1522.156372
	Iteration 0F: 2 clusters Score -49716.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -48194.230469 Penalty: 3044.312744
	Iteration 0F: 3 clusters Score -48194.23 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -48352.386719 Penalty: 3044.312744
	Iteration 1F: 3 clusters Score -48352.39 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -48422.886719 Penalty: 3044.312744
	Iteration 2F: 3 clusters Score -48422.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -48458.800781 Penalty: 3044.312744
	Iteration 3Q: 3 clusters Score -48458.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -48486.742188 Penalty: 3044.312744
	Iteration 4Q: 3 clusters Score -48486.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -48514.488281 Penalty: 3044.312744
	Iteration 5Q: 3 clusters Score -48514.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -48543.406250 Penalty: 3044.312744
	Iteration 6Q: 3 clusters Score -48543.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -48558.347656 Penalty: 3044.312744
	Iteration 7Q: 3 clusters Score -48558.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -48565.410156 Penalty: 3044.312744
	Iteration 8Q: 3 clusters Score -48565.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -48584.054688 Penalty: 3044.312744
	Iteration 9Q: 3 clusters Score -48584.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -48593.394531 Penalty: 3044.312744
	Iteration 10Q: 3 clusters Score -48593.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -48619.253906 Penalty: 3044.312744
	Iteration 11Q: 3 clusters Score -48619.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -48637.031250 Penalty: 3044.312744
	Iteration 12Q: 3 clusters Score -48637.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -48658.945312 Penalty: 3044.312744
	Iteration 13Q: 3 clusters Score -48658.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -48681.003906 Penalty: 3044.312744
	Iteration 14Q: 3 clusters Score -48681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -48708.175781 Penalty: 3044.312744
	Iteration 15Q: 3 clusters Score -48708.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -48744.164062 Penalty: 3044.312744
	Iteration 16Q: 3 clusters Score -48744.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -48818.707031 Penalty: 3044.312744
	Iteration 17Q: 3 clusters Score -48818.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -48884.070312 Penalty: 3044.312744
	Iteration 18Q: 3 clusters Score -48884.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -48946.835938 Penalty: 3044.312744
	Iteration 19Q: 3 clusters Score -48946.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -49019.140625 Penalty: 3044.312744
	Iteration 20F: 3 clusters Score -49019.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -49154.214844 Penalty: 3044.312744
	Iteration 21Q: 3 clusters Score -49154.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -49370.335938 Penalty: 3044.312744
	Iteration 22Q: 3 clusters Score -49370.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -49391.929688 Penalty: 3044.312744
	Iteration 23Q: 3 clusters Score -49391.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -49418.175781 Penalty: 3044.312744
	Iteration 24Q: 3 clusters Score -49418.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -49450.109375 Penalty: 3044.312744
	Iteration 25Q: 3 clusters Score -49450.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -49516.101562 Penalty: 3044.312744
	Iteration 26Q: 3 clusters Score -49516.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -49654.328125 Penalty: 3044.312744
	Iteration 27Q: 3 clusters Score -49654.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -49773.902344 Penalty: 3044.312744
	Iteration 28Q: 3 clusters Score -49773.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -49779.824219 Penalty: 3044.312744
	Iteration 29Q: 3 clusters Score -49779.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -49779.824219 Penalty: 3044.312744
	Iteration 30F: 3 clusters Score -49779.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 762 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 103724 members 
Mstep: Class 3 contains 26170 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 692 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 181 members 
Mstep: Class 9 contains 312 members 
Mstep: Class 10 contains 5766 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 208534 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 8279 members 
Mstep: Class 19 contains 19881 members 
Mstep: Class 20 contains 21019 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 1947 members 
Entering Unmasked Estep 
Score: -57725420.000000 Penalty: 77624.179688
Splitting cluster 8 changes total score from -57727068.000000 to -57725420.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -31107.894531 Penalty: 1424.264893
	Iteration 0F: 2 clusters Score -31107.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -29862.447266 Penalty: 2848.529785
	Iteration 0F: 3 clusters Score -29862.45 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -30114.343750 Penalty: 2848.529785
	Iteration 1F: 3 clusters Score -30114.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -30303.730469 Penalty: 2848.529785
	Iteration 2F: 3 clusters Score -30303.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -30414.509766 Penalty: 2848.529785
	Iteration 3Q: 3 clusters Score -30414.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -30468.978516 Penalty: 2848.529785
	Iteration 4Q: 3 clusters Score -30468.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -30518.078125 Penalty: 2848.529785
	Iteration 5Q: 3 clusters Score -30518.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30556.203125 Penalty: 2848.529785
	Iteration 6Q: 3 clusters Score -30556.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -30626.009766 Penalty: 2848.529785
	Iteration 7Q: 3 clusters Score -30626.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -30651.410156 Penalty: 2848.529785
	Iteration 8Q: 3 clusters Score -30651.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -30687.916016 Penalty: 2848.529785
	Iteration 9Q: 3 clusters Score -30687.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -30708.304688 Penalty: 2848.529785
	Iteration 10Q: 3 clusters Score -30708.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -30749.058594 Penalty: 2848.529785
	Iteration 11Q: 3 clusters Score -30749.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -30770.521484 Penalty: 2848.529785
	Iteration 12Q: 3 clusters Score -30770.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -30777.878906 Penalty: 2848.529785
	Iteration 13Q: 3 clusters Score -30777.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -30799.898438 Penalty: 2848.529785
	Iteration 14Q: 3 clusters Score -30799.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -30809.710938 Penalty: 2848.529785
	Iteration 15Q: 3 clusters Score -30809.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -30826.138672 Penalty: 2848.529785
	Iteration 16Q: 3 clusters Score -30826.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -30841.238281 Penalty: 2848.529785
	Iteration 17Q: 3 clusters Score -30841.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -30841.238281 Penalty: 2848.529785
	Iteration 18F: 3 clusters Score -30841.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Entering Unmasked Estep 
Score: -745187.937500 Penalty: 2147.614014
	Iteration 0F: 2 clusters Score -745187.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -740169.312500 Penalty: 4295.228027
	Iteration 0F: 3 clusters Score -740169.3 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -741390.812500 Penalty: 4295.228027
	Iteration 1F: 3 clusters Score -741390.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -741593.500000 Penalty: 4295.228027
	Iteration 2F: 3 clusters Score -741593.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -741731.375000 Penalty: 4295.228027
	Iteration 3Q: 3 clusters Score -741731.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -741848.500000 Penalty: 4295.228027
	Iteration 4Q: 3 clusters Score -741848.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -741951.187500 Penalty: 4295.228027
	Iteration 5Q: 3 clusters Score -741951.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -742040.500000 Penalty: 4295.228027
	Iteration 6Q: 3 clusters Score -742040.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -742123.937500 Penalty: 4295.228027
	Iteration 7Q: 3 clusters Score -742123.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -742205.062500 Penalty: 4295.228027
	Iteration 8Q: 3 clusters Score -742205.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -742287.000000 Penalty: 4295.228027
	Iteration 9Q: 3 clusters Score -742287 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -742381.687500 Penalty: 4295.228027
	Iteration 10Q: 3 clusters Score -742381.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -742483.000000 Penalty: 4295.228027
	Iteration 11Q: 3 clusters Score -742483 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -742577.687500 Penalty: 4295.228027
	Iteration 12Q: 3 clusters Score -742577.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -742697.250000 Penalty: 4295.228027
	Iteration 13Q: 3 clusters Score -742697.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -742804.812500 Penalty: 4295.228027
	Iteration 14Q: 3 clusters Score -742804.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -742904.437500 Penalty: 4295.228027
	Iteration 15Q: 3 clusters Score -742904.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -743000.750000 Penalty: 4295.228027
	Iteration 16Q: 3 clusters Score -743000.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -743077.250000 Penalty: 4295.228027
	Iteration 17Q: 3 clusters Score -743077.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -743142.437500 Penalty: 4295.228027
	Iteration 18Q: 3 clusters Score -743142.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -743186.062500 Penalty: 4295.228027
	Iteration 19Q: 3 clusters Score -743186.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -743222.562500 Penalty: 4295.228027
	Iteration 20F: 3 clusters Score -743222.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -743244.312500 Penalty: 4295.228027
	Iteration 21Q: 3 clusters Score -743244.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -743257.750000 Penalty: 4295.228027
	Iteration 22Q: 3 clusters Score -743257.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -743269.250000 Penalty: 4295.228027
	Iteration 23Q: 3 clusters Score -743269.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -743290.312500 Penalty: 4295.228027
	Iteration 24Q: 3 clusters Score -743290.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -743305.500000 Penalty: 4295.228027
	Iteration 25Q: 3 clusters Score -743305.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -743315.312500 Penalty: 4295.228027
	Iteration 26Q: 3 clusters Score -743315.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -743324.000000 Penalty: 4295.228027
	Iteration 27Q: 3 clusters Score -743324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -743329.812500 Penalty: 4295.228027
	Iteration 28Q: 3 clusters Score -743329.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -743334.937500 Penalty: 4295.228027
	Iteration 29Q: 3 clusters Score -743334.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -743340.875000 Penalty: 4295.228027
	Iteration 30Q: 3 clusters Score -743340.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -743344.250000 Penalty: 4295.228027
	Iteration 31Q: 3 clusters Score -743344.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -743349.375000 Penalty: 4295.228027
	Iteration 32Q: 3 clusters Score -743349.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -743354.687500 Penalty: 4295.228027
	Iteration 33Q: 3 clusters Score -743354.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -743356.000000 Penalty: 4295.228027
	Iteration 34Q: 3 clusters Score -743356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -743356.250000 Penalty: 4295.228027
	Iteration 35Q: 3 clusters Score -743356.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -743359.125000 Penalty: 4295.228027
	Iteration 36Q: 3 clusters Score -743359.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -743361.250000 Penalty: 4295.228027
	Iteration 37Q: 3 clusters Score -743361.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -743364.125000 Penalty: 4295.228027
	Iteration 38Q: 3 clusters Score -743364.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -743365.875000 Penalty: 4295.228027
	Iteration 39Q: 3 clusters Score -743365.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -743365.875000 Penalty: 4295.228027
	Iteration 40F: 3 clusters Score -743365.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Entering Unmasked Estep 
Score: -32057.501953 Penalty: 1401.817261
	Iteration 0F: 2 clusters Score -32057.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -30864.417969 Penalty: 2803.634521
	Iteration 0F: 3 clusters Score -30864.42 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -30976.537109 Penalty: 2803.634521
	Iteration 1F: 3 clusters Score -30976.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -31031.593750 Penalty: 2803.634521
	Iteration 2Q: 3 clusters Score -31031.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -31052.185547 Penalty: 2803.634521
	Iteration 3Q: 3 clusters Score -31052.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -31056.882812 Penalty: 2803.634521
	Iteration 4Q: 3 clusters Score -31056.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -31056.882812 Penalty: 2803.634521
	Iteration 5F: 3 clusters Score -31056.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (208534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208534 members 
Entering Unmasked Estep 
Score: -26349222.000000 Penalty: 3037.468506
	Iteration 0F: 2 clusters Score -2.634922e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103995 members 
Mstep: Class 2 contains 104539 members 
Entering Unmasked Estep 
Score: -26214504.000000 Penalty: 6074.937012
	Iteration 0F: 3 clusters Score -2.62145e+07 nChanged 100532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98957 members 
Mstep: Class 2 contains 109577 members 
Entering Unmasked Estep 
Score: -26272620.000000 Penalty: 6074.937012
	Iteration 1F: 3 clusters Score -2.627262e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95899 members 
Mstep: Class 2 contains 112635 members 
Entering Unmasked Estep 
Score: -26273752.000000 Penalty: 6074.937012
	Iteration 2Q: 3 clusters Score -2.627375e+07 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91091 members 
Mstep: Class 2 contains 117443 members 
Entering Unmasked Estep 
Score: -26275382.000000 Penalty: 6074.937012
	Iteration 3Q: 3 clusters Score -2.627538e+07 nChanged 7994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83775 members 
Mstep: Class 2 contains 124759 members 
Entering Unmasked Estep 
Score: -26278342.000000 Penalty: 6074.937012
	Iteration 4Q: 3 clusters Score -2.627834e+07 nChanged 11183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72826 members 
Mstep: Class 2 contains 135708 members 
Entering Unmasked Estep 
Score: -26284182.000000 Penalty: 6074.937012
	Iteration 5F: 3 clusters Score -2.628418e+07 nChanged 15641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57255 members 
Mstep: Class 2 contains 151279 members 
Entering Unmasked Estep 
Score: -26295324.000000 Penalty: 6074.937012
	Iteration 6F: 3 clusters Score -2.629532e+07 nChanged 19582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37681 members 
Mstep: Class 2 contains 170853 members 
Entering Unmasked Estep 
Score: -26312826.000000 Penalty: 6074.937012
	Iteration 7F: 3 clusters Score -2.631283e+07 nChanged 19249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 190098 members 
Entering Unmasked Estep 
Score: -26331342.000000 Penalty: 6074.937012
	Iteration 8F: 3 clusters Score -2.633134e+07 nChanged 12251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 202349 members 
Entering Unmasked Estep 
Score: -26341736.000000 Penalty: 6074.937012
	Iteration 9F: 3 clusters Score -2.634174e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 206863 members 
Entering Unmasked Estep 
Score: -26345264.000000 Penalty: 6074.937012
	Iteration 10Q: 3 clusters Score -2.634526e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 207983 members 
Entering Unmasked Estep 
Score: -26346082.000000 Penalty: 6074.937012
	Iteration 11Q: 3 clusters Score -2.634608e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 208240 members 
Entering Unmasked Estep 
Score: -26346378.000000 Penalty: 6074.937012
	Iteration 12Q: 3 clusters Score -2.634638e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 208296 members 
Entering Unmasked Estep 
Score: -26346428.000000 Penalty: 6074.937012
	Iteration 13Q: 3 clusters Score -2.634643e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 208323 members 
Entering Unmasked Estep 
Score: -26346502.000000 Penalty: 6074.937012
	Iteration 14Q: 3 clusters Score -2.63465e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 208327 members 
Entering Unmasked Estep 
Score: -26346522.000000 Penalty: 6074.937012
	Iteration 15Q: 3 clusters Score -2.634652e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 208327 members 
Entering Unmasked Estep 
Score: -26346542.000000 Penalty: 6074.937012
	Iteration 16Q: 3 clusters Score -2.634654e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 208327 members 
Entering Unmasked Estep 
Score: -26346550.000000 Penalty: 6074.937012
	Iteration 17Q: 3 clusters Score -2.634655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 208326 members 
Entering Unmasked Estep 
Score: -26346560.000000 Penalty: 6074.937012
	Iteration 18Q: 3 clusters Score -2.634656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 208328 members 
Entering Unmasked Estep 
Score: -26346560.000000 Penalty: 6074.937012
	Iteration 19Q: 3 clusters Score -2.634656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 208326 members 
Entering Unmasked Estep 
Score: -26346566.000000 Penalty: 6074.937012
	Iteration 20F: 3 clusters Score -2.634657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 208326 members 
Entering Unmasked Estep 
Score: -26346562.000000 Penalty: 6074.937012
	Iteration 21Q: 3 clusters Score -2.634656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 208328 members 
Entering Unmasked Estep 
Score: -26346560.000000 Penalty: 6074.937012
	Iteration 22Q: 3 clusters Score -2.634656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 208329 members 
Entering Unmasked Estep 
Score: -26346568.000000 Penalty: 6074.937012
	Iteration 23Q: 3 clusters Score -2.634657e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 208333 members 
Entering Unmasked Estep 
Score: -26346572.000000 Penalty: 6074.937012
	Iteration 24Q: 3 clusters Score -2.634657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 208333 members 
Entering Unmasked Estep 
Score: -26346584.000000 Penalty: 6074.937012
	Iteration 25Q: 3 clusters Score -2.634658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 208334 members 
Entering Unmasked Estep 
Score: -26346574.000000 Penalty: 6074.937012
	Iteration 26Q: 3 clusters Score -2.634657e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 208334 members 
Entering Unmasked Estep 
Score: -26346574.000000 Penalty: 6074.937012
	Iteration 27F: 3 clusters Score -2.634657e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -29769.816406 Penalty: 1390.238892
	Iteration 0F: 2 clusters Score -29769.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -28564.693359 Penalty: 2780.477783
	Iteration 0F: 3 clusters Score -28564.69 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28705.136719 Penalty: 2780.477783
	Iteration 1F: 3 clusters Score -28705.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -28785.025391 Penalty: 2780.477783
	Iteration 2Q: 3 clusters Score -28785.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -28897.888672 Penalty: 2780.477783
	Iteration 3Q: 3 clusters Score -28897.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28949.808594 Penalty: 2780.477783
	Iteration 4Q: 3 clusters Score -28949.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28990.824219 Penalty: 2780.477783
	Iteration 5Q: 3 clusters Score -28990.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -29086.763672 Penalty: 2780.477783
	Iteration 6Q: 3 clusters Score -29086.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -29240.812500 Penalty: 2780.477783
	Iteration 7Q: 3 clusters Score -29240.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -29275.130859 Penalty: 2780.477783
	Iteration 8Q: 3 clusters Score -29275.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -29303.138672 Penalty: 2780.477783
	Iteration 9Q: 3 clusters Score -29303.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29326.074219 Penalty: 2780.477783
	Iteration 10Q: 3 clusters Score -29326.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -29350.699219 Penalty: 2780.477783
	Iteration 11Q: 3 clusters Score -29350.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -29361.203125 Penalty: 2780.477783
	Iteration 12Q: 3 clusters Score -29361.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29371.796875 Penalty: 2780.477783
	Iteration 13Q: 3 clusters Score -29371.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29387.382812 Penalty: 2780.477783
	Iteration 14Q: 3 clusters Score -29387.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29406.291016 Penalty: 2780.477783
	Iteration 15Q: 3 clusters Score -29406.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29408.689453 Penalty: 2780.477783
	Iteration 16F: 3 clusters Score -29408.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -29430.464844 Penalty: 2780.477783
	Iteration 17Q: 3 clusters Score -29430.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -29430.464844 Penalty: 2780.477783
	Iteration 18F: 3 clusters Score -29430.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -88963.312500 Penalty: 1632.342163
	Iteration 0F: 2 clusters Score -88963.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -87239.226562 Penalty: 3264.684326
	Iteration 0F: 3 clusters Score -87239.23 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -87436.460938 Penalty: 3264.684326
	Iteration 1F: 3 clusters Score -87436.46 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -87500.656250 Penalty: 3264.684326
	Iteration 2Q: 3 clusters Score -87500.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -87532.054688 Penalty: 3264.684326
	Iteration 3Q: 3 clusters Score -87532.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -87563.414062 Penalty: 3264.684326
	Iteration 4Q: 3 clusters Score -87563.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -87582.703125 Penalty: 3264.684326
	Iteration 5Q: 3 clusters Score -87582.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -87590.835938 Penalty: 3264.684326
	Iteration 6Q: 3 clusters Score -87590.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -87598.343750 Penalty: 3264.684326
	Iteration 7Q: 3 clusters Score -87598.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -87598.343750 Penalty: 3264.684326
	Iteration 8F: 3 clusters Score -87598.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Entering Unmasked Estep 
Score: -1209996.875000 Penalty: 2267.894043
	Iteration 0F: 2 clusters Score -1209997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1202691.000000 Penalty: 4535.788086
	Iteration 0F: 3 clusters Score -1202691 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1204681.375000 Penalty: 4535.788086
	Iteration 1F: 3 clusters Score -1204681 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1204974.375000 Penalty: 4535.788086
	Iteration 2F: 3 clusters Score -1204974 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1205184.500000 Penalty: 4535.788086
	Iteration 3F: 3 clusters Score -1205184 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1205391.750000 Penalty: 4535.788086
	Iteration 4Q: 3 clusters Score -1205392 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1205599.625000 Penalty: 4535.788086
	Iteration 5Q: 3 clusters Score -1205600 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1205861.375000 Penalty: 4535.788086
	Iteration 6Q: 3 clusters Score -1205861 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1206194.250000 Penalty: 4535.788086
	Iteration 7Q: 3 clusters Score -1206194 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1206563.000000 Penalty: 4535.788086
	Iteration 8F: 3 clusters Score -1206563 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1206924.000000 Penalty: 4535.788086
	Iteration 9Q: 3 clusters Score -1206924 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1207233.750000 Penalty: 4535.788086
	Iteration 10Q: 3 clusters Score -1207234 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1207466.625000 Penalty: 4535.788086
	Iteration 11Q: 3 clusters Score -1207467 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1207638.875000 Penalty: 4535.788086
	Iteration 12Q: 3 clusters Score -1207639 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1207764.375000 Penalty: 4535.788086
	Iteration 13Q: 3 clusters Score -1207764 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1207866.375000 Penalty: 4535.788086
	Iteration 14Q: 3 clusters Score -1207866 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1207929.500000 Penalty: 4535.788086
	Iteration 15Q: 3 clusters Score -1207930 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1207970.375000 Penalty: 4535.788086
	Iteration 16Q: 3 clusters Score -1207970 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1208005.375000 Penalty: 4535.788086
	Iteration 17Q: 3 clusters Score -1208005 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1208026.625000 Penalty: 4535.788086
	Iteration 18Q: 3 clusters Score -1208027 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1208044.250000 Penalty: 4535.788086
	Iteration 19Q: 3 clusters Score -1208044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1208053.500000 Penalty: 4535.788086
	Iteration 20F: 3 clusters Score -1208054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1208062.750000 Penalty: 4535.788086
	Iteration 21Q: 3 clusters Score -1208063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1208069.000000 Penalty: 4535.788086
	Iteration 22Q: 3 clusters Score -1208069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1208073.125000 Penalty: 4535.788086
	Iteration 23Q: 3 clusters Score -1208073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1208080.125000 Penalty: 4535.788086
	Iteration 24Q: 3 clusters Score -1208080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1208090.750000 Penalty: 4535.788086
	Iteration 25Q: 3 clusters Score -1208091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1208095.375000 Penalty: 4535.788086
	Iteration 26Q: 3 clusters Score -1208095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1208099.000000 Penalty: 4535.788086
	Iteration 27Q: 3 clusters Score -1208099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1208103.875000 Penalty: 4535.788086
	Iteration 28Q: 3 clusters Score -1208104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1208108.250000 Penalty: 4535.788086
	Iteration 29Q: 3 clusters Score -1208108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1208109.375000 Penalty: 4535.788086
	Iteration 30Q: 3 clusters Score -1208109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1208108.750000 Penalty: 4535.788086
	Iteration 31Q: 3 clusters Score -1208109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1208108.750000 Penalty: 4535.788086
	Iteration 32F: 3 clusters Score -1208109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Entering Unmasked Estep 
Score: -93062.250000 Penalty: 1637.778076
	Iteration 0F: 2 clusters Score -93062.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -91292.671875 Penalty: 3275.556152
	Iteration 0F: 3 clusters Score -91292.67 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -91536.906250 Penalty: 3275.556152
	Iteration 1F: 3 clusters Score -91536.91 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -91590.414062 Penalty: 3275.556152
	Iteration 2F: 3 clusters Score -91590.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -91628.656250 Penalty: 3275.556152
	Iteration 3Q: 3 clusters Score -91628.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -91650.460938 Penalty: 3275.556152
	Iteration 4Q: 3 clusters Score -91650.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -91658.164062 Penalty: 3275.556152
	Iteration 5Q: 3 clusters Score -91658.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -91661.523438 Penalty: 3275.556152
	Iteration 6Q: 3 clusters Score -91661.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -91663.929688 Penalty: 3275.556152
	Iteration 7Q: 3 clusters Score -91663.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -91663.929688 Penalty: 3275.556152
	Iteration 8F: 3 clusters Score -91663.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Entering Unmasked Estep 
Score: -1053037.875000 Penalty: 2237.326416
	Iteration 0F: 2 clusters Score -1053038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1046419.312500 Penalty: 4474.652832
	Iteration 0F: 3 clusters Score -1046419 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1048191.687500 Penalty: 4474.652832
	Iteration 1F: 3 clusters Score -1048192 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1048469.625000 Penalty: 4474.652832
	Iteration 2F: 3 clusters Score -1048470 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1048661.125000 Penalty: 4474.652832
	Iteration 3Q: 3 clusters Score -1048661 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1048806.625000 Penalty: 4474.652832
	Iteration 4Q: 3 clusters Score -1048807 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1048939.000000 Penalty: 4474.652832
	Iteration 5Q: 3 clusters Score -1048939 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1049065.750000 Penalty: 4474.652832
	Iteration 6Q: 3 clusters Score -1049066 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1049199.375000 Penalty: 4474.652832
	Iteration 7Q: 3 clusters Score -1049199 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1049359.875000 Penalty: 4474.652832
	Iteration 8Q: 3 clusters Score -1049360 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1049510.750000 Penalty: 4474.652832
	Iteration 9Q: 3 clusters Score -1049511 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1049661.625000 Penalty: 4474.652832
	Iteration 10Q: 3 clusters Score -1049662 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1049814.750000 Penalty: 4474.652832
	Iteration 11Q: 3 clusters Score -1049815 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1049960.500000 Penalty: 4474.652832
	Iteration 12Q: 3 clusters Score -1049960 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1050113.750000 Penalty: 4474.652832
	Iteration 13Q: 3 clusters Score -1050114 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1050288.125000 Penalty: 4474.652832
	Iteration 14Q: 3 clusters Score -1050288 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1050494.500000 Penalty: 4474.652832
	Iteration 15Q: 3 clusters Score -1050494 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1050697.375000 Penalty: 4474.652832
	Iteration 16Q: 3 clusters Score -1050697 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1050861.375000 Penalty: 4474.652832
	Iteration 17Q: 3 clusters Score -1050861 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1051019.125000 Penalty: 4474.652832
	Iteration 18Q: 3 clusters Score -1051019 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1051153.875000 Penalty: 4474.652832
	Iteration 19Q: 3 clusters Score -1051154 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1051240.375000 Penalty: 4474.652832
	Iteration 20F: 3 clusters Score -1051240 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1051302.625000 Penalty: 4474.652832
	Iteration 21Q: 3 clusters Score -1051303 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1051351.500000 Penalty: 4474.652832
	Iteration 22Q: 3 clusters Score -1051352 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1051380.375000 Penalty: 4474.652832
	Iteration 23Q: 3 clusters Score -1051380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1051396.125000 Penalty: 4474.652832
	Iteration 24Q: 3 clusters Score -1051396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1051410.250000 Penalty: 4474.652832
	Iteration 25Q: 3 clusters Score -1051410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1051420.750000 Penalty: 4474.652832
	Iteration 26Q: 3 clusters Score -1051421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1051425.750000 Penalty: 4474.652832
	Iteration 27Q: 3 clusters Score -1051426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1051430.875000 Penalty: 4474.652832
	Iteration 28Q: 3 clusters Score -1051431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1051432.250000 Penalty: 4474.652832
	Iteration 29Q: 3 clusters Score -1051432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1051434.125000 Penalty: 4474.652832
	Iteration 30Q: 3 clusters Score -1051434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1051435.000000 Penalty: 4474.652832
	Iteration 31Q: 3 clusters Score -1051435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1051435.000000 Penalty: 4474.652832
	Iteration 32Q: 3 clusters Score -1051435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1051436.375000 Penalty: 4474.652832
	Iteration 33Q: 3 clusters Score -1051436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1051435.625000 Penalty: 4474.652832
	Iteration 34Q: 3 clusters Score -1051436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1051435.500000 Penalty: 4474.652832
	Iteration 35Q: 3 clusters Score -1051436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1051438.250000 Penalty: 4474.652832
	Iteration 36Q: 3 clusters Score -1051438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1051438.250000 Penalty: 4474.652832
	Iteration 37F: 3 clusters Score -1051438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Entering Unmasked Estep 
Score: -2480509.250000 Penalty: 2454.584961
	Iteration 0F: 2 clusters Score -2480509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -2466540.750000 Penalty: 4909.169922
	Iteration 0F: 3 clusters Score -2466541 nChanged 8770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -2471146.250000 Penalty: 4909.169922
	Iteration 1F: 3 clusters Score -2471146 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2471539.250000 Penalty: 4909.169922
	Iteration 2F: 3 clusters Score -2471539 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2471854.000000 Penalty: 4909.169922
	Iteration 3Q: 3 clusters Score -2471854 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -2472115.750000 Penalty: 4909.169922
	Iteration 4Q: 3 clusters Score -2472116 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -2472315.000000 Penalty: 4909.169922
	Iteration 5Q: 3 clusters Score -2472315 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2472466.000000 Penalty: 4909.169922
	Iteration 6Q: 3 clusters Score -2472466 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2472585.000000 Penalty: 4909.169922
	Iteration 7Q: 3 clusters Score -2472585 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -2472706.000000 Penalty: 4909.169922
	Iteration 8Q: 3 clusters Score -2472706 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2472803.750000 Penalty: 4909.169922
	Iteration 9Q: 3 clusters Score -2472804 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2472923.250000 Penalty: 4909.169922
	Iteration 10Q: 3 clusters Score -2472923 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -2473029.000000 Penalty: 4909.169922
	Iteration 11Q: 3 clusters Score -2473029 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -2473137.250000 Penalty: 4909.169922
	Iteration 12Q: 3 clusters Score -2473137 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2473259.000000 Penalty: 4909.169922
	Iteration 13Q: 3 clusters Score -2473259 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -2473409.250000 Penalty: 4909.169922
	Iteration 14Q: 3 clusters Score -2473409 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -2473623.500000 Penalty: 4909.169922
	Iteration 15Q: 3 clusters Score -2473624 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -2473896.500000 Penalty: 4909.169922
	Iteration 16Q: 3 clusters Score -2473896 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -2474214.500000 Penalty: 4909.169922
	Iteration 17Q: 3 clusters Score -2474214 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -2474579.000000 Penalty: 4909.169922
	Iteration 18Q: 3 clusters Score -2474579 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -2474991.750000 Penalty: 4909.169922
	Iteration 19Q: 3 clusters Score -2474992 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -2475448.500000 Penalty: 4909.169922
	Iteration 20F: 3 clusters Score -2475448 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -2475921.750000 Penalty: 4909.169922
	Iteration 21Q: 3 clusters Score -2475922 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -2476420.500000 Penalty: 4909.169922
	Iteration 22Q: 3 clusters Score -2476420 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -2476940.750000 Penalty: 4909.169922
	Iteration 23Q: 3 clusters Score -2476941 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -2477439.000000 Penalty: 4909.169922
	Iteration 24Q: 3 clusters Score -2477439 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -2477862.000000 Penalty: 4909.169922
	Iteration 25Q: 3 clusters Score -2477862 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -2478116.250000 Penalty: 4909.169922
	Iteration 26Q: 3 clusters Score -2478116 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -2478261.000000 Penalty: 4909.169922
	Iteration 27Q: 3 clusters Score -2478261 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -2478328.500000 Penalty: 4909.169922
	Iteration 28Q: 3 clusters Score -2478328 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -2478386.750000 Penalty: 4909.169922
	Iteration 29Q: 3 clusters Score -2478387 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -2478411.500000 Penalty: 4909.169922
	Iteration 30Q: 3 clusters Score -2478412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -2478436.750000 Penalty: 4909.169922
	Iteration 31Q: 3 clusters Score -2478437 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -2478454.750000 Penalty: 4909.169922
	Iteration 32Q: 3 clusters Score -2478455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -2478468.250000 Penalty: 4909.169922
	Iteration 33Q: 3 clusters Score -2478468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2478481.500000 Penalty: 4909.169922
	Iteration 34Q: 3 clusters Score -2478482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -2478485.500000 Penalty: 4909.169922
	Iteration 35Q: 3 clusters Score -2478486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -2478489.250000 Penalty: 4909.169922
	Iteration 36Q: 3 clusters Score -2478489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -2478490.750000 Penalty: 4909.169922
	Iteration 37Q: 3 clusters Score -2478491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -2478490.750000 Penalty: 4909.169922
	Iteration 38F: 3 clusters Score -2478491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Entering Unmasked Estep 
Score: -2708417.000000 Penalty: 2468.389160
	Iteration 0F: 2 clusters Score -2708417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -2693634.250000 Penalty: 4936.778320
	Iteration 0F: 3 clusters Score -2693634 nChanged 9247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2698652.000000 Penalty: 4936.778320
	Iteration 1F: 3 clusters Score -2698652 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2699043.750000 Penalty: 4936.778320
	Iteration 2F: 3 clusters Score -2699044 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2699337.750000 Penalty: 4936.778320
	Iteration 3Q: 3 clusters Score -2699338 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2699606.000000 Penalty: 4936.778320
	Iteration 4Q: 3 clusters Score -2699606 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -2699872.000000 Penalty: 4936.778320
	Iteration 5Q: 3 clusters Score -2699872 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2700167.250000 Penalty: 4936.778320
	Iteration 6Q: 3 clusters Score -2700167 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -2700511.000000 Penalty: 4936.778320
	Iteration 7Q: 3 clusters Score -2700511 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -2700978.000000 Penalty: 4936.778320
	Iteration 8Q: 3 clusters Score -2700978 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2701621.750000 Penalty: 4936.778320
	Iteration 9F: 3 clusters Score -2701622 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -2702476.000000 Penalty: 4936.778320
	Iteration 10F: 3 clusters Score -2702476 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -2703424.250000 Penalty: 4936.778320
	Iteration 11F: 3 clusters Score -2703424 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -2704350.750000 Penalty: 4936.778320
	Iteration 12Q: 3 clusters Score -2704351 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2705113.000000 Penalty: 4936.778320
	Iteration 13Q: 3 clusters Score -2705113 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2705549.250000 Penalty: 4936.778320
	Iteration 14Q: 3 clusters Score -2705549 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2705807.250000 Penalty: 4936.778320
	Iteration 15Q: 3 clusters Score -2705807 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2705955.500000 Penalty: 4936.778320
	Iteration 16Q: 3 clusters Score -2705956 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2706028.500000 Penalty: 4936.778320
	Iteration 17Q: 3 clusters Score -2706028 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2706084.000000 Penalty: 4936.778320
	Iteration 18Q: 3 clusters Score -2706084 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2706119.750000 Penalty: 4936.778320
	Iteration 19Q: 3 clusters Score -2706120 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2706155.500000 Penalty: 4936.778320
	Iteration 20F: 3 clusters Score -2706156 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2706170.750000 Penalty: 4936.778320
	Iteration 21Q: 3 clusters Score -2706171 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2706186.250000 Penalty: 4936.778320
	Iteration 22Q: 3 clusters Score -2706186 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2706201.500000 Penalty: 4936.778320
	Iteration 23Q: 3 clusters Score -2706202 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2706213.750000 Penalty: 4936.778320
	Iteration 24Q: 3 clusters Score -2706214 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2706226.000000 Penalty: 4936.778320
	Iteration 25Q: 3 clusters Score -2706226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2706226.250000 Penalty: 4936.778320
	Iteration 26Q: 3 clusters Score -2706226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2706233.000000 Penalty: 4936.778320
	Iteration 27Q: 3 clusters Score -2706233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2706233.750000 Penalty: 4936.778320
	Iteration 28Q: 3 clusters Score -2706234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2706232.000000 Penalty: 4936.778320
	Iteration 29Q: 3 clusters Score -2706232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2706231.500000 Penalty: 4936.778320
	Iteration 30Q: 3 clusters Score -2706232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2706231.500000 Penalty: 4936.778320
	Iteration 31F: 3 clusters Score -2706232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Entering Unmasked Estep 
Score: -1296722.375000 Penalty: 2284.833008
	Iteration 0F: 2 clusters Score -1296722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1288963.000000 Penalty: 4569.666016
	Iteration 0F: 3 clusters Score -1288963 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1291106.750000 Penalty: 4569.666016
	Iteration 1F: 3 clusters Score -1291107 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1291367.625000 Penalty: 4569.666016
	Iteration 2F: 3 clusters Score -1291368 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1291535.000000 Penalty: 4569.666016
	Iteration 3Q: 3 clusters Score -1291535 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1291647.750000 Penalty: 4569.666016
	Iteration 4Q: 3 clusters Score -1291648 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1291745.750000 Penalty: 4569.666016
	Iteration 5Q: 3 clusters Score -1291746 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1291827.375000 Penalty: 4569.666016
	Iteration 6Q: 3 clusters Score -1291827 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1291893.125000 Penalty: 4569.666016
	Iteration 7Q: 3 clusters Score -1291893 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1291945.000000 Penalty: 4569.666016
	Iteration 8Q: 3 clusters Score -1291945 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1291977.375000 Penalty: 4569.666016
	Iteration 9Q: 3 clusters Score -1291977 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1292003.125000 Penalty: 4569.666016
	Iteration 10Q: 3 clusters Score -1292003 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1292024.500000 Penalty: 4569.666016
	Iteration 11Q: 3 clusters Score -1292024 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1292044.000000 Penalty: 4569.666016
	Iteration 12Q: 3 clusters Score -1292044 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1292065.375000 Penalty: 4569.666016
	Iteration 13Q: 3 clusters Score -1292065 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1292083.000000 Penalty: 4569.666016
	Iteration 14Q: 3 clusters Score -1292083 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1292102.000000 Penalty: 4569.666016
	Iteration 15Q: 3 clusters Score -1292102 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1292120.750000 Penalty: 4569.666016
	Iteration 16Q: 3 clusters Score -1292121 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1292140.500000 Penalty: 4569.666016
	Iteration 17Q: 3 clusters Score -1292140 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1292161.625000 Penalty: 4569.666016
	Iteration 18Q: 3 clusters Score -1292162 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1292190.625000 Penalty: 4569.666016
	Iteration 19Q: 3 clusters Score -1292191 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1292220.000000 Penalty: 4569.666016
	Iteration 20F: 3 clusters Score -1292220 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1292269.000000 Penalty: 4569.666016
	Iteration 21Q: 3 clusters Score -1292269 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1292329.125000 Penalty: 4569.666016
	Iteration 22Q: 3 clusters Score -1292329 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1292411.250000 Penalty: 4569.666016
	Iteration 23Q: 3 clusters Score -1292411 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1292506.875000 Penalty: 4569.666016
	Iteration 24Q: 3 clusters Score -1292507 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1292646.375000 Penalty: 4569.666016
	Iteration 25Q: 3 clusters Score -1292646 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1292805.500000 Penalty: 4569.666016
	Iteration 26Q: 3 clusters Score -1292806 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1293024.500000 Penalty: 4569.666016
	Iteration 27Q: 3 clusters Score -1293024 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1293297.875000 Penalty: 4569.666016
	Iteration 28Q: 3 clusters Score -1293298 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1293559.375000 Penalty: 4569.666016
	Iteration 29Q: 3 clusters Score -1293559 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1293808.000000 Penalty: 4569.666016
	Iteration 30Q: 3 clusters Score -1293808 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1293997.125000 Penalty: 4569.666016
	Iteration 31Q: 3 clusters Score -1293997 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1294155.625000 Penalty: 4569.666016
	Iteration 32Q: 3 clusters Score -1294156 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1294279.500000 Penalty: 4569.666016
	Iteration 33Q: 3 clusters Score -1294280 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1294380.375000 Penalty: 4569.666016
	Iteration 34Q: 3 clusters Score -1294380 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1294462.375000 Penalty: 4569.666016
	Iteration 35Q: 3 clusters Score -1294462 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1294525.375000 Penalty: 4569.666016
	Iteration 36Q: 3 clusters Score -1294525 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1294572.000000 Penalty: 4569.666016
	Iteration 37Q: 3 clusters Score -1294572 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1294609.000000 Penalty: 4569.666016
	Iteration 38Q: 3 clusters Score -1294609 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1294627.750000 Penalty: 4569.666016
	Iteration 39Q: 3 clusters Score -1294628 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1294645.250000 Penalty: 4569.666016
	Iteration 40F: 3 clusters Score -1294645 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1294664.250000 Penalty: 4569.666016
	Iteration 41Q: 3 clusters Score -1294664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1294681.625000 Penalty: 4569.666016
	Iteration 42Q: 3 clusters Score -1294682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1294701.500000 Penalty: 4569.666016
	Iteration 43Q: 3 clusters Score -1294702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1294718.375000 Penalty: 4569.666016
	Iteration 44Q: 3 clusters Score -1294718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1294731.500000 Penalty: 4569.666016
	Iteration 45Q: 3 clusters Score -1294732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1294740.750000 Penalty: 4569.666016
	Iteration 46Q: 3 clusters Score -1294741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1294743.625000 Penalty: 4569.666016
	Iteration 47Q: 3 clusters Score -1294744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1294754.625000 Penalty: 4569.666016
	Iteration 48Q: 3 clusters Score -1294755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1294755.875000 Penalty: 4569.666016
	Iteration 49Q: 3 clusters Score -1294756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1294761.375000 Penalty: 4569.666016
	Iteration 50Q: 3 clusters Score -1294761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1294765.000000 Penalty: 4569.666016
	Iteration 51Q: 3 clusters Score -1294765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1294771.125000 Penalty: 4569.666016
	Iteration 52Q: 3 clusters Score -1294771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1294772.000000 Penalty: 4569.666016
	Iteration 53Q: 3 clusters Score -1294772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1294772.875000 Penalty: 4569.666016
	Iteration 54Q: 3 clusters Score -1294773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1294774.750000 Penalty: 4569.666016
	Iteration 55Q: 3 clusters Score -1294775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1294776.875000 Penalty: 4569.666016
	Iteration 56Q: 3 clusters Score -1294777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1294775.750000 Penalty: 4569.666016
	Iteration 57Q: 3 clusters Score -1294776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1294778.625000 Penalty: 4569.666016
	Iteration 58Q: 3 clusters Score -1294779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1294780.625000 Penalty: 4569.666016
	Iteration 59Q: 3 clusters Score -1294781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1294786.625000 Penalty: 4569.666016
	Iteration 60F: 3 clusters Score -1294787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1294788.500000 Penalty: 4569.666016
	Iteration 61Q: 3 clusters Score -1294788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1294793.125000 Penalty: 4569.666016
	Iteration 62Q: 3 clusters Score -1294793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1294797.375000 Penalty: 4569.666016
	Iteration 63Q: 3 clusters Score -1294797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1294801.500000 Penalty: 4569.666016
	Iteration 64Q: 3 clusters Score -1294802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1294807.000000 Penalty: 4569.666016
	Iteration 65Q: 3 clusters Score -1294807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1294808.250000 Penalty: 4569.666016
	Iteration 66Q: 3 clusters Score -1294808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1294810.625000 Penalty: 4569.666016
	Iteration 67Q: 3 clusters Score -1294811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1294811.625000 Penalty: 4569.666016
	Iteration 68Q: 3 clusters Score -1294812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1294812.750000 Penalty: 4569.666016
	Iteration 69Q: 3 clusters Score -1294813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1294816.125000 Penalty: 4569.666016
	Iteration 70Q: 3 clusters Score -1294816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1294816.000000 Penalty: 4569.666016
	Iteration 71Q: 3 clusters Score -1294816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1294816.750000 Penalty: 4569.666016
	Iteration 72Q: 3 clusters Score -1294817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1294816.625000 Penalty: 4569.666016
	Iteration 73Q: 3 clusters Score -1294817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1294822.875000 Penalty: 4569.666016
	Iteration 74Q: 3 clusters Score -1294823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1294822.875000 Penalty: 4569.666016
	Iteration 75F: 3 clusters Score -1294823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Entering Unmasked Estep 
Score: -722120.562500 Penalty: 2139.304443
	Iteration 0F: 2 clusters Score -722120.6 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 2854 members 
Entering Unmasked Estep 
Score: -717274.375000 Penalty: 4278.608887
	Iteration 0F: 3 clusters Score -717274.4 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -718418.750000 Penalty: 4278.608887
	Iteration 1F: 3 clusters Score -718418.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -718591.125000 Penalty: 4278.608887
	Iteration 2F: 3 clusters Score -718591.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -718729.375000 Penalty: 4278.608887
	Iteration 3Q: 3 clusters Score -718729.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -718844.312500 Penalty: 4278.608887
	Iteration 4Q: 3 clusters Score -718844.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -718945.625000 Penalty: 4278.608887
	Iteration 5Q: 3 clusters Score -718945.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -719045.250000 Penalty: 4278.608887
	Iteration 6Q: 3 clusters Score -719045.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -719154.375000 Penalty: 4278.608887
	Iteration 7Q: 3 clusters Score -719154.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -719277.000000 Penalty: 4278.608887
	Iteration 8Q: 3 clusters Score -719277 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -719382.562500 Penalty: 4278.608887
	Iteration 9Q: 3 clusters Score -719382.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -719479.000000 Penalty: 4278.608887
	Iteration 10Q: 3 clusters Score -719479 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -719581.687500 Penalty: 4278.608887
	Iteration 11Q: 3 clusters Score -719581.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -719690.062500 Penalty: 4278.608887
	Iteration 12Q: 3 clusters Score -719690.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -719789.187500 Penalty: 4278.608887
	Iteration 13Q: 3 clusters Score -719789.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -719884.500000 Penalty: 4278.608887
	Iteration 14Q: 3 clusters Score -719884.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -719973.250000 Penalty: 4278.608887
	Iteration 15Q: 3 clusters Score -719973.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -720037.125000 Penalty: 4278.608887
	Iteration 16Q: 3 clusters Score -720037.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -720094.875000 Penalty: 4278.608887
	Iteration 17Q: 3 clusters Score -720094.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -720121.562500 Penalty: 4278.608887
	Iteration 18Q: 3 clusters Score -720121.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -720135.562500 Penalty: 4278.608887
	Iteration 19Q: 3 clusters Score -720135.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -720148.750000 Penalty: 4278.608887
	Iteration 20F: 3 clusters Score -720148.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -720168.375000 Penalty: 4278.608887
	Iteration 21Q: 3 clusters Score -720168.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -720185.312500 Penalty: 4278.608887
	Iteration 22Q: 3 clusters Score -720185.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -720196.187500 Penalty: 4278.608887
	Iteration 23Q: 3 clusters Score -720196.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -720207.375000 Penalty: 4278.608887
	Iteration 24Q: 3 clusters Score -720207.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -720216.687500 Penalty: 4278.608887
	Iteration 25Q: 3 clusters Score -720216.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -720219.500000 Penalty: 4278.608887
	Iteration 26Q: 3 clusters Score -720219.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -720222.687500 Penalty: 4278.608887
	Iteration 27Q: 3 clusters Score -720222.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -720224.937500 Penalty: 4278.608887
	Iteration 28Q: 3 clusters Score -720224.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -720227.000000 Penalty: 4278.608887
	Iteration 29Q: 3 clusters Score -720227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -720230.500000 Penalty: 4278.608887
	Iteration 30Q: 3 clusters Score -720230.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -720234.000000 Penalty: 4278.608887
	Iteration 31Q: 3 clusters Score -720234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -720234.687500 Penalty: 4278.608887
	Iteration 32Q: 3 clusters Score -720234.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -720234.687500 Penalty: 4278.608887
	Iteration 33F: 3 clusters Score -720234.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Entering Unmasked Estep 
Score: -1130602.000000 Penalty: 2251.076904
	Iteration 0F: 2 clusters Score -1130602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1123756.625000 Penalty: 4502.153809
	Iteration 0F: 3 clusters Score -1123757 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1125613.500000 Penalty: 4502.153809
	Iteration 1F: 3 clusters Score -1125614 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1125829.125000 Penalty: 4502.153809
	Iteration 2F: 3 clusters Score -1125829 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1125975.875000 Penalty: 4502.153809
	Iteration 3Q: 3 clusters Score -1125976 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1126102.250000 Penalty: 4502.153809
	Iteration 4Q: 3 clusters Score -1126102 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1126211.750000 Penalty: 4502.153809
	Iteration 5Q: 3 clusters Score -1126212 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1126290.875000 Penalty: 4502.153809
	Iteration 6Q: 3 clusters Score -1126291 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1126355.000000 Penalty: 4502.153809
	Iteration 7Q: 3 clusters Score -1126355 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1126416.250000 Penalty: 4502.153809
	Iteration 8Q: 3 clusters Score -1126416 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1126476.250000 Penalty: 4502.153809
	Iteration 9Q: 3 clusters Score -1126476 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1126551.375000 Penalty: 4502.153809
	Iteration 10Q: 3 clusters Score -1126551 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1126618.375000 Penalty: 4502.153809
	Iteration 11Q: 3 clusters Score -1126618 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1126687.500000 Penalty: 4502.153809
	Iteration 12Q: 3 clusters Score -1126688 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1126754.625000 Penalty: 4502.153809
	Iteration 13Q: 3 clusters Score -1126755 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1126811.500000 Penalty: 4502.153809
	Iteration 14Q: 3 clusters Score -1126812 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1126862.000000 Penalty: 4502.153809
	Iteration 15Q: 3 clusters Score -1126862 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1126914.875000 Penalty: 4502.153809
	Iteration 16Q: 3 clusters Score -1126915 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1126968.875000 Penalty: 4502.153809
	Iteration 17Q: 3 clusters Score -1126969 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1127018.625000 Penalty: 4502.153809
	Iteration 18Q: 3 clusters Score -1127019 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1127073.875000 Penalty: 4502.153809
	Iteration 19Q: 3 clusters Score -1127074 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1127132.000000 Penalty: 4502.153809
	Iteration 20F: 3 clusters Score -1127132 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1127191.500000 Penalty: 4502.153809
	Iteration 21Q: 3 clusters Score -1127192 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1127253.000000 Penalty: 4502.153809
	Iteration 22Q: 3 clusters Score -1127253 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1127309.250000 Penalty: 4502.153809
	Iteration 23Q: 3 clusters Score -1127309 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1127383.500000 Penalty: 4502.153809
	Iteration 24Q: 3 clusters Score -1127384 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1127450.375000 Penalty: 4502.153809
	Iteration 25Q: 3 clusters Score -1127450 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1127532.375000 Penalty: 4502.153809
	Iteration 26Q: 3 clusters Score -1127532 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1127622.250000 Penalty: 4502.153809
	Iteration 27Q: 3 clusters Score -1127622 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1127706.125000 Penalty: 4502.153809
	Iteration 28Q: 3 clusters Score -1127706 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1127796.250000 Penalty: 4502.153809
	Iteration 29Q: 3 clusters Score -1127796 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1127868.750000 Penalty: 4502.153809
	Iteration 30Q: 3 clusters Score -1127869 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1127930.250000 Penalty: 4502.153809
	Iteration 31Q: 3 clusters Score -1127930 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1127996.750000 Penalty: 4502.153809
	Iteration 32Q: 3 clusters Score -1127997 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1128042.875000 Penalty: 4502.153809
	Iteration 33Q: 3 clusters Score -1128043 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1128084.375000 Penalty: 4502.153809
	Iteration 34Q: 3 clusters Score -1128084 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1128124.750000 Penalty: 4502.153809
	Iteration 35Q: 3 clusters Score -1128125 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1128177.250000 Penalty: 4502.153809
	Iteration 36Q: 3 clusters Score -1128177 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1128235.750000 Penalty: 4502.153809
	Iteration 37Q: 3 clusters Score -1128236 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1128290.750000 Penalty: 4502.153809
	Iteration 38Q: 3 clusters Score -1128291 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1128333.000000 Penalty: 4502.153809
	Iteration 39Q: 3 clusters Score -1128333 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1128370.000000 Penalty: 4502.153809
	Iteration 40F: 3 clusters Score -1128370 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1128401.750000 Penalty: 4502.153809
	Iteration 41Q: 3 clusters Score -1128402 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1128436.625000 Penalty: 4502.153809
	Iteration 42Q: 3 clusters Score -1128437 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1128460.000000 Penalty: 4502.153809
	Iteration 43Q: 3 clusters Score -1128460 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1128472.375000 Penalty: 4502.153809
	Iteration 44Q: 3 clusters Score -1128472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1128486.125000 Penalty: 4502.153809
	Iteration 45Q: 3 clusters Score -1128486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1128497.500000 Penalty: 4502.153809
	Iteration 46Q: 3 clusters Score -1128498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1128508.875000 Penalty: 4502.153809
	Iteration 47Q: 3 clusters Score -1128509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1128515.625000 Penalty: 4502.153809
	Iteration 48Q: 3 clusters Score -1128516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1128518.500000 Penalty: 4502.153809
	Iteration 49Q: 3 clusters Score -1128518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1128523.500000 Penalty: 4502.153809
	Iteration 50Q: 3 clusters Score -1128524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1128522.875000 Penalty: 4502.153809
	Iteration 51Q: 3 clusters Score -1128523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1128526.250000 Penalty: 4502.153809
	Iteration 52Q: 3 clusters Score -1128526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1128529.000000 Penalty: 4502.153809
	Iteration 53Q: 3 clusters Score -1128529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1128531.375000 Penalty: 4502.153809
	Iteration 54Q: 3 clusters Score -1128531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1128535.125000 Penalty: 4502.153809
	Iteration 55Q: 3 clusters Score -1128535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1128534.500000 Penalty: 4502.153809
	Iteration 56Q: 3 clusters Score -1128534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1128535.500000 Penalty: 4502.153809
	Iteration 57Q: 3 clusters Score -1128536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1128535.500000 Penalty: 4502.153809
	Iteration 58F: 3 clusters Score -1128536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Entering Unmasked Estep 
Score: -237359.750000 Penalty: 1878.363159
	Iteration 0F: 2 clusters Score -237359.8 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 964 members 
Entering Unmasked Estep 
Score: -234768.671875 Penalty: 3756.726318
	Iteration 0F: 3 clusters Score -234768.7 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -235195.875000 Penalty: 3756.726318
	Iteration 1F: 3 clusters Score -235195.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -235312.843750 Penalty: 3756.726318
	Iteration 2F: 3 clusters Score -235312.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -235372.046875 Penalty: 3756.726318
	Iteration 3Q: 3 clusters Score -235372 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -235412.328125 Penalty: 3756.726318
	Iteration 4Q: 3 clusters Score -235412.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -235455.828125 Penalty: 3756.726318
	Iteration 5Q: 3 clusters Score -235455.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -235496.031250 Penalty: 3756.726318
	Iteration 6Q: 3 clusters Score -235496 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -235555.515625 Penalty: 3756.726318
	Iteration 7Q: 3 clusters Score -235555.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -235599.296875 Penalty: 3756.726318
	Iteration 8Q: 3 clusters Score -235599.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -235633.843750 Penalty: 3756.726318
	Iteration 9Q: 3 clusters Score -235633.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -235659.406250 Penalty: 3756.726318
	Iteration 10Q: 3 clusters Score -235659.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -235679.125000 Penalty: 3756.726318
	Iteration 11Q: 3 clusters Score -235679.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -235697.312500 Penalty: 3756.726318
	Iteration 12Q: 3 clusters Score -235697.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -235712.921875 Penalty: 3756.726318
	Iteration 13Q: 3 clusters Score -235712.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -235722.109375 Penalty: 3756.726318
	Iteration 14Q: 3 clusters Score -235722.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -235730.171875 Penalty: 3756.726318
	Iteration 15Q: 3 clusters Score -235730.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -235737.468750 Penalty: 3756.726318
	Iteration 16Q: 3 clusters Score -235737.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -235743.328125 Penalty: 3756.726318
	Iteration 17Q: 3 clusters Score -235743.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -235746.703125 Penalty: 3756.726318
	Iteration 18Q: 3 clusters Score -235746.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -235748.687500 Penalty: 3756.726318
	Iteration 19Q: 3 clusters Score -235748.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -235750.468750 Penalty: 3756.726318
	Iteration 20F: 3 clusters Score -235750.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -235750.921875 Penalty: 3756.726318
	Iteration 21Q: 3 clusters Score -235750.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -235751.625000 Penalty: 3756.726318
	Iteration 22Q: 3 clusters Score -235751.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -235755.125000 Penalty: 3756.726318
	Iteration 23Q: 3 clusters Score -235755.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -235761.265625 Penalty: 3756.726318
	Iteration 24Q: 3 clusters Score -235761.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -235765.671875 Penalty: 3756.726318
	Iteration 25Q: 3 clusters Score -235765.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -235769.265625 Penalty: 3756.726318
	Iteration 26Q: 3 clusters Score -235769.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -235776.781250 Penalty: 3756.726318
	Iteration 27Q: 3 clusters Score -235776.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -235781.734375 Penalty: 3756.726318
	Iteration 28Q: 3 clusters Score -235781.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -235790.359375 Penalty: 3756.726318
	Iteration 29Q: 3 clusters Score -235790.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -235800.390625 Penalty: 3756.726318
	Iteration 30Q: 3 clusters Score -235800.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -235805.875000 Penalty: 3756.726318
	Iteration 31Q: 3 clusters Score -235805.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -235810.906250 Penalty: 3756.726318
	Iteration 32Q: 3 clusters Score -235810.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -235818.718750 Penalty: 3756.726318
	Iteration 33Q: 3 clusters Score -235818.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -235824.140625 Penalty: 3756.726318
	Iteration 34Q: 3 clusters Score -235824.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -235828.031250 Penalty: 3756.726318
	Iteration 35Q: 3 clusters Score -235828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -235833.859375 Penalty: 3756.726318
	Iteration 36Q: 3 clusters Score -235833.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -235834.875000 Penalty: 3756.726318
	Iteration 37Q: 3 clusters Score -235834.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -235837.640625 Penalty: 3756.726318
	Iteration 38Q: 3 clusters Score -235837.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -235843.281250 Penalty: 3756.726318
	Iteration 39Q: 3 clusters Score -235843.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -235847.187500 Penalty: 3756.726318
	Iteration 40F: 3 clusters Score -235847.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -235850.281250 Penalty: 3756.726318
	Iteration 41Q: 3 clusters Score -235850.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -235852.859375 Penalty: 3756.726318
	Iteration 42Q: 3 clusters Score -235852.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -235855.312500 Penalty: 3756.726318
	Iteration 43Q: 3 clusters Score -235855.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -235858.796875 Penalty: 3756.726318
	Iteration 44Q: 3 clusters Score -235858.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -235861.781250 Penalty: 3756.726318
	Iteration 45Q: 3 clusters Score -235861.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -235866.140625 Penalty: 3756.726318
	Iteration 46Q: 3 clusters Score -235866.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -235869.375000 Penalty: 3756.726318
	Iteration 47Q: 3 clusters Score -235869.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -235869.375000 Penalty: 3756.726318
	Iteration 48F: 3 clusters Score -235869.4 nChanged 0
--- Evaluating fit on full set of 1383753 points ---
Entering Unmasked Estep 
Score: -173308208.000000 Penalty: 80656.328125
25->24 Clusters: Score -173308208.000000, best is -173698896.000000

Main iterations: 0 (time per=infms)
Total iterations: 40727 (time per=224.397839ms)
Iterations metric 2: 1940126564352.000000 (time per=4.710544ns)
Iterations metric 3: 58205606510592.000000 (time per=157.013239ps)

That took 9139.050781 seconds.
